warning: commands will be executed using /bin/sh
job 1 at Tue Jun 18 11:22:00 2013
FileBase	/isis4/andresg/Bud/buddy140_061413_reo/buddy140_061413_reo
ElecNo	8
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1782525 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 594175 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 31329 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 31102 members 
Mstep: Class 5 contains 31290 members 
Mstep: Class 6 contains 31436 members 
Mstep: Class 7 contains 31012 members 
Mstep: Class 8 contains 31243 members 
Mstep: Class 9 contains 31208 members 
Mstep: Class 10 contains 31387 members 
Mstep: Class 11 contains 31196 members 
Mstep: Class 12 contains 31137 members 
Mstep: Class 13 contains 31367 members 
Mstep: Class 14 contains 31359 members 
Mstep: Class 15 contains 31427 members 
Mstep: Class 16 contains 31263 members 
Mstep: Class 17 contains 31271 members 
Mstep: Class 18 contains 31276 members 
Mstep: Class 19 contains 31050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 834.339966 but Gain 2160.425781
Score: -50927724.000000 Penalty: 38887.667969
Iteration 0F: 19 clusters Score -5.092772e+07 nChanged 558464
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 60044 members 
Mstep: Class 3 contains 26535 members 
Mstep: Class 4 contains 24487 members 
Mstep: Class 5 contains 25051 members 
Mstep: Class 6 contains 24779 members 
Mstep: Class 7 contains 24832 members 
Mstep: Class 8 contains 36711 members 
Mstep: Class 9 contains 33408 members 
Mstep: Class 10 contains 22891 members 
Mstep: Class 11 contains 40512 members 
Mstep: Class 12 contains 25897 members 
Mstep: Class 13 contains 27013 members 
Mstep: Class 14 contains 48578 members 
Mstep: Class 15 contains 35727 members 
Mstep: Class 16 contains 27787 members 
Mstep: Class 17 contains 30566 members 
Mstep: Class 18 contains 37573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380600.000000 Penalty: 38887.667969
Iteration 1F: 19 clusters Score -5.23806e+07 nChanged 214959
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 108084 members 
Mstep: Class 3 contains 20262 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 16873 members 
Mstep: Class 6 contains 20507 members 
Mstep: Class 7 contains 18406 members 
Mstep: Class 8 contains 27113 members 
Mstep: Class 9 contains 36750 members 
Mstep: Class 10 contains 15342 members 
Mstep: Class 11 contains 34980 members 
Mstep: Class 12 contains 25800 members 
Mstep: Class 13 contains 16772 members 
Mstep: Class 14 contains 67315 members 
Mstep: Class 15 contains 34161 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 32514 members 
Mstep: Class 18 contains 34035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52884412.000000 Penalty: 38887.667969
Iteration 2F: 19 clusters Score -5.288441e+07 nChanged 169737
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 131422 members 
Mstep: Class 3 contains 17976 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 11949 members 
Mstep: Class 6 contains 18127 members 
Mstep: Class 7 contains 12278 members 
Mstep: Class 8 contains 17350 members 
Mstep: Class 9 contains 41757 members 
Mstep: Class 10 contains 13822 members 
Mstep: Class 11 contains 24224 members 
Mstep: Class 12 contains 28160 members 
Mstep: Class 13 contains 8808 members 
Mstep: Class 14 contains 86510 members 
Mstep: Class 15 contains 29703 members 
Mstep: Class 16 contains 17834 members 
Mstep: Class 17 contains 42258 members 
Mstep: Class 18 contains 23634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53243760.000000 Penalty: 38887.667969
Iteration 3F: 19 clusters Score -5.324376e+07 nChanged 117953
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 126354 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 15884 members 
Mstep: Class 5 contains 8528 members 
Mstep: Class 6 contains 13213 members 
Mstep: Class 7 contains 8675 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 50085 members 
Mstep: Class 10 contains 13934 members 
Mstep: Class 11 contains 20265 members 
Mstep: Class 12 contains 27099 members 
Mstep: Class 13 contains 7033 members 
Mstep: Class 14 contains 95771 members 
Mstep: Class 15 contains 23618 members 
Mstep: Class 16 contains 17791 members 
Mstep: Class 17 contains 51963 members 
Mstep: Class 18 contains 17118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53437396.000000 Penalty: 38887.667969
Iteration 4F: 19 clusters Score -5.34374e+07 nChanged 88035
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 83345 members 
Mstep: Class 2 contains 122231 members 
Mstep: Class 3 contains 15335 members 
Mstep: Class 4 contains 14631 members 
Mstep: Class 5 contains 6014 members 
Mstep: Class 6 contains 8409 members 
Mstep: Class 7 contains 5203 members 
Mstep: Class 8 contains 9385 members 
Mstep: Class 9 contains 54723 members 
Mstep: Class 10 contains 14297 members 
Mstep: Class 11 contains 19841 members 
Mstep: Class 12 contains 20772 members 
Mstep: Class 13 contains 7781 members 
Mstep: Class 14 contains 100529 members 
Mstep: Class 15 contains 19843 members 
Mstep: Class 16 contains 18638 members 
Mstep: Class 17 contains 60152 members 
Mstep: Class 18 contains 13025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53542952.000000 Penalty: 38887.667969
Iteration 5F: 19 clusters Score -5.354295e+07 nChanged 68159
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 98636 members 
Mstep: Class 2 contains 120586 members 
Mstep: Class 3 contains 13704 members 
Mstep: Class 4 contains 14700 members 
Mstep: Class 5 contains 4643 members 
Mstep: Class 6 contains 4803 members 
Mstep: Class 7 contains 2950 members 
Mstep: Class 8 contains 6706 members 
Mstep: Class 9 contains 55027 members 
Mstep: Class 10 contains 14397 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 12609 members 
Mstep: Class 13 contains 9157 members 
Mstep: Class 14 contains 101290 members 
Mstep: Class 15 contains 17787 members 
Mstep: Class 16 contains 19746 members 
Mstep: Class 17 contains 68530 members 
Mstep: Class 18 contains 10417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1590.312012 but Gain 2160.425781
Score: -53614140.000000 Penalty: 36727.242188
Iteration 6F: 18 clusters Score -5.361414e+07 nChanged 54062
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 112653 members 
Mstep: Class 2 contains 119717 members 
Mstep: Class 3 contains 12032 members 
Mstep: Class 4 contains 15215 members 
Mstep: Class 5 contains 3974 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 8 contains 5619 members 
Mstep: Class 9 contains 53257 members 
Mstep: Class 10 contains 14365 members 
Mstep: Class 11 contains 16273 members 
Mstep: Class 12 contains 6080 members 
Mstep: Class 13 contains 10409 members 
Mstep: Class 14 contains 98551 members 
Mstep: Class 15 contains 16698 members 
Mstep: Class 16 contains 21247 members 
Mstep: Class 17 contains 76092 members 
Mstep: Class 18 contains 9266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1809.963989 but Gain 2160.425781
Score: -53662764.000000 Penalty: 34566.816406
Iteration 7F: 17 clusters Score -5.366276e+07 nChanged 40530
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 124406 members 
Mstep: Class 2 contains 119200 members 
Mstep: Class 3 contains 10573 members 
Mstep: Class 4 contains 15608 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 50705 members 
Mstep: Class 10 contains 14341 members 
Mstep: Class 11 contains 13551 members 
Mstep: Class 12 contains 2560 members 
Mstep: Class 13 contains 11201 members 
Mstep: Class 14 contains 93101 members 
Mstep: Class 15 contains 16192 members 
Mstep: Class 16 contains 23255 members 
Mstep: Class 17 contains 81512 members 
Mstep: Class 18 contains 8583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 957.518860 but Gain 2160.425781
Score: -53696632.000000 Penalty: 32406.390625
Iteration 8F: 16 clusters Score -5.369663e+07 nChanged 31082
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 135265 members 
Mstep: Class 2 contains 118932 members 
Mstep: Class 3 contains 9236 members 
Mstep: Class 4 contains 15758 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 8 contains 6589 members 
Mstep: Class 9 contains 48261 members 
Mstep: Class 10 contains 14436 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 13 contains 11568 members 
Mstep: Class 14 contains 85639 members 
Mstep: Class 15 contains 15762 members 
Mstep: Class 16 contains 25205 members 
Mstep: Class 17 contains 84982 members 
Mstep: Class 18 contains 8174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53718876.000000 Penalty: 32406.390625
Iteration 9F: 16 clusters Score -5.371888e+07 nChanged 24534
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 145140 members 
Mstep: Class 2 contains 118750 members 
Mstep: Class 3 contains 8126 members 
Mstep: Class 4 contains 15752 members 
Mstep: Class 5 contains 3235 members 
Mstep: Class 8 contains 7777 members 
Mstep: Class 9 contains 46100 members 
Mstep: Class 10 contains 14563 members 
Mstep: Class 11 contains 8650 members 
Mstep: Class 13 contains 11727 members 
Mstep: Class 14 contains 77074 members 
Mstep: Class 15 contains 15375 members 
Mstep: Class 16 contains 27115 members 
Mstep: Class 17 contains 86787 members 
Mstep: Class 18 contains 7984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53732672.000000 Penalty: 32406.390625
Iteration 10Q: 16 clusters Score -5.373267e+07 nChanged 21397
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 118661 members 
Mstep: Class 3 contains 7272 members 
Mstep: Class 4 contains 15669 members 
Mstep: Class 5 contains 3136 members 
Mstep: Class 8 contains 8872 members 
Mstep: Class 9 contains 44178 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 6796 members 
Mstep: Class 13 contains 11811 members 
Mstep: Class 14 contains 68388 members 
Mstep: Class 15 contains 15032 members 
Mstep: Class 16 contains 28868 members 
Mstep: Class 17 contains 87980 members 
Mstep: Class 18 contains 7846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53743688.000000 Penalty: 32406.390625
Iteration 11Q: 16 clusters Score -5.374369e+07 nChanged 18959
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 164343 members 
Mstep: Class 2 contains 118577 members 
Mstep: Class 3 contains 6710 members 
Mstep: Class 4 contains 15602 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 8 contains 9861 members 
Mstep: Class 9 contains 42793 members 
Mstep: Class 10 contains 14853 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 13 contains 11899 members 
Mstep: Class 14 contains 59633 members 
Mstep: Class 15 contains 14741 members 
Mstep: Class 16 contains 30226 members 
Mstep: Class 17 contains 88689 members 
Mstep: Class 18 contains 7728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53752240.000000 Penalty: 32406.390625
Iteration 12Q: 16 clusters Score -5.375224e+07 nChanged 17357
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 173509 members 
Mstep: Class 2 contains 118571 members 
Mstep: Class 3 contains 6262 members 
Mstep: Class 4 contains 15509 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 8 contains 10706 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 14963 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 13 contains 11984 members 
Mstep: Class 14 contains 51051 members 
Mstep: Class 15 contains 14529 members 
Mstep: Class 16 contains 31189 members 
Mstep: Class 17 contains 89088 members 
Mstep: Class 18 contains 7590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53760084.000000 Penalty: 32406.390625
Iteration 13Q: 16 clusters Score -5.376008e+07 nChanged 16108
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 182288 members 
Mstep: Class 2 contains 118569 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 15333 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 8 contains 11479 members 
Mstep: Class 9 contains 41215 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 11 contains 3497 members 
Mstep: Class 13 contains 12082 members 
Mstep: Class 14 contains 42937 members 
Mstep: Class 15 contains 14331 members 
Mstep: Class 16 contains 31754 members 
Mstep: Class 17 contains 89293 members 
Mstep: Class 18 contains 7474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53767628.000000 Penalty: 32406.390625
Iteration 14Q: 16 clusters Score -5.376763e+07 nChanged 14908
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 190596 members 
Mstep: Class 2 contains 118577 members 
Mstep: Class 3 contains 5532 members 
Mstep: Class 4 contains 14927 members 
Mstep: Class 5 contains 2912 members 
Mstep: Class 8 contains 12121 members 
Mstep: Class 9 contains 41027 members 
Mstep: Class 10 contains 15143 members 
Mstep: Class 11 contains 2837 members 
Mstep: Class 13 contains 12135 members 
Mstep: Class 14 contains 35581 members 
Mstep: Class 15 contains 14165 members 
Mstep: Class 16 contains 31906 members 
Mstep: Class 17 contains 89333 members 
Mstep: Class 18 contains 7363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53774584.000000 Penalty: 32406.390625
Iteration 15Q: 16 clusters Score -5.377458e+07 nChanged 13893
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 198224 members 
Mstep: Class 2 contains 118594 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 2877 members 
Mstep: Class 8 contains 12635 members 
Mstep: Class 9 contains 41153 members 
Mstep: Class 10 contains 15154 members 
Mstep: Class 11 contains 2314 members 
Mstep: Class 13 contains 12154 members 
Mstep: Class 14 contains 29218 members 
Mstep: Class 15 contains 13980 members 
Mstep: Class 16 contains 31677 members 
Mstep: Class 17 contains 89278 members 
Mstep: Class 18 contains 7267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53781140.000000 Penalty: 32406.390625
Iteration 16Q: 16 clusters Score -5.378114e+07 nChanged 12632
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 204962 members 
Mstep: Class 2 contains 118612 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 13635 members 
Mstep: Class 5 contains 2846 members 
Mstep: Class 8 contains 12932 members 
Mstep: Class 9 contains 41714 members 
Mstep: Class 10 contains 15122 members 
Mstep: Class 11 contains 1932 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 23943 members 
Mstep: Class 15 contains 13792 members 
Mstep: Class 16 contains 31168 members 
Mstep: Class 17 contains 89132 members 
Mstep: Class 18 contains 7205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2157.492920 but Gain 2160.425781
Score: -53787052.000000 Penalty: 30245.964844
Iteration 17Q: 15 clusters Score -5.378705e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 211588 members 
Mstep: Class 2 contains 118627 members 
Mstep: Class 3 contains 4862 members 
Mstep: Class 4 contains 12769 members 
Mstep: Class 5 contains 2817 members 
Mstep: Class 8 contains 13060 members 
Mstep: Class 9 contains 42683 members 
Mstep: Class 10 contains 15229 members 
Mstep: Class 13 contains 12132 members 
Mstep: Class 14 contains 19851 members 
Mstep: Class 15 contains 13607 members 
Mstep: Class 16 contains 30840 members 
Mstep: Class 17 contains 88923 members 
Mstep: Class 18 contains 7167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53794540.000000 Penalty: 30245.964844
Iteration 18Q: 15 clusters Score -5.379454e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 216237 members 
Mstep: Class 2 contains 118618 members 
Mstep: Class 3 contains 4658 members 
Mstep: Class 4 contains 11922 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 43800 members 
Mstep: Class 10 contains 15215 members 
Mstep: Class 13 contains 12090 members 
Mstep: Class 14 contains 16742 members 
Mstep: Class 15 contains 13381 members 
Mstep: Class 16 contains 29892 members 
Mstep: Class 17 contains 88639 members 
Mstep: Class 18 contains 7139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53798920.000000 Penalty: 30245.964844
Iteration 19Q: 15 clusters Score -5.379892e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 219954 members 
Mstep: Class 2 contains 118619 members 
Mstep: Class 3 contains 4480 members 
Mstep: Class 4 contains 11091 members 
Mstep: Class 5 contains 2740 members 
Mstep: Class 8 contains 12912 members 
Mstep: Class 9 contains 44986 members 
Mstep: Class 10 contains 15212 members 
Mstep: Class 13 contains 12058 members 
Mstep: Class 14 contains 14557 members 
Mstep: Class 15 contains 13163 members 
Mstep: Class 16 contains 28892 members 
Mstep: Class 17 contains 88364 members 
Mstep: Class 18 contains 7127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53801900.000000 Penalty: 30245.964844
Iteration 20F: 15 clusters Score -5.38019e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 222958 members 
Mstep: Class 2 contains 118621 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 8 contains 12846 members 
Mstep: Class 9 contains 46488 members 
Mstep: Class 10 contains 15208 members 
Mstep: Class 13 contains 12032 members 
Mstep: Class 14 contains 12877 members 
Mstep: Class 15 contains 12910 members 
Mstep: Class 16 contains 27839 members 
Mstep: Class 17 contains 88081 members 
Mstep: Class 18 contains 7123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53804620.000000 Penalty: 30245.964844
Iteration 21Q: 15 clusters Score -5.380462e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 225445 members 
Mstep: Class 2 contains 118620 members 
Mstep: Class 3 contains 4198 members 
Mstep: Class 4 contains 9360 members 
Mstep: Class 5 contains 2632 members 
Mstep: Class 8 contains 12730 members 
Mstep: Class 9 contains 47955 members 
Mstep: Class 10 contains 15208 members 
Mstep: Class 13 contains 12000 members 
Mstep: Class 14 contains 11677 members 
Mstep: Class 15 contains 12648 members 
Mstep: Class 16 contains 26705 members 
Mstep: Class 17 contains 87865 members 
Mstep: Class 18 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53806912.000000 Penalty: 30245.964844
Iteration 22Q: 15 clusters Score -5.380691e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 227389 members 
Mstep: Class 2 contains 118632 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 8635 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 8 contains 12558 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 15206 members 
Mstep: Class 13 contains 11965 members 
Mstep: Class 14 contains 10821 members 
Mstep: Class 15 contains 12421 members 
Mstep: Class 16 contains 25602 members 
Mstep: Class 17 contains 87732 members 
Mstep: Class 18 contains 7116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53808572.000000 Penalty: 30245.964844
Iteration 23Q: 15 clusters Score -5.380857e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 228890 members 
Mstep: Class 2 contains 118648 members 
Mstep: Class 3 contains 4000 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 2518 members 
Mstep: Class 8 contains 12380 members 
Mstep: Class 9 contains 50887 members 
Mstep: Class 10 contains 15200 members 
Mstep: Class 13 contains 11917 members 
Mstep: Class 14 contains 10251 members 
Mstep: Class 15 contains 12180 members 
Mstep: Class 16 contains 24509 members 
Mstep: Class 17 contains 87686 members 
Mstep: Class 18 contains 7115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53809996.000000 Penalty: 30245.964844
Iteration 24Q: 15 clusters Score -5.381e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230059 members 
Mstep: Class 2 contains 118662 members 
Mstep: Class 3 contains 3879 members 
Mstep: Class 4 contains 7498 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 8 contains 12212 members 
Mstep: Class 9 contains 52207 members 
Mstep: Class 10 contains 15189 members 
Mstep: Class 13 contains 11893 members 
Mstep: Class 14 contains 9853 members 
Mstep: Class 15 contains 11962 members 
Mstep: Class 16 contains 23473 members 
Mstep: Class 17 contains 87695 members 
Mstep: Class 18 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53811460.000000 Penalty: 30245.964844
Iteration 25Q: 15 clusters Score -5.381146e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230971 members 
Mstep: Class 2 contains 118669 members 
Mstep: Class 3 contains 3763 members 
Mstep: Class 4 contains 7169 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 8 contains 12065 members 
Mstep: Class 9 contains 53357 members 
Mstep: Class 10 contains 15158 members 
Mstep: Class 13 contains 11874 members 
Mstep: Class 14 contains 9619 members 
Mstep: Class 15 contains 11730 members 
Mstep: Class 16 contains 22557 members 
Mstep: Class 17 contains 87700 members 
Mstep: Class 18 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53812504.000000 Penalty: 30245.964844
Iteration 26Q: 15 clusters Score -5.38125e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 231789 members 
Mstep: Class 2 contains 118674 members 
Mstep: Class 3 contains 3623 members 
Mstep: Class 4 contains 6931 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 8 contains 11947 members 
Mstep: Class 9 contains 54332 members 
Mstep: Class 10 contains 15120 members 
Mstep: Class 13 contains 11860 members 
Mstep: Class 14 contains 9465 members 
Mstep: Class 15 contains 11517 members 
Mstep: Class 16 contains 21696 members 
Mstep: Class 17 contains 87722 members 
Mstep: Class 18 contains 7123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53813584.000000 Penalty: 30245.964844
Iteration 27Q: 15 clusters Score -5.381358e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232440 members 
Mstep: Class 2 contains 118682 members 
Mstep: Class 3 contains 3486 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 8 contains 11837 members 
Mstep: Class 9 contains 55214 members 
Mstep: Class 10 contains 15082 members 
Mstep: Class 13 contains 11857 members 
Mstep: Class 14 contains 9346 members 
Mstep: Class 15 contains 11278 members 
Mstep: Class 16 contains 20944 members 
Mstep: Class 17 contains 87771 members 
Mstep: Class 18 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53814520.000000 Penalty: 30245.964844
Iteration 28Q: 15 clusters Score -5.381452e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232984 members 
Mstep: Class 2 contains 118686 members 
Mstep: Class 3 contains 3309 members 
Mstep: Class 4 contains 6661 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 8 contains 11752 members 
Mstep: Class 9 contains 55984 members 
Mstep: Class 10 contains 15037 members 
Mstep: Class 13 contains 11845 members 
Mstep: Class 14 contains 9222 members 
Mstep: Class 15 contains 11047 members 
Mstep: Class 16 contains 20329 members 
Mstep: Class 17 contains 87846 members 
Mstep: Class 18 contains 7127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53815084.000000 Penalty: 30245.964844
Iteration 29Q: 15 clusters Score -5.381508e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233414 members 
Mstep: Class 2 contains 118695 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 6600 members 
Mstep: Class 5 contains 2329 members 
Mstep: Class 8 contains 11671 members 
Mstep: Class 9 contains 56628 members 
Mstep: Class 10 contains 15003 members 
Mstep: Class 13 contains 11843 members 
Mstep: Class 14 contains 9141 members 
Mstep: Class 15 contains 10842 members 
Mstep: Class 16 contains 19847 members 
Mstep: Class 17 contains 87910 members 
Mstep: Class 18 contains 7129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53815804.000000 Penalty: 30245.964844
Iteration 30Q: 15 clusters Score -5.38158e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233741 members 
Mstep: Class 2 contains 118696 members 
Mstep: Class 3 contains 2948 members 
Mstep: Class 4 contains 6559 members 
Mstep: Class 5 contains 2328 members 
Mstep: Class 8 contains 11602 members 
Mstep: Class 9 contains 57223 members 
Mstep: Class 10 contains 14982 members 
Mstep: Class 13 contains 11835 members 
Mstep: Class 14 contains 9078 members 
Mstep: Class 15 contains 10669 members 
Mstep: Class 16 contains 19410 members 
Mstep: Class 17 contains 87964 members 
Mstep: Class 18 contains 7128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53816652.000000 Penalty: 30245.964844
Iteration 31Q: 15 clusters Score -5.381665e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233946 members 
Mstep: Class 2 contains 118696 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 6577 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 8 contains 11552 members 
Mstep: Class 9 contains 57714 members 
Mstep: Class 10 contains 14960 members 
Mstep: Class 13 contains 11830 members 
Mstep: Class 14 contains 8982 members 
Mstep: Class 15 contains 10529 members 
Mstep: Class 16 contains 19090 members 
Mstep: Class 17 contains 88026 members 
Mstep: Class 18 contains 7131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53816892.000000 Penalty: 30245.964844
Iteration 32Q: 15 clusters Score -5.381689e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234111 members 
Mstep: Class 2 contains 118696 members 
Mstep: Class 3 contains 2673 members 
Mstep: Class 4 contains 6597 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 8 contains 11511 members 
Mstep: Class 9 contains 58148 members 
Mstep: Class 10 contains 14943 members 
Mstep: Class 13 contains 11834 members 
Mstep: Class 14 contains 8908 members 
Mstep: Class 15 contains 10389 members 
Mstep: Class 16 contains 18827 members 
Mstep: Class 17 contains 88071 members 
Mstep: Class 18 contains 7129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53817288.000000 Penalty: 30245.964844
Iteration 33Q: 15 clusters Score -5.381729e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234186 members 
Mstep: Class 2 contains 118701 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 6628 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 8 contains 11463 members 
Mstep: Class 9 contains 58531 members 
Mstep: Class 10 contains 14918 members 
Mstep: Class 13 contains 11836 members 
Mstep: Class 14 contains 8850 members 
Mstep: Class 15 contains 10264 members 
Mstep: Class 16 contains 18675 members 
Mstep: Class 17 contains 88108 members 
Mstep: Class 18 contains 7127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53817440.000000 Penalty: 30245.964844
Iteration 34Q: 15 clusters Score -5.381744e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234211 members 
Mstep: Class 2 contains 118704 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 8 contains 11422 members 
Mstep: Class 9 contains 58895 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 13 contains 11832 members 
Mstep: Class 14 contains 8806 members 
Mstep: Class 15 contains 10169 members 
Mstep: Class 16 contains 18545 members 
Mstep: Class 17 contains 88142 members 
Mstep: Class 18 contains 7126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53817508.000000 Penalty: 30245.964844
Iteration 35Q: 15 clusters Score -5.381751e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234237 members 
Mstep: Class 2 contains 118707 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 6667 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 8 contains 11384 members 
Mstep: Class 9 contains 59197 members 
Mstep: Class 10 contains 14912 members 
Mstep: Class 13 contains 11830 members 
Mstep: Class 14 contains 8775 members 
Mstep: Class 15 contains 10073 members 
Mstep: Class 16 contains 18441 members 
Mstep: Class 17 contains 88164 members 
Mstep: Class 18 contains 7126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53817664.000000 Penalty: 30245.964844
Iteration 36Q: 15 clusters Score -5.381766e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234229 members 
Mstep: Class 2 contains 118716 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 6681 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 8 contains 11350 members 
Mstep: Class 9 contains 59471 members 
Mstep: Class 10 contains 14916 members 
Mstep: Class 13 contains 11831 members 
Mstep: Class 14 contains 8756 members 
Mstep: Class 15 contains 9984 members 
Mstep: Class 16 contains 18361 members 
Mstep: Class 17 contains 88182 members 
Mstep: Class 18 contains 7126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53817792.000000 Penalty: 30245.964844
Iteration 37Q: 15 clusters Score -5.381779e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234237 members 
Mstep: Class 2 contains 118721 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 6691 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 8 contains 11315 members 
Mstep: Class 9 contains 59715 members 
Mstep: Class 10 contains 14909 members 
Mstep: Class 13 contains 11834 members 
Mstep: Class 14 contains 8742 members 
Mstep: Class 15 contains 9903 members 
Mstep: Class 16 contains 18319 members 
Mstep: Class 17 contains 88199 members 
Mstep: Class 18 contains 7123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53817856.000000 Penalty: 30245.964844
Iteration 38Q: 15 clusters Score -5.381786e+07 nChanged 683
Entering ConstructFrom: 
Score: -53817856.000000 Penalty: 30245.964844
Entering ConstructFrom: 
Trying to split cluster 1 (234253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234253 members 
Entering Unmasked Estep 
Score: -21364182.000000 Penalty: 2009.175415
	Iteration 0F: 2 clusters Score -2.136418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116853 members 
Mstep: Class 2 contains 117400 members 
Entering Unmasked Estep 
Score: -21212126.000000 Penalty: 4018.350830
	Iteration 0F: 3 clusters Score -2.121213e+07 nChanged 113896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111379 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -21281670.000000 Penalty: 4018.350830
	Iteration 1F: 3 clusters Score -2.128167e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 127278 members 
Entering Unmasked Estep 
Score: -21285810.000000 Penalty: 4018.350830
	Iteration 2Q: 3 clusters Score -2.128581e+07 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100256 members 
Mstep: Class 2 contains 133997 members 
Entering Unmasked Estep 
Score: -21292344.000000 Penalty: 4018.350830
	Iteration 3F: 3 clusters Score -2.129234e+07 nChanged 15091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90641 members 
Mstep: Class 2 contains 143612 members 
Entering Unmasked Estep 
Score: -21302838.000000 Penalty: 4018.350830
	Iteration 4F: 3 clusters Score -2.130284e+07 nChanged 17015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 154841 members 
Entering Unmasked Estep 
Score: -21316354.000000 Penalty: 4018.350830
	Iteration 5F: 3 clusters Score -2.131635e+07 nChanged 16493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 164754 members 
Entering Unmasked Estep 
Score: -21330264.000000 Penalty: 4018.350830
	Iteration 6F: 3 clusters Score -2.133026e+07 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -21341364.000000 Penalty: 4018.350830
	Iteration 7F: 3 clusters Score -2.134136e+07 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 174521 members 
Entering Unmasked Estep 
Score: -21347478.000000 Penalty: 4018.350830
	Iteration 8Q: 3 clusters Score -2.134748e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 176992 members 
Entering Unmasked Estep 
Score: -21350150.000000 Penalty: 4018.350830
	Iteration 9Q: 3 clusters Score -2.135015e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 179330 members 
Entering Unmasked Estep 
Score: -21351784.000000 Penalty: 4018.350830
	Iteration 10Q: 3 clusters Score -2.135178e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 181512 members 
Entering Unmasked Estep 
Score: -21353224.000000 Penalty: 4018.350830
	Iteration 11Q: 3 clusters Score -2.135322e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 183484 members 
Entering Unmasked Estep 
Score: -21354310.000000 Penalty: 4018.350830
	Iteration 12Q: 3 clusters Score -2.135431e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 185302 members 
Entering Unmasked Estep 
Score: -21355228.000000 Penalty: 4018.350830
	Iteration 13Q: 3 clusters Score -2.135523e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 186865 members 
Entering Unmasked Estep 
Score: -21355886.000000 Penalty: 4018.350830
	Iteration 14Q: 3 clusters Score -2.135589e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 188339 members 
Entering Unmasked Estep 
Score: -21356532.000000 Penalty: 4018.350830
	Iteration 15Q: 3 clusters Score -2.135653e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 189784 members 
Entering Unmasked Estep 
Score: -21357248.000000 Penalty: 4018.350830
	Iteration 16Q: 3 clusters Score -2.135725e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 191119 members 
Entering Unmasked Estep 
Score: -21357772.000000 Penalty: 4018.350830
	Iteration 17Q: 3 clusters Score -2.135777e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 192417 members 
Entering Unmasked Estep 
Score: -21358182.000000 Penalty: 4018.350830
	Iteration 18Q: 3 clusters Score -2.135818e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 193654 members 
Entering Unmasked Estep 
Score: -21358644.000000 Penalty: 4018.350830
	Iteration 19Q: 3 clusters Score -2.135864e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 194874 members 
Entering Unmasked Estep 
Score: -21358994.000000 Penalty: 4018.350830
	Iteration 20F: 3 clusters Score -2.135899e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 196001 members 
Entering Unmasked Estep 
Score: -21359216.000000 Penalty: 4018.350830
	Iteration 21Q: 3 clusters Score -2.135922e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 197019 members 
Entering Unmasked Estep 
Score: -21359596.000000 Penalty: 4018.350830
	Iteration 22Q: 3 clusters Score -2.13596e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 198006 members 
Entering Unmasked Estep 
Score: -21359744.000000 Penalty: 4018.350830
	Iteration 23Q: 3 clusters Score -2.135974e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 198944 members 
Entering Unmasked Estep 
Score: -21359958.000000 Penalty: 4018.350830
	Iteration 24Q: 3 clusters Score -2.135996e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 199840 members 
Entering Unmasked Estep 
Score: -21360098.000000 Penalty: 4018.350830
	Iteration 25Q: 3 clusters Score -2.13601e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 200694 members 
Entering Unmasked Estep 
Score: -21360232.000000 Penalty: 4018.350830
	Iteration 26Q: 3 clusters Score -2.136023e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 201474 members 
Entering Unmasked Estep 
Score: -21360390.000000 Penalty: 4018.350830
	Iteration 27Q: 3 clusters Score -2.136039e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 202240 members 
Entering Unmasked Estep 
Score: -21360554.000000 Penalty: 4018.350830
	Iteration 28Q: 3 clusters Score -2.136055e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 203009 members 
Entering Unmasked Estep 
Score: -21360696.000000 Penalty: 4018.350830
	Iteration 29Q: 3 clusters Score -2.13607e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 203735 members 
Entering Unmasked Estep 
Score: -21360814.000000 Penalty: 4018.350830
	Iteration 30Q: 3 clusters Score -2.136081e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 204451 members 
Entering Unmasked Estep 
Score: -21360888.000000 Penalty: 4018.350830
	Iteration 31Q: 3 clusters Score -2.136089e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 205182 members 
Entering Unmasked Estep 
Score: -21361032.000000 Penalty: 4018.350830
	Iteration 32Q: 3 clusters Score -2.136103e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 205955 members 
Entering Unmasked Estep 
Score: -21361086.000000 Penalty: 4018.350830
	Iteration 33Q: 3 clusters Score -2.136109e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 206750 members 
Entering Unmasked Estep 
Score: -21361238.000000 Penalty: 4018.350830
	Iteration 34Q: 3 clusters Score -2.136124e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 207507 members 
Entering Unmasked Estep 
Score: -21361438.000000 Penalty: 4018.350830
	Iteration 35Q: 3 clusters Score -2.136144e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 208285 members 
Entering Unmasked Estep 
Score: -21361528.000000 Penalty: 4018.350830
	Iteration 36Q: 3 clusters Score -2.136153e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 209005 members 
Entering Unmasked Estep 
Score: -21361722.000000 Penalty: 4018.350830
	Iteration 37Q: 3 clusters Score -2.136172e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 209700 members 
Entering Unmasked Estep 
Score: -21361826.000000 Penalty: 4018.350830
	Iteration 38Q: 3 clusters Score -2.136183e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 210367 members 
Entering Unmasked Estep 
Score: -21361878.000000 Penalty: 4018.350830
	Iteration 39Q: 3 clusters Score -2.136188e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 211006 members 
Entering Unmasked Estep 
Score: -21361960.000000 Penalty: 4018.350830
	Iteration 40F: 3 clusters Score -2.136196e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 211667 members 
Entering Unmasked Estep 
Score: -21361970.000000 Penalty: 4018.350830
	Iteration 41Q: 3 clusters Score -2.136197e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 212352 members 
Entering Unmasked Estep 
Score: -21362084.000000 Penalty: 4018.350830
	Iteration 42Q: 3 clusters Score -2.136208e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 212980 members 
Entering Unmasked Estep 
Score: -21362134.000000 Penalty: 4018.350830
	Iteration 43Q: 3 clusters Score -2.136213e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 213605 members 
Entering Unmasked Estep 
Score: -21362162.000000 Penalty: 4018.350830
	Iteration 44Q: 3 clusters Score -2.136216e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 214216 members 
Entering Unmasked Estep 
Score: -21362306.000000 Penalty: 4018.350830
	Iteration 45Q: 3 clusters Score -2.136231e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 214822 members 
Entering Unmasked Estep 
Score: -21362322.000000 Penalty: 4018.350830
	Iteration 46Q: 3 clusters Score -2.136232e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 215458 members 
Entering Unmasked Estep 
Score: -21362342.000000 Penalty: 4018.350830
	Iteration 47Q: 3 clusters Score -2.136234e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 216074 members 
Entering Unmasked Estep 
Score: -21362406.000000 Penalty: 4018.350830
	Iteration 48Q: 3 clusters Score -2.136241e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 216665 members 
Entering Unmasked Estep 
Score: -21362446.000000 Penalty: 4018.350830
	Iteration 49Q: 3 clusters Score -2.136245e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 217234 members 
Entering Unmasked Estep 
Score: -21362516.000000 Penalty: 4018.350830
	Iteration 50Q: 3 clusters Score -2.136252e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 217788 members 
Entering Unmasked Estep 
Score: -21362568.000000 Penalty: 4018.350830
	Iteration 51Q: 3 clusters Score -2.136257e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 218352 members 
Entering Unmasked Estep 
Score: -21362710.000000 Penalty: 4018.350830
	Iteration 52Q: 3 clusters Score -2.136271e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 218878 members 
Entering Unmasked Estep 
Score: -21362718.000000 Penalty: 4018.350830
	Iteration 53Q: 3 clusters Score -2.136272e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 219393 members 
Entering Unmasked Estep 
Score: -21362848.000000 Penalty: 4018.350830
	Iteration 54Q: 3 clusters Score -2.136285e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 219893 members 
Entering Unmasked Estep 
Score: -21362866.000000 Penalty: 4018.350830
	Iteration 55Q: 3 clusters Score -2.136287e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 220391 members 
Entering Unmasked Estep 
Score: -21362958.000000 Penalty: 4018.350830
	Iteration 56Q: 3 clusters Score -2.136296e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 220904 members 
Entering Unmasked Estep 
Score: -21362994.000000 Penalty: 4018.350830
	Iteration 57Q: 3 clusters Score -2.136299e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 221399 members 
Entering Unmasked Estep 
Score: -21363056.000000 Penalty: 4018.350830
	Iteration 58Q: 3 clusters Score -2.136306e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 221896 members 
Entering Unmasked Estep 
Score: -21363128.000000 Penalty: 4018.350830
	Iteration 59Q: 3 clusters Score -2.136313e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 222417 members 
Entering Unmasked Estep 
Score: -21363184.000000 Penalty: 4018.350830
	Iteration 60F: 3 clusters Score -2.136318e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 222928 members 
Entering Unmasked Estep 
Score: -21363258.000000 Penalty: 4018.350830
	Iteration 61Q: 3 clusters Score -2.136326e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 223420 members 
Entering Unmasked Estep 
Score: -21363376.000000 Penalty: 4018.350830
	Iteration 62Q: 3 clusters Score -2.136338e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 223851 members 
Entering Unmasked Estep 
Score: -21363440.000000 Penalty: 4018.350830
	Iteration 63Q: 3 clusters Score -2.136344e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 224282 members 
Entering Unmasked Estep 
Score: -21363502.000000 Penalty: 4018.350830
	Iteration 64Q: 3 clusters Score -2.13635e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 224673 members 
Entering Unmasked Estep 
Score: -21363494.000000 Penalty: 4018.350830
	Iteration 65Q: 3 clusters Score -2.136349e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 225045 members 
Entering Unmasked Estep 
Score: -21363548.000000 Penalty: 4018.350830
	Iteration 66Q: 3 clusters Score -2.136355e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 225366 members 
Entering Unmasked Estep 
Score: -21363612.000000 Penalty: 4018.350830
	Iteration 67Q: 3 clusters Score -2.136361e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 225674 members 
Entering Unmasked Estep 
Score: -21363602.000000 Penalty: 4018.350830
	Iteration 68Q: 3 clusters Score -2.13636e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 225974 members 
Entering Unmasked Estep 
Score: -21363654.000000 Penalty: 4018.350830
	Iteration 69Q: 3 clusters Score -2.136365e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 226255 members 
Entering Unmasked Estep 
Score: -21363616.000000 Penalty: 4018.350830
	Iteration 70Q: 3 clusters Score -2.136362e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 226544 members 
Entering Unmasked Estep 
Score: -21363616.000000 Penalty: 4018.350830
	Iteration 71Q: 3 clusters Score -2.136362e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 226804 members 
Entering Unmasked Estep 
Score: -21363586.000000 Penalty: 4018.350830
	Iteration 72Q: 3 clusters Score -2.136359e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 227040 members 
Entering Unmasked Estep 
Score: -21363620.000000 Penalty: 4018.350830
	Iteration 73Q: 3 clusters Score -2.136362e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 227283 members 
Entering Unmasked Estep 
Score: -21363644.000000 Penalty: 4018.350830
	Iteration 74Q: 3 clusters Score -2.136364e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 227504 members 
Entering Unmasked Estep 
Score: -21363716.000000 Penalty: 4018.350830
	Iteration 75Q: 3 clusters Score -2.136372e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 227691 members 
Entering Unmasked Estep 
Score: -21363700.000000 Penalty: 4018.350830
	Iteration 76Q: 3 clusters Score -2.13637e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 227877 members 
Entering Unmasked Estep 
Score: -21363754.000000 Penalty: 4018.350830
	Iteration 77Q: 3 clusters Score -2.136375e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 228060 members 
Entering Unmasked Estep 
Score: -21363786.000000 Penalty: 4018.350830
	Iteration 78Q: 3 clusters Score -2.136379e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 228231 members 
Entering Unmasked Estep 
Score: -21363796.000000 Penalty: 4018.350830
	Iteration 79Q: 3 clusters Score -2.13638e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 228400 members 
Entering Unmasked Estep 
Score: -21363742.000000 Penalty: 4018.350830
	Iteration 80F: 3 clusters Score -2.136374e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 228553 members 
Entering Unmasked Estep 
Score: -21363710.000000 Penalty: 4018.350830
	Iteration 81Q: 3 clusters Score -2.136371e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 228705 members 
Entering Unmasked Estep 
Score: -21363700.000000 Penalty: 4018.350830
	Iteration 82Q: 3 clusters Score -2.13637e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 228847 members 
Entering Unmasked Estep 
Score: -21363730.000000 Penalty: 4018.350830
	Iteration 83Q: 3 clusters Score -2.136373e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 228982 members 
Entering Unmasked Estep 
Score: -21363724.000000 Penalty: 4018.350830
	Iteration 84Q: 3 clusters Score -2.136372e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 229124 members 
Entering Unmasked Estep 
Score: -21363730.000000 Penalty: 4018.350830
	Iteration 85Q: 3 clusters Score -2.136373e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 229260 members 
Entering Unmasked Estep 
Score: -21363728.000000 Penalty: 4018.350830
	Iteration 86Q: 3 clusters Score -2.136373e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 229383 members 
Entering Unmasked Estep 
Score: -21363760.000000 Penalty: 4018.350830
	Iteration 87Q: 3 clusters Score -2.136376e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 229502 members 
Entering Unmasked Estep 
Score: -21363718.000000 Penalty: 4018.350830
	Iteration 88Q: 3 clusters Score -2.136372e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 229614 members 
Entering Unmasked Estep 
Score: -21363716.000000 Penalty: 4018.350830
	Iteration 89Q: 3 clusters Score -2.136372e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 229723 members 
Entering Unmasked Estep 
Score: -21363694.000000 Penalty: 4018.350830
	Iteration 90Q: 3 clusters Score -2.136369e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 229834 members 
Entering Unmasked Estep 
Score: -21363792.000000 Penalty: 4018.350830
	Iteration 91Q: 3 clusters Score -2.136379e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 229951 members 
Entering Unmasked Estep 
Score: -21363898.000000 Penalty: 4018.350830
	Iteration 92Q: 3 clusters Score -2.13639e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 230075 members 
Entering Unmasked Estep 
Score: -21364010.000000 Penalty: 4018.350830
	Iteration 93Q: 3 clusters Score -2.136401e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 230212 members 
Entering Unmasked Estep 
Score: -21364160.000000 Penalty: 4018.350830
	Iteration 94Q: 3 clusters Score -2.136416e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 230330 members 
Entering Unmasked Estep 
Score: -21364352.000000 Penalty: 4018.350830
	Iteration 95Q: 3 clusters Score -2.136435e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 230408 members 
Entering Unmasked Estep 
Score: -21364598.000000 Penalty: 4018.350830
	Iteration 96Q: 3 clusters Score -2.13646e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 230439 members 
Entering Unmasked Estep 
Score: -21364928.000000 Penalty: 4018.350830
	Iteration 97Q: 3 clusters Score -2.136493e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 230374 members 
Entering Unmasked Estep 
Score: -21365090.000000 Penalty: 4018.350830
	Iteration 98Q: 3 clusters Score -2.136509e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 230256 members 
Entering Unmasked Estep 
Score: -21365252.000000 Penalty: 4018.350830
	Iteration 99Q: 3 clusters Score -2.136525e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 230081 members 
Entering Unmasked Estep 
Score: -21365380.000000 Penalty: 4018.350830
	Iteration 100F: 3 clusters Score -2.136538e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 229901 members 
Entering Unmasked Estep 
Score: -21365536.000000 Penalty: 4018.350830
	Iteration 101Q: 3 clusters Score -2.136554e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 229736 members 
Entering Unmasked Estep 
Score: -21365574.000000 Penalty: 4018.350830
	Iteration 102Q: 3 clusters Score -2.136557e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 229578 members 
Entering Unmasked Estep 
Score: -21365640.000000 Penalty: 4018.350830
	Iteration 103Q: 3 clusters Score -2.136564e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 229427 members 
Entering Unmasked Estep 
Score: -21365658.000000 Penalty: 4018.350830
	Iteration 104Q: 3 clusters Score -2.136566e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 229290 members 
Entering Unmasked Estep 
Score: -21365692.000000 Penalty: 4018.350830
	Iteration 105Q: 3 clusters Score -2.136569e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 229171 members 
Entering Unmasked Estep 
Score: -21365732.000000 Penalty: 4018.350830
	Iteration 106Q: 3 clusters Score -2.136573e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 229059 members 
Entering Unmasked Estep 
Score: -21365784.000000 Penalty: 4018.350830
	Iteration 107Q: 3 clusters Score -2.136578e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 228940 members 
Entering Unmasked Estep 
Score: -21365828.000000 Penalty: 4018.350830
	Iteration 108Q: 3 clusters Score -2.136583e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 228839 members 
Entering Unmasked Estep 
Score: -21365818.000000 Penalty: 4018.350830
	Iteration 109Q: 3 clusters Score -2.136582e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 228755 members 
Entering Unmasked Estep 
Score: -21365806.000000 Penalty: 4018.350830
	Iteration 110Q: 3 clusters Score -2.136581e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 228675 members 
Entering Unmasked Estep 
Score: -21365846.000000 Penalty: 4018.350830
	Iteration 111Q: 3 clusters Score -2.136585e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 228607 members 
Entering Unmasked Estep 
Score: -21365836.000000 Penalty: 4018.350830
	Iteration 112Q: 3 clusters Score -2.136584e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 228542 members 
Entering Unmasked Estep 
Score: -21365822.000000 Penalty: 4018.350830
	Iteration 113Q: 3 clusters Score -2.136582e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 228493 members 
Entering Unmasked Estep 
Score: -21365816.000000 Penalty: 4018.350830
	Iteration 114Q: 3 clusters Score -2.136582e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 228436 members 
Entering Unmasked Estep 
Score: -21365842.000000 Penalty: 4018.350830
	Iteration 115Q: 3 clusters Score -2.136584e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 228396 members 
Entering Unmasked Estep 
Score: -21365824.000000 Penalty: 4018.350830
	Iteration 116Q: 3 clusters Score -2.136582e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 228356 members 
Entering Unmasked Estep 
Score: -21365862.000000 Penalty: 4018.350830
	Iteration 117Q: 3 clusters Score -2.136586e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 228318 members 
Entering Unmasked Estep 
Score: -21365890.000000 Penalty: 4018.350830
	Iteration 118Q: 3 clusters Score -2.136589e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 228287 members 
Entering Unmasked Estep 
Score: -21365860.000000 Penalty: 4018.350830
	Iteration 119Q: 3 clusters Score -2.136586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 228255 members 
Entering Unmasked Estep 
Score: -21365864.000000 Penalty: 4018.350830
	Iteration 120F: 3 clusters Score -2.136586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 228220 members 
Entering Unmasked Estep 
Score: -21365898.000000 Penalty: 4018.350830
	Iteration 121Q: 3 clusters Score -2.13659e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 228192 members 
Entering Unmasked Estep 
Score: -21365916.000000 Penalty: 4018.350830
	Iteration 122Q: 3 clusters Score -2.136592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 228160 members 
Entering Unmasked Estep 
Score: -21365884.000000 Penalty: 4018.350830
	Iteration 123Q: 3 clusters Score -2.136588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 228135 members 
Entering Unmasked Estep 
Score: -21365888.000000 Penalty: 4018.350830
	Iteration 124Q: 3 clusters Score -2.136589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 228121 members 
Entering Unmasked Estep 
Score: -21365884.000000 Penalty: 4018.350830
	Iteration 125Q: 3 clusters Score -2.136588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 228104 members 
Entering Unmasked Estep 
Score: -21365888.000000 Penalty: 4018.350830
	Iteration 126Q: 3 clusters Score -2.136589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 228087 members 
Entering Unmasked Estep 
Score: -21365908.000000 Penalty: 4018.350830
	Iteration 127Q: 3 clusters Score -2.136591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 228070 members 
Entering Unmasked Estep 
Score: -21365892.000000 Penalty: 4018.350830
	Iteration 128Q: 3 clusters Score -2.136589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 228055 members 
Entering Unmasked Estep 
Score: -21365910.000000 Penalty: 4018.350830
	Iteration 129Q: 3 clusters Score -2.136591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 228036 members 
Entering Unmasked Estep 
Score: -21365928.000000 Penalty: 4018.350830
	Iteration 130Q: 3 clusters Score -2.136593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 228018 members 
Entering Unmasked Estep 
Score: -21365950.000000 Penalty: 4018.350830
	Iteration 131Q: 3 clusters Score -2.136595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 228002 members 
Entering Unmasked Estep 
Score: -21365952.000000 Penalty: 4018.350830
	Iteration 132Q: 3 clusters Score -2.136595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 227987 members 
Entering Unmasked Estep 
Score: -21365944.000000 Penalty: 4018.350830
	Iteration 133Q: 3 clusters Score -2.136594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 227972 members 
Entering Unmasked Estep 
Score: -21365948.000000 Penalty: 4018.350830
	Iteration 134Q: 3 clusters Score -2.136595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 227953 members 
Entering Unmasked Estep 
Score: -21365948.000000 Penalty: 4018.350830
	Iteration 135Q: 3 clusters Score -2.136595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 227940 members 
Entering Unmasked Estep 
Score: -21365954.000000 Penalty: 4018.350830
	Iteration 136Q: 3 clusters Score -2.136595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 227930 members 
Entering Unmasked Estep 
Score: -21365944.000000 Penalty: 4018.350830
	Iteration 137Q: 3 clusters Score -2.136594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 227921 members 
Entering Unmasked Estep 
Score: -21365956.000000 Penalty: 4018.350830
	Iteration 138Q: 3 clusters Score -2.136596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 227913 members 
Entering Unmasked Estep 
Score: -21365980.000000 Penalty: 4018.350830
	Iteration 139Q: 3 clusters Score -2.136598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 227909 members 
Entering Unmasked Estep 
Score: -21365966.000000 Penalty: 4018.350830
	Iteration 140F: 3 clusters Score -2.136597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 227905 members 
Entering Unmasked Estep 
Score: -21365966.000000 Penalty: 4018.350830
	Iteration 141Q: 3 clusters Score -2.136597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 227905 members 
Entering Unmasked Estep 
Score: -21365966.000000 Penalty: 4018.350830
	Iteration 142F: 3 clusters Score -2.136597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 118723 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 6703 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 227905 members 
Mstep: Class 8 contains 11278 members 
Mstep: Class 9 contains 59949 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 13 contains 11833 members 
Mstep: Class 14 contains 8735 members 
Mstep: Class 15 contains 9825 members 
Mstep: Class 16 contains 18268 members 
Mstep: Class 17 contains 88216 members 
Mstep: Class 18 contains 7120 members 
Entering Unmasked Estep 
Score: -53819404.000000 Penalty: 32406.390625
Splitting cluster 1 changes total score from -53817856.000000 to -53819404.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (118723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118723 members 
Entering Unmasked Estep 
Score: -11601257.000000 Penalty: 1898.739136
	Iteration 0F: 2 clusters Score -1.160126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -11531123.000000 Penalty: 3797.478271
	Iteration 0F: 3 clusters Score -1.153112e+07 nChanged 57115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -11566154.000000 Penalty: 3797.478271
	Iteration 1F: 3 clusters Score -1.156615e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -11568466.000000 Penalty: 3797.478271
	Iteration 2Q: 3 clusters Score -1.156847e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -11571272.000000 Penalty: 3797.478271
	Iteration 3F: 3 clusters Score -1.157127e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -11575153.000000 Penalty: 3797.478271
	Iteration 4F: 3 clusters Score -1.157515e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -11580245.000000 Penalty: 3797.478271
	Iteration 5F: 3 clusters Score -1.158024e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -11586301.000000 Penalty: 3797.478271
	Iteration 6F: 3 clusters Score -1.15863e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -11592076.000000 Penalty: 3797.478271
	Iteration 7F: 3 clusters Score -1.159208e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -11596522.000000 Penalty: 3797.478271
	Iteration 8F: 3 clusters Score -1.159652e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 103405 members 
Entering Unmasked Estep 
Score: -11598754.000000 Penalty: 3797.478271
	Iteration 9Q: 3 clusters Score -1.159875e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 105035 members 
Entering Unmasked Estep 
Score: -11599899.000000 Penalty: 3797.478271
	Iteration 10Q: 3 clusters Score -1.15999e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 106245 members 
Entering Unmasked Estep 
Score: -11600548.000000 Penalty: 3797.478271
	Iteration 11Q: 3 clusters Score -1.160055e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 107258 members 
Entering Unmasked Estep 
Score: -11600966.000000 Penalty: 3797.478271
	Iteration 12Q: 3 clusters Score -1.160097e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 108137 members 
Entering Unmasked Estep 
Score: -11601374.000000 Penalty: 3797.478271
	Iteration 13Q: 3 clusters Score -1.160137e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 108942 members 
Entering Unmasked Estep 
Score: -11601818.000000 Penalty: 3797.478271
	Iteration 14Q: 3 clusters Score -1.160182e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 109662 members 
Entering Unmasked Estep 
Score: -11602190.000000 Penalty: 3797.478271
	Iteration 15Q: 3 clusters Score -1.160219e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 110315 members 
Entering Unmasked Estep 
Score: -11602522.000000 Penalty: 3797.478271
	Iteration 16Q: 3 clusters Score -1.160252e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 110923 members 
Entering Unmasked Estep 
Score: -11602765.000000 Penalty: 3797.478271
	Iteration 17Q: 3 clusters Score -1.160276e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 111487 members 
Entering Unmasked Estep 
Score: -11603013.000000 Penalty: 3797.478271
	Iteration 18Q: 3 clusters Score -1.160301e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 111955 members 
Entering Unmasked Estep 
Score: -11603173.000000 Penalty: 3797.478271
	Iteration 19Q: 3 clusters Score -1.160317e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -11603464.000000 Penalty: 3797.478271
	Iteration 20F: 3 clusters Score -1.160346e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 112666 members 
Entering Unmasked Estep 
Score: -11603724.000000 Penalty: 3797.478271
	Iteration 21Q: 3 clusters Score -1.160372e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 112927 members 
Entering Unmasked Estep 
Score: -11604005.000000 Penalty: 3797.478271
	Iteration 22Q: 3 clusters Score -1.1604e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -11604206.000000 Penalty: 3797.478271
	Iteration 23Q: 3 clusters Score -1.160421e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 113473 members 
Entering Unmasked Estep 
Score: -11604437.000000 Penalty: 3797.478271
	Iteration 24Q: 3 clusters Score -1.160444e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 113687 members 
Entering Unmasked Estep 
Score: -11604511.000000 Penalty: 3797.478271
	Iteration 25Q: 3 clusters Score -1.160451e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 113863 members 
Entering Unmasked Estep 
Score: -11604594.000000 Penalty: 3797.478271
	Iteration 26Q: 3 clusters Score -1.160459e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 114055 members 
Entering Unmasked Estep 
Score: -11604683.000000 Penalty: 3797.478271
	Iteration 27Q: 3 clusters Score -1.160468e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 114205 members 
Entering Unmasked Estep 
Score: -11604723.000000 Penalty: 3797.478271
	Iteration 28Q: 3 clusters Score -1.160472e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 114357 members 
Entering Unmasked Estep 
Score: -11604797.000000 Penalty: 3797.478271
	Iteration 29Q: 3 clusters Score -1.16048e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 114475 members 
Entering Unmasked Estep 
Score: -11604811.000000 Penalty: 3797.478271
	Iteration 30Q: 3 clusters Score -1.160481e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 114584 members 
Entering Unmasked Estep 
Score: -11604839.000000 Penalty: 3797.478271
	Iteration 31Q: 3 clusters Score -1.160484e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 114684 members 
Entering Unmasked Estep 
Score: -11604881.000000 Penalty: 3797.478271
	Iteration 32Q: 3 clusters Score -1.160488e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 114773 members 
Entering Unmasked Estep 
Score: -11604896.000000 Penalty: 3797.478271
	Iteration 33Q: 3 clusters Score -1.16049e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 114850 members 
Entering Unmasked Estep 
Score: -11604923.000000 Penalty: 3797.478271
	Iteration 34Q: 3 clusters Score -1.160492e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 114911 members 
Entering Unmasked Estep 
Score: -11604944.000000 Penalty: 3797.478271
	Iteration 35Q: 3 clusters Score -1.160494e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 114962 members 
Entering Unmasked Estep 
Score: -11604953.000000 Penalty: 3797.478271
	Iteration 36Q: 3 clusters Score -1.160495e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 115008 members 
Entering Unmasked Estep 
Score: -11604949.000000 Penalty: 3797.478271
	Iteration 37Q: 3 clusters Score -1.160495e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 115041 members 
Entering Unmasked Estep 
Score: -11604942.000000 Penalty: 3797.478271
	Iteration 38Q: 3 clusters Score -1.160494e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 115072 members 
Entering Unmasked Estep 
Score: -11604918.000000 Penalty: 3797.478271
	Iteration 39Q: 3 clusters Score -1.160492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 115096 members 
Entering Unmasked Estep 
Score: -11605618.000000 Penalty: 3797.478271
	Iteration 40F: 3 clusters Score -1.160562e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 114953 members 
Entering Unmasked Estep 
Score: -11606741.000000 Penalty: 3797.478271
	Iteration 41Q: 3 clusters Score -1.160674e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 114830 members 
Entering Unmasked Estep 
Score: -11607383.000000 Penalty: 3797.478271
	Iteration 42Q: 3 clusters Score -1.160738e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 114826 members 
Entering Unmasked Estep 
Score: -11607502.000000 Penalty: 3797.478271
	Iteration 43Q: 3 clusters Score -1.16075e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -11607596.000000 Penalty: 3797.478271
	Iteration 44Q: 3 clusters Score -1.16076e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 114985 members 
Entering Unmasked Estep 
Score: -11607594.000000 Penalty: 3797.478271
	Iteration 45Q: 3 clusters Score -1.160759e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 115037 members 
Entering Unmasked Estep 
Score: -11607624.000000 Penalty: 3797.478271
	Iteration 46Q: 3 clusters Score -1.160762e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 115074 members 
Entering Unmasked Estep 
Score: -11607633.000000 Penalty: 3797.478271
	Iteration 47Q: 3 clusters Score -1.160763e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 115086 members 
Entering Unmasked Estep 
Score: -11607635.000000 Penalty: 3797.478271
	Iteration 48Q: 3 clusters Score -1.160764e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 115107 members 
Entering Unmasked Estep 
Score: -11607651.000000 Penalty: 3797.478271
	Iteration 49Q: 3 clusters Score -1.160765e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 115130 members 
Entering Unmasked Estep 
Score: -11607676.000000 Penalty: 3797.478271
	Iteration 50Q: 3 clusters Score -1.160768e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -11607668.000000 Penalty: 3797.478271
	Iteration 51Q: 3 clusters Score -1.160767e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 115170 members 
Entering Unmasked Estep 
Score: -11607678.000000 Penalty: 3797.478271
	Iteration 52Q: 3 clusters Score -1.160768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 115181 members 
Entering Unmasked Estep 
Score: -11607695.000000 Penalty: 3797.478271
	Iteration 53Q: 3 clusters Score -1.16077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 115193 members 
Entering Unmasked Estep 
Score: -11607702.000000 Penalty: 3797.478271
	Iteration 54Q: 3 clusters Score -1.16077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 115197 members 
Entering Unmasked Estep 
Score: -11607694.000000 Penalty: 3797.478271
	Iteration 55Q: 3 clusters Score -1.160769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 115200 members 
Entering Unmasked Estep 
Score: -11607685.000000 Penalty: 3797.478271
	Iteration 56Q: 3 clusters Score -1.160768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 115203 members 
Entering Unmasked Estep 
Score: -11607693.000000 Penalty: 3797.478271
	Iteration 57Q: 3 clusters Score -1.160769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 115209 members 
Entering Unmasked Estep 
Score: -11607705.000000 Penalty: 3797.478271
	Iteration 58Q: 3 clusters Score -1.16077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 115215 members 
Entering Unmasked Estep 
Score: -11607710.000000 Penalty: 3797.478271
	Iteration 59Q: 3 clusters Score -1.160771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 115223 members 
Entering Unmasked Estep 
Score: -11607879.000000 Penalty: 3797.478271
	Iteration 60F: 3 clusters Score -1.160788e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 115165 members 
Entering Unmasked Estep 
Score: -11607908.000000 Penalty: 3797.478271
	Iteration 61Q: 3 clusters Score -1.160791e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 115165 members 
Entering Unmasked Estep 
Score: -11607941.000000 Penalty: 3797.478271
	Iteration 62Q: 3 clusters Score -1.160794e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 115178 members 
Entering Unmasked Estep 
Score: -11607966.000000 Penalty: 3797.478271
	Iteration 63Q: 3 clusters Score -1.160797e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 115186 members 
Entering Unmasked Estep 
Score: -11608008.000000 Penalty: 3797.478271
	Iteration 64Q: 3 clusters Score -1.160801e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 115202 members 
Entering Unmasked Estep 
Score: -11608019.000000 Penalty: 3797.478271
	Iteration 65Q: 3 clusters Score -1.160802e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 115210 members 
Entering Unmasked Estep 
Score: -11608021.000000 Penalty: 3797.478271
	Iteration 66Q: 3 clusters Score -1.160802e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -11608023.000000 Penalty: 3797.478271
	Iteration 67Q: 3 clusters Score -1.160802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 115236 members 
Entering Unmasked Estep 
Score: -11608024.000000 Penalty: 3797.478271
	Iteration 68Q: 3 clusters Score -1.160802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 115242 members 
Entering Unmasked Estep 
Score: -11608008.000000 Penalty: 3797.478271
	Iteration 69Q: 3 clusters Score -1.160801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 115244 members 
Entering Unmasked Estep 
Score: -11608012.000000 Penalty: 3797.478271
	Iteration 70Q: 3 clusters Score -1.160801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 115245 members 
Entering Unmasked Estep 
Score: -11608005.000000 Penalty: 3797.478271
	Iteration 71Q: 3 clusters Score -1.1608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 115246 members 
Entering Unmasked Estep 
Score: -11608000.000000 Penalty: 3797.478271
	Iteration 72Q: 3 clusters Score -1.1608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 115247 members 
Entering Unmasked Estep 
Score: -11608004.000000 Penalty: 3797.478271
	Iteration 73Q: 3 clusters Score -1.1608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 115249 members 
Entering Unmasked Estep 
Score: -11608007.000000 Penalty: 3797.478271
	Iteration 74Q: 3 clusters Score -1.160801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 115247 members 
Entering Unmasked Estep 
Score: -11608004.000000 Penalty: 3797.478271
	Iteration 75Q: 3 clusters Score -1.1608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 115249 members 
Entering Unmasked Estep 
Score: -11608008.000000 Penalty: 3797.478271
	Iteration 76Q: 3 clusters Score -1.160801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 115250 members 
Entering Unmasked Estep 
Score: -11608018.000000 Penalty: 3797.478271
	Iteration 77Q: 3 clusters Score -1.160802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 115251 members 
Entering Unmasked Estep 
Score: -11608009.000000 Penalty: 3797.478271
	Iteration 78Q: 3 clusters Score -1.160801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 115252 members 
Entering Unmasked Estep 
Score: -11608011.000000 Penalty: 3797.478271
	Iteration 79Q: 3 clusters Score -1.160801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 115255 members 
Entering Unmasked Estep 
Score: -11608015.000000 Penalty: 3797.478271
	Iteration 80F: 3 clusters Score -1.160802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 115254 members 
Entering Unmasked Estep 
Score: -11608018.000000 Penalty: 3797.478271
	Iteration 81Q: 3 clusters Score -1.160802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 115252 members 
Entering Unmasked Estep 
Score: -11608014.000000 Penalty: 3797.478271
	Iteration 82Q: 3 clusters Score -1.160801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 115251 members 
Entering Unmasked Estep 
Score: -11608021.000000 Penalty: 3797.478271
	Iteration 83Q: 3 clusters Score -1.160802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 115246 members 
Entering Unmasked Estep 
Score: -11608027.000000 Penalty: 3797.478271
	Iteration 84Q: 3 clusters Score -1.160803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 115240 members 
Entering Unmasked Estep 
Score: -11608025.000000 Penalty: 3797.478271
	Iteration 85Q: 3 clusters Score -1.160802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -11608020.000000 Penalty: 3797.478271
	Iteration 86Q: 3 clusters Score -1.160802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 115242 members 
Entering Unmasked Estep 
Score: -11608024.000000 Penalty: 3797.478271
	Iteration 87Q: 3 clusters Score -1.160802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 115239 members 
Entering Unmasked Estep 
Score: -11608020.000000 Penalty: 3797.478271
	Iteration 88Q: 3 clusters Score -1.160802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 115230 members 
Entering Unmasked Estep 
Score: -11608012.000000 Penalty: 3797.478271
	Iteration 89Q: 3 clusters Score -1.160801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 115230 members 
Entering Unmasked Estep 
Score: -11607993.000000 Penalty: 3797.478271
	Iteration 90Q: 3 clusters Score -1.160799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 115229 members 
Entering Unmasked Estep 
Score: -11608010.000000 Penalty: 3797.478271
	Iteration 91Q: 3 clusters Score -1.160801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 115234 members 
Entering Unmasked Estep 
Score: -11608010.000000 Penalty: 3797.478271
	Iteration 92Q: 3 clusters Score -1.160801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 115235 members 
Entering Unmasked Estep 
Score: -11608010.000000 Penalty: 3797.478271
	Iteration 93Q: 3 clusters Score -1.160801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -11608013.000000 Penalty: 3797.478271
	Iteration 94Q: 3 clusters Score -1.160801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 115236 members 
Entering Unmasked Estep 
Score: -11608013.000000 Penalty: 3797.478271
	Iteration 95Q: 3 clusters Score -1.160801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 115235 members 
Entering Unmasked Estep 
Score: -11608018.000000 Penalty: 3797.478271
	Iteration 96Q: 3 clusters Score -1.160802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 115236 members 
Entering Unmasked Estep 
Score: -11608016.000000 Penalty: 3797.478271
	Iteration 97Q: 3 clusters Score -1.160802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 115236 members 
Entering Unmasked Estep 
Score: -11608016.000000 Penalty: 3797.478271
	Iteration 98F: 3 clusters Score -1.160802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3487 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 6703 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 227905 members 
Mstep: Class 7 contains 115236 members 
Mstep: Class 8 contains 11278 members 
Mstep: Class 9 contains 59949 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 13 contains 11833 members 
Mstep: Class 14 contains 8735 members 
Mstep: Class 15 contains 9825 members 
Mstep: Class 16 contains 18268 members 
Mstep: Class 17 contains 88216 members 
Mstep: Class 18 contains 7120 members 
Entering Unmasked Estep 
Score: -53825552.000000 Penalty: 34566.816406
Splitting cluster 2 changes total score from -53817856.000000 to -53825552.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -195775.578125 Penalty: 1237.485962
	Iteration 0F: 2 clusters Score -195775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -193671.140625 Penalty: 2474.971924
	Iteration 0F: 3 clusters Score -193671.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -194080.953125 Penalty: 2474.971924
	Iteration 1F: 3 clusters Score -194081 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -194194.140625 Penalty: 2474.971924
	Iteration 2F: 3 clusters Score -194194.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -194251.718750 Penalty: 2474.971924
	Iteration 3Q: 3 clusters Score -194251.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -194309.671875 Penalty: 2474.971924
	Iteration 4Q: 3 clusters Score -194309.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -194343.906250 Penalty: 2474.971924
	Iteration 5Q: 3 clusters Score -194343.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -194365.453125 Penalty: 2474.971924
	Iteration 6Q: 3 clusters Score -194365.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -194382.015625 Penalty: 2474.971924
	Iteration 7Q: 3 clusters Score -194382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -194404.328125 Penalty: 2474.971924
	Iteration 8Q: 3 clusters Score -194404.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -194429.000000 Penalty: 2474.971924
	Iteration 9Q: 3 clusters Score -194429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -194448.421875 Penalty: 2474.971924
	Iteration 10Q: 3 clusters Score -194448.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -194466.937500 Penalty: 2474.971924
	Iteration 11Q: 3 clusters Score -194466.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -194483.078125 Penalty: 2474.971924
	Iteration 12Q: 3 clusters Score -194483.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -194503.500000 Penalty: 2474.971924
	Iteration 13Q: 3 clusters Score -194503.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -194517.812500 Penalty: 2474.971924
	Iteration 14Q: 3 clusters Score -194517.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -194526.734375 Penalty: 2474.971924
	Iteration 15Q: 3 clusters Score -194526.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -194537.843750 Penalty: 2474.971924
	Iteration 16Q: 3 clusters Score -194537.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -194544.859375 Penalty: 2474.971924
	Iteration 17Q: 3 clusters Score -194544.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -194548.781250 Penalty: 2474.971924
	Iteration 18Q: 3 clusters Score -194548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -194550.953125 Penalty: 2474.971924
	Iteration 19Q: 3 clusters Score -194551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -194552.312500 Penalty: 2474.971924
	Iteration 20F: 3 clusters Score -194552.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -194552.578125 Penalty: 2474.971924
	Iteration 21Q: 3 clusters Score -194552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -194553.421875 Penalty: 2474.971924
	Iteration 22Q: 3 clusters Score -194553.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -194553.421875 Penalty: 2474.971924
	Iteration 23F: 3 clusters Score -194553.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Entering Unmasked Estep 
Score: -595197.625000 Penalty: 1431.675415
	Iteration 0F: 2 clusters Score -595197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -590222.187500 Penalty: 2863.350830
	Iteration 0F: 3 clusters Score -590222.2 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -591952.812500 Penalty: 2863.350830
	Iteration 1F: 3 clusters Score -591952.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -592533.750000 Penalty: 2863.350830
	Iteration 2F: 3 clusters Score -592533.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -593141.000000 Penalty: 2863.350830
	Iteration 3F: 3 clusters Score -593141 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -593584.562500 Penalty: 2863.350830
	Iteration 4F: 3 clusters Score -593584.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -593872.187500 Penalty: 2863.350830
	Iteration 5F: 3 clusters Score -593872.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -594057.062500 Penalty: 2863.350830
	Iteration 6Q: 3 clusters Score -594057.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -594191.562500 Penalty: 2863.350830
	Iteration 7Q: 3 clusters Score -594191.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -594275.937500 Penalty: 2863.350830
	Iteration 8Q: 3 clusters Score -594275.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -594336.187500 Penalty: 2863.350830
	Iteration 9Q: 3 clusters Score -594336.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -594383.625000 Penalty: 2863.350830
	Iteration 10Q: 3 clusters Score -594383.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -594424.437500 Penalty: 2863.350830
	Iteration 11Q: 3 clusters Score -594424.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -594462.875000 Penalty: 2863.350830
	Iteration 12Q: 3 clusters Score -594462.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -594501.500000 Penalty: 2863.350830
	Iteration 13Q: 3 clusters Score -594501.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -594550.812500 Penalty: 2863.350830
	Iteration 14Q: 3 clusters Score -594550.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -594604.125000 Penalty: 2863.350830
	Iteration 15Q: 3 clusters Score -594604.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -594656.125000 Penalty: 2863.350830
	Iteration 16Q: 3 clusters Score -594656.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -594709.875000 Penalty: 2863.350830
	Iteration 17Q: 3 clusters Score -594709.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -594762.437500 Penalty: 2863.350830
	Iteration 18Q: 3 clusters Score -594762.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -594812.062500 Penalty: 2863.350830
	Iteration 19Q: 3 clusters Score -594812.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -594853.437500 Penalty: 2863.350830
	Iteration 20F: 3 clusters Score -594853.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -594893.437500 Penalty: 2863.350830
	Iteration 21Q: 3 clusters Score -594893.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -594926.000000 Penalty: 2863.350830
	Iteration 22Q: 3 clusters Score -594926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -594955.250000 Penalty: 2863.350830
	Iteration 23Q: 3 clusters Score -594955.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -594978.000000 Penalty: 2863.350830
	Iteration 24Q: 3 clusters Score -594978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -594990.312500 Penalty: 2863.350830
	Iteration 25Q: 3 clusters Score -594990.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -594996.250000 Penalty: 2863.350830
	Iteration 26Q: 3 clusters Score -594996.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -595001.312500 Penalty: 2863.350830
	Iteration 27Q: 3 clusters Score -595001.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -595003.375000 Penalty: 2863.350830
	Iteration 28Q: 3 clusters Score -595003.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -595006.125000 Penalty: 2863.350830
	Iteration 29Q: 3 clusters Score -595006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -595006.312500 Penalty: 2863.350830
	Iteration 30Q: 3 clusters Score -595006.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -595008.687500 Penalty: 2863.350830
	Iteration 31Q: 3 clusters Score -595008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -595009.937500 Penalty: 2863.350830
	Iteration 32Q: 3 clusters Score -595009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -595011.437500 Penalty: 2863.350830
	Iteration 33Q: 3 clusters Score -595011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -595011.250000 Penalty: 2863.350830
	Iteration 34Q: 3 clusters Score -595011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -595012.625000 Penalty: 2863.350830
	Iteration 35Q: 3 clusters Score -595012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -595013.500000 Penalty: 2863.350830
	Iteration 36Q: 3 clusters Score -595013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -595013.500000 Penalty: 2863.350830
	Iteration 37F: 3 clusters Score -595013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -204014.796875 Penalty: 1259.614746
	Iteration 0F: 2 clusters Score -204014.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -201738.906250 Penalty: 2519.229492
	Iteration 0F: 3 clusters Score -201738.9 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -202334.531250 Penalty: 2519.229492
	Iteration 1F: 3 clusters Score -202334.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -202509.515625 Penalty: 2519.229492
	Iteration 2F: 3 clusters Score -202509.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -202631.250000 Penalty: 2519.229492
	Iteration 3F: 3 clusters Score -202631.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -202768.984375 Penalty: 2519.229492
	Iteration 4Q: 3 clusters Score -202769 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -202904.640625 Penalty: 2519.229492
	Iteration 5F: 3 clusters Score -202904.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -203018.593750 Penalty: 2519.229492
	Iteration 6F: 3 clusters Score -203018.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -203134.578125 Penalty: 2519.229492
	Iteration 7F: 3 clusters Score -203134.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -203210.937500 Penalty: 2519.229492
	Iteration 8Q: 3 clusters Score -203210.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -203272.859375 Penalty: 2519.229492
	Iteration 9Q: 3 clusters Score -203272.9 nChanged 58
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: -203321.906250 Penalty: 2519.229492
	Iteration 10Q: 3 clusters Score -203321.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -203350.812500 Penalty: 2519.229492
	Iteration 11Q: 3 clusters Score -203350.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -203365.171875 Penalty: 2519.229492
	Iteration 12Q: 3 clusters Score -203365.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -203371.968750 Penalty: 2519.229492
	Iteration 13Q: 3 clusters Score -203372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -203379.296875 Penalty: 2519.229492
	Iteration 14Q: 3 clusters Score -203379.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -203384.171875 Penalty: 2519.229492
	Iteration 15Q: 3 clusters Score -203384.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -203390.984375 Penalty: 2519.229492
	Iteration 16Q: 3 clusters Score -203391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -203397.562500 Penalty: 2519.229492
	Iteration 17Q: 3 clusters Score -203397.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -203404.671875 Penalty: 2519.229492
	Iteration 18Q: 3 clusters Score -203404.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -203408.875000 Penalty: 2519.229492
	Iteration 19Q: 3 clusters Score -203408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -203410.265625 Penalty: 2519.229492
	Iteration 20F: 3 clusters Score -203410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -203411.453125 Penalty: 2519.229492
	Iteration 21Q: 3 clusters Score -203411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -203414.250000 Penalty: 2519.229492
	Iteration 22Q: 3 clusters Score -203414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -203416.000000 Penalty: 2519.229492
	Iteration 23Q: 3 clusters Score -203416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -203416.625000 Penalty: 2519.229492
	Iteration 24Q: 3 clusters Score -203416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -203417.796875 Penalty: 2519.229492
	Iteration 25Q: 3 clusters Score -203417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -203417.984375 Penalty: 2519.229492
	Iteration 26Q: 3 clusters Score -203418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -203418.718750 Penalty: 2519.229492
	Iteration 27Q: 3 clusters Score -203418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -203418.718750 Penalty: 2519.229492
	Iteration 28F: 3 clusters Score -203418.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Entering Unmasked Estep 
Score: -1031627.500000 Penalty: 1516.223999
	Iteration 0F: 2 clusters Score -1031628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1023673.562500 Penalty: 3032.447998
	Iteration 0F: 3 clusters Score -1023674 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1026792.750000 Penalty: 3032.447998
	Iteration 1F: 3 clusters Score -1026793 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1028434.500000 Penalty: 3032.447998
	Iteration 2F: 3 clusters Score -1028434 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1030330.125000 Penalty: 3032.447998
	Iteration 3F: 3 clusters Score -1030330 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1031773.062500 Penalty: 3032.447998
	Iteration 4F: 3 clusters Score -1031773 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1032502.125000 Penalty: 3032.447998
	Iteration 5F: 3 clusters Score -1032502 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1032802.750000 Penalty: 3032.447998
	Iteration 6Q: 3 clusters Score -1032803 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1032937.312500 Penalty: 3032.447998
	Iteration 7Q: 3 clusters Score -1032937 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1033022.875000 Penalty: 3032.447998
	Iteration 8Q: 3 clusters Score -1033023 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1033080.187500 Penalty: 3032.447998
	Iteration 9Q: 3 clusters Score -1033080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1033120.062500 Penalty: 3032.447998
	Iteration 10Q: 3 clusters Score -1033120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1033141.250000 Penalty: 3032.447998
	Iteration 11Q: 3 clusters Score -1033141 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1033167.187500 Penalty: 3032.447998
	Iteration 12Q: 3 clusters Score -1033167 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1033186.000000 Penalty: 3032.447998
	Iteration 13Q: 3 clusters Score -1033186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1033209.875000 Penalty: 3032.447998
	Iteration 14Q: 3 clusters Score -1033210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1033230.187500 Penalty: 3032.447998
	Iteration 15Q: 3 clusters Score -1033230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1033250.500000 Penalty: 3032.447998
	Iteration 16Q: 3 clusters Score -1033250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1033263.937500 Penalty: 3032.447998
	Iteration 17Q: 3 clusters Score -1033264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1033272.687500 Penalty: 3032.447998
	Iteration 18Q: 3 clusters Score -1033273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1033280.500000 Penalty: 3032.447998
	Iteration 19Q: 3 clusters Score -1033280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1033288.062500 Penalty: 3032.447998
	Iteration 20F: 3 clusters Score -1033288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1033297.750000 Penalty: 3032.447998
	Iteration 21Q: 3 clusters Score -1033298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1033306.937500 Penalty: 3032.447998
	Iteration 22Q: 3 clusters Score -1033307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1033308.500000 Penalty: 3032.447998
	Iteration 23Q: 3 clusters Score -1033308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1033312.500000 Penalty: 3032.447998
	Iteration 24Q: 3 clusters Score -1033312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1033318.187500 Penalty: 3032.447998
	Iteration 25Q: 3 clusters Score -1033318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1033317.812500 Penalty: 3032.447998
	Iteration 26Q: 3 clusters Score -1033318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1033318.812500 Penalty: 3032.447998
	Iteration 27Q: 3 clusters Score -1033319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1033324.812500 Penalty: 3032.447998
	Iteration 28Q: 3 clusters Score -1033325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1033328.812500 Penalty: 3032.447998
	Iteration 29Q: 3 clusters Score -1033329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1033331.500000 Penalty: 3032.447998
	Iteration 30Q: 3 clusters Score -1033332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1033334.875000 Penalty: 3032.447998
	Iteration 31Q: 3 clusters Score -1033335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1033335.000000 Penalty: 3032.447998
	Iteration 32Q: 3 clusters Score -1033335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1033335.562500 Penalty: 3032.447998
	Iteration 33Q: 3 clusters Score -1033336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1033335.375000 Penalty: 3032.447998
	Iteration 34Q: 3 clusters Score -1033335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1033340.437500 Penalty: 3032.447998
	Iteration 35Q: 3 clusters Score -1033340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1033341.937500 Penalty: 3032.447998
	Iteration 36Q: 3 clusters Score -1033342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1033341.875000 Penalty: 3032.447998
	Iteration 37Q: 3 clusters Score -1033342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1033341.437500 Penalty: 3032.447998
	Iteration 38Q: 3 clusters Score -1033341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1033341.125000 Penalty: 3032.447998
	Iteration 39Q: 3 clusters Score -1033341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1033342.937500 Penalty: 3032.447998
	Iteration 40F: 3 clusters Score -1033343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1033344.312500 Penalty: 3032.447998
	Iteration 41Q: 3 clusters Score -1033344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1033344.312500 Penalty: 3032.447998
	Iteration 42F: 3 clusters Score -1033344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3487 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 6703 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 227905 members 
Mstep: Class 7 contains 115236 members 
Mstep: Class 8 contains 9423 members 
Mstep: Class 9 contains 59949 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 13 contains 11833 members 
Mstep: Class 14 contains 8735 members 
Mstep: Class 15 contains 9825 members 
Mstep: Class 16 contains 18268 members 
Mstep: Class 17 contains 88216 members 
Mstep: Class 18 contains 7120 members 
Entering Unmasked Estep 
Score: -53826632.000000 Penalty: 36727.242188
Splitting cluster 8 changes total score from -53817856.000000 to -53826632.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 9 (59949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Entering Unmasked Estep 
Score: -5461570.000000 Penalty: 1787.703003
	Iteration 0F: 2 clusters Score -5461570 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 29988 members 
Entering Unmasked Estep 
Score: -5421613.000000 Penalty: 3575.406006
	Iteration 0F: 3 clusters Score -5421613 nChanged 28238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -5437906.000000 Penalty: 3575.406006
	Iteration 1F: 3 clusters Score -5437906 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -5438725.500000 Penalty: 3575.406006
	Iteration 2Q: 3 clusters Score -5438726 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -5439619.500000 Penalty: 3575.406006
	Iteration 3Q: 3 clusters Score -5439620 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -5440811.000000 Penalty: 3575.406006
	Iteration 4Q: 3 clusters Score -5440811 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -5442325.000000 Penalty: 3575.406006
	Iteration 5F: 3 clusters Score -5442325 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -5443997.000000 Penalty: 3575.406006
	Iteration 6F: 3 clusters Score -5443997 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -5446041.500000 Penalty: 3575.406006
	Iteration 7F: 3 clusters Score -5446042 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -5448176.500000 Penalty: 3575.406006
	Iteration 8F: 3 clusters Score -5448176 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -5450200.500000 Penalty: 3575.406006
	Iteration 9F: 3 clusters Score -5450200 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -5451661.000000 Penalty: 3575.406006
	Iteration 10Q: 3 clusters Score -5451661 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -5452429.500000 Penalty: 3575.406006
	Iteration 11Q: 3 clusters Score -5452430 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -5452838.000000 Penalty: 3575.406006
	Iteration 12Q: 3 clusters Score -5452838 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -5453094.500000 Penalty: 3575.406006
	Iteration 13Q: 3 clusters Score -5453094 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -5453326.500000 Penalty: 3575.406006
	Iteration 14Q: 3 clusters Score -5453326 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -5453567.500000 Penalty: 3575.406006
	Iteration 15Q: 3 clusters Score -5453568 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -5453771.500000 Penalty: 3575.406006
	Iteration 16Q: 3 clusters Score -5453772 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -5454033.000000 Penalty: 3575.406006
	Iteration 17Q: 3 clusters Score -5454033 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -5454308.000000 Penalty: 3575.406006
	Iteration 18Q: 3 clusters Score -5454308 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -5454629.500000 Penalty: 3575.406006
	Iteration 19Q: 3 clusters Score -5454630 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -5454973.500000 Penalty: 3575.406006
	Iteration 20F: 3 clusters Score -5454974 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -5455320.000000 Penalty: 3575.406006
	Iteration 21Q: 3 clusters Score -5455320 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -5455682.500000 Penalty: 3575.406006
	Iteration 22Q: 3 clusters Score -5455682 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -5456022.000000 Penalty: 3575.406006
	Iteration 23Q: 3 clusters Score -5456022 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -5456414.500000 Penalty: 3575.406006
	Iteration 24Q: 3 clusters Score -5456414 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -5456814.000000 Penalty: 3575.406006
	Iteration 25Q: 3 clusters Score -5456814 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -5457243.500000 Penalty: 3575.406006
	Iteration 26Q: 3 clusters Score -5457244 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -5457656.000000 Penalty: 3575.406006
	Iteration 27Q: 3 clusters Score -5457656 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -5458084.000000 Penalty: 3575.406006
	Iteration 28Q: 3 clusters Score -5458084 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -5458502.000000 Penalty: 3575.406006
	Iteration 29Q: 3 clusters Score -5458502 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -5458961.000000 Penalty: 3575.406006
	Iteration 30Q: 3 clusters Score -5458961 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5459392.500000 Penalty: 3575.406006
	Iteration 31Q: 3 clusters Score -5459392 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -5459776.500000 Penalty: 3575.406006
	Iteration 32Q: 3 clusters Score -5459776 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -5460013.500000 Penalty: 3575.406006
	Iteration 33Q: 3 clusters Score -5460014 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5460169.000000 Penalty: 3575.406006
	Iteration 34Q: 3 clusters Score -5460169 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5460302.500000 Penalty: 3575.406006
	Iteration 35Q: 3 clusters Score -5460302 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5460362.500000 Penalty: 3575.406006
	Iteration 36Q: 3 clusters Score -5460362 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -5460397.000000 Penalty: 3575.406006
	Iteration 37Q: 3 clusters Score -5460397 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5460427.500000 Penalty: 3575.406006
	Iteration 38Q: 3 clusters Score -5460428 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5460450.500000 Penalty: 3575.406006
	Iteration 39Q: 3 clusters Score -5460450 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5460498.000000 Penalty: 3575.406006
	Iteration 40F: 3 clusters Score -5460498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5460536.500000 Penalty: 3575.406006
	Iteration 41Q: 3 clusters Score -5460536 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5460545.000000 Penalty: 3575.406006
	Iteration 42Q: 3 clusters Score -5460545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5460547.000000 Penalty: 3575.406006
	Iteration 43Q: 3 clusters Score -5460547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5460548.500000 Penalty: 3575.406006
	Iteration 44Q: 3 clusters Score -5460548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5460545.500000 Penalty: 3575.406006
	Iteration 45Q: 3 clusters Score -5460546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5460560.500000 Penalty: 3575.406006
	Iteration 46Q: 3 clusters Score -5460560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5460555.000000 Penalty: 3575.406006
	Iteration 47Q: 3 clusters Score -5460555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5460553.000000 Penalty: 3575.406006
	Iteration 48Q: 3 clusters Score -5460553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5460560.000000 Penalty: 3575.406006
	Iteration 49Q: 3 clusters Score -5460560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5460555.000000 Penalty: 3575.406006
	Iteration 50Q: 3 clusters Score -5460555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5460566.500000 Penalty: 3575.406006
	Iteration 51Q: 3 clusters Score -5460566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5460564.000000 Penalty: 3575.406006
	Iteration 52Q: 3 clusters Score -5460564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5460560.000000 Penalty: 3575.406006
	Iteration 53Q: 3 clusters Score -5460560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5460557.500000 Penalty: 3575.406006
	Iteration 54Q: 3 clusters Score -5460558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5460559.000000 Penalty: 3575.406006
	Iteration 55Q: 3 clusters Score -5460559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5460564.000000 Penalty: 3575.406006
	Iteration 56Q: 3 clusters Score -5460564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5460561.000000 Penalty: 3575.406006
	Iteration 57Q: 3 clusters Score -5460561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5460561.500000 Penalty: 3575.406006
	Iteration 58Q: 3 clusters Score -5460562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5460564.500000 Penalty: 3575.406006
	Iteration 59Q: 3 clusters Score -5460564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5460575.000000 Penalty: 3575.406006
	Iteration 60F: 3 clusters Score -5460575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5460571.500000 Penalty: 3575.406006
	Iteration 61Q: 3 clusters Score -5460572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5460574.000000 Penalty: 3575.406006
	Iteration 62Q: 3 clusters Score -5460574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5460568.000000 Penalty: 3575.406006
	Iteration 63Q: 3 clusters Score -5460568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5460573.500000 Penalty: 3575.406006
	Iteration 64Q: 3 clusters Score -5460574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5460578.500000 Penalty: 3575.406006
	Iteration 65Q: 3 clusters Score -5460578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5460576.000000 Penalty: 3575.406006
	Iteration 66Q: 3 clusters Score -5460576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5460577.500000 Penalty: 3575.406006
	Iteration 67Q: 3 clusters Score -5460578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5460578.500000 Penalty: 3575.406006
	Iteration 68Q: 3 clusters Score -5460578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5460575.000000 Penalty: 3575.406006
	Iteration 69Q: 3 clusters Score -5460575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5460581.500000 Penalty: 3575.406006
	Iteration 70Q: 3 clusters Score -5460582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5460581.500000 Penalty: 3575.406006
	Iteration 71F: 3 clusters Score -5460582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Entering Unmasked Estep 
Score: -1326365.750000 Penalty: 1561.546875
	Iteration 0F: 2 clusters Score -1326366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1316087.500000 Penalty: 3123.093750
	Iteration 0F: 3 clusters Score -1316088 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1319902.875000 Penalty: 3123.093750
	Iteration 1F: 3 clusters Score -1319903 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1320613.375000 Penalty: 3123.093750
	Iteration 2F: 3 clusters Score -1320613 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1321526.000000 Penalty: 3123.093750
	Iteration 3F: 3 clusters Score -1321526 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1322557.625000 Penalty: 3123.093750
	Iteration 4F: 3 clusters Score -1322558 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1323491.375000 Penalty: 3123.093750
	Iteration 5F: 3 clusters Score -1323491 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1324141.250000 Penalty: 3123.093750
	Iteration 6F: 3 clusters Score -1324141 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1324475.375000 Penalty: 3123.093750
	Iteration 7Q: 3 clusters Score -1324475 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1324655.625000 Penalty: 3123.093750
	Iteration 8Q: 3 clusters Score -1324656 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1324766.250000 Penalty: 3123.093750
	Iteration 9Q: 3 clusters Score -1324766 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1324843.000000 Penalty: 3123.093750
	Iteration 10Q: 3 clusters Score -1324843 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1324901.500000 Penalty: 3123.093750
	Iteration 11Q: 3 clusters Score -1324902 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1324940.250000 Penalty: 3123.093750
	Iteration 12Q: 3 clusters Score -1324940 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1324986.250000 Penalty: 3123.093750
	Iteration 13Q: 3 clusters Score -1324986 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1325028.125000 Penalty: 3123.093750
	Iteration 14Q: 3 clusters Score -1325028 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1325077.125000 Penalty: 3123.093750
	Iteration 15Q: 3 clusters Score -1325077 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1325117.750000 Penalty: 3123.093750
	Iteration 16Q: 3 clusters Score -1325118 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1325152.125000 Penalty: 3123.093750
	Iteration 17Q: 3 clusters Score -1325152 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1325183.500000 Penalty: 3123.093750
	Iteration 18Q: 3 clusters Score -1325184 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1325229.250000 Penalty: 3123.093750
	Iteration 19Q: 3 clusters Score -1325229 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1325264.625000 Penalty: 3123.093750
	Iteration 20F: 3 clusters Score -1325265 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1325309.000000 Penalty: 3123.093750
	Iteration 21Q: 3 clusters Score -1325309 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1325361.250000 Penalty: 3123.093750
	Iteration 22Q: 3 clusters Score -1325361 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1325411.750000 Penalty: 3123.093750
	Iteration 23Q: 3 clusters Score -1325412 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1325472.375000 Penalty: 3123.093750
	Iteration 24Q: 3 clusters Score -1325472 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1325519.500000 Penalty: 3123.093750
	Iteration 25Q: 3 clusters Score -1325520 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1325566.125000 Penalty: 3123.093750
	Iteration 26Q: 3 clusters Score -1325566 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1325617.125000 Penalty: 3123.093750
	Iteration 27Q: 3 clusters Score -1325617 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1325671.500000 Penalty: 3123.093750
	Iteration 28Q: 3 clusters Score -1325672 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1325730.375000 Penalty: 3123.093750
	Iteration 29Q: 3 clusters Score -1325730 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1325791.375000 Penalty: 3123.093750
	Iteration 30Q: 3 clusters Score -1325791 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1325866.000000 Penalty: 3123.093750
	Iteration 31Q: 3 clusters Score -1325866 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1325948.375000 Penalty: 3123.093750
	Iteration 32Q: 3 clusters Score -1325948 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1326064.750000 Penalty: 3123.093750
	Iteration 33Q: 3 clusters Score -1326065 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1326195.250000 Penalty: 3123.093750
	Iteration 34Q: 3 clusters Score -1326195 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1326322.000000 Penalty: 3123.093750
	Iteration 35Q: 3 clusters Score -1326322 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1326452.750000 Penalty: 3123.093750
	Iteration 36Q: 3 clusters Score -1326453 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1326564.250000 Penalty: 3123.093750
	Iteration 37Q: 3 clusters Score -1326564 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1326662.750000 Penalty: 3123.093750
	Iteration 38Q: 3 clusters Score -1326663 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1326731.375000 Penalty: 3123.093750
	Iteration 39Q: 3 clusters Score -1326731 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1326779.125000 Penalty: 3123.093750
	Iteration 40F: 3 clusters Score -1326779 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1326822.500000 Penalty: 3123.093750
	Iteration 41Q: 3 clusters Score -1326822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1326864.000000 Penalty: 3123.093750
	Iteration 42Q: 3 clusters Score -1326864 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1326887.875000 Penalty: 3123.093750
	Iteration 43Q: 3 clusters Score -1326888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1326900.500000 Penalty: 3123.093750
	Iteration 44Q: 3 clusters Score -1326900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1326915.000000 Penalty: 3123.093750
	Iteration 45Q: 3 clusters Score -1326915 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1326922.250000 Penalty: 3123.093750
	Iteration 46Q: 3 clusters Score -1326922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1326922.500000 Penalty: 3123.093750
	Iteration 47Q: 3 clusters Score -1326922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1326926.750000 Penalty: 3123.093750
	Iteration 48Q: 3 clusters Score -1326927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1326929.000000 Penalty: 3123.093750
	Iteration 49Q: 3 clusters Score -1326929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1326931.125000 Penalty: 3123.093750
	Iteration 50Q: 3 clusters Score -1326931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1326933.625000 Penalty: 3123.093750
	Iteration 51Q: 3 clusters Score -1326934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1326937.750000 Penalty: 3123.093750
	Iteration 52Q: 3 clusters Score -1326938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1326940.375000 Penalty: 3123.093750
	Iteration 53Q: 3 clusters Score -1326940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1326939.875000 Penalty: 3123.093750
	Iteration 54Q: 3 clusters Score -1326940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1326943.625000 Penalty: 3123.093750
	Iteration 55Q: 3 clusters Score -1326944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1326943.875000 Penalty: 3123.093750
	Iteration 56Q: 3 clusters Score -1326944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1326941.875000 Penalty: 3123.093750
	Iteration 57Q: 3 clusters Score -1326942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1326941.125000 Penalty: 3123.093750
	Iteration 58Q: 3 clusters Score -1326941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1326942.375000 Penalty: 3123.093750
	Iteration 59Q: 3 clusters Score -1326942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1326942.375000 Penalty: 3123.093750
	Iteration 60F: 3 clusters Score -1326942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3487 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 6703 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 227905 members 
Mstep: Class 7 contains 115236 members 
Mstep: Class 8 contains 9423 members 
Mstep: Class 9 contains 59949 members 
Mstep: Class 10 contains 6526 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 8380 members 
Mstep: Class 13 contains 11833 members 
Mstep: Class 14 contains 8735 members 
Mstep: Class 15 contains 9825 members 
Mstep: Class 16 contains 18268 members 
Mstep: Class 17 contains 88216 members 
Mstep: Class 18 contains 7120 members 
Entering Unmasked Estep 
Score: -53826492.000000 Penalty: 38887.667969
Splitting cluster 10 changes total score from -53817856.000000 to -53826492.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 13 (11833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Entering Unmasked Estep 
Score: -1132260.625000 Penalty: 1524.030273
	Iteration 0F: 2 clusters Score -1132261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1123965.375000 Penalty: 3048.060547
	Iteration 0F: 3 clusters Score -1123965 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1126916.125000 Penalty: 3048.060547
	Iteration 1F: 3 clusters Score -1126916 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1127369.500000 Penalty: 3048.060547
	Iteration 2F: 3 clusters Score -1127370 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1127869.000000 Penalty: 3048.060547
	Iteration 3F: 3 clusters Score -1127869 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1128579.875000 Penalty: 3048.060547
	Iteration 4F: 3 clusters Score -1128580 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1129416.375000 Penalty: 3048.060547
	Iteration 5F: 3 clusters Score -1129416 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1130370.000000 Penalty: 3048.060547
	Iteration 6F: 3 clusters Score -1130370 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1131255.250000 Penalty: 3048.060547
	Iteration 7F: 3 clusters Score -1131255 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1131923.500000 Penalty: 3048.060547
	Iteration 8F: 3 clusters Score -1131924 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1132329.000000 Penalty: 3048.060547
	Iteration 9Q: 3 clusters Score -1132329 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1132576.000000 Penalty: 3048.060547
	Iteration 10Q: 3 clusters Score -1132576 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1132701.125000 Penalty: 3048.060547
	Iteration 11Q: 3 clusters Score -1132701 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1132764.875000 Penalty: 3048.060547
	Iteration 12Q: 3 clusters Score -1132765 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1132792.375000 Penalty: 3048.060547
	Iteration 13Q: 3 clusters Score -1132792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1132803.625000 Penalty: 3048.060547
	Iteration 14Q: 3 clusters Score -1132804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1132810.625000 Penalty: 3048.060547
	Iteration 15Q: 3 clusters Score -1132811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1132812.875000 Penalty: 3048.060547
	Iteration 16Q: 3 clusters Score -1132813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1132814.500000 Penalty: 3048.060547
	Iteration 17Q: 3 clusters Score -1132814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1132819.375000 Penalty: 3048.060547
	Iteration 18Q: 3 clusters Score -1132819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1132817.375000 Penalty: 3048.060547
	Iteration 19Q: 3 clusters Score -1132817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1132819.500000 Penalty: 3048.060547
	Iteration 20F: 3 clusters Score -1132820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1132820.000000 Penalty: 3048.060547
	Iteration 21Q: 3 clusters Score -1132820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1132820.375000 Penalty: 3048.060547
	Iteration 22Q: 3 clusters Score -1132820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1132822.000000 Penalty: 3048.060547
	Iteration 23Q: 3 clusters Score -1132822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1132823.375000 Penalty: 3048.060547
	Iteration 24Q: 3 clusters Score -1132823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1132823.375000 Penalty: 3048.060547
	Iteration 25F: 3 clusters Score -1132823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3487 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 6703 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 227905 members 
Mstep: Class 7 contains 115236 members 
Mstep: Class 8 contains 9423 members 
Mstep: Class 9 contains 59949 members 
Mstep: Class 10 contains 6526 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 8380 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 8735 members 
Mstep: Class 15 contains 9825 members 
Mstep: Class 16 contains 18268 members 
Mstep: Class 17 contains 88216 members 
Mstep: Class 18 contains 7120 members 
Mstep: Class 19 contains 10850 members 
Entering Unmasked Estep 
Score: -53826668.000000 Penalty: 41048.093750
Splitting cluster 13 changes total score from -53817856.000000 to -53826668.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 14 (8735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Entering Unmasked Estep 
Score: -698490.187500 Penalty: 1474.702637
	Iteration 0F: 2 clusters Score -698490.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -692231.437500 Penalty: 2949.405273
	Iteration 0F: 3 clusters Score -692231.4 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -695259.125000 Penalty: 2949.405273
	Iteration 1F: 3 clusters Score -695259.1 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -696644.625000 Penalty: 2949.405273
	Iteration 2F: 3 clusters Score -696644.6 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -698114.687500 Penalty: 2949.405273
	Iteration 3F: 3 clusters Score -698114.7 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -699261.250000 Penalty: 2949.405273
	Iteration 4F: 3 clusters Score -699261.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -699993.562500 Penalty: 2949.405273
	Iteration 5F: 3 clusters Score -699993.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -700526.500000 Penalty: 2949.405273
	Iteration 6F: 3 clusters Score -700526.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -701139.312500 Penalty: 2949.405273
	Iteration 7Q: 3 clusters Score -701139.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -701550.125000 Penalty: 2949.405273
	Iteration 8Q: 3 clusters Score -701550.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -701678.375000 Penalty: 2949.405273
	Iteration 9Q: 3 clusters Score -701678.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -701738.312500 Penalty: 2949.405273
	Iteration 10Q: 3 clusters Score -701738.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -701762.062500 Penalty: 2949.405273
	Iteration 11Q: 3 clusters Score -701762.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -701770.375000 Penalty: 2949.405273
	Iteration 12Q: 3 clusters Score -701770.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -701777.500000 Penalty: 2949.405273
	Iteration 13Q: 3 clusters Score -701777.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -701782.187500 Penalty: 2949.405273
	Iteration 14Q: 3 clusters Score -701782.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -701782.437500 Penalty: 2949.405273
	Iteration 15Q: 3 clusters Score -701782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -701782.187500 Penalty: 2949.405273
	Iteration 16Q: 3 clusters Score -701782.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -701782.187500 Penalty: 2949.405273
	Iteration 17F: 3 clusters Score -701782.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3487 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 6703 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 227905 members 
Mstep: Class 7 contains 115236 members 
Mstep: Class 8 contains 9423 members 
Mstep: Class 9 contains 59949 members 
Mstep: Class 10 contains 6526 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 8380 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 9825 members 
Mstep: Class 16 contains 18268 members 
Mstep: Class 17 contains 88216 members 
Mstep: Class 18 contains 7120 members 
Mstep: Class 19 contains 10850 members 
Mstep: Class 20 contains 7411 members 
Entering Unmasked Estep 
Score: -53829120.000000 Penalty: 43208.519531
Splitting cluster 14 changes total score from -53817856.000000 to -53829120.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -851803.750000 Penalty: 1493.811279
	Iteration 0F: 2 clusters Score -851803.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -844778.812500 Penalty: 2987.622559
	Iteration 0F: 3 clusters Score -844778.8 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -847292.500000 Penalty: 2987.622559
	Iteration 1F: 3 clusters Score -847292.5 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -847816.500000 Penalty: 2987.622559
	Iteration 2F: 3 clusters Score -847816.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -848384.812500 Penalty: 2987.622559
	Iteration 3F: 3 clusters Score -848384.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -848918.812500 Penalty: 2987.622559
	Iteration 4F: 3 clusters Score -848918.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -849330.562500 Penalty: 2987.622559
	Iteration 5F: 3 clusters Score -849330.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -849599.312500 Penalty: 2987.622559
	Iteration 6F: 3 clusters Score -849599.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -849768.312500 Penalty: 2987.622559
	Iteration 7Q: 3 clusters Score -849768.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -849873.000000 Penalty: 2987.622559
	Iteration 8Q: 3 clusters Score -849873 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -849935.437500 Penalty: 2987.622559
	Iteration 9Q: 3 clusters Score -849935.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -849986.562500 Penalty: 2987.622559
	Iteration 10Q: 3 clusters Score -849986.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -850023.062500 Penalty: 2987.622559
	Iteration 11Q: 3 clusters Score -850023.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -850055.687500 Penalty: 2987.622559
	Iteration 12Q: 3 clusters Score -850055.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -850070.687500 Penalty: 2987.622559
	Iteration 13Q: 3 clusters Score -850070.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -850088.250000 Penalty: 2987.622559
	Iteration 14Q: 3 clusters Score -850088.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -850105.187500 Penalty: 2987.622559
	Iteration 15Q: 3 clusters Score -850105.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -850121.812500 Penalty: 2987.622559
	Iteration 16Q: 3 clusters Score -850121.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -850140.937500 Penalty: 2987.622559
	Iteration 17Q: 3 clusters Score -850140.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -850155.937500 Penalty: 2987.622559
	Iteration 18Q: 3 clusters Score -850155.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -850172.937500 Penalty: 2987.622559
	Iteration 19Q: 3 clusters Score -850172.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -850186.000000 Penalty: 2987.622559
	Iteration 20F: 3 clusters Score -850186 nChanged 47
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: -850194.687500 Penalty: 2987.622559
	Iteration 21Q: 3 clusters Score -850194.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -850206.250000 Penalty: 2987.622559
	Iteration 22Q: 3 clusters Score -850206.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -850219.125000 Penalty: 2987.622559
	Iteration 23Q: 3 clusters Score -850219.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -850228.312500 Penalty: 2987.622559
	Iteration 24Q: 3 clusters Score -850228.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -850243.125000 Penalty: 2987.622559
	Iteration 25Q: 3 clusters Score -850243.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -850254.250000 Penalty: 2987.622559
	Iteration 26Q: 3 clusters Score -850254.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -850266.187500 Penalty: 2987.622559
	Iteration 27Q: 3 clusters Score -850266.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -850281.312500 Penalty: 2987.622559
	Iteration 28Q: 3 clusters Score -850281.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -850291.500000 Penalty: 2987.622559
	Iteration 29Q: 3 clusters Score -850291.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -850308.437500 Penalty: 2987.622559
	Iteration 30Q: 3 clusters Score -850308.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -850325.812500 Penalty: 2987.622559
	Iteration 31Q: 3 clusters Score -850325.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -850343.625000 Penalty: 2987.622559
	Iteration 32Q: 3 clusters Score -850343.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -850355.687500 Penalty: 2987.622559
	Iteration 33Q: 3 clusters Score -850355.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -850368.562500 Penalty: 2987.622559
	Iteration 34Q: 3 clusters Score -850368.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -850379.437500 Penalty: 2987.622559
	Iteration 35Q: 3 clusters Score -850379.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -850391.812500 Penalty: 2987.622559
	Iteration 36Q: 3 clusters Score -850391.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -850406.562500 Penalty: 2987.622559
	Iteration 37Q: 3 clusters Score -850406.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -850415.125000 Penalty: 2987.622559
	Iteration 38Q: 3 clusters Score -850415.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -850425.937500 Penalty: 2987.622559
	Iteration 39Q: 3 clusters Score -850425.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -850433.812500 Penalty: 2987.622559
	Iteration 40F: 3 clusters Score -850433.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -850442.062500 Penalty: 2987.622559
	Iteration 41Q: 3 clusters Score -850442.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -850445.062500 Penalty: 2987.622559
	Iteration 42Q: 3 clusters Score -850445.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -850450.562500 Penalty: 2987.622559
	Iteration 43Q: 3 clusters Score -850450.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -850458.125000 Penalty: 2987.622559
	Iteration 44Q: 3 clusters Score -850458.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -850466.125000 Penalty: 2987.622559
	Iteration 45Q: 3 clusters Score -850466.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -850475.125000 Penalty: 2987.622559
	Iteration 46Q: 3 clusters Score -850475.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -850488.000000 Penalty: 2987.622559
	Iteration 47Q: 3 clusters Score -850488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -850501.187500 Penalty: 2987.622559
	Iteration 48Q: 3 clusters Score -850501.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -850513.750000 Penalty: 2987.622559
	Iteration 49Q: 3 clusters Score -850513.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -850518.187500 Penalty: 2987.622559
	Iteration 50Q: 3 clusters Score -850518.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -850531.937500 Penalty: 2987.622559
	Iteration 51Q: 3 clusters Score -850531.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -850534.312500 Penalty: 2987.622559
	Iteration 52Q: 3 clusters Score -850534.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -850539.875000 Penalty: 2987.622559
	Iteration 53Q: 3 clusters Score -850539.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -850543.000000 Penalty: 2987.622559
	Iteration 54Q: 3 clusters Score -850543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -850547.687500 Penalty: 2987.622559
	Iteration 55Q: 3 clusters Score -850547.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -850553.000000 Penalty: 2987.622559
	Iteration 56Q: 3 clusters Score -850553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -850555.625000 Penalty: 2987.622559
	Iteration 57Q: 3 clusters Score -850555.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -850560.437500 Penalty: 2987.622559
	Iteration 58Q: 3 clusters Score -850560.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -850559.500000 Penalty: 2987.622559
	Iteration 59Q: 3 clusters Score -850559.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -850564.625000 Penalty: 2987.622559
	Iteration 60F: 3 clusters Score -850564.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -850566.875000 Penalty: 2987.622559
	Iteration 61Q: 3 clusters Score -850566.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -850571.937500 Penalty: 2987.622559
	Iteration 62Q: 3 clusters Score -850571.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -850572.562500 Penalty: 2987.622559
	Iteration 63Q: 3 clusters Score -850572.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -850576.687500 Penalty: 2987.622559
	Iteration 64Q: 3 clusters Score -850576.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -850581.812500 Penalty: 2987.622559
	Iteration 65Q: 3 clusters Score -850581.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -850584.250000 Penalty: 2987.622559
	Iteration 66Q: 3 clusters Score -850584.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -850583.812500 Penalty: 2987.622559
	Iteration 67Q: 3 clusters Score -850583.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -850587.562500 Penalty: 2987.622559
	Iteration 68Q: 3 clusters Score -850587.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -850590.187500 Penalty: 2987.622559
	Iteration 69Q: 3 clusters Score -850590.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -850592.062500 Penalty: 2987.622559
	Iteration 70Q: 3 clusters Score -850592.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -850593.062500 Penalty: 2987.622559
	Iteration 71Q: 3 clusters Score -850593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -850593.687500 Penalty: 2987.622559
	Iteration 72Q: 3 clusters Score -850593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -850593.687500 Penalty: 2987.622559
	Iteration 73F: 3 clusters Score -850593.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Entering Unmasked Estep 
Score: -1670555.875000 Penalty: 1594.597290
	Iteration 0F: 2 clusters Score -1670556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1658119.500000 Penalty: 3189.194580
	Iteration 0F: 3 clusters Score -1658120 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1662420.375000 Penalty: 3189.194580
	Iteration 1F: 3 clusters Score -1662420 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1662756.125000 Penalty: 3189.194580
	Iteration 2Q: 3 clusters Score -1662756 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1663092.125000 Penalty: 3189.194580
	Iteration 3Q: 3 clusters Score -1663092 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1663536.000000 Penalty: 3189.194580
	Iteration 4Q: 3 clusters Score -1663536 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1664048.375000 Penalty: 3189.194580
	Iteration 5F: 3 clusters Score -1664048 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1664698.375000 Penalty: 3189.194580
	Iteration 6F: 3 clusters Score -1664698 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1665391.875000 Penalty: 3189.194580
	Iteration 7F: 3 clusters Score -1665392 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1666056.250000 Penalty: 3189.194580
	Iteration 8F: 3 clusters Score -1666056 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1666616.125000 Penalty: 3189.194580
	Iteration 9Q: 3 clusters Score -1666616 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1667024.000000 Penalty: 3189.194580
	Iteration 10Q: 3 clusters Score -1667024 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1667254.250000 Penalty: 3189.194580
	Iteration 11Q: 3 clusters Score -1667254 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1667400.375000 Penalty: 3189.194580
	Iteration 12Q: 3 clusters Score -1667400 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1667522.000000 Penalty: 3189.194580
	Iteration 13Q: 3 clusters Score -1667522 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1667598.375000 Penalty: 3189.194580
	Iteration 14Q: 3 clusters Score -1667598 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1667656.875000 Penalty: 3189.194580
	Iteration 15Q: 3 clusters Score -1667657 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1667705.500000 Penalty: 3189.194580
	Iteration 16Q: 3 clusters Score -1667706 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1667749.125000 Penalty: 3189.194580
	Iteration 17Q: 3 clusters Score -1667749 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1667788.000000 Penalty: 3189.194580
	Iteration 18Q: 3 clusters Score -1667788 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1667819.500000 Penalty: 3189.194580
	Iteration 19Q: 3 clusters Score -1667820 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1667861.000000 Penalty: 3189.194580
	Iteration 20F: 3 clusters Score -1667861 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1667893.625000 Penalty: 3189.194580
	Iteration 21Q: 3 clusters Score -1667894 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1667915.000000 Penalty: 3189.194580
	Iteration 22Q: 3 clusters Score -1667915 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1667935.750000 Penalty: 3189.194580
	Iteration 23Q: 3 clusters Score -1667936 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1667970.125000 Penalty: 3189.194580
	Iteration 24Q: 3 clusters Score -1667970 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1667995.625000 Penalty: 3189.194580
	Iteration 25Q: 3 clusters Score -1667996 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1668023.250000 Penalty: 3189.194580
	Iteration 26Q: 3 clusters Score -1668023 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1668049.625000 Penalty: 3189.194580
	Iteration 27Q: 3 clusters Score -1668050 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1668080.375000 Penalty: 3189.194580
	Iteration 28Q: 3 clusters Score -1668080 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1668112.250000 Penalty: 3189.194580
	Iteration 29Q: 3 clusters Score -1668112 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1668151.500000 Penalty: 3189.194580
	Iteration 30Q: 3 clusters Score -1668152 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1668193.875000 Penalty: 3189.194580
	Iteration 31Q: 3 clusters Score -1668194 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1668233.375000 Penalty: 3189.194580
	Iteration 32Q: 3 clusters Score -1668233 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1668296.375000 Penalty: 3189.194580
	Iteration 33Q: 3 clusters Score -1668296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1668360.625000 Penalty: 3189.194580
	Iteration 34Q: 3 clusters Score -1668361 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1668416.750000 Penalty: 3189.194580
	Iteration 35Q: 3 clusters Score -1668417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1668465.750000 Penalty: 3189.194580
	Iteration 36Q: 3 clusters Score -1668466 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1668526.500000 Penalty: 3189.194580
	Iteration 37Q: 3 clusters Score -1668526 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1668579.500000 Penalty: 3189.194580
	Iteration 38Q: 3 clusters Score -1668580 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1668627.875000 Penalty: 3189.194580
	Iteration 39Q: 3 clusters Score -1668628 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1668691.000000 Penalty: 3189.194580
	Iteration 40F: 3 clusters Score -1668691 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1668747.250000 Penalty: 3189.194580
	Iteration 41Q: 3 clusters Score -1668747 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1668785.000000 Penalty: 3189.194580
	Iteration 42Q: 3 clusters Score -1668785 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1668832.125000 Penalty: 3189.194580
	Iteration 43Q: 3 clusters Score -1668832 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1668875.000000 Penalty: 3189.194580
	Iteration 44Q: 3 clusters Score -1668875 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1668910.500000 Penalty: 3189.194580
	Iteration 45Q: 3 clusters Score -1668910 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1668934.250000 Penalty: 3189.194580
	Iteration 46Q: 3 clusters Score -1668934 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1668964.125000 Penalty: 3189.194580
	Iteration 47Q: 3 clusters Score -1668964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1668995.125000 Penalty: 3189.194580
	Iteration 48Q: 3 clusters Score -1668995 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1669016.125000 Penalty: 3189.194580
	Iteration 49Q: 3 clusters Score -1669016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1669035.125000 Penalty: 3189.194580
	Iteration 50Q: 3 clusters Score -1669035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -1669048.500000 Penalty: 3189.194580
	Iteration 51Q: 3 clusters Score -1669048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -1669066.625000 Penalty: 3189.194580
	Iteration 52Q: 3 clusters Score -1669067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1669071.750000 Penalty: 3189.194580
	Iteration 53Q: 3 clusters Score -1669072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1669080.875000 Penalty: 3189.194580
	Iteration 54Q: 3 clusters Score -1669081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1669091.125000 Penalty: 3189.194580
	Iteration 55Q: 3 clusters Score -1669091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -1669098.500000 Penalty: 3189.194580
	Iteration 56Q: 3 clusters Score -1669098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1669102.875000 Penalty: 3189.194580
	Iteration 57Q: 3 clusters Score -1669103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1669108.875000 Penalty: 3189.194580
	Iteration 58Q: 3 clusters Score -1669109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1669112.125000 Penalty: 3189.194580
	Iteration 59Q: 3 clusters Score -1669112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1669120.250000 Penalty: 3189.194580
	Iteration 60F: 3 clusters Score -1669120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1669129.500000 Penalty: 3189.194580
	Iteration 61Q: 3 clusters Score -1669130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1669134.375000 Penalty: 3189.194580
	Iteration 62Q: 3 clusters Score -1669134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1669139.875000 Penalty: 3189.194580
	Iteration 63Q: 3 clusters Score -1669140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1669145.250000 Penalty: 3189.194580
	Iteration 64Q: 3 clusters Score -1669145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1669145.250000 Penalty: 3189.194580
	Iteration 65Q: 3 clusters Score -1669145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1669149.750000 Penalty: 3189.194580
	Iteration 66Q: 3 clusters Score -1669150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1669150.125000 Penalty: 3189.194580
	Iteration 67Q: 3 clusters Score -1669150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1669153.500000 Penalty: 3189.194580
	Iteration 68Q: 3 clusters Score -1669154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1669153.750000 Penalty: 3189.194580
	Iteration 69Q: 3 clusters Score -1669154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1669153.750000 Penalty: 3189.194580
	Iteration 70F: 3 clusters Score -1669154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Entering Unmasked Estep 
Score: -8078335.500000 Penalty: 1850.475830
	Iteration 0F: 2 clusters Score -8078336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8019109.500000 Penalty: 3700.951660
	Iteration 0F: 3 clusters Score -8019110 nChanged 42374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -8043771.000000 Penalty: 3700.951660
	Iteration 1F: 3 clusters Score -8043771 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -8044773.000000 Penalty: 3700.951660
	Iteration 2Q: 3 clusters Score -8044773 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -8046057.500000 Penalty: 3700.951660
	Iteration 3Q: 3 clusters Score -8046058 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -8047747.000000 Penalty: 3700.951660
	Iteration 4Q: 3 clusters Score -8047747 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -8049590.500000 Penalty: 3700.951660
	Iteration 5Q: 3 clusters Score -8049590 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -8051895.500000 Penalty: 3700.951660
	Iteration 6F: 3 clusters Score -8051896 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -8054554.500000 Penalty: 3700.951660
	Iteration 7F: 3 clusters Score -8054554 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -8057582.000000 Penalty: 3700.951660
	Iteration 8F: 3 clusters Score -8057582 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -8060889.000000 Penalty: 3700.951660
	Iteration 9F: 3 clusters Score -8060889 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -8064205.500000 Penalty: 3700.951660
	Iteration 10F: 3 clusters Score -8064206 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -8067174.500000 Penalty: 3700.951660
	Iteration 11Q: 3 clusters Score -8067174 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -8069821.000000 Penalty: 3700.951660
	Iteration 12Q: 3 clusters Score -8069821 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -8071962.000000 Penalty: 3700.951660
	Iteration 13Q: 3 clusters Score -8071962 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -8073599.500000 Penalty: 3700.951660
	Iteration 14Q: 3 clusters Score -8073600 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81738 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -8074746.500000 Penalty: 3700.951660
	Iteration 15Q: 3 clusters Score -8074746 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -8075534.500000 Penalty: 3700.951660
	Iteration 16Q: 3 clusters Score -8075534 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84339 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -8076089.500000 Penalty: 3700.951660
	Iteration 17Q: 3 clusters Score -8076090 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -8076437.500000 Penalty: 3700.951660
	Iteration 18Q: 3 clusters Score -8076438 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85581 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -8076646.500000 Penalty: 3700.951660
	Iteration 19Q: 3 clusters Score -8076646 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8076803.000000 Penalty: 3700.951660
	Iteration 20F: 3 clusters Score -8076803 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8076892.000000 Penalty: 3700.951660
	Iteration 21Q: 3 clusters Score -8076892 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8076950.000000 Penalty: 3700.951660
	Iteration 22Q: 3 clusters Score -8076950 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86483 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8076990.500000 Penalty: 3700.951660
	Iteration 23Q: 3 clusters Score -8076990 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8077013.000000 Penalty: 3700.951660
	Iteration 24Q: 3 clusters Score -8077013 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8077032.000000 Penalty: 3700.951660
	Iteration 25Q: 3 clusters Score -8077032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8077062.000000 Penalty: 3700.951660
	Iteration 26Q: 3 clusters Score -8077062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86752 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8077081.000000 Penalty: 3700.951660
	Iteration 27Q: 3 clusters Score -8077081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8077093.000000 Penalty: 3700.951660
	Iteration 28Q: 3 clusters Score -8077093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86807 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8077105.000000 Penalty: 3700.951660
	Iteration 29Q: 3 clusters Score -8077105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8077118.000000 Penalty: 3700.951660
	Iteration 30Q: 3 clusters Score -8077118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8077125.000000 Penalty: 3700.951660
	Iteration 31Q: 3 clusters Score -8077125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86872 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8077127.500000 Penalty: 3700.951660
	Iteration 32Q: 3 clusters Score -8077128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8077128.000000 Penalty: 3700.951660
	Iteration 33Q: 3 clusters Score -8077128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8077137.000000 Penalty: 3700.951660
	Iteration 34Q: 3 clusters Score -8077137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8077147.500000 Penalty: 3700.951660
	Iteration 35Q: 3 clusters Score -8077148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86937 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8077148.500000 Penalty: 3700.951660
	Iteration 36Q: 3 clusters Score -8077148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86944 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8077142.000000 Penalty: 3700.951660
	Iteration 37Q: 3 clusters Score -8077142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86952 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8077161.500000 Penalty: 3700.951660
	Iteration 38Q: 3 clusters Score -8077162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86960 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8077156.000000 Penalty: 3700.951660
	Iteration 39Q: 3 clusters Score -8077156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8077153.500000 Penalty: 3700.951660
	Iteration 40F: 3 clusters Score -8077154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8077145.500000 Penalty: 3700.951660
	Iteration 41Q: 3 clusters Score -8077146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8077150.500000 Penalty: 3700.951660
	Iteration 42Q: 3 clusters Score -8077150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8077150.000000 Penalty: 3700.951660
	Iteration 43Q: 3 clusters Score -8077150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8077151.000000 Penalty: 3700.951660
	Iteration 44Q: 3 clusters Score -8077151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86998 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8077150.000000 Penalty: 3700.951660
	Iteration 45Q: 3 clusters Score -8077150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8077148.500000 Penalty: 3700.951660
	Iteration 46Q: 3 clusters Score -8077148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8077145.500000 Penalty: 3700.951660
	Iteration 47Q: 3 clusters Score -8077146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8077142.500000 Penalty: 3700.951660
	Iteration 48Q: 3 clusters Score -8077142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87013 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8077144.500000 Penalty: 3700.951660
	Iteration 49Q: 3 clusters Score -8077144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8077145.000000 Penalty: 3700.951660
	Iteration 50Q: 3 clusters Score -8077145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8077145.000000 Penalty: 3700.951660
	Iteration 51Q: 3 clusters Score -8077145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87030 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8077147.000000 Penalty: 3700.951660
	Iteration 52Q: 3 clusters Score -8077147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8077146.000000 Penalty: 3700.951660
	Iteration 53Q: 3 clusters Score -8077146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8077145.000000 Penalty: 3700.951660
	Iteration 54Q: 3 clusters Score -8077145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8077146.000000 Penalty: 3700.951660
	Iteration 55Q: 3 clusters Score -8077146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8077140.500000 Penalty: 3700.951660
	Iteration 56Q: 3 clusters Score -8077140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8077147.000000 Penalty: 3700.951660
	Iteration 57Q: 3 clusters Score -8077147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8077146.000000 Penalty: 3700.951660
	Iteration 58Q: 3 clusters Score -8077146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8077143.000000 Penalty: 3700.951660
	Iteration 59Q: 3 clusters Score -8077143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8077146.500000 Penalty: 3700.951660
	Iteration 60F: 3 clusters Score -8077146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8077144.500000 Penalty: 3700.951660
	Iteration 61Q: 3 clusters Score -8077144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8077149.000000 Penalty: 3700.951660
	Iteration 62Q: 3 clusters Score -8077149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8077145.500000 Penalty: 3700.951660
	Iteration 63Q: 3 clusters Score -8077146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8077145.500000 Penalty: 3700.951660
	Iteration 64F: 3 clusters Score -8077146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Entering Unmasked Estep 
Score: -702041.937500 Penalty: 1441.482666
	Iteration 0F: 2 clusters Score -702041.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -696697.562500 Penalty: 2882.965332
	Iteration 0F: 3 clusters Score -696697.6 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -698342.937500 Penalty: 2882.965332
	Iteration 1F: 3 clusters Score -698342.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -698589.062500 Penalty: 2882.965332
	Iteration 2F: 3 clusters Score -698589.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -698824.875000 Penalty: 2882.965332
	Iteration 3F: 3 clusters Score -698824.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -699074.687500 Penalty: 2882.965332
	Iteration 4F: 3 clusters Score -699074.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -699320.250000 Penalty: 2882.965332
	Iteration 5F: 3 clusters Score -699320.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -699576.500000 Penalty: 2882.965332
	Iteration 6F: 3 clusters Score -699576.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -699812.812500 Penalty: 2882.965332
	Iteration 7F: 3 clusters Score -699812.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -700050.750000 Penalty: 2882.965332
	Iteration 8Q: 3 clusters Score -700050.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -700273.375000 Penalty: 2882.965332
	Iteration 9Q: 3 clusters Score -700273.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -700507.312500 Penalty: 2882.965332
	Iteration 10Q: 3 clusters Score -700507.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -700719.625000 Penalty: 2882.965332
	Iteration 11Q: 3 clusters Score -700719.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -700878.187500 Penalty: 2882.965332
	Iteration 12Q: 3 clusters Score -700878.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -700981.062500 Penalty: 2882.965332
	Iteration 13Q: 3 clusters Score -700981.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -701044.625000 Penalty: 2882.965332
	Iteration 14Q: 3 clusters Score -701044.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -701083.500000 Penalty: 2882.965332
	Iteration 15Q: 3 clusters Score -701083.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -701119.625000 Penalty: 2882.965332
	Iteration 16Q: 3 clusters Score -701119.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -701140.750000 Penalty: 2882.965332
	Iteration 17Q: 3 clusters Score -701140.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -701154.625000 Penalty: 2882.965332
	Iteration 18Q: 3 clusters Score -701154.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -701160.625000 Penalty: 2882.965332
	Iteration 19Q: 3 clusters Score -701160.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -701169.437500 Penalty: 2882.965332
	Iteration 20F: 3 clusters Score -701169.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -701174.750000 Penalty: 2882.965332
	Iteration 21Q: 3 clusters Score -701174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -701179.937500 Penalty: 2882.965332
	Iteration 22Q: 3 clusters Score -701179.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -701183.000000 Penalty: 2882.965332
	Iteration 23Q: 3 clusters Score -701183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -701184.687500 Penalty: 2882.965332
	Iteration 24Q: 3 clusters Score -701184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -701184.375000 Penalty: 2882.965332
	Iteration 25Q: 3 clusters Score -701184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -701184.375000 Penalty: 2882.965332
	Iteration 26F: 3 clusters Score -701184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3487 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 6703 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 8 contains 9423 members 
Mstep: Class 9 contains 59949 members 
Mstep: Class 10 contains 6526 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 9825 members 
Mstep: Class 16 contains 18268 members 
Mstep: Class 17 contains 88216 members 
Mstep: Class 18 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53833092.000000 Penalty: 43208.519531
Iteration 39Q: 21 clusters Score -5.383309e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 1924 members 
Mstep: Class 4 contains 6667 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 226832 members 
Mstep: Class 7 contains 114826 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 60358 members 
Mstep: Class 10 contains 6619 members 
Mstep: Class 11 contains 1760 members 
Mstep: Class 12 contains 8576 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 9720 members 
Mstep: Class 16 contains 18484 members 
Mstep: Class 17 contains 88385 members 
Mstep: Class 18 contains 7089 members 
Mstep: Class 19 contains 10975 members 
Mstep: Class 20 contains 7156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53836548.000000 Penalty: 43208.519531
Iteration 40F: 21 clusters Score -5.383655e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3851 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 226318 members 
Mstep: Class 7 contains 114634 members 
Mstep: Class 8 contains 9746 members 
Mstep: Class 9 contains 60666 members 
Mstep: Class 10 contains 6621 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 8710 members 
Mstep: Class 13 contains 1197 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 9500 members 
Mstep: Class 16 contains 18474 members 
Mstep: Class 17 contains 87998 members 
Mstep: Class 18 contains 7063 members 
Mstep: Class 19 contains 11018 members 
Mstep: Class 20 contains 7826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2055.046875 but Gain 2160.425781
Score: -53837640.000000 Penalty: 41048.093750
Iteration 41Q: 20 clusters Score -5.383764e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 4 contains 6561 members 
Mstep: Class 5 contains 2317 members 
Mstep: Class 6 contains 227299 members 
Mstep: Class 7 contains 114530 members 
Mstep: Class 8 contains 9780 members 
Mstep: Class 9 contains 61085 members 
Mstep: Class 10 contains 6668 members 
Mstep: Class 11 contains 1812 members 
Mstep: Class 12 contains 8760 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 9335 members 
Mstep: Class 16 contains 18529 members 
Mstep: Class 17 contains 87711 members 
Mstep: Class 18 contains 7035 members 
Mstep: Class 19 contains 11062 members 
Mstep: Class 20 contains 8317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53840576.000000 Penalty: 41048.093750
Iteration 42Q: 20 clusters Score -5.384058e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3927 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 2315 members 
Mstep: Class 6 contains 226565 members 
Mstep: Class 7 contains 114454 members 
Mstep: Class 8 contains 9795 members 
Mstep: Class 9 contains 61440 members 
Mstep: Class 10 contains 6729 members 
Mstep: Class 11 contains 1831 members 
Mstep: Class 12 contains 8786 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 16 contains 18572 members 
Mstep: Class 17 contains 87501 members 
Mstep: Class 18 contains 7010 members 
Mstep: Class 19 contains 11082 members 
Mstep: Class 20 contains 8723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53841264.000000 Penalty: 41048.093750
Iteration 43Q: 20 clusters Score -5.384126e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 2314 members 
Mstep: Class 6 contains 225860 members 
Mstep: Class 7 contains 114398 members 
Mstep: Class 8 contains 9814 members 
Mstep: Class 9 contains 61791 members 
Mstep: Class 10 contains 6767 members 
Mstep: Class 11 contains 1855 members 
Mstep: Class 12 contains 8797 members 
Mstep: Class 13 contains 1379 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 18626 members 
Mstep: Class 17 contains 87350 members 
Mstep: Class 18 contains 6994 members 
Mstep: Class 19 contains 11095 members 
Mstep: Class 20 contains 9020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53841484.000000 Penalty: 41048.093750
Iteration 44Q: 20 clusters Score -5.384148e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3940 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 2312 members 
Mstep: Class 6 contains 225183 members 
Mstep: Class 7 contains 114371 members 
Mstep: Class 8 contains 9838 members 
Mstep: Class 9 contains 62151 members 
Mstep: Class 10 contains 6817 members 
Mstep: Class 11 contains 1872 members 
Mstep: Class 12 contains 8804 members 
Mstep: Class 13 contains 1395 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 18688 members 
Mstep: Class 17 contains 87238 members 
Mstep: Class 18 contains 6976 members 
Mstep: Class 19 contains 11106 members 
Mstep: Class 20 contains 9244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53841912.000000 Penalty: 41048.093750
Iteration 45Q: 20 clusters Score -5.384191e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 2313 members 
Mstep: Class 6 contains 224516 members 
Mstep: Class 7 contains 114345 members 
Mstep: Class 8 contains 9879 members 
Mstep: Class 9 contains 62482 members 
Mstep: Class 10 contains 6847 members 
Mstep: Class 11 contains 1883 members 
Mstep: Class 12 contains 8814 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1517 members 
Mstep: Class 15 contains 8883 members 
Mstep: Class 16 contains 18750 members 
Mstep: Class 17 contains 87160 members 
Mstep: Class 18 contains 6965 members 
Mstep: Class 19 contains 11124 members 
Mstep: Class 20 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842032.000000 Penalty: 41048.093750
Iteration 46Q: 20 clusters Score -5.384203e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 4 contains 6505 members 
Mstep: Class 5 contains 2313 members 
Mstep: Class 6 contains 223862 members 
Mstep: Class 7 contains 114328 members 
Mstep: Class 8 contains 9909 members 
Mstep: Class 9 contains 62805 members 
Mstep: Class 10 contains 6869 members 
Mstep: Class 11 contains 1893 members 
Mstep: Class 12 contains 8844 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 8812 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 17 contains 87124 members 
Mstep: Class 18 contains 6960 members 
Mstep: Class 19 contains 11136 members 
Mstep: Class 20 contains 9532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842124.000000 Penalty: 41048.093750
Iteration 47Q: 20 clusters Score -5.384212e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3984 members 
Mstep: Class 4 contains 6503 members 
Mstep: Class 5 contains 2313 members 
Mstep: Class 6 contains 223244 members 
Mstep: Class 7 contains 114310 members 
Mstep: Class 8 contains 9919 members 
Mstep: Class 9 contains 63118 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 1905 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 1398 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 8758 members 
Mstep: Class 16 contains 18879 members 
Mstep: Class 17 contains 87087 members 
Mstep: Class 18 contains 6962 members 
Mstep: Class 19 contains 11137 members 
Mstep: Class 20 contains 9628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842036.000000 Penalty: 41048.093750
Iteration 48Q: 20 clusters Score -5.384204e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3980 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 2311 members 
Mstep: Class 6 contains 222616 members 
Mstep: Class 7 contains 114305 members 
Mstep: Class 8 contains 9905 members 
Mstep: Class 9 contains 63423 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 8911 members 
Mstep: Class 13 contains 1400 members 
Mstep: Class 14 contains 1541 members 
Mstep: Class 15 contains 8715 members 
Mstep: Class 16 contains 18943 members 
Mstep: Class 17 contains 87065 members 
Mstep: Class 18 contains 6960 members 
Mstep: Class 19 contains 11143 members 
Mstep: Class 20 contains 9702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842196.000000 Penalty: 41048.093750
Iteration 49Q: 20 clusters Score -5.38422e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3983 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 222054 members 
Mstep: Class 7 contains 114297 members 
Mstep: Class 8 contains 9876 members 
Mstep: Class 9 contains 63709 members 
Mstep: Class 10 contains 6946 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 8970 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 1545 members 
Mstep: Class 15 contains 8684 members 
Mstep: Class 16 contains 18981 members 
Mstep: Class 17 contains 87050 members 
Mstep: Class 18 contains 6957 members 
Mstep: Class 19 contains 11147 members 
Mstep: Class 20 contains 9771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842164.000000 Penalty: 41048.093750
Iteration 50Q: 20 clusters Score -5.384216e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3984 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 221503 members 
Mstep: Class 7 contains 114294 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 64003 members 
Mstep: Class 10 contains 6962 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 1401 members 
Mstep: Class 14 contains 1545 members 
Mstep: Class 15 contains 8650 members 
Mstep: Class 16 contains 19030 members 
Mstep: Class 17 contains 87029 members 
Mstep: Class 18 contains 6955 members 
Mstep: Class 19 contains 11143 members 
Mstep: Class 20 contains 9829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842416.000000 Penalty: 41048.093750
Iteration 51Q: 20 clusters Score -5.384242e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3985 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 221008 members 
Mstep: Class 7 contains 114294 members 
Mstep: Class 8 contains 9833 members 
Mstep: Class 9 contains 64257 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 1944 members 
Mstep: Class 12 contains 9107 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 1545 members 
Mstep: Class 15 contains 8624 members 
Mstep: Class 16 contains 19078 members 
Mstep: Class 17 contains 87005 members 
Mstep: Class 18 contains 6953 members 
Mstep: Class 19 contains 11148 members 
Mstep: Class 20 contains 9886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842516.000000 Penalty: 41048.093750
Iteration 52Q: 20 clusters Score -5.384252e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 3985 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 220542 members 
Mstep: Class 7 contains 114293 members 
Mstep: Class 8 contains 9820 members 
Mstep: Class 9 contains 64490 members 
Mstep: Class 10 contains 6995 members 
Mstep: Class 11 contains 1947 members 
Mstep: Class 12 contains 9152 members 
Mstep: Class 13 contains 1398 members 
Mstep: Class 14 contains 1547 members 
Mstep: Class 15 contains 8598 members 
Mstep: Class 16 contains 19129 members 
Mstep: Class 17 contains 86992 members 
Mstep: Class 18 contains 6951 members 
Mstep: Class 19 contains 11157 members 
Mstep: Class 20 contains 9929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842512.000000 Penalty: 41048.093750
Iteration 53Q: 20 clusters Score -5.384251e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 3983 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 220109 members 
Mstep: Class 7 contains 114293 members 
Mstep: Class 8 contains 9804 members 
Mstep: Class 9 contains 64703 members 
Mstep: Class 10 contains 7009 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 9199 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 1547 members 
Mstep: Class 15 contains 8578 members 
Mstep: Class 16 contains 19186 members 
Mstep: Class 17 contains 86973 members 
Mstep: Class 18 contains 6951 members 
Mstep: Class 19 contains 11165 members 
Mstep: Class 20 contains 9974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842740.000000 Penalty: 41048.093750
Iteration 54Q: 20 clusters Score -5.384274e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3983 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 219665 members 
Mstep: Class 7 contains 114296 members 
Mstep: Class 8 contains 9786 members 
Mstep: Class 9 contains 64936 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 9233 members 
Mstep: Class 13 contains 1401 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 19238 members 
Mstep: Class 17 contains 86965 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11168 members 
Mstep: Class 20 contains 10005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842872.000000 Penalty: 41048.093750
Iteration 55Q: 20 clusters Score -5.384287e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3985 members 
Mstep: Class 4 contains 6515 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 219245 members 
Mstep: Class 7 contains 114297 members 
Mstep: Class 8 contains 9773 members 
Mstep: Class 9 contains 65166 members 
Mstep: Class 10 contains 7051 members 
Mstep: Class 11 contains 1951 members 
Mstep: Class 12 contains 9267 members 
Mstep: Class 13 contains 1401 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 8540 members 
Mstep: Class 16 contains 19283 members 
Mstep: Class 17 contains 86948 members 
Mstep: Class 18 contains 6948 members 
Mstep: Class 19 contains 11170 members 
Mstep: Class 20 contains 10036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842920.000000 Penalty: 41048.093750
Iteration 56Q: 20 clusters Score -5.384292e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 218885 members 
Mstep: Class 7 contains 114297 members 
Mstep: Class 8 contains 9754 members 
Mstep: Class 9 contains 65352 members 
Mstep: Class 10 contains 7071 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 9298 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 8519 members 
Mstep: Class 16 contains 19316 members 
Mstep: Class 17 contains 86936 members 
Mstep: Class 18 contains 6947 members 
Mstep: Class 19 contains 11173 members 
Mstep: Class 20 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843040.000000 Penalty: 41048.093750
Iteration 57Q: 20 clusters Score -5.384304e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3985 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 218534 members 
Mstep: Class 7 contains 114293 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 9 contains 65536 members 
Mstep: Class 10 contains 7097 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 9318 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 8504 members 
Mstep: Class 16 contains 19355 members 
Mstep: Class 17 contains 86924 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11170 members 
Mstep: Class 20 contains 10101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843044.000000 Penalty: 41048.093750
Iteration 58Q: 20 clusters Score -5.384304e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3985 members 
Mstep: Class 4 contains 6508 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 218223 members 
Mstep: Class 7 contains 114291 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 65693 members 
Mstep: Class 10 contains 7121 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 9327 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 8483 members 
Mstep: Class 16 contains 19394 members 
Mstep: Class 17 contains 86917 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11168 members 
Mstep: Class 20 contains 10126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842888.000000 Penalty: 41048.093750
Iteration 59Q: 20 clusters Score -5.384289e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 217917 members 
Mstep: Class 7 contains 114292 members 
Mstep: Class 8 contains 9717 members 
Mstep: Class 9 contains 65833 members 
Mstep: Class 10 contains 7143 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 9335 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 1546 members 
Mstep: Class 15 contains 8469 members 
Mstep: Class 16 contains 19424 members 
Mstep: Class 17 contains 86913 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11169 members 
Mstep: Class 20 contains 10155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842856.000000 Penalty: 41048.093750
Iteration 60F: 20 clusters Score -5.384286e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 4 contains 6515 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 217616 members 
Mstep: Class 7 contains 114270 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 65973 members 
Mstep: Class 10 contains 7163 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 9357 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 8465 members 
Mstep: Class 16 contains 19452 members 
Mstep: Class 17 contains 86907 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11167 members 
Mstep: Class 20 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842756.000000 Penalty: 41048.093750
Iteration 61Q: 20 clusters Score -5.384276e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3977 members 
Mstep: Class 4 contains 6520 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 217345 members 
Mstep: Class 7 contains 114250 members 
Mstep: Class 8 contains 9708 members 
Mstep: Class 9 contains 66099 members 
Mstep: Class 10 contains 7174 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 9380 members 
Mstep: Class 13 contains 1447 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 8459 members 
Mstep: Class 16 contains 19483 members 
Mstep: Class 17 contains 86904 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11173 members 
Mstep: Class 20 contains 10193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842796.000000 Penalty: 41048.093750
Iteration 62Q: 20 clusters Score -5.38428e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3979 members 
Mstep: Class 4 contains 6518 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 217068 members 
Mstep: Class 7 contains 114237 members 
Mstep: Class 8 contains 9700 members 
Mstep: Class 9 contains 66239 members 
Mstep: Class 10 contains 7184 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 9408 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 1543 members 
Mstep: Class 15 contains 8453 members 
Mstep: Class 16 contains 19503 members 
Mstep: Class 17 contains 86904 members 
Mstep: Class 18 contains 6951 members 
Mstep: Class 19 contains 11175 members 
Mstep: Class 20 contains 10210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842912.000000 Penalty: 41048.093750
Iteration 63Q: 20 clusters Score -5.384291e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 3979 members 
Mstep: Class 4 contains 6522 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 216789 members 
Mstep: Class 7 contains 114227 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 66365 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 9447 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 8444 members 
Mstep: Class 16 contains 19516 members 
Mstep: Class 17 contains 86907 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11177 members 
Mstep: Class 20 contains 10229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842980.000000 Penalty: 41048.093750
Iteration 64Q: 20 clusters Score -5.384298e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3979 members 
Mstep: Class 4 contains 6525 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 216521 members 
Mstep: Class 7 contains 114221 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 66489 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 9493 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 19530 members 
Mstep: Class 17 contains 86907 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11181 members 
Mstep: Class 20 contains 10240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843008.000000 Penalty: 41048.093750
Iteration 65Q: 20 clusters Score -5.384301e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3977 members 
Mstep: Class 4 contains 6529 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 216256 members 
Mstep: Class 7 contains 114215 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 66591 members 
Mstep: Class 10 contains 7214 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 9561 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 1543 members 
Mstep: Class 15 contains 8431 members 
Mstep: Class 16 contains 19552 members 
Mstep: Class 17 contains 86904 members 
Mstep: Class 18 contains 6951 members 
Mstep: Class 19 contains 11190 members 
Mstep: Class 20 contains 10253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842996.000000 Penalty: 41048.093750
Iteration 66Q: 20 clusters Score -5.3843e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 4 contains 6530 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 215997 members 
Mstep: Class 7 contains 114216 members 
Mstep: Class 8 contains 9684 members 
Mstep: Class 9 contains 66686 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 9638 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 1543 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 19575 members 
Mstep: Class 17 contains 86904 members 
Mstep: Class 18 contains 6950 members 
Mstep: Class 19 contains 11196 members 
Mstep: Class 20 contains 10263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843000.000000 Penalty: 41048.093750
Iteration 67Q: 20 clusters Score -5.3843e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 3975 members 
Mstep: Class 4 contains 6535 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 215761 members 
Mstep: Class 7 contains 114219 members 
Mstep: Class 8 contains 9687 members 
Mstep: Class 9 contains 66768 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 1964 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 1461 members 
Mstep: Class 14 contains 1543 members 
Mstep: Class 15 contains 8424 members 
Mstep: Class 16 contains 19599 members 
Mstep: Class 17 contains 86900 members 
Mstep: Class 18 contains 6951 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 10273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843116.000000 Penalty: 41048.093750
Iteration 68Q: 20 clusters Score -5.384312e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 4 contains 6536 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 215530 members 
Mstep: Class 7 contains 114220 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 66845 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 9747 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 1543 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 19629 members 
Mstep: Class 17 contains 86903 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 10277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843232.000000 Penalty: 41048.093750
Iteration 69Q: 20 clusters Score -5.384323e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 215308 members 
Mstep: Class 7 contains 114215 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 66900 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 9816 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 8417 members 
Mstep: Class 16 contains 19650 members 
Mstep: Class 17 contains 86904 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11201 members 
Mstep: Class 20 contains 10289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843128.000000 Penalty: 41048.093750
Iteration 70Q: 20 clusters Score -5.384313e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3975 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 215093 members 
Mstep: Class 7 contains 114211 members 
Mstep: Class 8 contains 9682 members 
Mstep: Class 9 contains 66954 members 
Mstep: Class 10 contains 7283 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 9871 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 19679 members 
Mstep: Class 17 contains 86909 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11202 members 
Mstep: Class 20 contains 10296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843184.000000 Penalty: 41048.093750
Iteration 71Q: 20 clusters Score -5.384318e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 3974 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 214910 members 
Mstep: Class 7 contains 114208 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 66997 members 
Mstep: Class 10 contains 7303 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 9918 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 1538 members 
Mstep: Class 15 contains 8411 members 
Mstep: Class 16 contains 19701 members 
Mstep: Class 17 contains 86915 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11201 members 
Mstep: Class 20 contains 10311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843288.000000 Penalty: 41048.093750
Iteration 72Q: 20 clusters Score -5.384329e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 4 contains 6551 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 214697 members 
Mstep: Class 7 contains 114209 members 
Mstep: Class 8 contains 9665 members 
Mstep: Class 9 contains 67061 members 
Mstep: Class 10 contains 7332 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 9962 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 19729 members 
Mstep: Class 17 contains 86916 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11199 members 
Mstep: Class 20 contains 10325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843284.000000 Penalty: 41048.093750
Iteration 73Q: 20 clusters Score -5.384328e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 4 contains 6554 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 214504 members 
Mstep: Class 7 contains 114208 members 
Mstep: Class 8 contains 9660 members 
Mstep: Class 9 contains 67117 members 
Mstep: Class 10 contains 7361 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 9998 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 19753 members 
Mstep: Class 17 contains 86918 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 10336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843400.000000 Penalty: 41048.093750
Iteration 74Q: 20 clusters Score -5.38434e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 4 contains 6556 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 214328 members 
Mstep: Class 7 contains 114209 members 
Mstep: Class 8 contains 9655 members 
Mstep: Class 9 contains 67155 members 
Mstep: Class 10 contains 7386 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 10041 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 19774 members 
Mstep: Class 17 contains 86917 members 
Mstep: Class 18 contains 6953 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 10349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843408.000000 Penalty: 41048.093750
Iteration 75Q: 20 clusters Score -5.384341e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 214172 members 
Mstep: Class 7 contains 114206 members 
Mstep: Class 8 contains 9642 members 
Mstep: Class 9 contains 67182 members 
Mstep: Class 10 contains 7407 members 
Mstep: Class 11 contains 1964 members 
Mstep: Class 12 contains 10097 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 8401 members 
Mstep: Class 16 contains 19791 members 
Mstep: Class 17 contains 86918 members 
Mstep: Class 18 contains 6953 members 
Mstep: Class 19 contains 11201 members 
Mstep: Class 20 contains 10360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843396.000000 Penalty: 41048.093750
Iteration 76Q: 20 clusters Score -5.38434e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 4 contains 6556 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 214029 members 
Mstep: Class 7 contains 114203 members 
Mstep: Class 8 contains 9633 members 
Mstep: Class 9 contains 67187 members 
Mstep: Class 10 contains 7430 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 10162 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 1538 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 19800 members 
Mstep: Class 17 contains 86921 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 10366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843292.000000 Penalty: 41048.093750
Iteration 77Q: 20 clusters Score -5.384329e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 4 contains 6553 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 213838 members 
Mstep: Class 7 contains 114203 members 
Mstep: Class 8 contains 9625 members 
Mstep: Class 9 contains 67216 members 
Mstep: Class 10 contains 7454 members 
Mstep: Class 11 contains 1966 members 
Mstep: Class 12 contains 10239 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 19817 members 
Mstep: Class 17 contains 86924 members 
Mstep: Class 18 contains 6953 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 10376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843304.000000 Penalty: 41048.093750
Iteration 78Q: 20 clusters Score -5.38433e+07 nChanged 343
Entering ConstructFrom: 
Score: -53843304.000000 Penalty: 41048.093750
Entering ConstructFrom: 
Trying to split cluster 1 (10130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Entering Unmasked Estep 
Score: -951008.812500 Penalty: 1498.779297
	Iteration 0F: 2 clusters Score -951008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -943771.000000 Penalty: 2997.558594
	Iteration 0F: 3 clusters Score -943771 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -946043.500000 Penalty: 2997.558594
	Iteration 1F: 3 clusters Score -946043.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -946408.625000 Penalty: 2997.558594
	Iteration 2F: 3 clusters Score -946408.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -946810.625000 Penalty: 2997.558594
	Iteration 3F: 3 clusters Score -946810.6 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -947297.812500 Penalty: 2997.558594
	Iteration 4F: 3 clusters Score -947297.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -947929.750000 Penalty: 2997.558594
	Iteration 5F: 3 clusters Score -947929.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -948614.312500 Penalty: 2997.558594
	Iteration 6F: 3 clusters Score -948614.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -949255.875000 Penalty: 2997.558594
	Iteration 7F: 3 clusters Score -949255.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -949678.312500 Penalty: 2997.558594
	Iteration 8Q: 3 clusters Score -949678.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -949862.687500 Penalty: 2997.558594
	Iteration 9Q: 3 clusters Score -949862.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -949925.125000 Penalty: 2997.558594
	Iteration 10Q: 3 clusters Score -949925.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -949957.500000 Penalty: 2997.558594
	Iteration 11Q: 3 clusters Score -949957.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -949985.500000 Penalty: 2997.558594
	Iteration 12Q: 3 clusters Score -949985.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -950002.125000 Penalty: 2997.558594
	Iteration 13Q: 3 clusters Score -950002.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -950017.687500 Penalty: 2997.558594
	Iteration 14Q: 3 clusters Score -950017.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -950025.312500 Penalty: 2997.558594
	Iteration 15Q: 3 clusters Score -950025.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -950036.250000 Penalty: 2997.558594
	Iteration 16Q: 3 clusters Score -950036.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -950041.500000 Penalty: 2997.558594
	Iteration 17Q: 3 clusters Score -950041.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -950045.562500 Penalty: 2997.558594
	Iteration 18Q: 3 clusters Score -950045.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -950048.187500 Penalty: 2997.558594
	Iteration 19Q: 3 clusters Score -950048.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -950051.687500 Penalty: 2997.558594
	Iteration 20F: 3 clusters Score -950051.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -950055.562500 Penalty: 2997.558594
	Iteration 21Q: 3 clusters Score -950055.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -950060.562500 Penalty: 2997.558594
	Iteration 22Q: 3 clusters Score -950060.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -950066.125000 Penalty: 2997.558594
	Iteration 23Q: 3 clusters Score -950066.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -950064.437500 Penalty: 2997.558594
	Iteration 24Q: 3 clusters Score -950064.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -950068.750000 Penalty: 2997.558594
	Iteration 25Q: 3 clusters Score -950068.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -950067.500000 Penalty: 2997.558594
	Iteration 26Q: 3 clusters Score -950067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -950067.500000 Penalty: 2997.558594
	Iteration 27Q: 3 clusters Score -950067.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -950068.375000 Penalty: 2997.558594
	Iteration 28Q: 3 clusters Score -950068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -950069.937500 Penalty: 2997.558594
	Iteration 29Q: 3 clusters Score -950069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -950071.000000 Penalty: 2997.558594
	Iteration 30Q: 3 clusters Score -950071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -950071.000000 Penalty: 2997.558594
	Iteration 31F: 3 clusters Score -950071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Entering Unmasked Estep 
Score: -375371.343750 Penalty: 1346.600708
	Iteration 0F: 2 clusters Score -375371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -372011.531250 Penalty: 2693.201416
	Iteration 0F: 3 clusters Score -372011.5 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -373020.218750 Penalty: 2693.201416
	Iteration 1F: 3 clusters Score -373020.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -373428.593750 Penalty: 2693.201416
	Iteration 2F: 3 clusters Score -373428.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -373910.687500 Penalty: 2693.201416
	Iteration 3F: 3 clusters Score -373910.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -374268.218750 Penalty: 2693.201416
	Iteration 4F: 3 clusters Score -374268.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -374517.906250 Penalty: 2693.201416
	Iteration 5F: 3 clusters Score -374517.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -374664.250000 Penalty: 2693.201416
	Iteration 6F: 3 clusters Score -374664.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -374751.656250 Penalty: 2693.201416
	Iteration 7Q: 3 clusters Score -374751.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -374814.343750 Penalty: 2693.201416
	Iteration 8Q: 3 clusters Score -374814.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -374859.343750 Penalty: 2693.201416
	Iteration 9Q: 3 clusters Score -374859.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -374896.187500 Penalty: 2693.201416
	Iteration 10Q: 3 clusters Score -374896.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -374937.000000 Penalty: 2693.201416
	Iteration 11Q: 3 clusters Score -374937 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -374990.281250 Penalty: 2693.201416
	Iteration 12Q: 3 clusters Score -374990.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -375022.906250 Penalty: 2693.201416
	Iteration 13Q: 3 clusters Score -375022.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -375045.875000 Penalty: 2693.201416
	Iteration 14Q: 3 clusters Score -375045.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -375055.187500 Penalty: 2693.201416
	Iteration 15Q: 3 clusters Score -375055.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -375061.687500 Penalty: 2693.201416
	Iteration 16Q: 3 clusters Score -375061.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -375068.218750 Penalty: 2693.201416
	Iteration 17Q: 3 clusters Score -375068.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -375076.031250 Penalty: 2693.201416
	Iteration 18Q: 3 clusters Score -375076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -375079.031250 Penalty: 2693.201416
	Iteration 19Q: 3 clusters Score -375079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -375084.656250 Penalty: 2693.201416
	Iteration 20F: 3 clusters Score -375084.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -375089.750000 Penalty: 2693.201416
	Iteration 21Q: 3 clusters Score -375089.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -375097.093750 Penalty: 2693.201416
	Iteration 22Q: 3 clusters Score -375097.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -375106.437500 Penalty: 2693.201416
	Iteration 23Q: 3 clusters Score -375106.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -375120.437500 Penalty: 2693.201416
	Iteration 24Q: 3 clusters Score -375120.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -375131.562500 Penalty: 2693.201416
	Iteration 25Q: 3 clusters Score -375131.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -375135.656250 Penalty: 2693.201416
	Iteration 26Q: 3 clusters Score -375135.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -375138.000000 Penalty: 2693.201416
	Iteration 27Q: 3 clusters Score -375138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -375139.375000 Penalty: 2693.201416
	Iteration 28Q: 3 clusters Score -375139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -375141.656250 Penalty: 2693.201416
	Iteration 29Q: 3 clusters Score -375141.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -375143.687500 Penalty: 2693.201416
	Iteration 30Q: 3 clusters Score -375143.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -375145.375000 Penalty: 2693.201416
	Iteration 31Q: 3 clusters Score -375145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -375148.218750 Penalty: 2693.201416
	Iteration 32Q: 3 clusters Score -375148.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -375148.562500 Penalty: 2693.201416
	Iteration 33Q: 3 clusters Score -375148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -375149.125000 Penalty: 2693.201416
	Iteration 34Q: 3 clusters Score -375149.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -375149.906250 Penalty: 2693.201416
	Iteration 35Q: 3 clusters Score -375149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -375149.906250 Penalty: 2693.201416
	Iteration 36F: 3 clusters Score -375149.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Entering Unmasked Estep 
Score: -583728.750000 Penalty: 1428.047241
	Iteration 0F: 2 clusters Score -583728.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -578771.375000 Penalty: 2856.094482
	Iteration 0F: 3 clusters Score -578771.4 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -580191.000000 Penalty: 2856.094482
	Iteration 1F: 3 clusters Score -580191 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -580360.187500 Penalty: 2856.094482
	Iteration 2F: 3 clusters Score -580360.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -580471.187500 Penalty: 2856.094482
	Iteration 3Q: 3 clusters Score -580471.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -580550.125000 Penalty: 2856.094482
	Iteration 4Q: 3 clusters Score -580550.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -580615.812500 Penalty: 2856.094482
	Iteration 5Q: 3 clusters Score -580615.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -580669.062500 Penalty: 2856.094482
	Iteration 6Q: 3 clusters Score -580669.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -580713.312500 Penalty: 2856.094482
	Iteration 7Q: 3 clusters Score -580713.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -580749.500000 Penalty: 2856.094482
	Iteration 8Q: 3 clusters Score -580749.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -580785.687500 Penalty: 2856.094482
	Iteration 9Q: 3 clusters Score -580785.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -580813.437500 Penalty: 2856.094482
	Iteration 10Q: 3 clusters Score -580813.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -580841.187500 Penalty: 2856.094482
	Iteration 11Q: 3 clusters Score -580841.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -580893.625000 Penalty: 2856.094482
	Iteration 12Q: 3 clusters Score -580893.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -581000.812500 Penalty: 2856.094482
	Iteration 13Q: 3 clusters Score -581000.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -581128.437500 Penalty: 2856.094482
	Iteration 14Q: 3 clusters Score -581128.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -581269.625000 Penalty: 2856.094482
	Iteration 15Q: 3 clusters Score -581269.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -581422.312500 Penalty: 2856.094482
	Iteration 16Q: 3 clusters Score -581422.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -581628.687500 Penalty: 2856.094482
	Iteration 17Q: 3 clusters Score -581628.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -581861.062500 Penalty: 2856.094482
	Iteration 18F: 3 clusters Score -581861.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -582083.750000 Penalty: 2856.094482
	Iteration 19F: 3 clusters Score -582083.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -582317.312500 Penalty: 2856.094482
	Iteration 20F: 3 clusters Score -582317.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -582504.375000 Penalty: 2856.094482
	Iteration 21Q: 3 clusters Score -582504.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -582646.000000 Penalty: 2856.094482
	Iteration 22Q: 3 clusters Score -582646 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -582753.875000 Penalty: 2856.094482
	Iteration 23Q: 3 clusters Score -582753.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -582828.750000 Penalty: 2856.094482
	Iteration 24Q: 3 clusters Score -582828.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -582884.062500 Penalty: 2856.094482
	Iteration 25Q: 3 clusters Score -582884.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -582929.875000 Penalty: 2856.094482
	Iteration 26Q: 3 clusters Score -582929.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -582964.312500 Penalty: 2856.094482
	Iteration 27Q: 3 clusters Score -582964.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -582992.875000 Penalty: 2856.094482
	Iteration 28Q: 3 clusters Score -582992.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -583020.250000 Penalty: 2856.094482
	Iteration 29Q: 3 clusters Score -583020.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -583045.937500 Penalty: 2856.094482
	Iteration 30Q: 3 clusters Score -583045.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -583068.625000 Penalty: 2856.094482
	Iteration 31Q: 3 clusters Score -583068.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -583087.187500 Penalty: 2856.094482
	Iteration 32Q: 3 clusters Score -583087.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -583108.437500 Penalty: 2856.094482
	Iteration 33Q: 3 clusters Score -583108.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -583124.437500 Penalty: 2856.094482
	Iteration 34Q: 3 clusters Score -583124.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -583145.812500 Penalty: 2856.094482
	Iteration 35Q: 3 clusters Score -583145.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -583171.500000 Penalty: 2856.094482
	Iteration 36Q: 3 clusters Score -583171.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -583192.187500 Penalty: 2856.094482
	Iteration 37Q: 3 clusters Score -583192.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -583205.812500 Penalty: 2856.094482
	Iteration 38Q: 3 clusters Score -583205.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -583225.125000 Penalty: 2856.094482
	Iteration 39Q: 3 clusters Score -583225.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -583247.125000 Penalty: 2856.094482
	Iteration 40F: 3 clusters Score -583247.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -583271.562500 Penalty: 2856.094482
	Iteration 41Q: 3 clusters Score -583271.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -583298.562500 Penalty: 2856.094482
	Iteration 42Q: 3 clusters Score -583298.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -583333.312500 Penalty: 2856.094482
	Iteration 43Q: 3 clusters Score -583333.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -583363.750000 Penalty: 2856.094482
	Iteration 44Q: 3 clusters Score -583363.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -583380.062500 Penalty: 2856.094482
	Iteration 45Q: 3 clusters Score -583380.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -583392.812500 Penalty: 2856.094482
	Iteration 46Q: 3 clusters Score -583392.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -583403.750000 Penalty: 2856.094482
	Iteration 47Q: 3 clusters Score -583403.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -583413.312500 Penalty: 2856.094482
	Iteration 48Q: 3 clusters Score -583413.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -583421.125000 Penalty: 2856.094482
	Iteration 49Q: 3 clusters Score -583421.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -583427.125000 Penalty: 2856.094482
	Iteration 50Q: 3 clusters Score -583427.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -583430.875000 Penalty: 2856.094482
	Iteration 51Q: 3 clusters Score -583430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -583433.375000 Penalty: 2856.094482
	Iteration 52Q: 3 clusters Score -583433.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -583433.312500 Penalty: 2856.094482
	Iteration 53Q: 3 clusters Score -583433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -583434.375000 Penalty: 2856.094482
	Iteration 54Q: 3 clusters Score -583434.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -583434.375000 Penalty: 2856.094482
	Iteration 55F: 3 clusters Score -583434.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -202692.843750 Penalty: 1258.492554
	Iteration 0F: 2 clusters Score -202692.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -200439.312500 Penalty: 2516.985107
	Iteration 0F: 3 clusters Score -200439.3 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -200942.750000 Penalty: 2516.985107
	Iteration 1F: 3 clusters Score -200942.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -201080.328125 Penalty: 2516.985107
	Iteration 2F: 3 clusters Score -201080.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -201165.796875 Penalty: 2516.985107
	Iteration 3Q: 3 clusters Score -201165.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -201243.562500 Penalty: 2516.985107
	Iteration 4Q: 3 clusters Score -201243.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -201325.265625 Penalty: 2516.985107
	Iteration 5Q: 3 clusters Score -201325.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -201416.078125 Penalty: 2516.985107
	Iteration 6Q: 3 clusters Score -201416.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -201533.218750 Penalty: 2516.985107
	Iteration 7F: 3 clusters Score -201533.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -201634.937500 Penalty: 2516.985107
	Iteration 8Q: 3 clusters Score -201634.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -201728.984375 Penalty: 2516.985107
	Iteration 9Q: 3 clusters Score -201729 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -201792.562500 Penalty: 2516.985107
	Iteration 10Q: 3 clusters Score -201792.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -201834.031250 Penalty: 2516.985107
	Iteration 11Q: 3 clusters Score -201834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -201869.453125 Penalty: 2516.985107
	Iteration 12Q: 3 clusters Score -201869.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -201898.703125 Penalty: 2516.985107
	Iteration 13Q: 3 clusters Score -201898.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -201924.859375 Penalty: 2516.985107
	Iteration 14Q: 3 clusters Score -201924.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -201943.500000 Penalty: 2516.985107
	Iteration 15Q: 3 clusters Score -201943.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -201958.718750 Penalty: 2516.985107
	Iteration 16Q: 3 clusters Score -201958.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -201974.484375 Penalty: 2516.985107
	Iteration 17Q: 3 clusters Score -201974.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -201990.687500 Penalty: 2516.985107
	Iteration 18Q: 3 clusters Score -201990.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -202010.421875 Penalty: 2516.985107
	Iteration 19Q: 3 clusters Score -202010.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -202029.281250 Penalty: 2516.985107
	Iteration 20F: 3 clusters Score -202029.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -202041.671875 Penalty: 2516.985107
	Iteration 21Q: 3 clusters Score -202041.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -202050.562500 Penalty: 2516.985107
	Iteration 22Q: 3 clusters Score -202050.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -202055.515625 Penalty: 2516.985107
	Iteration 23Q: 3 clusters Score -202055.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -202056.640625 Penalty: 2516.985107
	Iteration 24Q: 3 clusters Score -202056.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -202056.640625 Penalty: 2516.985107
	Iteration 25F: 3 clusters Score -202056.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (213663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213663 members 
Entering Unmasked Estep 
Score: -19542704.000000 Penalty: 1994.225342
	Iteration 0F: 2 clusters Score -1.95427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 106620 members 
Entering Unmasked Estep 
Score: -19401716.000000 Penalty: 3988.450684
	Iteration 0F: 3 clusters Score -1.940172e+07 nChanged 103619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110986 members 
Mstep: Class 2 contains 102677 members 
Entering Unmasked Estep 
Score: -19462924.000000 Penalty: 3988.450684
	Iteration 1F: 3 clusters Score -1.946292e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114076 members 
Mstep: Class 2 contains 99587 members 
Entering Unmasked Estep 
Score: -19464422.000000 Penalty: 3988.450684
	Iteration 2Q: 3 clusters Score -1.946442e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118986 members 
Mstep: Class 2 contains 94677 members 
Entering Unmasked Estep 
Score: -19466942.000000 Penalty: 3988.450684
	Iteration 3Q: 3 clusters Score -1.946694e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126797 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -19471828.000000 Penalty: 3988.450684
	Iteration 4Q: 3 clusters Score -1.947183e+07 nChanged 14068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -19480304.000000 Penalty: 3988.450684
	Iteration 5F: 3 clusters Score -1.94803e+07 nChanged 17114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153155 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -19492860.000000 Penalty: 3988.450684
	Iteration 6F: 3 clusters Score -1.949286e+07 nChanged 18070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169911 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -19507618.000000 Penalty: 3988.450684
	Iteration 7F: 3 clusters Score -1.950762e+07 nChanged 15842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185291 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -19520998.000000 Penalty: 3988.450684
	Iteration 8F: 3 clusters Score -1.9521e+07 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196776 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -19530618.000000 Penalty: 3988.450684
	Iteration 9F: 3 clusters Score -1.953062e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203789 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -19536324.000000 Penalty: 3988.450684
	Iteration 10Q: 3 clusters Score -1.953632e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207646 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -19539302.000000 Penalty: 3988.450684
	Iteration 11Q: 3 clusters Score -1.95393e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209394 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -19540822.000000 Penalty: 3988.450684
	Iteration 12Q: 3 clusters Score -1.954082e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210116 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -19541422.000000 Penalty: 3988.450684
	Iteration 13Q: 3 clusters Score -1.954142e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210457 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -19541788.000000 Penalty: 3988.450684
	Iteration 14Q: 3 clusters Score -1.954179e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210685 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -19541952.000000 Penalty: 3988.450684
	Iteration 15Q: 3 clusters Score -1.954195e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210857 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -19542012.000000 Penalty: 3988.450684
	Iteration 16Q: 3 clusters Score -1.954201e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210992 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -19542128.000000 Penalty: 3988.450684
	Iteration 17Q: 3 clusters Score -1.954213e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211087 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -19542200.000000 Penalty: 3988.450684
	Iteration 18Q: 3 clusters Score -1.95422e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211187 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -19542176.000000 Penalty: 3988.450684
	Iteration 19Q: 3 clusters Score -1.954218e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211273 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -19542208.000000 Penalty: 3988.450684
	Iteration 20F: 3 clusters Score -1.954221e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211340 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -19542226.000000 Penalty: 3988.450684
	Iteration 21Q: 3 clusters Score -1.954223e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211381 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -19542230.000000 Penalty: 3988.450684
	Iteration 22Q: 3 clusters Score -1.954223e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211413 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -19542230.000000 Penalty: 3988.450684
	Iteration 23Q: 3 clusters Score -1.954223e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211428 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -19542270.000000 Penalty: 3988.450684
	Iteration 24Q: 3 clusters Score -1.954227e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211454 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -19542262.000000 Penalty: 3988.450684
	Iteration 25Q: 3 clusters Score -1.954226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211476 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -19542258.000000 Penalty: 3988.450684
	Iteration 26Q: 3 clusters Score -1.954226e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211496 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -19542272.000000 Penalty: 3988.450684
	Iteration 27Q: 3 clusters Score -1.954227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211517 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -19542294.000000 Penalty: 3988.450684
	Iteration 28Q: 3 clusters Score -1.954229e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211531 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -19542280.000000 Penalty: 3988.450684
	Iteration 29Q: 3 clusters Score -1.954228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211544 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -19542276.000000 Penalty: 3988.450684
	Iteration 30Q: 3 clusters Score -1.954228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211558 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -19542284.000000 Penalty: 3988.450684
	Iteration 31Q: 3 clusters Score -1.954228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211572 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -19542278.000000 Penalty: 3988.450684
	Iteration 32Q: 3 clusters Score -1.954228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211581 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -19542272.000000 Penalty: 3988.450684
	Iteration 33Q: 3 clusters Score -1.954227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211593 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -19542288.000000 Penalty: 3988.450684
	Iteration 34Q: 3 clusters Score -1.954229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211602 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -19542290.000000 Penalty: 3988.450684
	Iteration 35Q: 3 clusters Score -1.954229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211615 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -19542286.000000 Penalty: 3988.450684
	Iteration 36Q: 3 clusters Score -1.954229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211628 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -19542286.000000 Penalty: 3988.450684
	Iteration 37Q: 3 clusters Score -1.954229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211634 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -19542274.000000 Penalty: 3988.450684
	Iteration 38Q: 3 clusters Score -1.954227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211649 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -19542276.000000 Penalty: 3988.450684
	Iteration 39Q: 3 clusters Score -1.954228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211670 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -19542274.000000 Penalty: 3988.450684
	Iteration 40F: 3 clusters Score -1.954227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211684 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -19542272.000000 Penalty: 3988.450684
	Iteration 41Q: 3 clusters Score -1.954227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211698 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -19542286.000000 Penalty: 3988.450684
	Iteration 42Q: 3 clusters Score -1.954229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211705 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -19542282.000000 Penalty: 3988.450684
	Iteration 43Q: 3 clusters Score -1.954228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211715 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -19542264.000000 Penalty: 3988.450684
	Iteration 44Q: 3 clusters Score -1.954226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211725 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -19542272.000000 Penalty: 3988.450684
	Iteration 45Q: 3 clusters Score -1.954227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211734 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -19542248.000000 Penalty: 3988.450684
	Iteration 46Q: 3 clusters Score -1.954225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211737 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -19542256.000000 Penalty: 3988.450684
	Iteration 47Q: 3 clusters Score -1.954226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211739 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -19542244.000000 Penalty: 3988.450684
	Iteration 48Q: 3 clusters Score -1.954224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211739 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -19542246.000000 Penalty: 3988.450684
	Iteration 49Q: 3 clusters Score -1.954225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211738 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -19542244.000000 Penalty: 3988.450684
	Iteration 50Q: 3 clusters Score -1.954224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211738 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -19542244.000000 Penalty: 3988.450684
	Iteration 51F: 3 clusters Score -1.954224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (114204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114204 members 
Entering Unmasked Estep 
Score: -11202144.000000 Penalty: 1892.432983
	Iteration 0F: 2 clusters Score -1.120214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -11134557.000000 Penalty: 3784.865967
	Iteration 0F: 3 clusters Score -1.113456e+07 nChanged 54829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -11166309.000000 Penalty: 3784.865967
	Iteration 1F: 3 clusters Score -1.116631e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -11166881.000000 Penalty: 3784.865967
	Iteration 2Q: 3 clusters Score -1.116688e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -11167616.000000 Penalty: 3784.865967
	Iteration 3Q: 3 clusters Score -1.116762e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -11168858.000000 Penalty: 3784.865967
	Iteration 4Q: 3 clusters Score -1.116886e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -11171076.000000 Penalty: 3784.865967
	Iteration 5Q: 3 clusters Score -1.117108e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -11174951.000000 Penalty: 3784.865967
	Iteration 6F: 3 clusters Score -1.117495e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 83043 members 
Entering Unmasked Estep 
Score: -11180380.000000 Penalty: 3784.865967
	Iteration 7F: 3 clusters Score -1.118038e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -11186225.000000 Penalty: 3784.865967
	Iteration 8F: 3 clusters Score -1.118622e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 98871 members 
Entering Unmasked Estep 
Score: -11191240.000000 Penalty: 3784.865967
	Iteration 9F: 3 clusters Score -1.119124e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 103590 members 
Entering Unmasked Estep 
Score: -11194753.000000 Penalty: 3784.865967
	Iteration 10Q: 3 clusters Score -1.119475e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 106250 members 
Entering Unmasked Estep 
Score: -11196699.000000 Penalty: 3784.865967
	Iteration 11Q: 3 clusters Score -1.11967e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -11197806.000000 Penalty: 3784.865967
	Iteration 12Q: 3 clusters Score -1.119781e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 108662 members 
Entering Unmasked Estep 
Score: -11198516.000000 Penalty: 3784.865967
	Iteration 13Q: 3 clusters Score -1.119852e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 109281 members 
Entering Unmasked Estep 
Score: -11199072.000000 Penalty: 3784.865967
	Iteration 14Q: 3 clusters Score -1.119907e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 109751 members 
Entering Unmasked Estep 
Score: -11199414.000000 Penalty: 3784.865967
	Iteration 15Q: 3 clusters Score -1.119941e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 110136 members 
Entering Unmasked Estep 
Score: -11199686.000000 Penalty: 3784.865967
	Iteration 16Q: 3 clusters Score -1.119969e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 110439 members 
Entering Unmasked Estep 
Score: -11199840.000000 Penalty: 3784.865967
	Iteration 17Q: 3 clusters Score -1.119984e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 110682 members 
Entering Unmasked Estep 
Score: -11199927.000000 Penalty: 3784.865967
	Iteration 18Q: 3 clusters Score -1.119993e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 110896 members 
Entering Unmasked Estep 
Score: -11200031.000000 Penalty: 3784.865967
	Iteration 19Q: 3 clusters Score -1.120003e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 111087 members 
Entering Unmasked Estep 
Score: -11200058.000000 Penalty: 3784.865967
	Iteration 20F: 3 clusters Score -1.120006e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 111266 members 
Entering Unmasked Estep 
Score: -11200143.000000 Penalty: 3784.865967
	Iteration 21Q: 3 clusters Score -1.120014e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 111424 members 
Entering Unmasked Estep 
Score: -11200192.000000 Penalty: 3784.865967
	Iteration 22Q: 3 clusters Score -1.120019e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 111562 members 
Entering Unmasked Estep 
Score: -11200251.000000 Penalty: 3784.865967
	Iteration 23Q: 3 clusters Score -1.120025e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 111712 members 
Entering Unmasked Estep 
Score: -11200335.000000 Penalty: 3784.865967
	Iteration 24Q: 3 clusters Score -1.120034e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 111846 members 
Entering Unmasked Estep 
Score: -11200390.000000 Penalty: 3784.865967
	Iteration 25Q: 3 clusters Score -1.120039e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 111973 members 
Entering Unmasked Estep 
Score: -11200458.000000 Penalty: 3784.865967
	Iteration 26Q: 3 clusters Score -1.120046e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 112083 members 
Entering Unmasked Estep 
Score: -11200520.000000 Penalty: 3784.865967
	Iteration 27Q: 3 clusters Score -1.120052e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 112169 members 
Entering Unmasked Estep 
Score: -11200550.000000 Penalty: 3784.865967
	Iteration 28Q: 3 clusters Score -1.120055e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 112248 members 
Entering Unmasked Estep 
Score: -11200566.000000 Penalty: 3784.865967
	Iteration 29Q: 3 clusters Score -1.120057e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 112330 members 
Entering Unmasked Estep 
Score: -11200582.000000 Penalty: 3784.865967
	Iteration 30Q: 3 clusters Score -1.120058e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 112404 members 
Entering Unmasked Estep 
Score: -11200622.000000 Penalty: 3784.865967
	Iteration 31Q: 3 clusters Score -1.120062e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 112465 members 
Entering Unmasked Estep 
Score: -11200650.000000 Penalty: 3784.865967
	Iteration 32Q: 3 clusters Score -1.120065e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 112526 members 
Entering Unmasked Estep 
Score: -11200680.000000 Penalty: 3784.865967
	Iteration 33Q: 3 clusters Score -1.120068e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 112584 members 
Entering Unmasked Estep 
Score: -11200730.000000 Penalty: 3784.865967
	Iteration 34Q: 3 clusters Score -1.120073e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 112633 members 
Entering Unmasked Estep 
Score: -11200763.000000 Penalty: 3784.865967
	Iteration 35Q: 3 clusters Score -1.120076e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 112679 members 
Entering Unmasked Estep 
Score: -11200789.000000 Penalty: 3784.865967
	Iteration 36Q: 3 clusters Score -1.120079e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 112722 members 
Entering Unmasked Estep 
Score: -11200796.000000 Penalty: 3784.865967
	Iteration 37Q: 3 clusters Score -1.12008e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 112762 members 
Entering Unmasked Estep 
Score: -11200807.000000 Penalty: 3784.865967
	Iteration 38Q: 3 clusters Score -1.120081e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 112807 members 
Entering Unmasked Estep 
Score: -11200819.000000 Penalty: 3784.865967
	Iteration 39Q: 3 clusters Score -1.120082e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 112853 members 
Entering Unmasked Estep 
Score: -11200839.000000 Penalty: 3784.865967
	Iteration 40F: 3 clusters Score -1.120084e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 112901 members 
Entering Unmasked Estep 
Score: -11200866.000000 Penalty: 3784.865967
	Iteration 41Q: 3 clusters Score -1.120087e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 112938 members 
Entering Unmasked Estep 
Score: -11200897.000000 Penalty: 3784.865967
	Iteration 42Q: 3 clusters Score -1.12009e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 112968 members 
Entering Unmasked Estep 
Score: -11200901.000000 Penalty: 3784.865967
	Iteration 43Q: 3 clusters Score -1.12009e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 113001 members 
Entering Unmasked Estep 
Score: -11200916.000000 Penalty: 3784.865967
	Iteration 44Q: 3 clusters Score -1.120092e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 113030 members 
Entering Unmasked Estep 
Score: -11200938.000000 Penalty: 3784.865967
	Iteration 45Q: 3 clusters Score -1.120094e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 113053 members 
Entering Unmasked Estep 
Score: -11200945.000000 Penalty: 3784.865967
	Iteration 46Q: 3 clusters Score -1.120094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 113079 members 
Entering Unmasked Estep 
Score: -11200937.000000 Penalty: 3784.865967
	Iteration 47Q: 3 clusters Score -1.120094e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 113098 members 
Entering Unmasked Estep 
Score: -11200932.000000 Penalty: 3784.865967
	Iteration 48Q: 3 clusters Score -1.120093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 113107 members 
Entering Unmasked Estep 
Score: -11200930.000000 Penalty: 3784.865967
	Iteration 49Q: 3 clusters Score -1.120093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 113122 members 
Entering Unmasked Estep 
Score: -11200933.000000 Penalty: 3784.865967
	Iteration 50Q: 3 clusters Score -1.120093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 113140 members 
Entering Unmasked Estep 
Score: -11200942.000000 Penalty: 3784.865967
	Iteration 51Q: 3 clusters Score -1.120094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 113159 members 
Entering Unmasked Estep 
Score: -11200949.000000 Penalty: 3784.865967
	Iteration 52Q: 3 clusters Score -1.120095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 113179 members 
Entering Unmasked Estep 
Score: -11200944.000000 Penalty: 3784.865967
	Iteration 53Q: 3 clusters Score -1.120094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 113190 members 
Entering Unmasked Estep 
Score: -11200955.000000 Penalty: 3784.865967
	Iteration 54Q: 3 clusters Score -1.120096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 113204 members 
Entering Unmasked Estep 
Score: -11200956.000000 Penalty: 3784.865967
	Iteration 55Q: 3 clusters Score -1.120096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 113211 members 
Entering Unmasked Estep 
Score: -11200961.000000 Penalty: 3784.865967
	Iteration 56Q: 3 clusters Score -1.120096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 113214 members 
Entering Unmasked Estep 
Score: -11200965.000000 Penalty: 3784.865967
	Iteration 57Q: 3 clusters Score -1.120096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 113221 members 
Entering Unmasked Estep 
Score: -11200966.000000 Penalty: 3784.865967
	Iteration 58Q: 3 clusters Score -1.120097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 113227 members 
Entering Unmasked Estep 
Score: -11200964.000000 Penalty: 3784.865967
	Iteration 59Q: 3 clusters Score -1.120096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 113232 members 
Entering Unmasked Estep 
Score: -11200977.000000 Penalty: 3784.865967
	Iteration 60F: 3 clusters Score -1.120098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 113235 members 
Entering Unmasked Estep 
Score: -11200973.000000 Penalty: 3784.865967
	Iteration 61Q: 3 clusters Score -1.120097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 113240 members 
Entering Unmasked Estep 
Score: -11200979.000000 Penalty: 3784.865967
	Iteration 62Q: 3 clusters Score -1.120098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 113243 members 
Entering Unmasked Estep 
Score: -11200981.000000 Penalty: 3784.865967
	Iteration 63Q: 3 clusters Score -1.120098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 113246 members 
Entering Unmasked Estep 
Score: -11200984.000000 Penalty: 3784.865967
	Iteration 64Q: 3 clusters Score -1.120098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 113247 members 
Entering Unmasked Estep 
Score: -11200989.000000 Penalty: 3784.865967
	Iteration 65Q: 3 clusters Score -1.120099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 113249 members 
Entering Unmasked Estep 
Score: -11201001.000000 Penalty: 3784.865967
	Iteration 66Q: 3 clusters Score -1.1201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 113252 members 
Entering Unmasked Estep 
Score: -11201003.000000 Penalty: 3784.865967
	Iteration 67Q: 3 clusters Score -1.1201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 113252 members 
Entering Unmasked Estep 
Score: -11201004.000000 Penalty: 3784.865967
	Iteration 68Q: 3 clusters Score -1.1201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 113251 members 
Entering Unmasked Estep 
Score: -11200994.000000 Penalty: 3784.865967
	Iteration 69Q: 3 clusters Score -1.120099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 113253 members 
Entering Unmasked Estep 
Score: -11200982.000000 Penalty: 3784.865967
	Iteration 70Q: 3 clusters Score -1.120098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 113252 members 
Entering Unmasked Estep 
Score: -11201000.000000 Penalty: 3784.865967
	Iteration 71Q: 3 clusters Score -1.1201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 113252 members 
Entering Unmasked Estep 
Score: -11200996.000000 Penalty: 3784.865967
	Iteration 72Q: 3 clusters Score -1.1201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 113253 members 
Entering Unmasked Estep 
Score: -11200999.000000 Penalty: 3784.865967
	Iteration 73Q: 3 clusters Score -1.1201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 113259 members 
Entering Unmasked Estep 
Score: -11201001.000000 Penalty: 3784.865967
	Iteration 74Q: 3 clusters Score -1.1201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 113262 members 
Entering Unmasked Estep 
Score: -11201005.000000 Penalty: 3784.865967
	Iteration 75Q: 3 clusters Score -1.1201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 113262 members 
Entering Unmasked Estep 
Score: -11201014.000000 Penalty: 3784.865967
	Iteration 76Q: 3 clusters Score -1.120101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 113261 members 
Entering Unmasked Estep 
Score: -11201008.000000 Penalty: 3784.865967
	Iteration 77Q: 3 clusters Score -1.120101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 113261 members 
Entering Unmasked Estep 
Score: -11201008.000000 Penalty: 3784.865967
	Iteration 78F: 3 clusters Score -1.120101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Entering Unmasked Estep 
Score: -896464.000000 Penalty: 1490.351074
	Iteration 0F: 2 clusters Score -896464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -889602.937500 Penalty: 2980.702148
	Iteration 0F: 3 clusters Score -889602.9 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -891827.187500 Penalty: 2980.702148
	Iteration 1F: 3 clusters Score -891827.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -892088.812500 Penalty: 2980.702148
	Iteration 2F: 3 clusters Score -892088.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -892279.187500 Penalty: 2980.702148
	Iteration 3F: 3 clusters Score -892279.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -892442.250000 Penalty: 2980.702148
	Iteration 4Q: 3 clusters Score -892442.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -892578.812500 Penalty: 2980.702148
	Iteration 5Q: 3 clusters Score -892578.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -892693.687500 Penalty: 2980.702148
	Iteration 6Q: 3 clusters Score -892693.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -892799.437500 Penalty: 2980.702148
	Iteration 7Q: 3 clusters Score -892799.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -892921.125000 Penalty: 2980.702148
	Iteration 8Q: 3 clusters Score -892921.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -893048.062500 Penalty: 2980.702148
	Iteration 9Q: 3 clusters Score -893048.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -893206.125000 Penalty: 2980.702148
	Iteration 10Q: 3 clusters Score -893206.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -893393.750000 Penalty: 2980.702148
	Iteration 11Q: 3 clusters Score -893393.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -893619.687500 Penalty: 2980.702148
	Iteration 12Q: 3 clusters Score -893619.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -893861.250000 Penalty: 2980.702148
	Iteration 13Q: 3 clusters Score -893861.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -894057.187500 Penalty: 2980.702148
	Iteration 14Q: 3 clusters Score -894057.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -894206.687500 Penalty: 2980.702148
	Iteration 15Q: 3 clusters Score -894206.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -894315.625000 Penalty: 2980.702148
	Iteration 16Q: 3 clusters Score -894315.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -894409.687500 Penalty: 2980.702148
	Iteration 17Q: 3 clusters Score -894409.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -894498.625000 Penalty: 2980.702148
	Iteration 18Q: 3 clusters Score -894498.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -894593.500000 Penalty: 2980.702148
	Iteration 19Q: 3 clusters Score -894593.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -894674.562500 Penalty: 2980.702148
	Iteration 20F: 3 clusters Score -894674.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -894743.250000 Penalty: 2980.702148
	Iteration 21Q: 3 clusters Score -894743.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -894801.562500 Penalty: 2980.702148
	Iteration 22Q: 3 clusters Score -894801.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -894862.000000 Penalty: 2980.702148
	Iteration 23Q: 3 clusters Score -894862 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -894915.375000 Penalty: 2980.702148
	Iteration 24Q: 3 clusters Score -894915.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -894968.875000 Penalty: 2980.702148
	Iteration 25Q: 3 clusters Score -894968.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -895014.062500 Penalty: 2980.702148
	Iteration 26Q: 3 clusters Score -895014.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -895045.000000 Penalty: 2980.702148
	Iteration 27Q: 3 clusters Score -895045 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -895079.937500 Penalty: 2980.702148
	Iteration 28Q: 3 clusters Score -895079.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -895100.062500 Penalty: 2980.702148
	Iteration 29Q: 3 clusters Score -895100.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -895120.937500 Penalty: 2980.702148
	Iteration 30Q: 3 clusters Score -895120.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -895133.250000 Penalty: 2980.702148
	Iteration 31Q: 3 clusters Score -895133.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -895143.687500 Penalty: 2980.702148
	Iteration 32Q: 3 clusters Score -895143.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -895150.562500 Penalty: 2980.702148
	Iteration 33Q: 3 clusters Score -895150.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -895154.312500 Penalty: 2980.702148
	Iteration 34Q: 3 clusters Score -895154.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -895157.625000 Penalty: 2980.702148
	Iteration 35Q: 3 clusters Score -895157.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -895159.875000 Penalty: 2980.702148
	Iteration 36Q: 3 clusters Score -895159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -895164.062500 Penalty: 2980.702148
	Iteration 37Q: 3 clusters Score -895164.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -895172.125000 Penalty: 2980.702148
	Iteration 38Q: 3 clusters Score -895172.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -895171.937500 Penalty: 2980.702148
	Iteration 39Q: 3 clusters Score -895171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -895174.062500 Penalty: 2980.702148
	Iteration 40F: 3 clusters Score -895174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -895179.000000 Penalty: 2980.702148
	Iteration 41Q: 3 clusters Score -895179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -895182.187500 Penalty: 2980.702148
	Iteration 42Q: 3 clusters Score -895182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -895181.687500 Penalty: 2980.702148
	Iteration 43Q: 3 clusters Score -895181.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -895185.750000 Penalty: 2980.702148
	Iteration 44Q: 3 clusters Score -895185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -895184.687500 Penalty: 2980.702148
	Iteration 45Q: 3 clusters Score -895184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -895187.500000 Penalty: 2980.702148
	Iteration 46Q: 3 clusters Score -895187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -895187.500000 Penalty: 2980.702148
	Iteration 47Q: 3 clusters Score -895187.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -895186.125000 Penalty: 2980.702148
	Iteration 48Q: 3 clusters Score -895186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -895187.250000 Penalty: 2980.702148
	Iteration 49Q: 3 clusters Score -895187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -895189.187500 Penalty: 2980.702148
	Iteration 50Q: 3 clusters Score -895189.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -895189.187500 Penalty: 2980.702148
	Iteration 51F: 3 clusters Score -895189.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (67252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Entering Unmasked Estep 
Score: -6116431.500000 Penalty: 1806.382935
	Iteration 0F: 2 clusters Score -6116432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -6071465.000000 Penalty: 3612.765869
	Iteration 0F: 3 clusters Score -6071465 nChanged 31970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -6089962.000000 Penalty: 3612.765869
	Iteration 1F: 3 clusters Score -6089962 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -6090842.500000 Penalty: 3612.765869
	Iteration 2Q: 3 clusters Score -6090842 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -6092067.000000 Penalty: 3612.765869
	Iteration 3Q: 3 clusters Score -6092067 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -6093711.500000 Penalty: 3612.765869
	Iteration 4Q: 3 clusters Score -6093712 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -6095986.000000 Penalty: 3612.765869
	Iteration 5F: 3 clusters Score -6095986 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -6098924.000000 Penalty: 3612.765869
	Iteration 6F: 3 clusters Score -6098924 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -6102038.500000 Penalty: 3612.765869
	Iteration 7F: 3 clusters Score -6102038 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -6104721.000000 Penalty: 3612.765869
	Iteration 8F: 3 clusters Score -6104721 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -6106670.500000 Penalty: 3612.765869
	Iteration 9Q: 3 clusters Score -6106670 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -6107760.000000 Penalty: 3612.765869
	Iteration 10Q: 3 clusters Score -6107760 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -6108472.000000 Penalty: 3612.765869
	Iteration 11Q: 3 clusters Score -6108472 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -6108967.000000 Penalty: 3612.765869
	Iteration 12Q: 3 clusters Score -6108967 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -6109344.500000 Penalty: 3612.765869
	Iteration 13Q: 3 clusters Score -6109344 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -6109697.500000 Penalty: 3612.765869
	Iteration 14Q: 3 clusters Score -6109698 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -6109977.000000 Penalty: 3612.765869
	Iteration 15Q: 3 clusters Score -6109977 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -6110291.500000 Penalty: 3612.765869
	Iteration 16Q: 3 clusters Score -6110292 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -6110545.500000 Penalty: 3612.765869
	Iteration 17Q: 3 clusters Score -6110546 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -6110790.000000 Penalty: 3612.765869
	Iteration 18Q: 3 clusters Score -6110790 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -6111022.000000 Penalty: 3612.765869
	Iteration 19Q: 3 clusters Score -6111022 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -6111253.000000 Penalty: 3612.765869
	Iteration 20F: 3 clusters Score -6111253 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -6111485.500000 Penalty: 3612.765869
	Iteration 21Q: 3 clusters Score -6111486 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -6111737.500000 Penalty: 3612.765869
	Iteration 22Q: 3 clusters Score -6111738 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -6111993.000000 Penalty: 3612.765869
	Iteration 23Q: 3 clusters Score -6111993 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -6112267.000000 Penalty: 3612.765869
	Iteration 24Q: 3 clusters Score -6112267 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -6112496.500000 Penalty: 3612.765869
	Iteration 25Q: 3 clusters Score -6112496 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -6112756.500000 Penalty: 3612.765869
	Iteration 26Q: 3 clusters Score -6112756 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -6112999.000000 Penalty: 3612.765869
	Iteration 27Q: 3 clusters Score -6112999 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -6113234.500000 Penalty: 3612.765869
	Iteration 28Q: 3 clusters Score -6113234 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -6113450.000000 Penalty: 3612.765869
	Iteration 29Q: 3 clusters Score -6113450 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -6113653.000000 Penalty: 3612.765869
	Iteration 30Q: 3 clusters Score -6113653 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -6113870.500000 Penalty: 3612.765869
	Iteration 31Q: 3 clusters Score -6113870 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -6114042.500000 Penalty: 3612.765869
	Iteration 32Q: 3 clusters Score -6114042 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -6114246.500000 Penalty: 3612.765869
	Iteration 33Q: 3 clusters Score -6114246 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6114429.500000 Penalty: 3612.765869
	Iteration 34Q: 3 clusters Score -6114430 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6114551.500000 Penalty: 3612.765869
	Iteration 35Q: 3 clusters Score -6114552 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6114677.000000 Penalty: 3612.765869
	Iteration 36Q: 3 clusters Score -6114677 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6114754.000000 Penalty: 3612.765869
	Iteration 37Q: 3 clusters Score -6114754 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6114873.000000 Penalty: 3612.765869
	Iteration 38Q: 3 clusters Score -6114873 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6115034.500000 Penalty: 3612.765869
	Iteration 39Q: 3 clusters Score -6115034 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6115175.500000 Penalty: 3612.765869
	Iteration 40F: 3 clusters Score -6115176 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6115309.000000 Penalty: 3612.765869
	Iteration 41Q: 3 clusters Score -6115309 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6115375.000000 Penalty: 3612.765869
	Iteration 42Q: 3 clusters Score -6115375 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6115423.000000 Penalty: 3612.765869
	Iteration 43Q: 3 clusters Score -6115423 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6115460.500000 Penalty: 3612.765869
	Iteration 44Q: 3 clusters Score -6115460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6115477.500000 Penalty: 3612.765869
	Iteration 45Q: 3 clusters Score -6115478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6115497.500000 Penalty: 3612.765869
	Iteration 46Q: 3 clusters Score -6115498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6115498.500000 Penalty: 3612.765869
	Iteration 47Q: 3 clusters Score -6115498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6115506.000000 Penalty: 3612.765869
	Iteration 48Q: 3 clusters Score -6115506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6115516.500000 Penalty: 3612.765869
	Iteration 49Q: 3 clusters Score -6115516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6115517.500000 Penalty: 3612.765869
	Iteration 50Q: 3 clusters Score -6115518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6115512.000000 Penalty: 3612.765869
	Iteration 51Q: 3 clusters Score -6115512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6115507.500000 Penalty: 3612.765869
	Iteration 52Q: 3 clusters Score -6115508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6115508.000000 Penalty: 3612.765869
	Iteration 53Q: 3 clusters Score -6115508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6115519.000000 Penalty: 3612.765869
	Iteration 54Q: 3 clusters Score -6115519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6115514.000000 Penalty: 3612.765869
	Iteration 55Q: 3 clusters Score -6115514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6115516.000000 Penalty: 3612.765869
	Iteration 56Q: 3 clusters Score -6115516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6115515.500000 Penalty: 3612.765869
	Iteration 57Q: 3 clusters Score -6115516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6115515.000000 Penalty: 3612.765869
	Iteration 58Q: 3 clusters Score -6115515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6115515.000000 Penalty: 3612.765869
	Iteration 59F: 3 clusters Score -6115515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Entering Unmasked Estep 
Score: -667422.062500 Penalty: 1449.498047
	Iteration 0F: 2 clusters Score -667422.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -661933.250000 Penalty: 2898.996094
	Iteration 0F: 3 clusters Score -661933.2 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -663665.250000 Penalty: 2898.996094
	Iteration 1F: 3 clusters Score -663665.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -663963.062500 Penalty: 2898.996094
	Iteration 2F: 3 clusters Score -663963.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -664234.125000 Penalty: 2898.996094
	Iteration 3F: 3 clusters Score -664234.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -664507.687500 Penalty: 2898.996094
	Iteration 4F: 3 clusters Score -664507.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -664779.312500 Penalty: 2898.996094
	Iteration 5F: 3 clusters Score -664779.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -665041.125000 Penalty: 2898.996094
	Iteration 6Q: 3 clusters Score -665041.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -665313.937500 Penalty: 2898.996094
	Iteration 7Q: 3 clusters Score -665313.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -665585.812500 Penalty: 2898.996094
	Iteration 8Q: 3 clusters Score -665585.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -665778.875000 Penalty: 2898.996094
	Iteration 9Q: 3 clusters Score -665778.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -665915.625000 Penalty: 2898.996094
	Iteration 10Q: 3 clusters Score -665915.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -666008.312500 Penalty: 2898.996094
	Iteration 11Q: 3 clusters Score -666008.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -666059.687500 Penalty: 2898.996094
	Iteration 12Q: 3 clusters Score -666059.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -666091.437500 Penalty: 2898.996094
	Iteration 13Q: 3 clusters Score -666091.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -666115.875000 Penalty: 2898.996094
	Iteration 14Q: 3 clusters Score -666115.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -666131.375000 Penalty: 2898.996094
	Iteration 15Q: 3 clusters Score -666131.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -666147.312500 Penalty: 2898.996094
	Iteration 16Q: 3 clusters Score -666147.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -666157.125000 Penalty: 2898.996094
	Iteration 17Q: 3 clusters Score -666157.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -666166.875000 Penalty: 2898.996094
	Iteration 18Q: 3 clusters Score -666166.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -666173.562500 Penalty: 2898.996094
	Iteration 19Q: 3 clusters Score -666173.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -666184.437500 Penalty: 2898.996094
	Iteration 20F: 3 clusters Score -666184.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -666196.500000 Penalty: 2898.996094
	Iteration 21Q: 3 clusters Score -666196.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -666206.125000 Penalty: 2898.996094
	Iteration 22Q: 3 clusters Score -666206.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -666215.750000 Penalty: 2898.996094
	Iteration 23Q: 3 clusters Score -666215.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -666224.125000 Penalty: 2898.996094
	Iteration 24Q: 3 clusters Score -666224.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -666231.250000 Penalty: 2898.996094
	Iteration 25Q: 3 clusters Score -666231.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -666239.187500 Penalty: 2898.996094
	Iteration 26Q: 3 clusters Score -666239.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -666246.875000 Penalty: 2898.996094
	Iteration 27Q: 3 clusters Score -666246.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -666253.437500 Penalty: 2898.996094
	Iteration 28Q: 3 clusters Score -666253.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -666261.625000 Penalty: 2898.996094
	Iteration 29Q: 3 clusters Score -666261.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -666267.375000 Penalty: 2898.996094
	Iteration 30Q: 3 clusters Score -666267.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -666276.812500 Penalty: 2898.996094
	Iteration 31Q: 3 clusters Score -666276.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -666281.000000 Penalty: 2898.996094
	Iteration 32Q: 3 clusters Score -666281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -666285.187500 Penalty: 2898.996094
	Iteration 33Q: 3 clusters Score -666285.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -666288.812500 Penalty: 2898.996094
	Iteration 34Q: 3 clusters Score -666288.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -666298.250000 Penalty: 2898.996094
	Iteration 35Q: 3 clusters Score -666298.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -666304.250000 Penalty: 2898.996094
	Iteration 36Q: 3 clusters Score -666304.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -666308.750000 Penalty: 2898.996094
	Iteration 37Q: 3 clusters Score -666308.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -666314.625000 Penalty: 2898.996094
	Iteration 38Q: 3 clusters Score -666314.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -666321.812500 Penalty: 2898.996094
	Iteration 39Q: 3 clusters Score -666321.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -666328.375000 Penalty: 2898.996094
	Iteration 40F: 3 clusters Score -666328.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -666337.687500 Penalty: 2898.996094
	Iteration 41Q: 3 clusters Score -666337.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -666343.562500 Penalty: 2898.996094
	Iteration 42Q: 3 clusters Score -666343.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -666354.625000 Penalty: 2898.996094
	Iteration 43Q: 3 clusters Score -666354.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -666372.187500 Penalty: 2898.996094
	Iteration 44Q: 3 clusters Score -666372.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -666402.000000 Penalty: 2898.996094
	Iteration 45Q: 3 clusters Score -666402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -666433.250000 Penalty: 2898.996094
	Iteration 46Q: 3 clusters Score -666433.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -666482.750000 Penalty: 2898.996094
	Iteration 47Q: 3 clusters Score -666482.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -666523.500000 Penalty: 2898.996094
	Iteration 48Q: 3 clusters Score -666523.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -666568.500000 Penalty: 2898.996094
	Iteration 49Q: 3 clusters Score -666568.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -666622.250000 Penalty: 2898.996094
	Iteration 50Q: 3 clusters Score -666622.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -666653.000000 Penalty: 2898.996094
	Iteration 51Q: 3 clusters Score -666653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -666675.750000 Penalty: 2898.996094
	Iteration 52Q: 3 clusters Score -666675.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -666686.375000 Penalty: 2898.996094
	Iteration 53Q: 3 clusters Score -666686.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -666691.437500 Penalty: 2898.996094
	Iteration 54Q: 3 clusters Score -666691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -666693.625000 Penalty: 2898.996094
	Iteration 55Q: 3 clusters Score -666693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -666694.375000 Penalty: 2898.996094
	Iteration 56Q: 3 clusters Score -666694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -666695.875000 Penalty: 2898.996094
	Iteration 57Q: 3 clusters Score -666695.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -666695.875000 Penalty: 2898.996094
	Iteration 58F: 3 clusters Score -666695.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -177086.218750 Penalty: 1232.360474
	Iteration 0F: 2 clusters Score -177086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -174989.234375 Penalty: 2464.720947
	Iteration 0F: 3 clusters Score -174989.2 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -175448.890625 Penalty: 2464.720947
	Iteration 1F: 3 clusters Score -175448.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -175637.250000 Penalty: 2464.720947
	Iteration 2F: 3 clusters Score -175637.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -175741.390625 Penalty: 2464.720947
	Iteration 3F: 3 clusters Score -175741.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -175820.921875 Penalty: 2464.720947
	Iteration 4Q: 3 clusters Score -175820.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -175890.562500 Penalty: 2464.720947
	Iteration 5Q: 3 clusters Score -175890.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -175927.015625 Penalty: 2464.720947
	Iteration 6Q: 3 clusters Score -175927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -175955.156250 Penalty: 2464.720947
	Iteration 7Q: 3 clusters Score -175955.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -175989.859375 Penalty: 2464.720947
	Iteration 8Q: 3 clusters Score -175989.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -176008.796875 Penalty: 2464.720947
	Iteration 9Q: 3 clusters Score -176008.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -176030.546875 Penalty: 2464.720947
	Iteration 10Q: 3 clusters Score -176030.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -176043.531250 Penalty: 2464.720947
	Iteration 11Q: 3 clusters Score -176043.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -176055.343750 Penalty: 2464.720947
	Iteration 12Q: 3 clusters Score -176055.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -176062.171875 Penalty: 2464.720947
	Iteration 13Q: 3 clusters Score -176062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -176064.156250 Penalty: 2464.720947
	Iteration 14Q: 3 clusters Score -176064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -176065.781250 Penalty: 2464.720947
	Iteration 15Q: 3 clusters Score -176065.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -176068.140625 Penalty: 2464.720947
	Iteration 16Q: 3 clusters Score -176068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -176073.000000 Penalty: 2464.720947
	Iteration 17Q: 3 clusters Score -176073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -176074.875000 Penalty: 2464.720947
	Iteration 18Q: 3 clusters Score -176074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -176075.343750 Penalty: 2464.720947
	Iteration 19Q: 3 clusters Score -176075.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -176076.437500 Penalty: 2464.720947
	Iteration 20F: 3 clusters Score -176076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -176078.078125 Penalty: 2464.720947
	Iteration 21Q: 3 clusters Score -176078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -176079.546875 Penalty: 2464.720947
	Iteration 22Q: 3 clusters Score -176079.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -176082.031250 Penalty: 2464.720947
	Iteration 23Q: 3 clusters Score -176082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -176083.703125 Penalty: 2464.720947
	Iteration 24Q: 3 clusters Score -176083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -176085.625000 Penalty: 2464.720947
	Iteration 25Q: 3 clusters Score -176085.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -176087.234375 Penalty: 2464.720947
	Iteration 26Q: 3 clusters Score -176087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -176087.921875 Penalty: 2464.720947
	Iteration 27Q: 3 clusters Score -176087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -176088.375000 Penalty: 2464.720947
	Iteration 28Q: 3 clusters Score -176088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -176088.375000 Penalty: 2464.720947
	Iteration 29F: 3 clusters Score -176088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Entering Unmasked Estep 
Score: -939169.312500 Penalty: 1501.562378
	Iteration 0F: 2 clusters Score -939169.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -931879.750000 Penalty: 3003.124756
	Iteration 0F: 3 clusters Score -931879.8 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -934358.187500 Penalty: 3003.124756
	Iteration 1F: 3 clusters Score -934358.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -934635.062500 Penalty: 3003.124756
	Iteration 2F: 3 clusters Score -934635.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -934848.375000 Penalty: 3003.124756
	Iteration 3Q: 3 clusters Score -934848.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -935066.375000 Penalty: 3003.124756
	Iteration 4Q: 3 clusters Score -935066.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -935282.750000 Penalty: 3003.124756
	Iteration 5Q: 3 clusters Score -935282.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -935525.250000 Penalty: 3003.124756
	Iteration 6Q: 3 clusters Score -935525.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -935796.750000 Penalty: 3003.124756
	Iteration 7Q: 3 clusters Score -935796.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -936048.437500 Penalty: 3003.124756
	Iteration 8Q: 3 clusters Score -936048.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -936275.687500 Penalty: 3003.124756
	Iteration 9Q: 3 clusters Score -936275.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -936501.812500 Penalty: 3003.124756
	Iteration 10Q: 3 clusters Score -936501.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -936728.562500 Penalty: 3003.124756
	Iteration 11Q: 3 clusters Score -936728.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -936912.562500 Penalty: 3003.124756
	Iteration 12Q: 3 clusters Score -936912.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -937036.875000 Penalty: 3003.124756
	Iteration 13Q: 3 clusters Score -937036.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -937124.625000 Penalty: 3003.124756
	Iteration 14Q: 3 clusters Score -937124.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -937203.062500 Penalty: 3003.124756
	Iteration 15Q: 3 clusters Score -937203.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -937272.875000 Penalty: 3003.124756
	Iteration 16Q: 3 clusters Score -937272.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -937327.125000 Penalty: 3003.124756
	Iteration 17Q: 3 clusters Score -937327.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -937369.812500 Penalty: 3003.124756
	Iteration 18Q: 3 clusters Score -937369.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -937405.125000 Penalty: 3003.124756
	Iteration 19Q: 3 clusters Score -937405.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -937428.625000 Penalty: 3003.124756
	Iteration 20F: 3 clusters Score -937428.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -937451.562500 Penalty: 3003.124756
	Iteration 21Q: 3 clusters Score -937451.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -937468.687500 Penalty: 3003.124756
	Iteration 22Q: 3 clusters Score -937468.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -937488.875000 Penalty: 3003.124756
	Iteration 23Q: 3 clusters Score -937488.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -937501.125000 Penalty: 3003.124756
	Iteration 24Q: 3 clusters Score -937501.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -937515.062500 Penalty: 3003.124756
	Iteration 25Q: 3 clusters Score -937515.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -937526.375000 Penalty: 3003.124756
	Iteration 26Q: 3 clusters Score -937526.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -937534.562500 Penalty: 3003.124756
	Iteration 27Q: 3 clusters Score -937534.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -937542.000000 Penalty: 3003.124756
	Iteration 28Q: 3 clusters Score -937542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -937549.062500 Penalty: 3003.124756
	Iteration 29Q: 3 clusters Score -937549.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -937555.250000 Penalty: 3003.124756
	Iteration 30Q: 3 clusters Score -937555.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -937560.937500 Penalty: 3003.124756
	Iteration 31Q: 3 clusters Score -937560.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -937565.062500 Penalty: 3003.124756
	Iteration 32Q: 3 clusters Score -937565.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -937567.250000 Penalty: 3003.124756
	Iteration 33Q: 3 clusters Score -937567.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -937569.562500 Penalty: 3003.124756
	Iteration 34Q: 3 clusters Score -937569.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -937574.312500 Penalty: 3003.124756
	Iteration 35Q: 3 clusters Score -937574.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -937580.687500 Penalty: 3003.124756
	Iteration 36Q: 3 clusters Score -937580.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -937582.812500 Penalty: 3003.124756
	Iteration 37Q: 3 clusters Score -937582.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -937589.687500 Penalty: 3003.124756
	Iteration 38Q: 3 clusters Score -937589.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -937592.375000 Penalty: 3003.124756
	Iteration 39Q: 3 clusters Score -937592.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -937595.625000 Penalty: 3003.124756
	Iteration 40F: 3 clusters Score -937595.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -937598.062500 Penalty: 3003.124756
	Iteration 41Q: 3 clusters Score -937598.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -937600.750000 Penalty: 3003.124756
	Iteration 42Q: 3 clusters Score -937600.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -937600.937500 Penalty: 3003.124756
	Iteration 43Q: 3 clusters Score -937600.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -937603.187500 Penalty: 3003.124756
	Iteration 44Q: 3 clusters Score -937603.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -937603.937500 Penalty: 3003.124756
	Iteration 45Q: 3 clusters Score -937603.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -937604.062500 Penalty: 3003.124756
	Iteration 46Q: 3 clusters Score -937604.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -937608.125000 Penalty: 3003.124756
	Iteration 47Q: 3 clusters Score -937608.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -937606.875000 Penalty: 3003.124756
	Iteration 48Q: 3 clusters Score -937606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -937609.000000 Penalty: 3003.124756
	Iteration 49Q: 3 clusters Score -937609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -937609.875000 Penalty: 3003.124756
	Iteration 50Q: 3 clusters Score -937609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -937607.312500 Penalty: 3003.124756
	Iteration 51Q: 3 clusters Score -937607.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -937611.312500 Penalty: 3003.124756
	Iteration 52Q: 3 clusters Score -937611.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -937616.125000 Penalty: 3003.124756
	Iteration 53Q: 3 clusters Score -937616.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -937618.687500 Penalty: 3003.124756
	Iteration 54Q: 3 clusters Score -937618.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -937620.000000 Penalty: 3003.124756
	Iteration 55Q: 3 clusters Score -937620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -937621.062500 Penalty: 3003.124756
	Iteration 56Q: 3 clusters Score -937621.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -937627.250000 Penalty: 3003.124756
	Iteration 57Q: 3 clusters Score -937627.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -937628.437500 Penalty: 3003.124756
	Iteration 58Q: 3 clusters Score -937628.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -937631.125000 Penalty: 3003.124756
	Iteration 59Q: 3 clusters Score -937631.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -937634.125000 Penalty: 3003.124756
	Iteration 60F: 3 clusters Score -937634.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -937637.625000 Penalty: 3003.124756
	Iteration 61Q: 3 clusters Score -937637.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -937639.125000 Penalty: 3003.124756
	Iteration 62Q: 3 clusters Score -937639.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -937641.375000 Penalty: 3003.124756
	Iteration 63Q: 3 clusters Score -937641.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -937642.437500 Penalty: 3003.124756
	Iteration 64Q: 3 clusters Score -937642.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -937643.375000 Penalty: 3003.124756
	Iteration 65Q: 3 clusters Score -937643.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -937648.625000 Penalty: 3003.124756
	Iteration 66Q: 3 clusters Score -937648.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -937656.437500 Penalty: 3003.124756
	Iteration 67Q: 3 clusters Score -937656.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -937660.625000 Penalty: 3003.124756
	Iteration 68Q: 3 clusters Score -937660.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -937667.375000 Penalty: 3003.124756
	Iteration 69Q: 3 clusters Score -937667.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -937668.687500 Penalty: 3003.124756
	Iteration 70Q: 3 clusters Score -937668.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -937671.250000 Penalty: 3003.124756
	Iteration 71Q: 3 clusters Score -937671.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -937673.937500 Penalty: 3003.124756
	Iteration 72Q: 3 clusters Score -937673.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -937681.500000 Penalty: 3003.124756
	Iteration 73Q: 3 clusters Score -937681.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -937686.500000 Penalty: 3003.124756
	Iteration 74Q: 3 clusters Score -937686.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -937690.000000 Penalty: 3003.124756
	Iteration 75Q: 3 clusters Score -937690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -937697.250000 Penalty: 3003.124756
	Iteration 76Q: 3 clusters Score -937697.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -937699.187500 Penalty: 3003.124756
	Iteration 77Q: 3 clusters Score -937699.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -937705.437500 Penalty: 3003.124756
	Iteration 78Q: 3 clusters Score -937705.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -937711.937500 Penalty: 3003.124756
	Iteration 79Q: 3 clusters Score -937711.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -937718.000000 Penalty: 3003.124756
	Iteration 80F: 3 clusters Score -937718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -937725.437500 Penalty: 3003.124756
	Iteration 81Q: 3 clusters Score -937725.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -937735.687500 Penalty: 3003.124756
	Iteration 82Q: 3 clusters Score -937735.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -937744.937500 Penalty: 3003.124756
	Iteration 83Q: 3 clusters Score -937744.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -937766.437500 Penalty: 3003.124756
	Iteration 84Q: 3 clusters Score -937766.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -937775.875000 Penalty: 3003.124756
	Iteration 85Q: 3 clusters Score -937775.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -937787.750000 Penalty: 3003.124756
	Iteration 86Q: 3 clusters Score -937787.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -937797.125000 Penalty: 3003.124756
	Iteration 87Q: 3 clusters Score -937797.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -937804.375000 Penalty: 3003.124756
	Iteration 88Q: 3 clusters Score -937804.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -937810.937500 Penalty: 3003.124756
	Iteration 89Q: 3 clusters Score -937810.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -937820.937500 Penalty: 3003.124756
	Iteration 90Q: 3 clusters Score -937820.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -937824.875000 Penalty: 3003.124756
	Iteration 91Q: 3 clusters Score -937824.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -937831.187500 Penalty: 3003.124756
	Iteration 92Q: 3 clusters Score -937831.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -937834.500000 Penalty: 3003.124756
	Iteration 93Q: 3 clusters Score -937834.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -937836.500000 Penalty: 3003.124756
	Iteration 94Q: 3 clusters Score -937836.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -937841.750000 Penalty: 3003.124756
	Iteration 95Q: 3 clusters Score -937841.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -937843.750000 Penalty: 3003.124756
	Iteration 96Q: 3 clusters Score -937843.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -937847.125000 Penalty: 3003.124756
	Iteration 97Q: 3 clusters Score -937847.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -937849.187500 Penalty: 3003.124756
	Iteration 98Q: 3 clusters Score -937849.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -937848.750000 Penalty: 3003.124756
	Iteration 99Q: 3 clusters Score -937848.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -937852.062500 Penalty: 3003.124756
	Iteration 100F: 3 clusters Score -937852.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -937858.375000 Penalty: 3003.124756
	Iteration 101Q: 3 clusters Score -937858.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -937856.437500 Penalty: 3003.124756
	Iteration 102Q: 3 clusters Score -937856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -937855.687500 Penalty: 3003.124756
	Iteration 103Q: 3 clusters Score -937855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -937856.625000 Penalty: 3003.124756
	Iteration 104Q: 3 clusters Score -937856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -937857.437500 Penalty: 3003.124756
	Iteration 105Q: 3 clusters Score -937857.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -937857.500000 Penalty: 3003.124756
	Iteration 106Q: 3 clusters Score -937857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -937856.187500 Penalty: 3003.124756
	Iteration 107Q: 3 clusters Score -937856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -937856.937500 Penalty: 3003.124756
	Iteration 108Q: 3 clusters Score -937856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -937856.937500 Penalty: 3003.124756
	Iteration 109F: 3 clusters Score -937856.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -133342.687500 Penalty: 1184.228516
	Iteration 0F: 2 clusters Score -133342.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -131589.328125 Penalty: 2368.457031
	Iteration 0F: 3 clusters Score -131589.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -131992.546875 Penalty: 2368.457031
	Iteration 1F: 3 clusters Score -131992.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132118.453125 Penalty: 2368.457031
	Iteration 2F: 3 clusters Score -132118.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -132188.828125 Penalty: 2368.457031
	Iteration 3F: 3 clusters Score -132188.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -132223.296875 Penalty: 2368.457031
	Iteration 4Q: 3 clusters Score -132223.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -132241.734375 Penalty: 2368.457031
	Iteration 5Q: 3 clusters Score -132241.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132252.015625 Penalty: 2368.457031
	Iteration 6Q: 3 clusters Score -132252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -132261.281250 Penalty: 2368.457031
	Iteration 7Q: 3 clusters Score -132261.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -132271.718750 Penalty: 2368.457031
	Iteration 8Q: 3 clusters Score -132271.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132281.500000 Penalty: 2368.457031
	Iteration 9Q: 3 clusters Score -132281.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132292.906250 Penalty: 2368.457031
	Iteration 10Q: 3 clusters Score -132292.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -132306.109375 Penalty: 2368.457031
	Iteration 11Q: 3 clusters Score -132306.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -132320.218750 Penalty: 2368.457031
	Iteration 12Q: 3 clusters Score -132320.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -132328.062500 Penalty: 2368.457031
	Iteration 13Q: 3 clusters Score -132328.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -132338.281250 Penalty: 2368.457031
	Iteration 14Q: 3 clusters Score -132338.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132346.750000 Penalty: 2368.457031
	Iteration 15Q: 3 clusters Score -132346.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -132351.546875 Penalty: 2368.457031
	Iteration 16Q: 3 clusters Score -132351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132360.187500 Penalty: 2368.457031
	Iteration 17Q: 3 clusters Score -132360.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -132368.203125 Penalty: 2368.457031
	Iteration 18Q: 3 clusters Score -132368.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -132378.203125 Penalty: 2368.457031
	Iteration 19Q: 3 clusters Score -132378.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -132384.593750 Penalty: 2368.457031
	Iteration 20F: 3 clusters Score -132384.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -132388.156250 Penalty: 2368.457031
	Iteration 21Q: 3 clusters Score -132388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132390.734375 Penalty: 2368.457031
	Iteration 22Q: 3 clusters Score -132390.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -132393.375000 Penalty: 2368.457031
	Iteration 23Q: 3 clusters Score -132393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -132394.093750 Penalty: 2368.457031
	Iteration 24Q: 3 clusters Score -132394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -132394.093750 Penalty: 2368.457031
	Iteration 25F: 3 clusters Score -132394.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -120055.468750 Penalty: 1193.096436
	Iteration 0F: 2 clusters Score -120055.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -118266.726562 Penalty: 2386.192871
	Iteration 0F: 3 clusters Score -118266.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -118800.414062 Penalty: 2386.192871
	Iteration 1F: 3 clusters Score -118800.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -119107.468750 Penalty: 2386.192871
	Iteration 2F: 3 clusters Score -119107.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -119435.531250 Penalty: 2386.192871
	Iteration 3F: 3 clusters Score -119435.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -119634.835938 Penalty: 2386.192871
	Iteration 4F: 3 clusters Score -119634.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -119818.804688 Penalty: 2386.192871
	Iteration 5F: 3 clusters Score -119818.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -119923.312500 Penalty: 2386.192871
	Iteration 6Q: 3 clusters Score -119923.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -119974.039062 Penalty: 2386.192871
	Iteration 7Q: 3 clusters Score -119974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -120004.976562 Penalty: 2386.192871
	Iteration 8Q: 3 clusters Score -120005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -120031.210938 Penalty: 2386.192871
	Iteration 9Q: 3 clusters Score -120031.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -120042.406250 Penalty: 2386.192871
	Iteration 10Q: 3 clusters Score -120042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -120046.257812 Penalty: 2386.192871
	Iteration 11Q: 3 clusters Score -120046.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -120047.710938 Penalty: 2386.192871
	Iteration 12Q: 3 clusters Score -120047.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -120047.710938 Penalty: 2386.192871
	Iteration 13F: 3 clusters Score -120047.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Entering Unmasked Estep 
Score: -728866.625000 Penalty: 1468.425171
	Iteration 0F: 2 clusters Score -728866.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -722752.937500 Penalty: 2936.850342
	Iteration 0F: 3 clusters Score -722752.9 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -724658.875000 Penalty: 2936.850342
	Iteration 1F: 3 clusters Score -724658.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -724961.750000 Penalty: 2936.850342
	Iteration 2F: 3 clusters Score -724961.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -725316.500000 Penalty: 2936.850342
	Iteration 3F: 3 clusters Score -725316.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -725779.750000 Penalty: 2936.850342
	Iteration 4F: 3 clusters Score -725779.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -726285.437500 Penalty: 2936.850342
	Iteration 5F: 3 clusters Score -726285.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -726737.437500 Penalty: 2936.850342
	Iteration 6F: 3 clusters Score -726737.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -727096.000000 Penalty: 2936.850342
	Iteration 7F: 3 clusters Score -727096 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -727332.437500 Penalty: 2936.850342
	Iteration 8F: 3 clusters Score -727332.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -727459.625000 Penalty: 2936.850342
	Iteration 9Q: 3 clusters Score -727459.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -727533.812500 Penalty: 2936.850342
	Iteration 10Q: 3 clusters Score -727533.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -727578.625000 Penalty: 2936.850342
	Iteration 11Q: 3 clusters Score -727578.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -727601.875000 Penalty: 2936.850342
	Iteration 12Q: 3 clusters Score -727601.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -727613.500000 Penalty: 2936.850342
	Iteration 13Q: 3 clusters Score -727613.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -727627.812500 Penalty: 2936.850342
	Iteration 14Q: 3 clusters Score -727627.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -727641.750000 Penalty: 2936.850342
	Iteration 15Q: 3 clusters Score -727641.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -727661.062500 Penalty: 2936.850342
	Iteration 16Q: 3 clusters Score -727661.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -727678.875000 Penalty: 2936.850342
	Iteration 17Q: 3 clusters Score -727678.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -727690.625000 Penalty: 2936.850342
	Iteration 18Q: 3 clusters Score -727690.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -727701.937500 Penalty: 2936.850342
	Iteration 19Q: 3 clusters Score -727701.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -727709.187500 Penalty: 2936.850342
	Iteration 20F: 3 clusters Score -727709.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -727718.437500 Penalty: 2936.850342
	Iteration 21Q: 3 clusters Score -727718.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -727731.062500 Penalty: 2936.850342
	Iteration 22Q: 3 clusters Score -727731.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -727743.687500 Penalty: 2936.850342
	Iteration 23Q: 3 clusters Score -727743.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -727753.750000 Penalty: 2936.850342
	Iteration 24Q: 3 clusters Score -727753.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -727764.125000 Penalty: 2936.850342
	Iteration 25Q: 3 clusters Score -727764.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -727774.187500 Penalty: 2936.850342
	Iteration 26Q: 3 clusters Score -727774.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -727784.937500 Penalty: 2936.850342
	Iteration 27Q: 3 clusters Score -727784.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -727790.125000 Penalty: 2936.850342
	Iteration 28Q: 3 clusters Score -727790.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -727805.125000 Penalty: 2936.850342
	Iteration 29Q: 3 clusters Score -727805.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -727816.750000 Penalty: 2936.850342
	Iteration 30Q: 3 clusters Score -727816.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -727826.000000 Penalty: 2936.850342
	Iteration 31Q: 3 clusters Score -727826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -727833.812500 Penalty: 2936.850342
	Iteration 32Q: 3 clusters Score -727833.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -727843.250000 Penalty: 2936.850342
	Iteration 33Q: 3 clusters Score -727843.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -727850.500000 Penalty: 2936.850342
	Iteration 34Q: 3 clusters Score -727850.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -727864.187500 Penalty: 2936.850342
	Iteration 35Q: 3 clusters Score -727864.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -727873.375000 Penalty: 2936.850342
	Iteration 36Q: 3 clusters Score -727873.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -727883.125000 Penalty: 2936.850342
	Iteration 37Q: 3 clusters Score -727883.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -727899.625000 Penalty: 2936.850342
	Iteration 38Q: 3 clusters Score -727899.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -727913.687500 Penalty: 2936.850342
	Iteration 39Q: 3 clusters Score -727913.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -727931.187500 Penalty: 2936.850342
	Iteration 40F: 3 clusters Score -727931.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -727954.375000 Penalty: 2936.850342
	Iteration 41Q: 3 clusters Score -727954.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -727979.875000 Penalty: 2936.850342
	Iteration 42Q: 3 clusters Score -727979.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -728003.000000 Penalty: 2936.850342
	Iteration 43Q: 3 clusters Score -728003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -728023.375000 Penalty: 2936.850342
	Iteration 44Q: 3 clusters Score -728023.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -728037.750000 Penalty: 2936.850342
	Iteration 45Q: 3 clusters Score -728037.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -728058.312500 Penalty: 2936.850342
	Iteration 46Q: 3 clusters Score -728058.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -728071.937500 Penalty: 2936.850342
	Iteration 47Q: 3 clusters Score -728071.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -728083.812500 Penalty: 2936.850342
	Iteration 48Q: 3 clusters Score -728083.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -728098.187500 Penalty: 2936.850342
	Iteration 49Q: 3 clusters Score -728098.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -728110.687500 Penalty: 2936.850342
	Iteration 50Q: 3 clusters Score -728110.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -728125.125000 Penalty: 2936.850342
	Iteration 51Q: 3 clusters Score -728125.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -728138.500000 Penalty: 2936.850342
	Iteration 52Q: 3 clusters Score -728138.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -728150.187500 Penalty: 2936.850342
	Iteration 53Q: 3 clusters Score -728150.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -728158.062500 Penalty: 2936.850342
	Iteration 54Q: 3 clusters Score -728158.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -728163.437500 Penalty: 2936.850342
	Iteration 55Q: 3 clusters Score -728163.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -728171.000000 Penalty: 2936.850342
	Iteration 56Q: 3 clusters Score -728171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -728175.875000 Penalty: 2936.850342
	Iteration 57Q: 3 clusters Score -728175.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -728189.187500 Penalty: 2936.850342
	Iteration 58Q: 3 clusters Score -728189.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -728193.437500 Penalty: 2936.850342
	Iteration 59Q: 3 clusters Score -728193.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -728196.437500 Penalty: 2936.850342
	Iteration 60F: 3 clusters Score -728196.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -728201.875000 Penalty: 2936.850342
	Iteration 61Q: 3 clusters Score -728201.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -728204.375000 Penalty: 2936.850342
	Iteration 62Q: 3 clusters Score -728204.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -728207.062500 Penalty: 2936.850342
	Iteration 63Q: 3 clusters Score -728207.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -728208.500000 Penalty: 2936.850342
	Iteration 64Q: 3 clusters Score -728208.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -728212.562500 Penalty: 2936.850342
	Iteration 65Q: 3 clusters Score -728212.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -728217.625000 Penalty: 2936.850342
	Iteration 66Q: 3 clusters Score -728217.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -728220.625000 Penalty: 2936.850342
	Iteration 67Q: 3 clusters Score -728220.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -728225.062500 Penalty: 2936.850342
	Iteration 68Q: 3 clusters Score -728225.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -728229.750000 Penalty: 2936.850342
	Iteration 69Q: 3 clusters Score -728229.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -728232.750000 Penalty: 2936.850342
	Iteration 70Q: 3 clusters Score -728232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -728234.187500 Penalty: 2936.850342
	Iteration 71Q: 3 clusters Score -728234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -728236.250000 Penalty: 2936.850342
	Iteration 72Q: 3 clusters Score -728236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -728236.312500 Penalty: 2936.850342
	Iteration 73Q: 3 clusters Score -728236.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -728236.062500 Penalty: 2936.850342
	Iteration 74Q: 3 clusters Score -728236.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -728238.250000 Penalty: 2936.850342
	Iteration 75Q: 3 clusters Score -728238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -728240.687500 Penalty: 2936.850342
	Iteration 76Q: 3 clusters Score -728240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -728240.375000 Penalty: 2936.850342
	Iteration 77Q: 3 clusters Score -728240.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -728240.375000 Penalty: 2936.850342
	Iteration 78F: 3 clusters Score -728240.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Entering Unmasked Estep 
Score: -1807865.125000 Penalty: 1607.986816
	Iteration 0F: 2 clusters Score -1807865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1794333.250000 Penalty: 3215.973633
	Iteration 0F: 3 clusters Score -1794333 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1799107.125000 Penalty: 3215.973633
	Iteration 1F: 3 clusters Score -1799107 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1799449.000000 Penalty: 3215.973633
	Iteration 2Q: 3 clusters Score -1799449 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1799752.125000 Penalty: 3215.973633
	Iteration 3Q: 3 clusters Score -1799752 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1800023.625000 Penalty: 3215.973633
	Iteration 4Q: 3 clusters Score -1800024 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1800276.000000 Penalty: 3215.973633
	Iteration 5Q: 3 clusters Score -1800276 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1800479.750000 Penalty: 3215.973633
	Iteration 6Q: 3 clusters Score -1800480 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1800669.750000 Penalty: 3215.973633
	Iteration 7Q: 3 clusters Score -1800670 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1800873.750000 Penalty: 3215.973633
	Iteration 8Q: 3 clusters Score -1800874 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1801096.000000 Penalty: 3215.973633
	Iteration 9Q: 3 clusters Score -1801096 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1801335.375000 Penalty: 3215.973633
	Iteration 10Q: 3 clusters Score -1801335 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1801660.125000 Penalty: 3215.973633
	Iteration 11Q: 3 clusters Score -1801660 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1802089.875000 Penalty: 3215.973633
	Iteration 12Q: 3 clusters Score -1802090 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1802591.000000 Penalty: 3215.973633
	Iteration 13Q: 3 clusters Score -1802591 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1803156.250000 Penalty: 3215.973633
	Iteration 14Q: 3 clusters Score -1803156 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1803652.625000 Penalty: 3215.973633
	Iteration 15Q: 3 clusters Score -1803653 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1804098.000000 Penalty: 3215.973633
	Iteration 16Q: 3 clusters Score -1804098 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1804400.375000 Penalty: 3215.973633
	Iteration 17Q: 3 clusters Score -1804400 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1804587.000000 Penalty: 3215.973633
	Iteration 18Q: 3 clusters Score -1804587 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1804725.250000 Penalty: 3215.973633
	Iteration 19Q: 3 clusters Score -1804725 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1804863.625000 Penalty: 3215.973633
	Iteration 20F: 3 clusters Score -1804864 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1804984.750000 Penalty: 3215.973633
	Iteration 21Q: 3 clusters Score -1804985 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1805092.125000 Penalty: 3215.973633
	Iteration 22Q: 3 clusters Score -1805092 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1805192.500000 Penalty: 3215.973633
	Iteration 23Q: 3 clusters Score -1805192 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1805295.375000 Penalty: 3215.973633
	Iteration 24Q: 3 clusters Score -1805295 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1805377.375000 Penalty: 3215.973633
	Iteration 25Q: 3 clusters Score -1805377 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1805481.125000 Penalty: 3215.973633
	Iteration 26Q: 3 clusters Score -1805481 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1805565.000000 Penalty: 3215.973633
	Iteration 27Q: 3 clusters Score -1805565 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1805653.375000 Penalty: 3215.973633
	Iteration 28Q: 3 clusters Score -1805653 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1805737.875000 Penalty: 3215.973633
	Iteration 29Q: 3 clusters Score -1805738 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1805806.125000 Penalty: 3215.973633
	Iteration 30Q: 3 clusters Score -1805806 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1805879.750000 Penalty: 3215.973633
	Iteration 31Q: 3 clusters Score -1805880 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1805946.500000 Penalty: 3215.973633
	Iteration 32Q: 3 clusters Score -1805946 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -1806002.500000 Penalty: 3215.973633
	Iteration 33Q: 3 clusters Score -1806002 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1806051.250000 Penalty: 3215.973633
	Iteration 34Q: 3 clusters Score -1806051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1806107.625000 Penalty: 3215.973633
	Iteration 35Q: 3 clusters Score -1806108 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1806156.000000 Penalty: 3215.973633
	Iteration 36Q: 3 clusters Score -1806156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1806195.375000 Penalty: 3215.973633
	Iteration 37Q: 3 clusters Score -1806195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1806233.500000 Penalty: 3215.973633
	Iteration 38Q: 3 clusters Score -1806234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -1806273.125000 Penalty: 3215.973633
	Iteration 39Q: 3 clusters Score -1806273 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -1806302.375000 Penalty: 3215.973633
	Iteration 40F: 3 clusters Score -1806302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1806327.375000 Penalty: 3215.973633
	Iteration 41Q: 3 clusters Score -1806327 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1806355.000000 Penalty: 3215.973633
	Iteration 42Q: 3 clusters Score -1806355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -1806369.875000 Penalty: 3215.973633
	Iteration 43Q: 3 clusters Score -1806370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1806390.125000 Penalty: 3215.973633
	Iteration 44Q: 3 clusters Score -1806390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1806398.250000 Penalty: 3215.973633
	Iteration 45Q: 3 clusters Score -1806398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1806409.500000 Penalty: 3215.973633
	Iteration 46Q: 3 clusters Score -1806410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1806416.250000 Penalty: 3215.973633
	Iteration 47Q: 3 clusters Score -1806416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -1806425.250000 Penalty: 3215.973633
	Iteration 48Q: 3 clusters Score -1806425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -1806429.875000 Penalty: 3215.973633
	Iteration 49Q: 3 clusters Score -1806430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1806434.125000 Penalty: 3215.973633
	Iteration 50Q: 3 clusters Score -1806434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1806434.625000 Penalty: 3215.973633
	Iteration 51Q: 3 clusters Score -1806435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1806440.750000 Penalty: 3215.973633
	Iteration 52Q: 3 clusters Score -1806441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -1806443.625000 Penalty: 3215.973633
	Iteration 53Q: 3 clusters Score -1806444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -1806445.875000 Penalty: 3215.973633
	Iteration 54Q: 3 clusters Score -1806446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1806448.250000 Penalty: 3215.973633
	Iteration 55Q: 3 clusters Score -1806448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1806451.375000 Penalty: 3215.973633
	Iteration 56Q: 3 clusters Score -1806451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -1806453.000000 Penalty: 3215.973633
	Iteration 57Q: 3 clusters Score -1806453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1806455.625000 Penalty: 3215.973633
	Iteration 58Q: 3 clusters Score -1806456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -1806457.250000 Penalty: 3215.973633
	Iteration 59Q: 3 clusters Score -1806457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -1806458.500000 Penalty: 3215.973633
	Iteration 60F: 3 clusters Score -1806458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -1806457.750000 Penalty: 3215.973633
	Iteration 61Q: 3 clusters Score -1806458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1806456.875000 Penalty: 3215.973633
	Iteration 62Q: 3 clusters Score -1806457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -1806462.875000 Penalty: 3215.973633
	Iteration 63Q: 3 clusters Score -1806463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1806465.750000 Penalty: 3215.973633
	Iteration 64Q: 3 clusters Score -1806466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1806465.250000 Penalty: 3215.973633
	Iteration 65Q: 3 clusters Score -1806465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -1806466.000000 Penalty: 3215.973633
	Iteration 66Q: 3 clusters Score -1806466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -1806468.750000 Penalty: 3215.973633
	Iteration 67Q: 3 clusters Score -1806469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -1806468.875000 Penalty: 3215.973633
	Iteration 68Q: 3 clusters Score -1806469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1806469.000000 Penalty: 3215.973633
	Iteration 69Q: 3 clusters Score -1806469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -1806468.875000 Penalty: 3215.973633
	Iteration 70Q: 3 clusters Score -1806469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -1806468.500000 Penalty: 3215.973633
	Iteration 71Q: 3 clusters Score -1806468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1806471.750000 Penalty: 3215.973633
	Iteration 72Q: 3 clusters Score -1806472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1806474.375000 Penalty: 3215.973633
	Iteration 73Q: 3 clusters Score -1806474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -1806475.750000 Penalty: 3215.973633
	Iteration 74Q: 3 clusters Score -1806476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -1806480.375000 Penalty: 3215.973633
	Iteration 75Q: 3 clusters Score -1806480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -1806478.250000 Penalty: 3215.973633
	Iteration 76Q: 3 clusters Score -1806478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1806479.000000 Penalty: 3215.973633
	Iteration 77Q: 3 clusters Score -1806479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1806479.000000 Penalty: 3215.973633
	Iteration 78F: 3 clusters Score -1806479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86921 members 
Entering Unmasked Estep 
Score: -7971414.000000 Penalty: 1848.072754
	Iteration 0F: 2 clusters Score -7971414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -7913352.000000 Penalty: 3696.145508
	Iteration 0F: 3 clusters Score -7913352 nChanged 41455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -7937650.000000 Penalty: 3696.145508
	Iteration 1F: 3 clusters Score -7937650 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -7938844.500000 Penalty: 3696.145508
	Iteration 2Q: 3 clusters Score -7938844 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -7940751.000000 Penalty: 3696.145508
	Iteration 3F: 3 clusters Score -7940751 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -7944119.000000 Penalty: 3696.145508
	Iteration 4F: 3 clusters Score -7944119 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -7949495.500000 Penalty: 3696.145508
	Iteration 5F: 3 clusters Score -7949496 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
Score: -7956064.500000 Penalty: 3696.145508
	Iteration 6F: 3 clusters Score -7956064 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -7961700.500000 Penalty: 3696.145508
	Iteration 7F: 3 clusters Score -7961700 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 80777 members 
Entering Unmasked Estep 
Score: -7965562.000000 Penalty: 3696.145508
	Iteration 8Q: 3 clusters Score -7965562 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -7967593.000000 Penalty: 3696.145508
	Iteration 9Q: 3 clusters Score -7967593 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -7968629.500000 Penalty: 3696.145508
	Iteration 10Q: 3 clusters Score -7968630 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 85128 members 
Entering Unmasked Estep 
Score: -7969247.500000 Penalty: 3696.145508
	Iteration 11Q: 3 clusters Score -7969248 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 85458 members 
Entering Unmasked Estep 
Score: -7969502.500000 Penalty: 3696.145508
	Iteration 12Q: 3 clusters Score -7969502 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -7969672.000000 Penalty: 3696.145508
	Iteration 13Q: 3 clusters Score -7969672 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -7969754.000000 Penalty: 3696.145508
	Iteration 14Q: 3 clusters Score -7969754 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -7969825.500000 Penalty: 3696.145508
	Iteration 15Q: 3 clusters Score -7969826 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -7969867.000000 Penalty: 3696.145508
	Iteration 16Q: 3 clusters Score -7969867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -7969894.000000 Penalty: 3696.145508
	Iteration 17Q: 3 clusters Score -7969894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 86035 members 
Entering Unmasked Estep 
Score: -7969904.500000 Penalty: 3696.145508
	Iteration 18Q: 3 clusters Score -7969904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -7969910.000000 Penalty: 3696.145508
	Iteration 19Q: 3 clusters Score -7969910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 86070 members 
Entering Unmasked Estep 
Score: -7969911.000000 Penalty: 3696.145508
	Iteration 20F: 3 clusters Score -7969911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -7969915.500000 Penalty: 3696.145508
	Iteration 21Q: 3 clusters Score -7969916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 86090 members 
Entering Unmasked Estep 
Score: -7969908.500000 Penalty: 3696.145508
	Iteration 22Q: 3 clusters Score -7969908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -7969918.500000 Penalty: 3696.145508
	Iteration 23Q: 3 clusters Score -7969918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 86111 members 
Entering Unmasked Estep 
Score: -7969919.000000 Penalty: 3696.145508
	Iteration 24Q: 3 clusters Score -7969919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -7969921.000000 Penalty: 3696.145508
	Iteration 25Q: 3 clusters Score -7969921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -7969927.500000 Penalty: 3696.145508
	Iteration 26Q: 3 clusters Score -7969928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -7969940.500000 Penalty: 3696.145508
	Iteration 27Q: 3 clusters Score -7969940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 86137 members 
Entering Unmasked Estep 
Score: -7969937.000000 Penalty: 3696.145508
	Iteration 28Q: 3 clusters Score -7969937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -7969942.500000 Penalty: 3696.145508
	Iteration 29Q: 3 clusters Score -7969942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -7969937.500000 Penalty: 3696.145508
	Iteration 30Q: 3 clusters Score -7969938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 86143 members 
Entering Unmasked Estep 
Score: -7969935.000000 Penalty: 3696.145508
	Iteration 31Q: 3 clusters Score -7969935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 86145 members 
Entering Unmasked Estep 
Score: -7969934.500000 Penalty: 3696.145508
	Iteration 32Q: 3 clusters Score -7969934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 86150 members 
Entering Unmasked Estep 
Score: -7969929.000000 Penalty: 3696.145508
	Iteration 33Q: 3 clusters Score -7969929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 86152 members 
Entering Unmasked Estep 
Score: -7969934.000000 Penalty: 3696.145508
	Iteration 34Q: 3 clusters Score -7969934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -7969928.500000 Penalty: 3696.145508
	Iteration 35Q: 3 clusters Score -7969928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -7969933.500000 Penalty: 3696.145508
	Iteration 36Q: 3 clusters Score -7969934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -7969930.500000 Penalty: 3696.145508
	Iteration 37Q: 3 clusters Score -7969930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -7969930.500000 Penalty: 3696.145508
	Iteration 38F: 3 clusters Score -7969930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Entering Unmasked Estep 
Score: -687413.500000 Penalty: 1437.649292
	Iteration 0F: 2 clusters Score -687413.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -682272.250000 Penalty: 2875.298584
	Iteration 0F: 3 clusters Score -682272.2 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -683830.812500 Penalty: 2875.298584
	Iteration 1F: 3 clusters Score -683830.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -684049.437500 Penalty: 2875.298584
	Iteration 2F: 3 clusters Score -684049.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -684230.187500 Penalty: 2875.298584
	Iteration 3F: 3 clusters Score -684230.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -684410.562500 Penalty: 2875.298584
	Iteration 4Q: 3 clusters Score -684410.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -684611.000000 Penalty: 2875.298584
	Iteration 5Q: 3 clusters Score -684611 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -684817.500000 Penalty: 2875.298584
	Iteration 6Q: 3 clusters Score -684817.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -685046.375000 Penalty: 2875.298584
	Iteration 7Q: 3 clusters Score -685046.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -685294.687500 Penalty: 2875.298584
	Iteration 8Q: 3 clusters Score -685294.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -685543.875000 Penalty: 2875.298584
	Iteration 9Q: 3 clusters Score -685543.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -685772.437500 Penalty: 2875.298584
	Iteration 10Q: 3 clusters Score -685772.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -685923.500000 Penalty: 2875.298584
	Iteration 11Q: 3 clusters Score -685923.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -686022.500000 Penalty: 2875.298584
	Iteration 12Q: 3 clusters Score -686022.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -686079.125000 Penalty: 2875.298584
	Iteration 13Q: 3 clusters Score -686079.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -686124.625000 Penalty: 2875.298584
	Iteration 14Q: 3 clusters Score -686124.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -686146.750000 Penalty: 2875.298584
	Iteration 15Q: 3 clusters Score -686146.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -686166.625000 Penalty: 2875.298584
	Iteration 16Q: 3 clusters Score -686166.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -686180.812500 Penalty: 2875.298584
	Iteration 17Q: 3 clusters Score -686180.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -686186.500000 Penalty: 2875.298584
	Iteration 18Q: 3 clusters Score -686186.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -686196.625000 Penalty: 2875.298584
	Iteration 19Q: 3 clusters Score -686196.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -686208.750000 Penalty: 2875.298584
	Iteration 20F: 3 clusters Score -686208.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -686216.250000 Penalty: 2875.298584
	Iteration 21Q: 3 clusters Score -686216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -686217.625000 Penalty: 2875.298584
	Iteration 22Q: 3 clusters Score -686217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -686219.937500 Penalty: 2875.298584
	Iteration 23Q: 3 clusters Score -686219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -686219.875000 Penalty: 2875.298584
	Iteration 24Q: 3 clusters Score -686219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -686220.937500 Penalty: 2875.298584
	Iteration 25Q: 3 clusters Score -686220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -686222.687500 Penalty: 2875.298584
	Iteration 26Q: 3 clusters Score -686222.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -686222.687500 Penalty: 2875.298584
	Iteration 27F: 3 clusters Score -686222.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Entering Unmasked Estep 
Score: -1079492.125000 Penalty: 1515.096313
	Iteration 0F: 2 clusters Score -1079492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1071543.875000 Penalty: 3030.192627
	Iteration 0F: 3 clusters Score -1071544 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1074269.875000 Penalty: 3030.192627
	Iteration 1F: 3 clusters Score -1074270 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1074575.000000 Penalty: 3030.192627
	Iteration 2F: 3 clusters Score -1074575 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1074858.500000 Penalty: 3030.192627
	Iteration 3F: 3 clusters Score -1074858 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1075170.750000 Penalty: 3030.192627
	Iteration 4Q: 3 clusters Score -1075171 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1075536.125000 Penalty: 3030.192627
	Iteration 5Q: 3 clusters Score -1075536 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1075933.125000 Penalty: 3030.192627
	Iteration 6Q: 3 clusters Score -1075933 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1076327.125000 Penalty: 3030.192627
	Iteration 7Q: 3 clusters Score -1076327 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1076680.000000 Penalty: 3030.192627
	Iteration 8Q: 3 clusters Score -1076680 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1076968.250000 Penalty: 3030.192627
	Iteration 9Q: 3 clusters Score -1076968 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1077229.375000 Penalty: 3030.192627
	Iteration 10Q: 3 clusters Score -1077229 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1077431.375000 Penalty: 3030.192627
	Iteration 11Q: 3 clusters Score -1077431 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1077592.500000 Penalty: 3030.192627
	Iteration 12Q: 3 clusters Score -1077592 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1077731.375000 Penalty: 3030.192627
	Iteration 13Q: 3 clusters Score -1077731 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1077836.500000 Penalty: 3030.192627
	Iteration 14Q: 3 clusters Score -1077836 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1077910.500000 Penalty: 3030.192627
	Iteration 15Q: 3 clusters Score -1077910 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1077975.125000 Penalty: 3030.192627
	Iteration 16Q: 3 clusters Score -1077975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1078028.500000 Penalty: 3030.192627
	Iteration 17Q: 3 clusters Score -1078028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1078059.875000 Penalty: 3030.192627
	Iteration 18Q: 3 clusters Score -1078060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1078077.500000 Penalty: 3030.192627
	Iteration 19Q: 3 clusters Score -1078078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1078096.875000 Penalty: 3030.192627
	Iteration 20F: 3 clusters Score -1078097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1078120.500000 Penalty: 3030.192627
	Iteration 21Q: 3 clusters Score -1078120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1078141.875000 Penalty: 3030.192627
	Iteration 22Q: 3 clusters Score -1078142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1078157.625000 Penalty: 3030.192627
	Iteration 23Q: 3 clusters Score -1078158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1078169.750000 Penalty: 3030.192627
	Iteration 24Q: 3 clusters Score -1078170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1078180.000000 Penalty: 3030.192627
	Iteration 25Q: 3 clusters Score -1078180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1078188.875000 Penalty: 3030.192627
	Iteration 26Q: 3 clusters Score -1078189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1078196.250000 Penalty: 3030.192627
	Iteration 27Q: 3 clusters Score -1078196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1078203.875000 Penalty: 3030.192627
	Iteration 28Q: 3 clusters Score -1078204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1078207.500000 Penalty: 3030.192627
	Iteration 29Q: 3 clusters Score -1078208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1078214.375000 Penalty: 3030.192627
	Iteration 30Q: 3 clusters Score -1078214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1078221.500000 Penalty: 3030.192627
	Iteration 31Q: 3 clusters Score -1078222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1078225.500000 Penalty: 3030.192627
	Iteration 32Q: 3 clusters Score -1078226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1078228.375000 Penalty: 3030.192627
	Iteration 33Q: 3 clusters Score -1078228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1078230.250000 Penalty: 3030.192627
	Iteration 34Q: 3 clusters Score -1078230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1078230.625000 Penalty: 3030.192627
	Iteration 35Q: 3 clusters Score -1078231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1078230.750000 Penalty: 3030.192627
	Iteration 36Q: 3 clusters Score -1078231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1078233.625000 Penalty: 3030.192627
	Iteration 37Q: 3 clusters Score -1078234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1078233.625000 Penalty: 3030.192627
	Iteration 38F: 3 clusters Score -1078234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Entering Unmasked Estep 
Score: -861478.375000 Penalty: 1502.881714
	Iteration 0F: 2 clusters Score -861478.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -854093.000000 Penalty: 3005.763428
	Iteration 0F: 3 clusters Score -854093 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -856592.875000 Penalty: 3005.763428
	Iteration 1F: 3 clusters Score -856592.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -856983.000000 Penalty: 3005.763428
	Iteration 2F: 3 clusters Score -856983 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -857362.750000 Penalty: 3005.763428
	Iteration 3F: 3 clusters Score -857362.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -857717.812500 Penalty: 3005.763428
	Iteration 4F: 3 clusters Score -857717.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -858080.000000 Penalty: 3005.763428
	Iteration 5F: 3 clusters Score -858080 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -858380.250000 Penalty: 3005.763428
	Iteration 6F: 3 clusters Score -858380.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -858632.437500 Penalty: 3005.763428
	Iteration 7Q: 3 clusters Score -858632.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -858837.437500 Penalty: 3005.763428
	Iteration 8Q: 3 clusters Score -858837.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -859042.687500 Penalty: 3005.763428
	Iteration 9Q: 3 clusters Score -859042.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -859193.125000 Penalty: 3005.763428
	Iteration 10Q: 3 clusters Score -859193.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -859296.062500 Penalty: 3005.763428
	Iteration 11Q: 3 clusters Score -859296.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -859361.062500 Penalty: 3005.763428
	Iteration 12Q: 3 clusters Score -859361.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -859409.312500 Penalty: 3005.763428
	Iteration 13Q: 3 clusters Score -859409.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -859448.937500 Penalty: 3005.763428
	Iteration 14Q: 3 clusters Score -859448.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -859476.687500 Penalty: 3005.763428
	Iteration 15Q: 3 clusters Score -859476.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -859503.000000 Penalty: 3005.763428
	Iteration 16Q: 3 clusters Score -859503 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -859523.500000 Penalty: 3005.763428
	Iteration 17Q: 3 clusters Score -859523.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -859538.375000 Penalty: 3005.763428
	Iteration 18Q: 3 clusters Score -859538.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -859553.937500 Penalty: 3005.763428
	Iteration 19Q: 3 clusters Score -859553.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -859574.187500 Penalty: 3005.763428
	Iteration 20F: 3 clusters Score -859574.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -859588.625000 Penalty: 3005.763428
	Iteration 21Q: 3 clusters Score -859588.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -859598.875000 Penalty: 3005.763428
	Iteration 22Q: 3 clusters Score -859598.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -859611.437500 Penalty: 3005.763428
	Iteration 23Q: 3 clusters Score -859611.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -859629.312500 Penalty: 3005.763428
	Iteration 24Q: 3 clusters Score -859629.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -859641.000000 Penalty: 3005.763428
	Iteration 25Q: 3 clusters Score -859641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -859649.250000 Penalty: 3005.763428
	Iteration 26Q: 3 clusters Score -859649.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -859659.312500 Penalty: 3005.763428
	Iteration 27Q: 3 clusters Score -859659.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -859665.625000 Penalty: 3005.763428
	Iteration 28Q: 3 clusters Score -859665.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -859673.437500 Penalty: 3005.763428
	Iteration 29Q: 3 clusters Score -859673.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -859682.687500 Penalty: 3005.763428
	Iteration 30Q: 3 clusters Score -859682.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -859690.312500 Penalty: 3005.763428
	Iteration 31Q: 3 clusters Score -859690.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -859697.375000 Penalty: 3005.763428
	Iteration 32Q: 3 clusters Score -859697.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -859706.875000 Penalty: 3005.763428
	Iteration 33Q: 3 clusters Score -859706.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -859713.187500 Penalty: 3005.763428
	Iteration 34Q: 3 clusters Score -859713.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -859719.812500 Penalty: 3005.763428
	Iteration 35Q: 3 clusters Score -859719.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -859721.937500 Penalty: 3005.763428
	Iteration 36Q: 3 clusters Score -859721.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -859726.062500 Penalty: 3005.763428
	Iteration 37Q: 3 clusters Score -859726.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -859723.937500 Penalty: 3005.763428
	Iteration 38Q: 3 clusters Score -859723.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -859724.250000 Penalty: 3005.763428
	Iteration 39Q: 3 clusters Score -859724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -859725.375000 Penalty: 3005.763428
	Iteration 40F: 3 clusters Score -859725.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -859724.937500 Penalty: 3005.763428
	Iteration 41Q: 3 clusters Score -859724.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -859728.625000 Penalty: 3005.763428
	Iteration 42Q: 3 clusters Score -859728.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -859728.562500 Penalty: 3005.763428
	Iteration 43Q: 3 clusters Score -859728.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -859732.000000 Penalty: 3005.763428
	Iteration 44Q: 3 clusters Score -859732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -859731.812500 Penalty: 3005.763428
	Iteration 45Q: 3 clusters Score -859731.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -859732.250000 Penalty: 3005.763428
	Iteration 46Q: 3 clusters Score -859732.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -859731.437500 Penalty: 3005.763428
	Iteration 47Q: 3 clusters Score -859731.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -859733.000000 Penalty: 3005.763428
	Iteration 48Q: 3 clusters Score -859733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -859735.500000 Penalty: 3005.763428
	Iteration 49Q: 3 clusters Score -859735.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -859736.000000 Penalty: 3005.763428
	Iteration 50Q: 3 clusters Score -859736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -859736.062500 Penalty: 3005.763428
	Iteration 51Q: 3 clusters Score -859736.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -859736.937500 Penalty: 3005.763428
	Iteration 52Q: 3 clusters Score -859736.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -859737.437500 Penalty: 3005.763428
	Iteration 53Q: 3 clusters Score -859737.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -859737.625000 Penalty: 3005.763428
	Iteration 54Q: 3 clusters Score -859737.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -859738.500000 Penalty: 3005.763428
	Iteration 55Q: 3 clusters Score -859738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -859738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -859739.437500 Penalty: 3005.763428
	Iteration 57Q: 3 clusters Score -859739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -859740.000000 Penalty: 3005.763428
	Iteration 58Q: 3 clusters Score -859740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -859740.437500 Penalty: 3005.763428
	Iteration 59Q: 3 clusters Score -859740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -859740.812500 Penalty: 3005.763428
	Iteration 60F: 3 clusters Score -859740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -859740.125000 Penalty: 3005.763428
	Iteration 61Q: 3 clusters Score -859740.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -859740.125000 Penalty: 3005.763428
	Iteration 62F: 3 clusters Score -859740.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 213663 members 
Mstep: Class 7 contains 114204 members 
Mstep: Class 8 contains 9618 members 
Mstep: Class 9 contains 67252 members 
Mstep: Class 10 contains 7480 members 
Mstep: Class 11 contains 1966 members 
Mstep: Class 12 contains 10305 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 19837 members 
Mstep: Class 17 contains 86921 members 
Mstep: Class 18 contains 6954 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 10389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843312.000000 Penalty: 41048.093750
Iteration 79Q: 20 clusters Score -5.384331e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 4 contains 6556 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 213501 members 
Mstep: Class 7 contains 114205 members 
Mstep: Class 8 contains 9615 members 
Mstep: Class 9 contains 67293 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 1966 members 
Mstep: Class 12 contains 10364 members 
Mstep: Class 13 contains 1461 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 19847 members 
Mstep: Class 17 contains 86921 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11204 members 
Mstep: Class 20 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843352.000000 Penalty: 41048.093750
Iteration 80F: 20 clusters Score -5.384335e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 213349 members 
Mstep: Class 7 contains 114206 members 
Mstep: Class 8 contains 9609 members 
Mstep: Class 9 contains 67321 members 
Mstep: Class 10 contains 7522 members 
Mstep: Class 11 contains 1966 members 
Mstep: Class 12 contains 10418 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 1551 members 
Mstep: Class 15 contains 8401 members 
Mstep: Class 16 contains 19860 members 
Mstep: Class 17 contains 86924 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11205 members 
Mstep: Class 20 contains 10400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843452.000000 Penalty: 41048.093750
Iteration 81Q: 20 clusters Score -5.384345e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 213219 members 
Mstep: Class 7 contains 114205 members 
Mstep: Class 8 contains 9608 members 
Mstep: Class 9 contains 67334 members 
Mstep: Class 10 contains 7530 members 
Mstep: Class 11 contains 1966 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 1553 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 19868 members 
Mstep: Class 17 contains 86929 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11205 members 
Mstep: Class 20 contains 10406 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 20 clusters Score -5.384347e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 4 contains 6556 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 213084 members 
Mstep: Class 7 contains 114209 members 
Mstep: Class 8 contains 9608 members 
Mstep: Class 9 contains 67345 members 
Mstep: Class 10 contains 7538 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 10539 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 19884 members 
Mstep: Class 17 contains 86936 members 
Mstep: Class 18 contains 6953 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 10412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 20 clusters Score -5.384343e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 3969 members 
Mstep: Class 4 contains 6557 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 212958 members 
Mstep: Class 7 contains 114208 members 
Mstep: Class 8 contains 9603 members 
Mstep: Class 9 contains 67360 members 
Mstep: Class 10 contains 7549 members 
Mstep: Class 11 contains 1964 members 
Mstep: Class 12 contains 10590 members 
Mstep: Class 13 contains 1458 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 8396 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 86942 members 
Mstep: Class 18 contains 6953 members 
Mstep: Class 19 contains 11208 members 
Mstep: Class 20 contains 10419 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 20 clusters Score -5.384356e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 212835 members 
Mstep: Class 7 contains 114204 members 
Mstep: Class 8 contains 9598 members 
Mstep: Class 9 contains 67358 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 10668 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 1553 members 
Mstep: Class 15 contains 8396 members 
Mstep: Class 16 contains 19905 members 
Mstep: Class 17 contains 86943 members 
Mstep: Class 18 contains 6954 members 
Mstep: Class 19 contains 11204 members 
Mstep: Class 20 contains 10422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843564.000000 Penalty: 41048.093750
Iteration 85Q: 20 clusters Score -5.384356e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 4 contains 6557 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 212722 members 
Mstep: Class 7 contains 114201 members 
Mstep: Class 8 contains 9598 members 
Mstep: Class 9 contains 67358 members 
Mstep: Class 10 contains 7569 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 10718 members 
Mstep: Class 13 contains 1463 members 
Mstep: Class 14 contains 1553 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 19922 members 
Mstep: Class 17 contains 86944 members 
Mstep: Class 18 contains 6954 members 
Mstep: Class 19 contains 11205 members 
Mstep: Class 20 contains 10429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843660.000000 Penalty: 41048.093750
Iteration 86Q: 20 clusters Score -5.384366e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 4 contains 6557 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 212632 members 
Mstep: Class 7 contains 114198 members 
Mstep: Class 8 contains 9597 members 
Mstep: Class 9 contains 67357 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 10752 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 19937 members 
Mstep: Class 17 contains 86944 members 
Mstep: Class 18 contains 6954 members 
Mstep: Class 19 contains 11204 members 
Mstep: Class 20 contains 10436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843648.000000 Penalty: 41048.093750
Iteration 87Q: 20 clusters Score -5.384365e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 3968 members 
Mstep: Class 4 contains 6557 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 212559 members 
Mstep: Class 7 contains 114196 members 
Mstep: Class 8 contains 9595 members 
Mstep: Class 9 contains 67339 members 
Mstep: Class 10 contains 7598 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 10797 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 8401 members 
Mstep: Class 16 contains 19944 members 
Mstep: Class 17 contains 86944 members 
Mstep: Class 18 contains 6954 members 
Mstep: Class 19 contains 11205 members 
Mstep: Class 20 contains 10442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843632.000000 Penalty: 41048.093750
Iteration 88Q: 20 clusters Score -5.384363e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 4 contains 6556 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 212478 members 
Mstep: Class 7 contains 114194 members 
Mstep: Class 8 contains 9593 members 
Mstep: Class 9 contains 67321 members 
Mstep: Class 10 contains 7609 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 10841 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 19965 members 
Mstep: Class 17 contains 86945 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11210 members 
Mstep: Class 20 contains 10445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843612.000000 Penalty: 41048.093750
Iteration 89Q: 20 clusters Score -5.384361e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 212393 members 
Mstep: Class 7 contains 114193 members 
Mstep: Class 8 contains 9590 members 
Mstep: Class 9 contains 67295 members 
Mstep: Class 10 contains 7623 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 19977 members 
Mstep: Class 17 contains 86942 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11211 members 
Mstep: Class 20 contains 10451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843572.000000 Penalty: 41048.093750
Iteration 90Q: 20 clusters Score -5.384357e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 4 contains 6554 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 212308 members 
Mstep: Class 7 contains 114194 members 
Mstep: Class 8 contains 9589 members 
Mstep: Class 9 contains 67273 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 10962 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 19995 members 
Mstep: Class 17 contains 86941 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11212 members 
Mstep: Class 20 contains 10451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843528.000000 Penalty: 41048.093750
Iteration 91Q: 20 clusters Score -5.384353e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 4 contains 6552 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 212238 members 
Mstep: Class 7 contains 114193 members 
Mstep: Class 8 contains 9587 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 7643 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 11008 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 20002 members 
Mstep: Class 17 contains 86942 members 
Mstep: Class 18 contains 6953 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843536.000000 Penalty: 41048.093750
Iteration 92Q: 20 clusters Score -5.384354e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 4 contains 6551 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 212171 members 
Mstep: Class 7 contains 114192 members 
Mstep: Class 8 contains 9586 members 
Mstep: Class 9 contains 67239 members 
Mstep: Class 10 contains 7656 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 11063 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 20007 members 
Mstep: Class 17 contains 86939 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 10466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843532.000000 Penalty: 41048.093750
Iteration 93Q: 20 clusters Score -5.384353e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 4 contains 6550 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 212092 members 
Mstep: Class 7 contains 114191 members 
Mstep: Class 8 contains 9585 members 
Mstep: Class 9 contains 67228 members 
Mstep: Class 10 contains 7665 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 11120 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 20016 members 
Mstep: Class 17 contains 86939 members 
Mstep: Class 18 contains 6953 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 10470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843504.000000 Penalty: 41048.093750
Iteration 94Q: 20 clusters Score -5.38435e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 212012 members 
Mstep: Class 7 contains 114192 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 67210 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 11181 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 20032 members 
Mstep: Class 17 contains 86939 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 10479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843504.000000 Penalty: 41048.093750
Iteration 95Q: 20 clusters Score -5.38435e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 3962 members 
Mstep: Class 4 contains 6547 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 211923 members 
Mstep: Class 7 contains 114196 members 
Mstep: Class 8 contains 9580 members 
Mstep: Class 9 contains 67202 members 
Mstep: Class 10 contains 7688 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 11234 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 20049 members 
Mstep: Class 17 contains 86936 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11208 members 
Mstep: Class 20 contains 10487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843504.000000 Penalty: 41048.093750
Iteration 96Q: 20 clusters Score -5.38435e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3961 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 211822 members 
Mstep: Class 7 contains 114195 members 
Mstep: Class 8 contains 9580 members 
Mstep: Class 9 contains 67194 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 11295 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1556 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 20075 members 
Mstep: Class 17 contains 86935 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11208 members 
Mstep: Class 20 contains 10489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843508.000000 Penalty: 41048.093750
Iteration 97Q: 20 clusters Score -5.384351e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3961 members 
Mstep: Class 4 contains 6538 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 211702 members 
Mstep: Class 7 contains 114196 members 
Mstep: Class 8 contains 9583 members 
Mstep: Class 9 contains 67167 members 
Mstep: Class 10 contains 7713 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 11376 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1559 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 20097 members 
Mstep: Class 17 contains 86936 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11212 members 
Mstep: Class 20 contains 10497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843560.000000 Penalty: 41048.093750
Iteration 98Q: 20 clusters Score -5.384356e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3961 members 
Mstep: Class 4 contains 6533 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 211590 members 
Mstep: Class 7 contains 114195 members 
Mstep: Class 8 contains 9584 members 
Mstep: Class 9 contains 67155 members 
Mstep: Class 10 contains 7726 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 11448 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1561 members 
Mstep: Class 15 contains 8401 members 
Mstep: Class 16 contains 20119 members 
Mstep: Class 17 contains 86938 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11210 members 
Mstep: Class 20 contains 10503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843528.000000 Penalty: 41048.093750
Iteration 99Q: 20 clusters Score -5.384353e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3961 members 
Mstep: Class 4 contains 6531 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 211489 members 
Mstep: Class 7 contains 114197 members 
Mstep: Class 8 contains 9584 members 
Mstep: Class 9 contains 67128 members 
Mstep: Class 10 contains 7736 members 
Mstep: Class 11 contains 1966 members 
Mstep: Class 12 contains 11511 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 20141 members 
Mstep: Class 17 contains 86940 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 11212 members 
Mstep: Class 20 contains 10512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843580.000000 Penalty: 41048.093750
Iteration 100F: 20 clusters Score -5.384358e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6529 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 211392 members 
Mstep: Class 7 contains 114198 members 
Mstep: Class 8 contains 9585 members 
Mstep: Class 9 contains 67109 members 
Mstep: Class 10 contains 7749 members 
Mstep: Class 11 contains 1968 members 
Mstep: Class 12 contains 11570 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 8401 members 
Mstep: Class 16 contains 20165 members 
Mstep: Class 17 contains 86944 members 
Mstep: Class 18 contains 6950 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 10516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843580.000000 Penalty: 41048.093750
Iteration 101Q: 20 clusters Score -5.384358e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6528 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 211293 members 
Mstep: Class 7 contains 114198 members 
Mstep: Class 8 contains 9581 members 
Mstep: Class 9 contains 67080 members 
Mstep: Class 10 contains 7756 members 
Mstep: Class 11 contains 1970 members 
Mstep: Class 12 contains 11636 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 1564 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 20199 members 
Mstep: Class 17 contains 86951 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11216 members 
Mstep: Class 20 contains 10524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843632.000000 Penalty: 41048.093750
Iteration 102Q: 20 clusters Score -5.384363e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6526 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 211214 members 
Mstep: Class 7 contains 114201 members 
Mstep: Class 8 contains 9580 members 
Mstep: Class 9 contains 67049 members 
Mstep: Class 10 contains 7763 members 
Mstep: Class 11 contains 1969 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 20214 members 
Mstep: Class 17 contains 86958 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11216 members 
Mstep: Class 20 contains 10529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843652.000000 Penalty: 41048.093750
Iteration 103Q: 20 clusters Score -5.384365e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 211139 members 
Mstep: Class 7 contains 114204 members 
Mstep: Class 8 contains 9580 members 
Mstep: Class 9 contains 67016 members 
Mstep: Class 10 contains 7776 members 
Mstep: Class 11 contains 1968 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 20242 members 
Mstep: Class 17 contains 86961 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 10527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843620.000000 Penalty: 41048.093750
Iteration 104Q: 20 clusters Score -5.384362e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 211080 members 
Mstep: Class 7 contains 114206 members 
Mstep: Class 8 contains 9577 members 
Mstep: Class 9 contains 66993 members 
Mstep: Class 10 contains 7792 members 
Mstep: Class 11 contains 1967 members 
Mstep: Class 12 contains 11807 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 20251 members 
Mstep: Class 17 contains 86965 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11216 members 
Mstep: Class 20 contains 10527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843740.000000 Penalty: 41048.093750
Iteration 105Q: 20 clusters Score -5.384374e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 211022 members 
Mstep: Class 7 contains 114204 members 
Mstep: Class 8 contains 9573 members 
Mstep: Class 9 contains 66978 members 
Mstep: Class 10 contains 7803 members 
Mstep: Class 11 contains 1967 members 
Mstep: Class 12 contains 11853 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 8398 members 
Mstep: Class 16 contains 20259 members 
Mstep: Class 17 contains 86968 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 10528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843776.000000 Penalty: 41048.093750
Iteration 106Q: 20 clusters Score -5.384378e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6522 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 210955 members 
Mstep: Class 7 contains 114206 members 
Mstep: Class 8 contains 9564 members 
Mstep: Class 9 contains 66974 members 
Mstep: Class 10 contains 7816 members 
Mstep: Class 11 contains 1967 members 
Mstep: Class 12 contains 11894 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 1562 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 20264 members 
Mstep: Class 17 contains 86970 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 10530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843760.000000 Penalty: 41048.093750
Iteration 107Q: 20 clusters Score -5.384376e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6521 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 210880 members 
Mstep: Class 7 contains 114206 members 
Mstep: Class 8 contains 9555 members 
Mstep: Class 9 contains 66961 members 
Mstep: Class 10 contains 7830 members 
Mstep: Class 11 contains 1968 members 
Mstep: Class 12 contains 11947 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 1561 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 20275 members 
Mstep: Class 17 contains 86972 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 10530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843772.000000 Penalty: 41048.093750
Iteration 108Q: 20 clusters Score -5.384377e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6520 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 210800 members 
Mstep: Class 7 contains 114209 members 
Mstep: Class 8 contains 9553 members 
Mstep: Class 9 contains 66941 members 
Mstep: Class 10 contains 7845 members 
Mstep: Class 11 contains 1968 members 
Mstep: Class 12 contains 11985 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 8401 members 
Mstep: Class 16 contains 20284 members 
Mstep: Class 17 contains 86978 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 10539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843756.000000 Penalty: 41048.093750
Iteration 109Q: 20 clusters Score -5.384376e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6518 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 210736 members 
Mstep: Class 7 contains 114212 members 
Mstep: Class 8 contains 9547 members 
Mstep: Class 9 contains 66928 members 
Mstep: Class 10 contains 7860 members 
Mstep: Class 11 contains 1967 members 
Mstep: Class 12 contains 12017 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 8402 members 
Mstep: Class 16 contains 20291 members 
Mstep: Class 17 contains 86978 members 
Mstep: Class 18 contains 6950 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 10546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843752.000000 Penalty: 41048.093750
Iteration 110Q: 20 clusters Score -5.384375e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6516 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 210683 members 
Mstep: Class 7 contains 114211 members 
Mstep: Class 8 contains 9545 members 
Mstep: Class 9 contains 66916 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 1967 members 
Mstep: Class 12 contains 12037 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1569 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 20294 members 
Mstep: Class 17 contains 86978 members 
Mstep: Class 18 contains 6950 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 10549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843796.000000 Penalty: 41048.093750
Iteration 111Q: 20 clusters Score -5.38438e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6515 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 210635 members 
Mstep: Class 7 contains 114210 members 
Mstep: Class 8 contains 9541 members 
Mstep: Class 9 contains 66908 members 
Mstep: Class 10 contains 7891 members 
Mstep: Class 11 contains 1967 members 
Mstep: Class 12 contains 12054 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1569 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 20302 members 
Mstep: Class 17 contains 86979 members 
Mstep: Class 18 contains 6950 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 10551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843848.000000 Penalty: 41048.093750
Iteration 112Q: 20 clusters Score -5.384385e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 2310 members 
Mstep: Class 6 contains 210573 members 
Mstep: Class 7 contains 114210 members 
Mstep: Class 8 contains 9536 members 
Mstep: Class 9 contains 66902 members 
Mstep: Class 10 contains 7905 members 
Mstep: Class 11 contains 1968 members 
Mstep: Class 12 contains 12095 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1570 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 20305 members 
Mstep: Class 17 contains 86977 members 
Mstep: Class 18 contains 6950 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 10555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843832.000000 Penalty: 41048.093750
Iteration 113Q: 20 clusters Score -5.384383e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 210504 members 
Mstep: Class 7 contains 114213 members 
Mstep: Class 8 contains 9528 members 
Mstep: Class 9 contains 66895 members 
Mstep: Class 10 contains 7920 members 
Mstep: Class 11 contains 1969 members 
Mstep: Class 12 contains 12134 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 20307 members 
Mstep: Class 17 contains 86983 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11220 members 
Mstep: Class 20 contains 10558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843900.000000 Penalty: 41048.093750
Iteration 114Q: 20 clusters Score -5.38439e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 210443 members 
Mstep: Class 7 contains 114215 members 
Mstep: Class 8 contains 9525 members 
Mstep: Class 9 contains 66890 members 
Mstep: Class 10 contains 7933 members 
Mstep: Class 11 contains 1969 members 
Mstep: Class 12 contains 12172 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 20307 members 
Mstep: Class 17 contains 86984 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11226 members 
Mstep: Class 20 contains 10554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843976.000000 Penalty: 41048.093750
Iteration 115Q: 20 clusters Score -5.384398e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 210377 members 
Mstep: Class 7 contains 114215 members 
Mstep: Class 8 contains 9528 members 
Mstep: Class 9 contains 66880 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 1970 members 
Mstep: Class 12 contains 12206 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1574 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 20308 members 
Mstep: Class 17 contains 86986 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 10559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843944.000000 Penalty: 41048.093750
Iteration 116Q: 20 clusters Score -5.384394e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 210318 members 
Mstep: Class 7 contains 114214 members 
Mstep: Class 8 contains 9530 members 
Mstep: Class 9 contains 66869 members 
Mstep: Class 10 contains 7947 members 
Mstep: Class 11 contains 1971 members 
Mstep: Class 12 contains 12256 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1575 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 20307 members 
Mstep: Class 17 contains 86989 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 10561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843924.000000 Penalty: 41048.093750
Iteration 117Q: 20 clusters Score -5.384392e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6504 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 210267 members 
Mstep: Class 7 contains 114214 members 
Mstep: Class 8 contains 9534 members 
Mstep: Class 9 contains 66858 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 1972 members 
Mstep: Class 12 contains 12282 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1575 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 20316 members 
Mstep: Class 17 contains 86990 members 
Mstep: Class 18 contains 6948 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 10565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843940.000000 Penalty: 41048.093750
Iteration 118Q: 20 clusters Score -5.384394e+07 nChanged 122
Entering ConstructFrom: 
Score: -53843940.000000 Penalty: 41048.093750
Entering ConstructFrom: 
Trying to split cluster 1 (10824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Entering Unmasked Estep 
Score: -1015893.812500 Penalty: 1509.547241
	Iteration 0F: 2 clusters Score -1015894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1008138.625000 Penalty: 3019.094482
	Iteration 0F: 3 clusters Score -1008139 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1010741.875000 Penalty: 3019.094482
	Iteration 1F: 3 clusters Score -1010742 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1010979.625000 Penalty: 3019.094482
	Iteration 2F: 3 clusters Score -1010980 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1011191.437500 Penalty: 3019.094482
	Iteration 3Q: 3 clusters Score -1011191 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1011417.062500 Penalty: 3019.094482
	Iteration 4Q: 3 clusters Score -1011417 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1011663.125000 Penalty: 3019.094482
	Iteration 5Q: 3 clusters Score -1011663 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1011981.187500 Penalty: 3019.094482
	Iteration 6Q: 3 clusters Score -1011981 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1012404.937500 Penalty: 3019.094482
	Iteration 7F: 3 clusters Score -1012405 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1012913.062500 Penalty: 3019.094482
	Iteration 8F: 3 clusters Score -1012913 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1013497.625000 Penalty: 3019.094482
	Iteration 9F: 3 clusters Score -1013498 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1013947.562500 Penalty: 3019.094482
	Iteration 10Q: 3 clusters Score -1013948 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1014214.500000 Penalty: 3019.094482
	Iteration 11Q: 3 clusters Score -1014214 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1014354.312500 Penalty: 3019.094482
	Iteration 12Q: 3 clusters Score -1014354 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1014443.875000 Penalty: 3019.094482
	Iteration 13Q: 3 clusters Score -1014444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1014501.937500 Penalty: 3019.094482
	Iteration 14Q: 3 clusters Score -1014502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1014531.250000 Penalty: 3019.094482
	Iteration 15Q: 3 clusters Score -1014531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1014546.625000 Penalty: 3019.094482
	Iteration 16Q: 3 clusters Score -1014547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1014563.625000 Penalty: 3019.094482
	Iteration 17Q: 3 clusters Score -1014564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1014574.937500 Penalty: 3019.094482
	Iteration 18Q: 3 clusters Score -1014575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1014583.937500 Penalty: 3019.094482
	Iteration 19Q: 3 clusters Score -1014584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1014601.312500 Penalty: 3019.094482
	Iteration 20F: 3 clusters Score -1014601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1014610.937500 Penalty: 3019.094482
	Iteration 21Q: 3 clusters Score -1014611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1014613.500000 Penalty: 3019.094482
	Iteration 22Q: 3 clusters Score -1014614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1014615.562500 Penalty: 3019.094482
	Iteration 23Q: 3 clusters Score -1014616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1014618.312500 Penalty: 3019.094482
	Iteration 24Q: 3 clusters Score -1014618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1014618.312500 Penalty: 3019.094482
	Iteration 25F: 3 clusters Score -1014618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Entering Unmasked Estep 
Score: -374410.250000 Penalty: 1346.149902
	Iteration 0F: 2 clusters Score -374410.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -371118.968750 Penalty: 2692.299805
	Iteration 0F: 3 clusters Score -371119 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -372017.906250 Penalty: 2692.299805
	Iteration 1F: 3 clusters Score -372017.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -372224.156250 Penalty: 2692.299805
	Iteration 2F: 3 clusters Score -372224.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -372363.562500 Penalty: 2692.299805
	Iteration 3F: 3 clusters Score -372363.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -372485.781250 Penalty: 2692.299805
	Iteration 4Q: 3 clusters Score -372485.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -372626.406250 Penalty: 2692.299805
	Iteration 5Q: 3 clusters Score -372626.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -372785.562500 Penalty: 2692.299805
	Iteration 6Q: 3 clusters Score -372785.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -372947.125000 Penalty: 2692.299805
	Iteration 7Q: 3 clusters Score -372947.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -373105.125000 Penalty: 2692.299805
	Iteration 8Q: 3 clusters Score -373105.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -373292.468750 Penalty: 2692.299805
	Iteration 9Q: 3 clusters Score -373292.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -373478.187500 Penalty: 2692.299805
	Iteration 10Q: 3 clusters Score -373478.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -373650.750000 Penalty: 2692.299805
	Iteration 11Q: 3 clusters Score -373650.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -373770.312500 Penalty: 2692.299805
	Iteration 12Q: 3 clusters Score -373770.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -373841.437500 Penalty: 2692.299805
	Iteration 13Q: 3 clusters Score -373841.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -373894.875000 Penalty: 2692.299805
	Iteration 14Q: 3 clusters Score -373894.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -373927.468750 Penalty: 2692.299805
	Iteration 15Q: 3 clusters Score -373927.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -373961.062500 Penalty: 2692.299805
	Iteration 16Q: 3 clusters Score -373961.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -373995.468750 Penalty: 2692.299805
	Iteration 17Q: 3 clusters Score -373995.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -374026.250000 Penalty: 2692.299805
	Iteration 18Q: 3 clusters Score -374026.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -374052.281250 Penalty: 2692.299805
	Iteration 19Q: 3 clusters Score -374052.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -374073.781250 Penalty: 2692.299805
	Iteration 20F: 3 clusters Score -374073.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -374094.281250 Penalty: 2692.299805
	Iteration 21Q: 3 clusters Score -374094.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -374118.312500 Penalty: 2692.299805
	Iteration 22Q: 3 clusters Score -374118.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -374151.812500 Penalty: 2692.299805
	Iteration 23Q: 3 clusters Score -374151.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -374197.562500 Penalty: 2692.299805
	Iteration 24Q: 3 clusters Score -374197.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -374246.656250 Penalty: 2692.299805
	Iteration 25Q: 3 clusters Score -374246.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -374282.875000 Penalty: 2692.299805
	Iteration 26Q: 3 clusters Score -374282.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -374301.406250 Penalty: 2692.299805
	Iteration 27Q: 3 clusters Score -374301.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -374319.875000 Penalty: 2692.299805
	Iteration 28Q: 3 clusters Score -374319.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -374334.656250 Penalty: 2692.299805
	Iteration 29Q: 3 clusters Score -374334.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -374347.531250 Penalty: 2692.299805
	Iteration 30Q: 3 clusters Score -374347.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -374355.437500 Penalty: 2692.299805
	Iteration 31Q: 3 clusters Score -374355.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -374366.531250 Penalty: 2692.299805
	Iteration 32Q: 3 clusters Score -374366.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -374375.125000 Penalty: 2692.299805
	Iteration 33Q: 3 clusters Score -374375.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -374382.125000 Penalty: 2692.299805
	Iteration 34Q: 3 clusters Score -374382.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -374389.156250 Penalty: 2692.299805
	Iteration 35Q: 3 clusters Score -374389.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -374396.875000 Penalty: 2692.299805
	Iteration 36Q: 3 clusters Score -374396.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -374401.968750 Penalty: 2692.299805
	Iteration 37Q: 3 clusters Score -374402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -374403.250000 Penalty: 2692.299805
	Iteration 38Q: 3 clusters Score -374403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -374406.812500 Penalty: 2692.299805
	Iteration 39Q: 3 clusters Score -374406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -374407.812500 Penalty: 2692.299805
	Iteration 40F: 3 clusters Score -374407.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -374409.718750 Penalty: 2692.299805
	Iteration 41Q: 3 clusters Score -374409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -374409.218750 Penalty: 2692.299805
	Iteration 42Q: 3 clusters Score -374409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -374409.218750 Penalty: 2692.299805
	Iteration 43F: 3 clusters Score -374409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Entering Unmasked Estep 
Score: -579353.812500 Penalty: 1426.828003
	Iteration 0F: 2 clusters Score -579353.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -574445.750000 Penalty: 2853.656006
	Iteration 0F: 3 clusters Score -574445.8 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -575922.875000 Penalty: 2853.656006
	Iteration 1F: 3 clusters Score -575922.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -576305.750000 Penalty: 2853.656006
	Iteration 2F: 3 clusters Score -576305.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -576739.062500 Penalty: 2853.656006
	Iteration 3F: 3 clusters Score -576739.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -577262.375000 Penalty: 2853.656006
	Iteration 4F: 3 clusters Score -577262.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -577673.125000 Penalty: 2853.656006
	Iteration 5F: 3 clusters Score -577673.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -578006.125000 Penalty: 2853.656006
	Iteration 6F: 3 clusters Score -578006.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -578242.937500 Penalty: 2853.656006
	Iteration 7F: 3 clusters Score -578242.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -578396.312500 Penalty: 2853.656006
	Iteration 8Q: 3 clusters Score -578396.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -578506.062500 Penalty: 2853.656006
	Iteration 9Q: 3 clusters Score -578506.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -578580.000000 Penalty: 2853.656006
	Iteration 10Q: 3 clusters Score -578580 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -578622.875000 Penalty: 2853.656006
	Iteration 11Q: 3 clusters Score -578622.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -578655.250000 Penalty: 2853.656006
	Iteration 12Q: 3 clusters Score -578655.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -578682.062500 Penalty: 2853.656006
	Iteration 13Q: 3 clusters Score -578682.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -578704.687500 Penalty: 2853.656006
	Iteration 14Q: 3 clusters Score -578704.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -578726.187500 Penalty: 2853.656006
	Iteration 15Q: 3 clusters Score -578726.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -578744.000000 Penalty: 2853.656006
	Iteration 16Q: 3 clusters Score -578744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -578769.812500 Penalty: 2853.656006
	Iteration 17Q: 3 clusters Score -578769.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -578798.375000 Penalty: 2853.656006
	Iteration 18Q: 3 clusters Score -578798.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -578825.875000 Penalty: 2853.656006
	Iteration 19Q: 3 clusters Score -578825.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -578851.812500 Penalty: 2853.656006
	Iteration 20F: 3 clusters Score -578851.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -578870.875000 Penalty: 2853.656006
	Iteration 21Q: 3 clusters Score -578870.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -578891.062500 Penalty: 2853.656006
	Iteration 22Q: 3 clusters Score -578891.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -578915.937500 Penalty: 2853.656006
	Iteration 23Q: 3 clusters Score -578915.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -578953.250000 Penalty: 2853.656006
	Iteration 24Q: 3 clusters Score -578953.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -578991.187500 Penalty: 2853.656006
	Iteration 25Q: 3 clusters Score -578991.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -579019.312500 Penalty: 2853.656006
	Iteration 26Q: 3 clusters Score -579019.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -579037.125000 Penalty: 2853.656006
	Iteration 27Q: 3 clusters Score -579037.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -579047.437500 Penalty: 2853.656006
	Iteration 28Q: 3 clusters Score -579047.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -579050.625000 Penalty: 2853.656006
	Iteration 29Q: 3 clusters Score -579050.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -579051.062500 Penalty: 2853.656006
	Iteration 30Q: 3 clusters Score -579051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -579053.250000 Penalty: 2853.656006
	Iteration 31Q: 3 clusters Score -579053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -579055.875000 Penalty: 2853.656006
	Iteration 32Q: 3 clusters Score -579055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -579056.687500 Penalty: 2853.656006
	Iteration 33Q: 3 clusters Score -579056.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -579057.437500 Penalty: 2853.656006
	Iteration 34Q: 3 clusters Score -579057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -579057.937500 Penalty: 2853.656006
	Iteration 35Q: 3 clusters Score -579057.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -579059.437500 Penalty: 2853.656006
	Iteration 36Q: 3 clusters Score -579059.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -579059.750000 Penalty: 2853.656006
	Iteration 37Q: 3 clusters Score -579059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -579060.687500 Penalty: 2853.656006
	Iteration 38Q: 3 clusters Score -579060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -579063.812500 Penalty: 2853.656006
	Iteration 39Q: 3 clusters Score -579063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -579063.812500 Penalty: 2853.656006
	Iteration 40F: 3 clusters Score -579063.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -202611.828125 Penalty: 1258.422241
	Iteration 0F: 2 clusters Score -202611.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -200364.265625 Penalty: 2516.844482
	Iteration 0F: 3 clusters Score -200364.3 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -200812.546875 Penalty: 2516.844482
	Iteration 1F: 3 clusters Score -200812.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -200923.812500 Penalty: 2516.844482
	Iteration 2F: 3 clusters Score -200923.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -200985.062500 Penalty: 2516.844482
	Iteration 3F: 3 clusters Score -200985.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -201018.000000 Penalty: 2516.844482
	Iteration 4Q: 3 clusters Score -201018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -201041.281250 Penalty: 2516.844482
	Iteration 5Q: 3 clusters Score -201041.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -201065.171875 Penalty: 2516.844482
	Iteration 6Q: 3 clusters Score -201065.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -201089.796875 Penalty: 2516.844482
	Iteration 7Q: 3 clusters Score -201089.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -201108.046875 Penalty: 2516.844482
	Iteration 8Q: 3 clusters Score -201108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -201125.562500 Penalty: 2516.844482
	Iteration 9Q: 3 clusters Score -201125.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -201143.328125 Penalty: 2516.844482
	Iteration 10Q: 3 clusters Score -201143.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -201161.484375 Penalty: 2516.844482
	Iteration 11Q: 3 clusters Score -201161.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -201189.765625 Penalty: 2516.844482
	Iteration 12Q: 3 clusters Score -201189.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -201216.015625 Penalty: 2516.844482
	Iteration 13Q: 3 clusters Score -201216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -201242.296875 Penalty: 2516.844482
	Iteration 14Q: 3 clusters Score -201242.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -201265.593750 Penalty: 2516.844482
	Iteration 15Q: 3 clusters Score -201265.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -201297.984375 Penalty: 2516.844482
	Iteration 16Q: 3 clusters Score -201298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -201344.187500 Penalty: 2516.844482
	Iteration 17Q: 3 clusters Score -201344.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -201392.390625 Penalty: 2516.844482
	Iteration 18Q: 3 clusters Score -201392.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -201451.203125 Penalty: 2516.844482
	Iteration 19Q: 3 clusters Score -201451.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -201502.718750 Penalty: 2516.844482
	Iteration 20F: 3 clusters Score -201502.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -201569.828125 Penalty: 2516.844482
	Iteration 21Q: 3 clusters Score -201569.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -201648.265625 Penalty: 2516.844482
	Iteration 22Q: 3 clusters Score -201648.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -201732.171875 Penalty: 2516.844482
	Iteration 23Q: 3 clusters Score -201732.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -201807.578125 Penalty: 2516.844482
	Iteration 24Q: 3 clusters Score -201807.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -201868.265625 Penalty: 2516.844482
	Iteration 25Q: 3 clusters Score -201868.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -201904.890625 Penalty: 2516.844482
	Iteration 26Q: 3 clusters Score -201904.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -201924.812500 Penalty: 2516.844482
	Iteration 27Q: 3 clusters Score -201924.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -201932.218750 Penalty: 2516.844482
	Iteration 28Q: 3 clusters Score -201932.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -201943.000000 Penalty: 2516.844482
	Iteration 29Q: 3 clusters Score -201943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -201947.062500 Penalty: 2516.844482
	Iteration 30Q: 3 clusters Score -201947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -201949.609375 Penalty: 2516.844482
	Iteration 31Q: 3 clusters Score -201949.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -201954.765625 Penalty: 2516.844482
	Iteration 32Q: 3 clusters Score -201954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -201960.546875 Penalty: 2516.844482
	Iteration 33Q: 3 clusters Score -201960.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -201963.718750 Penalty: 2516.844482
	Iteration 34Q: 3 clusters Score -201963.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -201966.687500 Penalty: 2516.844482
	Iteration 35Q: 3 clusters Score -201966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -201967.890625 Penalty: 2516.844482
	Iteration 36Q: 3 clusters Score -201967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -201970.531250 Penalty: 2516.844482
	Iteration 37Q: 3 clusters Score -201970.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -201970.859375 Penalty: 2516.844482
	Iteration 38Q: 3 clusters Score -201970.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -201972.187500 Penalty: 2516.844482
	Iteration 39F: 3 clusters Score -201972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -201980.406250 Penalty: 2516.844482
	Iteration 40F: 3 clusters Score -201980.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -201983.031250 Penalty: 2516.844482
	Iteration 41Q: 3 clusters Score -201983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -201984.625000 Penalty: 2516.844482
	Iteration 42Q: 3 clusters Score -201984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -201985.500000 Penalty: 2516.844482
	Iteration 43Q: 3 clusters Score -201985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -201986.484375 Penalty: 2516.844482
	Iteration 44Q: 3 clusters Score -201986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -201987.671875 Penalty: 2516.844482
	Iteration 45Q: 3 clusters Score -201987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -201988.656250 Penalty: 2516.844482
	Iteration 46Q: 3 clusters Score -201988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -201992.015625 Penalty: 2516.844482
	Iteration 47Q: 3 clusters Score -201992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -201993.312500 Penalty: 2516.844482
	Iteration 48Q: 3 clusters Score -201993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -201994.062500 Penalty: 2516.844482
	Iteration 49Q: 3 clusters Score -201994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -201994.062500 Penalty: 2516.844482
	Iteration 50F: 3 clusters Score -201994.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (210205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210205 members 
Entering Unmasked Estep 
Score: -19233026.000000 Penalty: 1991.573730
	Iteration 0F: 2 clusters Score -1.923303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105386 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -19093804.000000 Penalty: 3983.147461
	Iteration 0F: 3 clusters Score -1.90938e+07 nChanged 102124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113122 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
Score: -19155932.000000 Penalty: 3983.147461
	Iteration 1F: 3 clusters Score -1.915593e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118386 members 
Mstep: Class 2 contains 91819 members 
Entering Unmasked Estep 
Score: -19159314.000000 Penalty: 3983.147461
	Iteration 2Q: 3 clusters Score -1.915931e+07 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126541 members 
Mstep: Class 2 contains 83664 members 
Entering Unmasked Estep 
Score: -19164844.000000 Penalty: 3983.147461
	Iteration 3F: 3 clusters Score -1.916484e+07 nChanged 14605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138226 members 
Mstep: Class 2 contains 71979 members 
Entering Unmasked Estep 
Score: -19173794.000000 Penalty: 3983.147461
	Iteration 4F: 3 clusters Score -1.917379e+07 nChanged 16893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153141 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -19186124.000000 Penalty: 3983.147461
	Iteration 5F: 3 clusters Score -1.918612e+07 nChanged 16942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169299 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -19199508.000000 Penalty: 3983.147461
	Iteration 6F: 3 clusters Score -1.919951e+07 nChanged 15068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184147 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -19212238.000000 Penalty: 3983.147461
	Iteration 7F: 3 clusters Score -1.921224e+07 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195031 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -19221926.000000 Penalty: 3983.147461
	Iteration 8F: 3 clusters Score -1.922193e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201410 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -19227464.000000 Penalty: 3983.147461
	Iteration 9Q: 3 clusters Score -1.922746e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204436 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -19230318.000000 Penalty: 3983.147461
	Iteration 10Q: 3 clusters Score -1.923032e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205625 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -19231660.000000 Penalty: 3983.147461
	Iteration 11Q: 3 clusters Score -1.923166e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206156 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -19232054.000000 Penalty: 3983.147461
	Iteration 12Q: 3 clusters Score -1.923205e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206495 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -19232290.000000 Penalty: 3983.147461
	Iteration 13Q: 3 clusters Score -1.923229e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206765 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -19232352.000000 Penalty: 3983.147461
	Iteration 14Q: 3 clusters Score -1.923235e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206956 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -19232384.000000 Penalty: 3983.147461
	Iteration 15Q: 3 clusters Score -1.923238e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207131 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -19232424.000000 Penalty: 3983.147461
	Iteration 16Q: 3 clusters Score -1.923242e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207283 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -19232458.000000 Penalty: 3983.147461
	Iteration 17Q: 3 clusters Score -1.923246e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207409 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -19232480.000000 Penalty: 3983.147461
	Iteration 18Q: 3 clusters Score -1.923248e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207499 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -19232482.000000 Penalty: 3983.147461
	Iteration 19Q: 3 clusters Score -1.923248e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207594 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -19232510.000000 Penalty: 3983.147461
	Iteration 20F: 3 clusters Score -1.923251e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207673 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -19232514.000000 Penalty: 3983.147461
	Iteration 21Q: 3 clusters Score -1.923251e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207725 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -19232508.000000 Penalty: 3983.147461
	Iteration 22Q: 3 clusters Score -1.923251e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207766 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -19232518.000000 Penalty: 3983.147461
	Iteration 23Q: 3 clusters Score -1.923252e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207801 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -19232508.000000 Penalty: 3983.147461
	Iteration 24Q: 3 clusters Score -1.923251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207829 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -19232504.000000 Penalty: 3983.147461
	Iteration 25Q: 3 clusters Score -1.92325e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207851 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -19232516.000000 Penalty: 3983.147461
	Iteration 26Q: 3 clusters Score -1.923252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207872 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -19232534.000000 Penalty: 3983.147461
	Iteration 27Q: 3 clusters Score -1.923253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207893 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -19232522.000000 Penalty: 3983.147461
	Iteration 28Q: 3 clusters Score -1.923252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207910 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -19232520.000000 Penalty: 3983.147461
	Iteration 29Q: 3 clusters Score -1.923252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207921 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -19232512.000000 Penalty: 3983.147461
	Iteration 30Q: 3 clusters Score -1.923251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207936 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -19232518.000000 Penalty: 3983.147461
	Iteration 31Q: 3 clusters Score -1.923252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207956 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -19232500.000000 Penalty: 3983.147461
	Iteration 32Q: 3 clusters Score -1.92325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207974 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -19232484.000000 Penalty: 3983.147461
	Iteration 33Q: 3 clusters Score -1.923248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207995 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -19232478.000000 Penalty: 3983.147461
	Iteration 34Q: 3 clusters Score -1.923248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208021 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -19232458.000000 Penalty: 3983.147461
	Iteration 35Q: 3 clusters Score -1.923246e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208041 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -19232484.000000 Penalty: 3983.147461
	Iteration 36Q: 3 clusters Score -1.923248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208066 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -19232498.000000 Penalty: 3983.147461
	Iteration 37Q: 3 clusters Score -1.92325e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208088 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -19232488.000000 Penalty: 3983.147461
	Iteration 38Q: 3 clusters Score -1.923249e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208111 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -19232486.000000 Penalty: 3983.147461
	Iteration 39Q: 3 clusters Score -1.923249e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208129 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -19232500.000000 Penalty: 3983.147461
	Iteration 40F: 3 clusters Score -1.92325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208145 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -19232500.000000 Penalty: 3983.147461
	Iteration 41Q: 3 clusters Score -1.92325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208152 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -19232502.000000 Penalty: 3983.147461
	Iteration 42Q: 3 clusters Score -1.92325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208157 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -19232502.000000 Penalty: 3983.147461
	Iteration 43Q: 3 clusters Score -1.92325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208160 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -19232512.000000 Penalty: 3983.147461
	Iteration 44Q: 3 clusters Score -1.923251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208164 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -19232522.000000 Penalty: 3983.147461
	Iteration 45Q: 3 clusters Score -1.923252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208163 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -19232508.000000 Penalty: 3983.147461
	Iteration 46Q: 3 clusters Score -1.923251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208162 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -19232516.000000 Penalty: 3983.147461
	Iteration 47Q: 3 clusters Score -1.923252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208163 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -19232514.000000 Penalty: 3983.147461
	Iteration 48Q: 3 clusters Score -1.923251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208161 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -19232512.000000 Penalty: 3983.147461
	Iteration 49Q: 3 clusters Score -1.923251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208159 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -19232518.000000 Penalty: 3983.147461
	Iteration 50Q: 3 clusters Score -1.923252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208160 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -19232524.000000 Penalty: 3983.147461
	Iteration 51Q: 3 clusters Score -1.923252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208161 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -19232522.000000 Penalty: 3983.147461
	Iteration 52Q: 3 clusters Score -1.923252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208161 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -19232518.000000 Penalty: 3983.147461
	Iteration 53Q: 3 clusters Score -1.923252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208162 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -19232516.000000 Penalty: 3983.147461
	Iteration 54Q: 3 clusters Score -1.923252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208163 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -19232512.000000 Penalty: 3983.147461
	Iteration 55Q: 3 clusters Score -1.923251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208165 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -19232520.000000 Penalty: 3983.147461
	Iteration 56Q: 3 clusters Score -1.923252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208167 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19232528.000000 Penalty: 3983.147461
	Iteration 57Q: 3 clusters Score -1.923253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208168 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -19232526.000000 Penalty: 3983.147461
	Iteration 58Q: 3 clusters Score -1.923253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208168 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -19232526.000000 Penalty: 3983.147461
	Iteration 59F: 3 clusters Score -1.923253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (114213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114213 members 
Entering Unmasked Estep 
Score: -11202795.000000 Penalty: 1892.445801
	Iteration 0F: 2 clusters Score -1.12028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -11134601.000000 Penalty: 3784.891602
	Iteration 0F: 3 clusters Score -1.11346e+07 nChanged 55061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -11167149.000000 Penalty: 3784.891602
	Iteration 1F: 3 clusters Score -1.116715e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -11168519.000000 Penalty: 3784.891602
	Iteration 2Q: 3 clusters Score -1.116852e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -11170710.000000 Penalty: 3784.891602
	Iteration 3Q: 3 clusters Score -1.117071e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -11173766.000000 Penalty: 3784.891602
	Iteration 4F: 3 clusters Score -1.117377e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -11177583.000000 Penalty: 3784.891602
	Iteration 5F: 3 clusters Score -1.117758e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -11182069.000000 Penalty: 3784.891602
	Iteration 6F: 3 clusters Score -1.118207e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -11186543.000000 Penalty: 3784.891602
	Iteration 7F: 3 clusters Score -1.118654e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70738 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -11190108.000000 Penalty: 3784.891602
	Iteration 8F: 3 clusters Score -1.119011e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -11192507.000000 Penalty: 3784.891602
	Iteration 9Q: 3 clusters Score -1.119251e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -11193836.000000 Penalty: 3784.891602
	Iteration 10Q: 3 clusters Score -1.119384e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -11194695.000000 Penalty: 3784.891602
	Iteration 11Q: 3 clusters Score -1.11947e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -11195108.000000 Penalty: 3784.891602
	Iteration 12Q: 3 clusters Score -1.119511e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -11195502.000000 Penalty: 3784.891602
	Iteration 13Q: 3 clusters Score -1.11955e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -11195840.000000 Penalty: 3784.891602
	Iteration 14Q: 3 clusters Score -1.119584e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -11196119.000000 Penalty: 3784.891602
	Iteration 15Q: 3 clusters Score -1.119612e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -11196547.000000 Penalty: 3784.891602
	Iteration 16Q: 3 clusters Score -1.119655e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -11197045.000000 Penalty: 3784.891602
	Iteration 17Q: 3 clusters Score -1.119704e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -11197716.000000 Penalty: 3784.891602
	Iteration 18Q: 3 clusters Score -1.119772e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -11198318.000000 Penalty: 3784.891602
	Iteration 19Q: 3 clusters Score -1.119832e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -11199186.000000 Penalty: 3784.891602
	Iteration 20F: 3 clusters Score -1.119919e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -11200259.000000 Penalty: 3784.891602
	Iteration 21Q: 3 clusters Score -1.120026e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -11201554.000000 Penalty: 3784.891602
	Iteration 22Q: 3 clusters Score -1.120155e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -11202980.000000 Penalty: 3784.891602
	Iteration 23Q: 3 clusters Score -1.120298e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -11204276.000000 Penalty: 3784.891602
	Iteration 24Q: 3 clusters Score -1.120428e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -11205419.000000 Penalty: 3784.891602
	Iteration 25Q: 3 clusters Score -1.120542e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -11206381.000000 Penalty: 3784.891602
	Iteration 26Q: 3 clusters Score -1.120638e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -11207106.000000 Penalty: 3784.891602
	Iteration 27Q: 3 clusters Score -1.120711e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -11207625.000000 Penalty: 3784.891602
	Iteration 28Q: 3 clusters Score -1.120762e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -11208093.000000 Penalty: 3784.891602
	Iteration 29Q: 3 clusters Score -1.120809e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -11208507.000000 Penalty: 3784.891602
	Iteration 30Q: 3 clusters Score -1.120851e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
Score: -11208787.000000 Penalty: 3784.891602
	Iteration 31Q: 3 clusters Score -1.120879e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -11209082.000000 Penalty: 3784.891602
	Iteration 32Q: 3 clusters Score -1.120908e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -11209321.000000 Penalty: 3784.891602
	Iteration 33Q: 3 clusters Score -1.120932e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -11209446.000000 Penalty: 3784.891602
	Iteration 34Q: 3 clusters Score -1.120945e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -11209580.000000 Penalty: 3784.891602
	Iteration 35Q: 3 clusters Score -1.120958e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -11209714.000000 Penalty: 3784.891602
	Iteration 36Q: 3 clusters Score -1.120971e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 73818 members 
Entering Unmasked Estep 
Score: -11209769.000000 Penalty: 3784.891602
	Iteration 37Q: 3 clusters Score -1.120977e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -11209878.000000 Penalty: 3784.891602
	Iteration 38Q: 3 clusters Score -1.120988e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 74582 members 
Entering Unmasked Estep 
Score: -11209938.000000 Penalty: 3784.891602
	Iteration 39Q: 3 clusters Score -1.120994e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -11210123.000000 Penalty: 3784.891602
	Iteration 40F: 3 clusters Score -1.121012e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -11210192.000000 Penalty: 3784.891602
	Iteration 41Q: 3 clusters Score -1.121019e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -11210223.000000 Penalty: 3784.891602
	Iteration 42Q: 3 clusters Score -1.121022e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 75975 members 
Entering Unmasked Estep 
Score: -11210281.000000 Penalty: 3784.891602
	Iteration 43Q: 3 clusters Score -1.121028e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 76235 members 
Entering Unmasked Estep 
Score: -11210314.000000 Penalty: 3784.891602
	Iteration 44Q: 3 clusters Score -1.121031e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -11210302.000000 Penalty: 3784.891602
	Iteration 45Q: 3 clusters Score -1.12103e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 76577 members 
Entering Unmasked Estep 
Score: -11210327.000000 Penalty: 3784.891602
	Iteration 46Q: 3 clusters Score -1.121033e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -11210316.000000 Penalty: 3784.891602
	Iteration 47Q: 3 clusters Score -1.121032e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -11210324.000000 Penalty: 3784.891602
	Iteration 48Q: 3 clusters Score -1.121032e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -11210335.000000 Penalty: 3784.891602
	Iteration 49Q: 3 clusters Score -1.121034e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -11210316.000000 Penalty: 3784.891602
	Iteration 50Q: 3 clusters Score -1.121032e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -11210294.000000 Penalty: 3784.891602
	Iteration 51Q: 3 clusters Score -1.121029e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -11210315.000000 Penalty: 3784.891602
	Iteration 52Q: 3 clusters Score -1.121032e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -11210314.000000 Penalty: 3784.891602
	Iteration 53Q: 3 clusters Score -1.121031e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -11210302.000000 Penalty: 3784.891602
	Iteration 54Q: 3 clusters Score -1.12103e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -11210295.000000 Penalty: 3784.891602
	Iteration 55Q: 3 clusters Score -1.12103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -11210306.000000 Penalty: 3784.891602
	Iteration 56Q: 3 clusters Score -1.121031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -11210303.000000 Penalty: 3784.891602
	Iteration 57Q: 3 clusters Score -1.12103e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 77270 members 
Entering Unmasked Estep 
Score: -11210306.000000 Penalty: 3784.891602
	Iteration 58Q: 3 clusters Score -1.121031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -11210293.000000 Penalty: 3784.891602
	Iteration 59Q: 3 clusters Score -1.121029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -11210292.000000 Penalty: 3784.891602
	Iteration 60F: 3 clusters Score -1.121029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -11210286.000000 Penalty: 3784.891602
	Iteration 61Q: 3 clusters Score -1.121029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -11210284.000000 Penalty: 3784.891602
	Iteration 62Q: 3 clusters Score -1.121028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -11210284.000000 Penalty: 3784.891602
	Iteration 63Q: 3 clusters Score -1.121028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -11210291.000000 Penalty: 3784.891602
	Iteration 64Q: 3 clusters Score -1.121029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -11210284.000000 Penalty: 3784.891602
	Iteration 65Q: 3 clusters Score -1.121028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -11210270.000000 Penalty: 3784.891602
	Iteration 66Q: 3 clusters Score -1.121027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -11210282.000000 Penalty: 3784.891602
	Iteration 67Q: 3 clusters Score -1.121028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -11210278.000000 Penalty: 3784.891602
	Iteration 68Q: 3 clusters Score -1.121028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -11210279.000000 Penalty: 3784.891602
	Iteration 69Q: 3 clusters Score -1.121028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -11210274.000000 Penalty: 3784.891602
	Iteration 70Q: 3 clusters Score -1.121027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -11210276.000000 Penalty: 3784.891602
	Iteration 71Q: 3 clusters Score -1.121028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 77381 members 
Entering Unmasked Estep 
Score: -11210272.000000 Penalty: 3784.891602
	Iteration 72Q: 3 clusters Score -1.121027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 77381 members 
Entering Unmasked Estep 
Score: -11210272.000000 Penalty: 3784.891602
	Iteration 73F: 3 clusters Score -1.121027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 3 contains 77381 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 210205 members 
Mstep: Class 7 contains 36832 members 
Mstep: Class 8 contains 9536 members 
Mstep: Class 9 contains 66847 members 
Mstep: Class 10 contains 7959 members 
Mstep: Class 11 contains 1972 members 
Mstep: Class 12 contains 12322 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1576 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 20324 members 
Mstep: Class 17 contains 86990 members 
Mstep: Class 18 contains 6947 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 10566 members 
Entering Unmasked Estep 
Score: -53851124.000000 Penalty: 43208.519531
Splitting cluster 7 changes total score from -53843940.000000 to -53851124.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (9536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Entering Unmasked Estep 
Score: -889079.375000 Penalty: 1488.959717
	Iteration 0F: 2 clusters Score -889079.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -882149.312500 Penalty: 2977.919434
	Iteration 0F: 3 clusters Score -882149.3 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -884351.187500 Penalty: 2977.919434
	Iteration 1F: 3 clusters Score -884351.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -884551.187500 Penalty: 2977.919434
	Iteration 2F: 3 clusters Score -884551.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -884696.375000 Penalty: 2977.919434
	Iteration 3Q: 3 clusters Score -884696.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -884811.187500 Penalty: 2977.919434
	Iteration 4Q: 3 clusters Score -884811.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -884907.187500 Penalty: 2977.919434
	Iteration 5Q: 3 clusters Score -884907.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -884991.125000 Penalty: 2977.919434
	Iteration 6Q: 3 clusters Score -884991.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -885075.625000 Penalty: 2977.919434
	Iteration 7Q: 3 clusters Score -885075.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -885143.000000 Penalty: 2977.919434
	Iteration 8Q: 3 clusters Score -885143 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -885206.750000 Penalty: 2977.919434
	Iteration 9Q: 3 clusters Score -885206.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -885266.875000 Penalty: 2977.919434
	Iteration 10Q: 3 clusters Score -885266.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -885344.750000 Penalty: 2977.919434
	Iteration 11Q: 3 clusters Score -885344.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -885445.875000 Penalty: 2977.919434
	Iteration 12Q: 3 clusters Score -885445.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -885583.062500 Penalty: 2977.919434
	Iteration 13Q: 3 clusters Score -885583.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -885732.437500 Penalty: 2977.919434
	Iteration 14Q: 3 clusters Score -885732.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -885903.500000 Penalty: 2977.919434
	Iteration 15Q: 3 clusters Score -885903.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -886089.437500 Penalty: 2977.919434
	Iteration 16Q: 3 clusters Score -886089.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -886295.250000 Penalty: 2977.919434
	Iteration 17Q: 3 clusters Score -886295.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -886507.437500 Penalty: 2977.919434
	Iteration 18Q: 3 clusters Score -886507.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -886689.187500 Penalty: 2977.919434
	Iteration 19Q: 3 clusters Score -886689.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -886862.562500 Penalty: 2977.919434
	Iteration 20F: 3 clusters Score -886862.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -887050.000000 Penalty: 2977.919434
	Iteration 21Q: 3 clusters Score -887050 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -887228.375000 Penalty: 2977.919434
	Iteration 22Q: 3 clusters Score -887228.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -887386.750000 Penalty: 2977.919434
	Iteration 23Q: 3 clusters Score -887386.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -887480.625000 Penalty: 2977.919434
	Iteration 24Q: 3 clusters Score -887480.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -887561.625000 Penalty: 2977.919434
	Iteration 25Q: 3 clusters Score -887561.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -887615.000000 Penalty: 2977.919434
	Iteration 26Q: 3 clusters Score -887615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -887668.937500 Penalty: 2977.919434
	Iteration 27Q: 3 clusters Score -887668.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -887703.625000 Penalty: 2977.919434
	Iteration 28Q: 3 clusters Score -887703.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -887715.625000 Penalty: 2977.919434
	Iteration 29Q: 3 clusters Score -887715.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -887726.812500 Penalty: 2977.919434
	Iteration 30Q: 3 clusters Score -887726.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -887737.187500 Penalty: 2977.919434
	Iteration 31Q: 3 clusters Score -887737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -887744.562500 Penalty: 2977.919434
	Iteration 32Q: 3 clusters Score -887744.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -887750.937500 Penalty: 2977.919434
	Iteration 33Q: 3 clusters Score -887750.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -887757.812500 Penalty: 2977.919434
	Iteration 34Q: 3 clusters Score -887757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -887761.312500 Penalty: 2977.919434
	Iteration 35Q: 3 clusters Score -887761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -887763.562500 Penalty: 2977.919434
	Iteration 36Q: 3 clusters Score -887763.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -887766.375000 Penalty: 2977.919434
	Iteration 37Q: 3 clusters Score -887766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -887772.875000 Penalty: 2977.919434
	Iteration 38Q: 3 clusters Score -887772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -887776.937500 Penalty: 2977.919434
	Iteration 39Q: 3 clusters Score -887776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -887782.562500 Penalty: 2977.919434
	Iteration 40F: 3 clusters Score -887782.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -887784.125000 Penalty: 2977.919434
	Iteration 41Q: 3 clusters Score -887784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -887786.375000 Penalty: 2977.919434
	Iteration 42Q: 3 clusters Score -887786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -887788.687500 Penalty: 2977.919434
	Iteration 43Q: 3 clusters Score -887788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -887791.375000 Penalty: 2977.919434
	Iteration 44Q: 3 clusters Score -887791.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -887796.187500 Penalty: 2977.919434
	Iteration 45Q: 3 clusters Score -887796.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -887797.000000 Penalty: 2977.919434
	Iteration 46Q: 3 clusters Score -887797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -887799.812500 Penalty: 2977.919434
	Iteration 47Q: 3 clusters Score -887799.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -887802.937500 Penalty: 2977.919434
	Iteration 48Q: 3 clusters Score -887802.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -887802.937500 Penalty: 2977.919434
	Iteration 49F: 3 clusters Score -887802.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Entering Unmasked Estep 
Score: -6079865.000000 Penalty: 1805.401245
	Iteration 0F: 2 clusters Score -6079865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -6034979.000000 Penalty: 3610.802490
	Iteration 0F: 3 clusters Score -6034979 nChanged 31633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -6053994.500000 Penalty: 3610.802490
	Iteration 1F: 3 clusters Score -6053994 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -6055696.000000 Penalty: 3610.802490
	Iteration 2Q: 3 clusters Score -6055696 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -6057968.000000 Penalty: 3610.802490
	Iteration 3F: 3 clusters Score -6057968 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -6060400.000000 Penalty: 3610.802490
	Iteration 4F: 3 clusters Score -6060400 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -6062553.500000 Penalty: 3610.802490
	Iteration 5F: 3 clusters Score -6062554 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -6064396.000000 Penalty: 3610.802490
	Iteration 6F: 3 clusters Score -6064396 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -6065925.500000 Penalty: 3610.802490
	Iteration 7Q: 3 clusters Score -6065926 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -6067266.000000 Penalty: 3610.802490
	Iteration 8Q: 3 clusters Score -6067266 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -6068475.000000 Penalty: 3610.802490
	Iteration 9Q: 3 clusters Score -6068475 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -6069390.000000 Penalty: 3610.802490
	Iteration 10Q: 3 clusters Score -6069390 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -6070190.000000 Penalty: 3610.802490
	Iteration 11Q: 3 clusters Score -6070190 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -6070828.500000 Penalty: 3610.802490
	Iteration 12Q: 3 clusters Score -6070828 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -6071391.500000 Penalty: 3610.802490
	Iteration 13Q: 3 clusters Score -6071392 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -6071886.500000 Penalty: 3610.802490
	Iteration 14Q: 3 clusters Score -6071886 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -6072352.000000 Penalty: 3610.802490
	Iteration 15Q: 3 clusters Score -6072352 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -6072835.000000 Penalty: 3610.802490
	Iteration 16Q: 3 clusters Score -6072835 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -6073397.500000 Penalty: 3610.802490
	Iteration 17Q: 3 clusters Score -6073398 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -6073972.500000 Penalty: 3610.802490
	Iteration 18Q: 3 clusters Score -6073972 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -6074581.000000 Penalty: 3610.802490
	Iteration 19Q: 3 clusters Score -6074581 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -6075105.000000 Penalty: 3610.802490
	Iteration 20F: 3 clusters Score -6075105 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -6075630.000000 Penalty: 3610.802490
	Iteration 21Q: 3 clusters Score -6075630 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -6076092.500000 Penalty: 3610.802490
	Iteration 22Q: 3 clusters Score -6076092 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -6076480.000000 Penalty: 3610.802490
	Iteration 23Q: 3 clusters Score -6076480 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -6076837.500000 Penalty: 3610.802490
	Iteration 24Q: 3 clusters Score -6076838 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -6077142.500000 Penalty: 3610.802490
	Iteration 25Q: 3 clusters Score -6077142 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -6077424.500000 Penalty: 3610.802490
	Iteration 26Q: 3 clusters Score -6077424 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -6077705.500000 Penalty: 3610.802490
	Iteration 27Q: 3 clusters Score -6077706 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -6077906.500000 Penalty: 3610.802490
	Iteration 28Q: 3 clusters Score -6077906 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -6078095.500000 Penalty: 3610.802490
	Iteration 29Q: 3 clusters Score -6078096 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -6078288.500000 Penalty: 3610.802490
	Iteration 30Q: 3 clusters Score -6078288 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -6078450.500000 Penalty: 3610.802490
	Iteration 31Q: 3 clusters Score -6078450 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -6078537.500000 Penalty: 3610.802490
	Iteration 32Q: 3 clusters Score -6078538 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 61368 members 
Entering Unmasked Estep 
Score: -6078630.000000 Penalty: 3610.802490
	Iteration 33Q: 3 clusters Score -6078630 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -6078686.000000 Penalty: 3610.802490
	Iteration 34Q: 3 clusters Score -6078686 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -6078715.500000 Penalty: 3610.802490
	Iteration 35Q: 3 clusters Score -6078716 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -6078763.500000 Penalty: 3610.802490
	Iteration 36Q: 3 clusters Score -6078764 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -6078812.500000 Penalty: 3610.802490
	Iteration 37Q: 3 clusters Score -6078812 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -6078852.500000 Penalty: 3610.802490
	Iteration 38Q: 3 clusters Score -6078852 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -6078875.500000 Penalty: 3610.802490
	Iteration 39Q: 3 clusters Score -6078876 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -6078889.000000 Penalty: 3610.802490
	Iteration 40F: 3 clusters Score -6078889 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -6078922.000000 Penalty: 3610.802490
	Iteration 41Q: 3 clusters Score -6078922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -6078933.500000 Penalty: 3610.802490
	Iteration 42Q: 3 clusters Score -6078934 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -6078960.000000 Penalty: 3610.802490
	Iteration 43Q: 3 clusters Score -6078960 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -6078982.000000 Penalty: 3610.802490
	Iteration 44Q: 3 clusters Score -6078982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -6078999.000000 Penalty: 3610.802490
	Iteration 45Q: 3 clusters Score -6078999 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -6079001.500000 Penalty: 3610.802490
	Iteration 46Q: 3 clusters Score -6079002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -6078992.500000 Penalty: 3610.802490
	Iteration 47Q: 3 clusters Score -6078992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -6078996.000000 Penalty: 3610.802490
	Iteration 48Q: 3 clusters Score -6078996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -6078999.000000 Penalty: 3610.802490
	Iteration 49Q: 3 clusters Score -6078999 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -6078996.000000 Penalty: 3610.802490
	Iteration 50Q: 3 clusters Score -6078996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -6079007.500000 Penalty: 3610.802490
	Iteration 51Q: 3 clusters Score -6079008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -6079021.000000 Penalty: 3610.802490
	Iteration 52Q: 3 clusters Score -6079021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 63770 members 
Entering Unmasked Estep 
Score: -6079035.500000 Penalty: 3610.802490
	Iteration 53Q: 3 clusters Score -6079036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -6079061.500000 Penalty: 3610.802490
	Iteration 54Q: 3 clusters Score -6079062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -6079082.500000 Penalty: 3610.802490
	Iteration 55Q: 3 clusters Score -6079082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -6079080.500000 Penalty: 3610.802490
	Iteration 56Q: 3 clusters Score -6079080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -6079090.000000 Penalty: 3610.802490
	Iteration 57Q: 3 clusters Score -6079090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -6079083.500000 Penalty: 3610.802490
	Iteration 58Q: 3 clusters Score -6079084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -6079085.000000 Penalty: 3610.802490
	Iteration 59Q: 3 clusters Score -6079085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -6079094.000000 Penalty: 3610.802490
	Iteration 60F: 3 clusters Score -6079094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -6079102.500000 Penalty: 3610.802490
	Iteration 61Q: 3 clusters Score -6079102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
Score: -6079115.000000 Penalty: 3610.802490
	Iteration 62Q: 3 clusters Score -6079115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -6079122.500000 Penalty: 3610.802490
	Iteration 63Q: 3 clusters Score -6079122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -6079126.000000 Penalty: 3610.802490
	Iteration 64Q: 3 clusters Score -6079126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -6079123.000000 Penalty: 3610.802490
	Iteration 65Q: 3 clusters Score -6079123 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -6079130.000000 Penalty: 3610.802490
	Iteration 66Q: 3 clusters Score -6079130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -6079130.000000 Penalty: 3610.802490
	Iteration 67Q: 3 clusters Score -6079130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -6079136.000000 Penalty: 3610.802490
	Iteration 68Q: 3 clusters Score -6079136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -6079155.000000 Penalty: 3610.802490
	Iteration 69Q: 3 clusters Score -6079155 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -6079162.500000 Penalty: 3610.802490
	Iteration 70Q: 3 clusters Score -6079162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -6079178.500000 Penalty: 3610.802490
	Iteration 71Q: 3 clusters Score -6079178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -6079192.500000 Penalty: 3610.802490
	Iteration 72Q: 3 clusters Score -6079192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -6079193.000000 Penalty: 3610.802490
	Iteration 73Q: 3 clusters Score -6079193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -6079205.500000 Penalty: 3610.802490
	Iteration 74Q: 3 clusters Score -6079206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -6079225.000000 Penalty: 3610.802490
	Iteration 75Q: 3 clusters Score -6079225 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -6079253.000000 Penalty: 3610.802490
	Iteration 76Q: 3 clusters Score -6079253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -6079302.000000 Penalty: 3610.802490
	Iteration 77Q: 3 clusters Score -6079302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -6079365.000000 Penalty: 3610.802490
	Iteration 78Q: 3 clusters Score -6079365 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -6079421.500000 Penalty: 3610.802490
	Iteration 79Q: 3 clusters Score -6079422 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -6079490.500000 Penalty: 3610.802490
	Iteration 80F: 3 clusters Score -6079490 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -6079536.500000 Penalty: 3610.802490
	Iteration 81Q: 3 clusters Score -6079536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -6079561.000000 Penalty: 3610.802490
	Iteration 82Q: 3 clusters Score -6079561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -6079575.500000 Penalty: 3610.802490
	Iteration 83Q: 3 clusters Score -6079576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -6079575.500000 Penalty: 3610.802490
	Iteration 84Q: 3 clusters Score -6079576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -6079584.500000 Penalty: 3610.802490
	Iteration 85Q: 3 clusters Score -6079584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -6079591.500000 Penalty: 3610.802490
	Iteration 86Q: 3 clusters Score -6079592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -6079591.500000 Penalty: 3610.802490
	Iteration 87Q: 3 clusters Score -6079592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -6079599.000000 Penalty: 3610.802490
	Iteration 88Q: 3 clusters Score -6079599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -6079610.500000 Penalty: 3610.802490
	Iteration 89Q: 3 clusters Score -6079610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -6079621.000000 Penalty: 3610.802490
	Iteration 90Q: 3 clusters Score -6079621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -6079618.500000 Penalty: 3610.802490
	Iteration 91Q: 3 clusters Score -6079618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -6079612.500000 Penalty: 3610.802490
	Iteration 92Q: 3 clusters Score -6079612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -6079610.500000 Penalty: 3610.802490
	Iteration 93Q: 3 clusters Score -6079610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -6079616.000000 Penalty: 3610.802490
	Iteration 94Q: 3 clusters Score -6079616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -6079624.000000 Penalty: 3610.802490
	Iteration 95Q: 3 clusters Score -6079624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -6079622.500000 Penalty: 3610.802490
	Iteration 96Q: 3 clusters Score -6079622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -6079625.500000 Penalty: 3610.802490
	Iteration 97Q: 3 clusters Score -6079626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -6079618.500000 Penalty: 3610.802490
	Iteration 98Q: 3 clusters Score -6079618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -6079621.000000 Penalty: 3610.802490
	Iteration 99Q: 3 clusters Score -6079621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -6079621.500000 Penalty: 3610.802490
	Iteration 100F: 3 clusters Score -6079622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -6079627.000000 Penalty: 3610.802490
	Iteration 101Q: 3 clusters Score -6079627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -6079621.500000 Penalty: 3610.802490
	Iteration 102Q: 3 clusters Score -6079622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -6079621.500000 Penalty: 3610.802490
	Iteration 103Q: 3 clusters Score -6079622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -6079624.500000 Penalty: 3610.802490
	Iteration 104Q: 3 clusters Score -6079624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -6079620.000000 Penalty: 3610.802490
	Iteration 105Q: 3 clusters Score -6079620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -6079619.500000 Penalty: 3610.802490
	Iteration 106Q: 3 clusters Score -6079620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -6079619.500000 Penalty: 3610.802490
	Iteration 107F: 3 clusters Score -6079620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Entering Unmasked Estep 
Score: -710111.250000 Penalty: 1459.584473
	Iteration 0F: 2 clusters Score -710111.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -704203.312500 Penalty: 2919.168945
	Iteration 0F: 3 clusters Score -704203.3 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -706070.687500 Penalty: 2919.168945
	Iteration 1F: 3 clusters Score -706070.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -706336.750000 Penalty: 2919.168945
	Iteration 2F: 3 clusters Score -706336.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -706603.187500 Penalty: 2919.168945
	Iteration 3F: 3 clusters Score -706603.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -706943.562500 Penalty: 2919.168945
	Iteration 4F: 3 clusters Score -706943.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -707370.875000 Penalty: 2919.168945
	Iteration 5F: 3 clusters Score -707370.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -707831.687500 Penalty: 2919.168945
	Iteration 6F: 3 clusters Score -707831.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -708275.187500 Penalty: 2919.168945
	Iteration 7F: 3 clusters Score -708275.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -708597.500000 Penalty: 2919.168945
	Iteration 8F: 3 clusters Score -708597.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -708792.750000 Penalty: 2919.168945
	Iteration 9Q: 3 clusters Score -708792.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -708916.562500 Penalty: 2919.168945
	Iteration 10Q: 3 clusters Score -708916.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -708991.750000 Penalty: 2919.168945
	Iteration 11Q: 3 clusters Score -708991.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -709035.250000 Penalty: 2919.168945
	Iteration 12Q: 3 clusters Score -709035.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -709059.000000 Penalty: 2919.168945
	Iteration 13Q: 3 clusters Score -709059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -709073.125000 Penalty: 2919.168945
	Iteration 14Q: 3 clusters Score -709073.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -709091.562500 Penalty: 2919.168945
	Iteration 15Q: 3 clusters Score -709091.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -709103.062500 Penalty: 2919.168945
	Iteration 16Q: 3 clusters Score -709103.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -709113.187500 Penalty: 2919.168945
	Iteration 17Q: 3 clusters Score -709113.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -709121.125000 Penalty: 2919.168945
	Iteration 18Q: 3 clusters Score -709121.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -709129.500000 Penalty: 2919.168945
	Iteration 19Q: 3 clusters Score -709129.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -709141.062500 Penalty: 2919.168945
	Iteration 20F: 3 clusters Score -709141.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -709157.437500 Penalty: 2919.168945
	Iteration 21Q: 3 clusters Score -709157.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -709170.125000 Penalty: 2919.168945
	Iteration 22Q: 3 clusters Score -709170.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -709181.437500 Penalty: 2919.168945
	Iteration 23Q: 3 clusters Score -709181.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -709195.937500 Penalty: 2919.168945
	Iteration 24Q: 3 clusters Score -709195.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -709218.312500 Penalty: 2919.168945
	Iteration 25Q: 3 clusters Score -709218.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -709252.125000 Penalty: 2919.168945
	Iteration 26Q: 3 clusters Score -709252.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -709300.000000 Penalty: 2919.168945
	Iteration 27Q: 3 clusters Score -709300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -709352.187500 Penalty: 2919.168945
	Iteration 28Q: 3 clusters Score -709352.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -709417.125000 Penalty: 2919.168945
	Iteration 29Q: 3 clusters Score -709417.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -709503.625000 Penalty: 2919.168945
	Iteration 30Q: 3 clusters Score -709503.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -709584.750000 Penalty: 2919.168945
	Iteration 31Q: 3 clusters Score -709584.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -709642.750000 Penalty: 2919.168945
	Iteration 32Q: 3 clusters Score -709642.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -709698.437500 Penalty: 2919.168945
	Iteration 33Q: 3 clusters Score -709698.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -709721.375000 Penalty: 2919.168945
	Iteration 34Q: 3 clusters Score -709721.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -709737.187500 Penalty: 2919.168945
	Iteration 35Q: 3 clusters Score -709737.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -709745.625000 Penalty: 2919.168945
	Iteration 36Q: 3 clusters Score -709745.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -709749.437500 Penalty: 2919.168945
	Iteration 37Q: 3 clusters Score -709749.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -709749.937500 Penalty: 2919.168945
	Iteration 38Q: 3 clusters Score -709749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -709752.187500 Penalty: 2919.168945
	Iteration 39Q: 3 clusters Score -709752.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -709754.000000 Penalty: 2919.168945
	Iteration 40F: 3 clusters Score -709754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -709754.937500 Penalty: 2919.168945
	Iteration 41Q: 3 clusters Score -709754.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -709756.312500 Penalty: 2919.168945
	Iteration 42Q: 3 clusters Score -709756.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -709756.812500 Penalty: 2919.168945
	Iteration 43Q: 3 clusters Score -709756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -709757.250000 Penalty: 2919.168945
	Iteration 44Q: 3 clusters Score -709757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -709757.250000 Penalty: 2919.168945
	Iteration 45F: 3 clusters Score -709757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -177655.031250 Penalty: 1232.855591
	Iteration 0F: 2 clusters Score -177655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -175586.234375 Penalty: 2465.711182
	Iteration 0F: 3 clusters Score -175586.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -176027.671875 Penalty: 2465.711182
	Iteration 1F: 3 clusters Score -176027.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -176150.703125 Penalty: 2465.711182
	Iteration 2F: 3 clusters Score -176150.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -176227.500000 Penalty: 2465.711182
	Iteration 3Q: 3 clusters Score -176227.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -176290.390625 Penalty: 2465.711182
	Iteration 4Q: 3 clusters Score -176290.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -176362.390625 Penalty: 2465.711182
	Iteration 5Q: 3 clusters Score -176362.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176436.046875 Penalty: 2465.711182
	Iteration 6Q: 3 clusters Score -176436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -176503.718750 Penalty: 2465.711182
	Iteration 7Q: 3 clusters Score -176503.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -176616.546875 Penalty: 2465.711182
	Iteration 8Q: 3 clusters Score -176616.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -176775.968750 Penalty: 2465.711182
	Iteration 9Q: 3 clusters Score -176776 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -176919.250000 Penalty: 2465.711182
	Iteration 10F: 3 clusters Score -176919.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -177054.843750 Penalty: 2465.711182
	Iteration 11F: 3 clusters Score -177054.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -177170.281250 Penalty: 2465.711182
	Iteration 12Q: 3 clusters Score -177170.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -177240.062500 Penalty: 2465.711182
	Iteration 13Q: 3 clusters Score -177240.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -177289.671875 Penalty: 2465.711182
	Iteration 14Q: 3 clusters Score -177289.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -177335.703125 Penalty: 2465.711182
	Iteration 15Q: 3 clusters Score -177335.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -177368.140625 Penalty: 2465.711182
	Iteration 16Q: 3 clusters Score -177368.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -177406.031250 Penalty: 2465.711182
	Iteration 17Q: 3 clusters Score -177406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -177444.890625 Penalty: 2465.711182
	Iteration 18Q: 3 clusters Score -177444.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -177484.375000 Penalty: 2465.711182
	Iteration 19Q: 3 clusters Score -177484.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -177516.984375 Penalty: 2465.711182
	Iteration 20F: 3 clusters Score -177517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -177534.625000 Penalty: 2465.711182
	Iteration 21Q: 3 clusters Score -177534.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -177546.875000 Penalty: 2465.711182
	Iteration 22Q: 3 clusters Score -177546.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -177559.296875 Penalty: 2465.711182
	Iteration 23Q: 3 clusters Score -177559.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -177564.875000 Penalty: 2465.711182
	Iteration 24Q: 3 clusters Score -177564.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -177568.406250 Penalty: 2465.711182
	Iteration 25Q: 3 clusters Score -177568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -177569.671875 Penalty: 2465.711182
	Iteration 26Q: 3 clusters Score -177569.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -177569.671875 Penalty: 2465.711182
	Iteration 27F: 3 clusters Score -177569.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Entering Unmasked Estep 
Score: -1130662.750000 Penalty: 1530.610596
	Iteration 0F: 2 clusters Score -1130663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1122005.000000 Penalty: 3061.221191
	Iteration 0F: 3 clusters Score -1122005 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1125245.250000 Penalty: 3061.221191
	Iteration 1F: 3 clusters Score -1125245 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1125836.250000 Penalty: 3061.221191
	Iteration 2F: 3 clusters Score -1125836 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1126541.000000 Penalty: 3061.221191
	Iteration 3F: 3 clusters Score -1126541 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1127375.375000 Penalty: 3061.221191
	Iteration 4F: 3 clusters Score -1127375 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1128178.625000 Penalty: 3061.221191
	Iteration 5F: 3 clusters Score -1128179 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1128714.000000 Penalty: 3061.221191
	Iteration 6F: 3 clusters Score -1128714 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1129062.875000 Penalty: 3061.221191
	Iteration 7Q: 3 clusters Score -1129063 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1129278.500000 Penalty: 3061.221191
	Iteration 8Q: 3 clusters Score -1129278 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1129421.000000 Penalty: 3061.221191
	Iteration 9Q: 3 clusters Score -1129421 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1129490.500000 Penalty: 3061.221191
	Iteration 10Q: 3 clusters Score -1129490 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1129527.375000 Penalty: 3061.221191
	Iteration 11Q: 3 clusters Score -1129527 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1129554.000000 Penalty: 3061.221191
	Iteration 12Q: 3 clusters Score -1129554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1129572.375000 Penalty: 3061.221191
	Iteration 13Q: 3 clusters Score -1129572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1129589.625000 Penalty: 3061.221191
	Iteration 14Q: 3 clusters Score -1129590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1129605.375000 Penalty: 3061.221191
	Iteration 15Q: 3 clusters Score -1129605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1129614.875000 Penalty: 3061.221191
	Iteration 16Q: 3 clusters Score -1129615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1129622.125000 Penalty: 3061.221191
	Iteration 17Q: 3 clusters Score -1129622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1129627.000000 Penalty: 3061.221191
	Iteration 18Q: 3 clusters Score -1129627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1129627.375000 Penalty: 3061.221191
	Iteration 19Q: 3 clusters Score -1129627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1129631.875000 Penalty: 3061.221191
	Iteration 20F: 3 clusters Score -1129632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1129635.875000 Penalty: 3061.221191
	Iteration 21Q: 3 clusters Score -1129636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1129635.750000 Penalty: 3061.221191
	Iteration 22Q: 3 clusters Score -1129636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1129636.375000 Penalty: 3061.221191
	Iteration 23Q: 3 clusters Score -1129636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1129639.000000 Penalty: 3061.221191
	Iteration 24Q: 3 clusters Score -1129639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1129641.500000 Penalty: 3061.221191
	Iteration 25Q: 3 clusters Score -1129642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1129642.500000 Penalty: 3061.221191
	Iteration 26Q: 3 clusters Score -1129642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1129642.625000 Penalty: 3061.221191
	Iteration 27Q: 3 clusters Score -1129643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1129645.500000 Penalty: 3061.221191
	Iteration 28Q: 3 clusters Score -1129646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1129648.250000 Penalty: 3061.221191
	Iteration 29Q: 3 clusters Score -1129648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1129649.875000 Penalty: 3061.221191
	Iteration 30Q: 3 clusters Score -1129650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1129649.250000 Penalty: 3061.221191
	Iteration 31Q: 3 clusters Score -1129649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1129649.250000 Penalty: 3061.221191
	Iteration 32F: 3 clusters Score -1129649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -134076.750000 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -134076.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -132307.250000 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -132307.2 nChanged 467
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: -132688.125000 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -132688.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -132796.859375 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -132796.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -132853.390625 Penalty: 2370.451904
	Iteration 3Q: 3 clusters Score -132853.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132896.703125 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -132896.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -132936.078125 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -132936.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -132965.843750 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -132965.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132990.578125 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -132990.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -133017.781250 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -133017.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133051.234375 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -133051.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -133077.140625 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -133077.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -133090.343750 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -133090.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133101.406250 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -133101.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133112.437500 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -133112.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -133127.109375 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -133127.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -133134.718750 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -133134.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -133140.203125 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -133140.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -133148.328125 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -133148.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -133155.562500 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -133155.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133160.046875 Penalty: 2370.451904
	Iteration 19Q: 3 clusters Score -133160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -133166.828125 Penalty: 2370.451904
	Iteration 20F: 3 clusters Score -133166.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -133179.109375 Penalty: 2370.451904
	Iteration 21Q: 3 clusters Score -133179.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133192.859375 Penalty: 2370.451904
	Iteration 22Q: 3 clusters Score -133192.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133205.765625 Penalty: 2370.451904
	Iteration 23Q: 3 clusters Score -133205.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133221.890625 Penalty: 2370.451904
	Iteration 24Q: 3 clusters Score -133221.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133244.890625 Penalty: 2370.451904
	Iteration 25Q: 3 clusters Score -133244.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133263.421875 Penalty: 2370.451904
	Iteration 26Q: 3 clusters Score -133263.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133277.562500 Penalty: 2370.451904
	Iteration 27Q: 3 clusters Score -133277.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133296.625000 Penalty: 2370.451904
	Iteration 28Q: 3 clusters Score -133296.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133322.140625 Penalty: 2370.451904
	Iteration 29Q: 3 clusters Score -133322.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133359.015625 Penalty: 2370.451904
	Iteration 30Q: 3 clusters Score -133359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133407.296875 Penalty: 2370.451904
	Iteration 31Q: 3 clusters Score -133407.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133461.000000 Penalty: 2370.451904
	Iteration 32Q: 3 clusters Score -133461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -133503.328125 Penalty: 2370.451904
	Iteration 33Q: 3 clusters Score -133503.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133527.046875 Penalty: 2370.451904
	Iteration 34Q: 3 clusters Score -133527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133537.750000 Penalty: 2370.451904
	Iteration 35Q: 3 clusters Score -133537.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133547.031250 Penalty: 2370.451904
	Iteration 36Q: 3 clusters Score -133547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133555.453125 Penalty: 2370.451904
	Iteration 37Q: 3 clusters Score -133555.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133560.562500 Penalty: 2370.451904
	Iteration 38Q: 3 clusters Score -133560.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -133570.859375 Penalty: 2370.451904
	Iteration 39Q: 3 clusters Score -133570.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -133590.234375 Penalty: 2370.451904
	Iteration 40F: 3 clusters Score -133590.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133610.484375 Penalty: 2370.451904
	Iteration 41Q: 3 clusters Score -133610.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -133639.843750 Penalty: 2370.451904
	Iteration 42Q: 3 clusters Score -133639.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133682.546875 Penalty: 2370.451904
	Iteration 43Q: 3 clusters Score -133682.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -133719.484375 Penalty: 2370.451904
	Iteration 44Q: 3 clusters Score -133719.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -133732.796875 Penalty: 2370.451904
	Iteration 45Q: 3 clusters Score -133732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -133739.593750 Penalty: 2370.451904
	Iteration 46Q: 3 clusters Score -133739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -133741.937500 Penalty: 2370.451904
	Iteration 47Q: 3 clusters Score -133741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -133742.656250 Penalty: 2370.451904
	Iteration 48Q: 3 clusters Score -133742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -133742.656250 Penalty: 2370.451904
	Iteration 49F: 3 clusters Score -133742.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -122613.367188 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -122613.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -120883.062500 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -120883.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -121374.921875 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -121374.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -121616.304688 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -121616.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -121926.945312 Penalty: 2392.859619
	Iteration 3F: 3 clusters Score -121926.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -122190.992188 Penalty: 2392.859619
	Iteration 4F: 3 clusters Score -122191 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -122365.843750 Penalty: 2392.859619
	Iteration 5F: 3 clusters Score -122365.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -122467.304688 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -122467.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -122516.523438 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -122516.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -122551.171875 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -122551.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -122578.789062 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -122578.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -122604.367188 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -122604.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -122633.507812 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -122633.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -122656.367188 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -122656.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -122669.085938 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -122669.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122687.140625 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -122687.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122698.359375 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -122698.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -122706.609375 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -122706.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -122714.945312 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -122714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -122717.148438 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -122717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -122717.812500 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -122717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -122717.812500 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -122717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 3 contains 77381 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 210205 members 
Mstep: Class 7 contains 36832 members 
Mstep: Class 8 contains 9536 members 
Mstep: Class 9 contains 66847 members 
Mstep: Class 10 contains 7959 members 
Mstep: Class 11 contains 1972 members 
Mstep: Class 12 contains 12322 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 20324 members 
Mstep: Class 17 contains 86990 members 
Mstep: Class 18 contains 6947 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 10566 members 
Mstep: Class 21 contains 797 members 
Entering Unmasked Estep 
Score: -53850328.000000 Penalty: 45368.945312
Splitting cluster 14 changes total score from -53843940.000000 to -53850328.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 15 (8406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Entering Unmasked Estep 
Score: -729152.562500 Penalty: 1468.463989
	Iteration 0F: 2 clusters Score -729152.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -723078.187500 Penalty: 2936.927979
	Iteration 0F: 3 clusters Score -723078.2 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -725243.687500 Penalty: 2936.927979
	Iteration 1F: 3 clusters Score -725243.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -725706.750000 Penalty: 2936.927979
	Iteration 2F: 3 clusters Score -725706.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -726206.312500 Penalty: 2936.927979
	Iteration 3F: 3 clusters Score -726206.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -726754.625000 Penalty: 2936.927979
	Iteration 4F: 3 clusters Score -726754.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -727156.375000 Penalty: 2936.927979
	Iteration 5F: 3 clusters Score -727156.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -727440.562500 Penalty: 2936.927979
	Iteration 6F: 3 clusters Score -727440.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -727638.812500 Penalty: 2936.927979
	Iteration 7Q: 3 clusters Score -727638.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -727793.687500 Penalty: 2936.927979
	Iteration 8Q: 3 clusters Score -727793.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -727899.437500 Penalty: 2936.927979
	Iteration 9Q: 3 clusters Score -727899.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -727995.000000 Penalty: 2936.927979
	Iteration 10Q: 3 clusters Score -727995 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -728075.500000 Penalty: 2936.927979
	Iteration 11Q: 3 clusters Score -728075.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -728138.125000 Penalty: 2936.927979
	Iteration 12Q: 3 clusters Score -728138.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -728195.625000 Penalty: 2936.927979
	Iteration 13Q: 3 clusters Score -728195.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -728256.250000 Penalty: 2936.927979
	Iteration 14Q: 3 clusters Score -728256.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -728308.937500 Penalty: 2936.927979
	Iteration 15Q: 3 clusters Score -728308.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -728355.437500 Penalty: 2936.927979
	Iteration 16Q: 3 clusters Score -728355.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -728399.500000 Penalty: 2936.927979
	Iteration 17Q: 3 clusters Score -728399.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -728426.250000 Penalty: 2936.927979
	Iteration 18Q: 3 clusters Score -728426.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -728451.500000 Penalty: 2936.927979
	Iteration 19Q: 3 clusters Score -728451.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -728467.812500 Penalty: 2936.927979
	Iteration 20F: 3 clusters Score -728467.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -728485.312500 Penalty: 2936.927979
	Iteration 21Q: 3 clusters Score -728485.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -728492.437500 Penalty: 2936.927979
	Iteration 22Q: 3 clusters Score -728492.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -728498.750000 Penalty: 2936.927979
	Iteration 23Q: 3 clusters Score -728498.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -728503.625000 Penalty: 2936.927979
	Iteration 24Q: 3 clusters Score -728503.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -728508.437500 Penalty: 2936.927979
	Iteration 25Q: 3 clusters Score -728508.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -728511.937500 Penalty: 2936.927979
	Iteration 26Q: 3 clusters Score -728511.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -728515.625000 Penalty: 2936.927979
	Iteration 27Q: 3 clusters Score -728515.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -728517.687500 Penalty: 2936.927979
	Iteration 28Q: 3 clusters Score -728517.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -728519.062500 Penalty: 2936.927979
	Iteration 29Q: 3 clusters Score -728519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -728518.375000 Penalty: 2936.927979
	Iteration 30Q: 3 clusters Score -728518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -728517.812500 Penalty: 2936.927979
	Iteration 31Q: 3 clusters Score -728517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -728517.812500 Penalty: 2936.927979
	Iteration 32F: 3 clusters Score -728517.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Entering Unmasked Estep 
Score: -1850905.250000 Penalty: 1611.928101
	Iteration 0F: 2 clusters Score -1850905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1836981.875000 Penalty: 3223.856201
	Iteration 0F: 3 clusters Score -1836982 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1841959.000000 Penalty: 3223.856201
	Iteration 1F: 3 clusters Score -1841959 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1842316.500000 Penalty: 3223.856201
	Iteration 2Q: 3 clusters Score -1842316 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1842637.375000 Penalty: 3223.856201
	Iteration 3Q: 3 clusters Score -1842637 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1843014.375000 Penalty: 3223.856201
	Iteration 4Q: 3 clusters Score -1843014 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1843526.375000 Penalty: 3223.856201
	Iteration 5Q: 3 clusters Score -1843526 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1844244.625000 Penalty: 3223.856201
	Iteration 6F: 3 clusters Score -1844245 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1845154.250000 Penalty: 3223.856201
	Iteration 7F: 3 clusters Score -1845154 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1846216.750000 Penalty: 3223.856201
	Iteration 8F: 3 clusters Score -1846217 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1847312.875000 Penalty: 3223.856201
	Iteration 9F: 3 clusters Score -1847313 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1848181.000000 Penalty: 3223.856201
	Iteration 10Q: 3 clusters Score -1848181 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1848721.500000 Penalty: 3223.856201
	Iteration 11Q: 3 clusters Score -1848722 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1849054.750000 Penalty: 3223.856201
	Iteration 12Q: 3 clusters Score -1849055 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1849241.625000 Penalty: 3223.856201
	Iteration 13Q: 3 clusters Score -1849242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1849329.500000 Penalty: 3223.856201
	Iteration 14Q: 3 clusters Score -1849330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1849388.000000 Penalty: 3223.856201
	Iteration 15Q: 3 clusters Score -1849388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1849425.750000 Penalty: 3223.856201
	Iteration 16Q: 3 clusters Score -1849426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1849440.500000 Penalty: 3223.856201
	Iteration 17Q: 3 clusters Score -1849440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1849447.750000 Penalty: 3223.856201
	Iteration 18Q: 3 clusters Score -1849448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1849452.375000 Penalty: 3223.856201
	Iteration 19Q: 3 clusters Score -1849452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1849459.500000 Penalty: 3223.856201
	Iteration 20F: 3 clusters Score -1849460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1849469.875000 Penalty: 3223.856201
	Iteration 21Q: 3 clusters Score -1849470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1849488.250000 Penalty: 3223.856201
	Iteration 22Q: 3 clusters Score -1849488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1849492.250000 Penalty: 3223.856201
	Iteration 23Q: 3 clusters Score -1849492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1849502.875000 Penalty: 3223.856201
	Iteration 24Q: 3 clusters Score -1849503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1849504.500000 Penalty: 3223.856201
	Iteration 25Q: 3 clusters Score -1849504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1849504.500000 Penalty: 3223.856201
	Iteration 26F: 3 clusters Score -1849504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Entering Unmasked Estep 
Score: -7977731.500000 Penalty: 1848.201660
	Iteration 0F: 2 clusters Score -7977732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -7919470.000000 Penalty: 3696.403320
	Iteration 0F: 3 clusters Score -7919470 nChanged 41547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -7943510.000000 Penalty: 3696.403320
	Iteration 1F: 3 clusters Score -7943510 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -7944365.500000 Penalty: 3696.403320
	Iteration 2Q: 3 clusters Score -7944366 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -7945594.000000 Penalty: 3696.403320
	Iteration 3Q: 3 clusters Score -7945594 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -7947481.500000 Penalty: 3696.403320
	Iteration 4Q: 3 clusters Score -7947482 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -7950148.000000 Penalty: 3696.403320
	Iteration 5F: 3 clusters Score -7950148 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -7953167.000000 Penalty: 3696.403320
	Iteration 6F: 3 clusters Score -7953167 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -7955849.500000 Penalty: 3696.403320
	Iteration 7F: 3 clusters Score -7955850 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -7957681.500000 Penalty: 3696.403320
	Iteration 8F: 3 clusters Score -7957682 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -7958908.000000 Penalty: 3696.403320
	Iteration 9Q: 3 clusters Score -7958908 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -7959580.000000 Penalty: 3696.403320
	Iteration 10Q: 3 clusters Score -7959580 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -7959961.500000 Penalty: 3696.403320
	Iteration 11Q: 3 clusters Score -7959962 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -7960258.500000 Penalty: 3696.403320
	Iteration 12Q: 3 clusters Score -7960258 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -7960513.500000 Penalty: 3696.403320
	Iteration 13Q: 3 clusters Score -7960514 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -7960755.500000 Penalty: 3696.403320
	Iteration 14Q: 3 clusters Score -7960756 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -7961039.500000 Penalty: 3696.403320
	Iteration 15Q: 3 clusters Score -7961040 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -7961363.000000 Penalty: 3696.403320
	Iteration 16Q: 3 clusters Score -7961363 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -7961871.500000 Penalty: 3696.403320
	Iteration 17Q: 3 clusters Score -7961872 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -7962508.000000 Penalty: 3696.403320
	Iteration 18Q: 3 clusters Score -7962508 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -7963361.500000 Penalty: 3696.403320
	Iteration 19Q: 3 clusters Score -7963362 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -7964489.500000 Penalty: 3696.403320
	Iteration 20F: 3 clusters Score -7964490 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -7965805.500000 Penalty: 3696.403320
	Iteration 21Q: 3 clusters Score -7965806 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -7967359.500000 Penalty: 3696.403320
	Iteration 22Q: 3 clusters Score -7967360 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -7969036.500000 Penalty: 3696.403320
	Iteration 23Q: 3 clusters Score -7969036 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74111 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -7970557.500000 Penalty: 3696.403320
	Iteration 24Q: 3 clusters Score -7970558 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -7971973.500000 Penalty: 3696.403320
	Iteration 25Q: 3 clusters Score -7971974 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -7973172.500000 Penalty: 3696.403320
	Iteration 26Q: 3 clusters Score -7973172 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -7974056.500000 Penalty: 3696.403320
	Iteration 27Q: 3 clusters Score -7974056 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -7974666.000000 Penalty: 3696.403320
	Iteration 28Q: 3 clusters Score -7974666 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83633 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -7975127.000000 Penalty: 3696.403320
	Iteration 29Q: 3 clusters Score -7975127 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7975439.000000 Penalty: 3696.403320
	Iteration 30Q: 3 clusters Score -7975439 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7975659.000000 Penalty: 3696.403320
	Iteration 31Q: 3 clusters Score -7975659 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85205 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7975856.500000 Penalty: 3696.403320
	Iteration 32Q: 3 clusters Score -7975856 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7975985.000000 Penalty: 3696.403320
	Iteration 33Q: 3 clusters Score -7975985 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7976065.000000 Penalty: 3696.403320
	Iteration 34Q: 3 clusters Score -7976065 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7976112.500000 Penalty: 3696.403320
	Iteration 35Q: 3 clusters Score -7976112 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85890 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7976176.000000 Penalty: 3696.403320
	Iteration 36Q: 3 clusters Score -7976176 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85962 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7976219.500000 Penalty: 3696.403320
	Iteration 37Q: 3 clusters Score -7976220 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7976258.500000 Penalty: 3696.403320
	Iteration 38Q: 3 clusters Score -7976258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86058 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7976281.500000 Penalty: 3696.403320
	Iteration 39Q: 3 clusters Score -7976282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86098 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7976292.500000 Penalty: 3696.403320
	Iteration 40F: 3 clusters Score -7976292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7976308.500000 Penalty: 3696.403320
	Iteration 41Q: 3 clusters Score -7976308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7976309.000000 Penalty: 3696.403320
	Iteration 42Q: 3 clusters Score -7976309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86162 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7976317.000000 Penalty: 3696.403320
	Iteration 43Q: 3 clusters Score -7976317 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7976336.500000 Penalty: 3696.403320
	Iteration 44Q: 3 clusters Score -7976336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7976346.000000 Penalty: 3696.403320
	Iteration 45Q: 3 clusters Score -7976346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7976345.500000 Penalty: 3696.403320
	Iteration 46Q: 3 clusters Score -7976346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7976351.000000 Penalty: 3696.403320
	Iteration 47Q: 3 clusters Score -7976351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7976355.000000 Penalty: 3696.403320
	Iteration 48Q: 3 clusters Score -7976355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7976358.500000 Penalty: 3696.403320
	Iteration 49Q: 3 clusters Score -7976358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86239 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7976360.500000 Penalty: 3696.403320
	Iteration 50Q: 3 clusters Score -7976360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7976359.500000 Penalty: 3696.403320
	Iteration 51Q: 3 clusters Score -7976360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7976362.000000 Penalty: 3696.403320
	Iteration 52Q: 3 clusters Score -7976362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7976358.500000 Penalty: 3696.403320
	Iteration 53Q: 3 clusters Score -7976358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86245 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7976355.000000 Penalty: 3696.403320
	Iteration 54Q: 3 clusters Score -7976355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86246 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7976354.000000 Penalty: 3696.403320
	Iteration 55Q: 3 clusters Score -7976354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7976358.500000 Penalty: 3696.403320
	Iteration 56Q: 3 clusters Score -7976358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7976359.000000 Penalty: 3696.403320
	Iteration 57Q: 3 clusters Score -7976359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7976363.000000 Penalty: 3696.403320
	Iteration 58Q: 3 clusters Score -7976363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7976361.500000 Penalty: 3696.403320
	Iteration 59Q: 3 clusters Score -7976362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7976359.000000 Penalty: 3696.403320
	Iteration 60F: 3 clusters Score -7976359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7976369.500000 Penalty: 3696.403320
	Iteration 61Q: 3 clusters Score -7976370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7976365.500000 Penalty: 3696.403320
	Iteration 62Q: 3 clusters Score -7976366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7976371.500000 Penalty: 3696.403320
	Iteration 63Q: 3 clusters Score -7976372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7976373.000000 Penalty: 3696.403320
	Iteration 64Q: 3 clusters Score -7976373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7976369.000000 Penalty: 3696.403320
	Iteration 65Q: 3 clusters Score -7976369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86262 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7976368.000000 Penalty: 3696.403320
	Iteration 66Q: 3 clusters Score -7976368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86262 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7976370.500000 Penalty: 3696.403320
	Iteration 67Q: 3 clusters Score -7976370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86264 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7976373.500000 Penalty: 3696.403320
	Iteration 68Q: 3 clusters Score -7976374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7976374.000000 Penalty: 3696.403320
	Iteration 69Q: 3 clusters Score -7976374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7976372.000000 Penalty: 3696.403320
	Iteration 70Q: 3 clusters Score -7976372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86264 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7976374.500000 Penalty: 3696.403320
	Iteration 71Q: 3 clusters Score -7976374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7976376.000000 Penalty: 3696.403320
	Iteration 72Q: 3 clusters Score -7976376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7976377.000000 Penalty: 3696.403320
	Iteration 73Q: 3 clusters Score -7976377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7976377.000000 Penalty: 3696.403320
	Iteration 74F: 3 clusters Score -7976377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Entering Unmasked Estep 
Score: -686770.250000 Penalty: 1437.485596
	Iteration 0F: 2 clusters Score -686770.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -681582.937500 Penalty: 2874.971191
	Iteration 0F: 3 clusters Score -681582.9 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -683082.187500 Penalty: 2874.971191
	Iteration 1F: 3 clusters Score -683082.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -683270.875000 Penalty: 2874.971191
	Iteration 2F: 3 clusters Score -683270.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -683429.750000 Penalty: 2874.971191
	Iteration 3Q: 3 clusters Score -683429.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -683573.875000 Penalty: 2874.971191
	Iteration 4Q: 3 clusters Score -683573.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -683726.562500 Penalty: 2874.971191
	Iteration 5Q: 3 clusters Score -683726.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -683904.937500 Penalty: 2874.971191
	Iteration 6Q: 3 clusters Score -683904.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -684146.500000 Penalty: 2874.971191
	Iteration 7F: 3 clusters Score -684146.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -684424.937500 Penalty: 2874.971191
	Iteration 8F: 3 clusters Score -684424.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -684749.750000 Penalty: 2874.971191
	Iteration 9F: 3 clusters Score -684749.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -685005.625000 Penalty: 2874.971191
	Iteration 10Q: 3 clusters Score -685005.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -685198.250000 Penalty: 2874.971191
	Iteration 11Q: 3 clusters Score -685198.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -685329.875000 Penalty: 2874.971191
	Iteration 12Q: 3 clusters Score -685329.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -685414.250000 Penalty: 2874.971191
	Iteration 13Q: 3 clusters Score -685414.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -685470.687500 Penalty: 2874.971191
	Iteration 14Q: 3 clusters Score -685470.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -685508.875000 Penalty: 2874.971191
	Iteration 15Q: 3 clusters Score -685508.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -685535.812500 Penalty: 2874.971191
	Iteration 16Q: 3 clusters Score -685535.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -685556.500000 Penalty: 2874.971191
	Iteration 17Q: 3 clusters Score -685556.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -685569.625000 Penalty: 2874.971191
	Iteration 18Q: 3 clusters Score -685569.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -685581.000000 Penalty: 2874.971191
	Iteration 19Q: 3 clusters Score -685581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -685591.000000 Penalty: 2874.971191
	Iteration 20F: 3 clusters Score -685591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -685594.437500 Penalty: 2874.971191
	Iteration 21Q: 3 clusters Score -685594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -685596.875000 Penalty: 2874.971191
	Iteration 22Q: 3 clusters Score -685596.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -685596.875000 Penalty: 2874.971191
	Iteration 23F: 3 clusters Score -685596.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Entering Unmasked Estep 
Score: -1082535.375000 Penalty: 1515.559814
	Iteration 0F: 2 clusters Score -1082535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1074583.875000 Penalty: 3031.119629
	Iteration 0F: 3 clusters Score -1074584 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1077289.000000 Penalty: 3031.119629
	Iteration 1F: 3 clusters Score -1077289 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1077602.000000 Penalty: 3031.119629
	Iteration 2F: 3 clusters Score -1077602 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1077863.375000 Penalty: 3031.119629
	Iteration 3F: 3 clusters Score -1077863 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1078124.125000 Penalty: 3031.119629
	Iteration 4Q: 3 clusters Score -1078124 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1078365.625000 Penalty: 3031.119629
	Iteration 5Q: 3 clusters Score -1078366 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1078607.375000 Penalty: 3031.119629
	Iteration 6Q: 3 clusters Score -1078607 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1078865.375000 Penalty: 3031.119629
	Iteration 7Q: 3 clusters Score -1078865 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1079126.250000 Penalty: 3031.119629
	Iteration 8Q: 3 clusters Score -1079126 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1079383.000000 Penalty: 3031.119629
	Iteration 9Q: 3 clusters Score -1079383 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1079654.625000 Penalty: 3031.119629
	Iteration 10Q: 3 clusters Score -1079655 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1079871.875000 Penalty: 3031.119629
	Iteration 11Q: 3 clusters Score -1079872 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1080052.875000 Penalty: 3031.119629
	Iteration 12Q: 3 clusters Score -1080053 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1080219.250000 Penalty: 3031.119629
	Iteration 13Q: 3 clusters Score -1080219 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1080356.750000 Penalty: 3031.119629
	Iteration 14Q: 3 clusters Score -1080357 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1080479.250000 Penalty: 3031.119629
	Iteration 15Q: 3 clusters Score -1080479 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1080591.000000 Penalty: 3031.119629
	Iteration 16Q: 3 clusters Score -1080591 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1080703.875000 Penalty: 3031.119629
	Iteration 17Q: 3 clusters Score -1080704 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1080807.625000 Penalty: 3031.119629
	Iteration 18Q: 3 clusters Score -1080808 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1080904.500000 Penalty: 3031.119629
	Iteration 19Q: 3 clusters Score -1080904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1080965.875000 Penalty: 3031.119629
	Iteration 20F: 3 clusters Score -1080966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1081016.125000 Penalty: 3031.119629
	Iteration 21Q: 3 clusters Score -1081016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1081077.000000 Penalty: 3031.119629
	Iteration 22Q: 3 clusters Score -1081077 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1081128.500000 Penalty: 3031.119629
	Iteration 23Q: 3 clusters Score -1081128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1081166.875000 Penalty: 3031.119629
	Iteration 24Q: 3 clusters Score -1081167 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1081199.750000 Penalty: 3031.119629
	Iteration 25Q: 3 clusters Score -1081200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1081221.000000 Penalty: 3031.119629
	Iteration 26Q: 3 clusters Score -1081221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1081224.500000 Penalty: 3031.119629
	Iteration 27Q: 3 clusters Score -1081224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1081229.750000 Penalty: 3031.119629
	Iteration 28Q: 3 clusters Score -1081230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1081233.250000 Penalty: 3031.119629
	Iteration 29Q: 3 clusters Score -1081233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1081239.125000 Penalty: 3031.119629
	Iteration 30Q: 3 clusters Score -1081239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1081241.625000 Penalty: 3031.119629
	Iteration 31Q: 3 clusters Score -1081242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1081244.500000 Penalty: 3031.119629
	Iteration 32Q: 3 clusters Score -1081244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1081248.250000 Penalty: 3031.119629
	Iteration 33Q: 3 clusters Score -1081248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1081249.125000 Penalty: 3031.119629
	Iteration 34Q: 3 clusters Score -1081249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1081249.750000 Penalty: 3031.119629
	Iteration 35Q: 3 clusters Score -1081250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1081249.750000 Penalty: 3031.119629
	Iteration 36F: 3 clusters Score -1081250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Entering Unmasked Estep 
Score: -876301.812500 Penalty: 1505.626831
	Iteration 0F: 2 clusters Score -876301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -868739.750000 Penalty: 3011.253662
	Iteration 0F: 3 clusters Score -868739.8 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -871413.125000 Penalty: 3011.253662
	Iteration 1F: 3 clusters Score -871413.1 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -871776.250000 Penalty: 3011.253662
	Iteration 2F: 3 clusters Score -871776.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -872131.562500 Penalty: 3011.253662
	Iteration 3F: 3 clusters Score -872131.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -872532.125000 Penalty: 3011.253662
	Iteration 4F: 3 clusters Score -872532.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -872995.625000 Penalty: 3011.253662
	Iteration 5F: 3 clusters Score -872995.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -873498.750000 Penalty: 3011.253662
	Iteration 6F: 3 clusters Score -873498.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -873991.187500 Penalty: 3011.253662
	Iteration 7F: 3 clusters Score -873991.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -874351.375000 Penalty: 3011.253662
	Iteration 8Q: 3 clusters Score -874351.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -874615.750000 Penalty: 3011.253662
	Iteration 9Q: 3 clusters Score -874615.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -874815.562500 Penalty: 3011.253662
	Iteration 10Q: 3 clusters Score -874815.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -874963.312500 Penalty: 3011.253662
	Iteration 11Q: 3 clusters Score -874963.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -875080.187500 Penalty: 3011.253662
	Iteration 12Q: 3 clusters Score -875080.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -875174.875000 Penalty: 3011.253662
	Iteration 13Q: 3 clusters Score -875174.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -875252.062500 Penalty: 3011.253662
	Iteration 14Q: 3 clusters Score -875252.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -875318.812500 Penalty: 3011.253662
	Iteration 15Q: 3 clusters Score -875318.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -875360.625000 Penalty: 3011.253662
	Iteration 16Q: 3 clusters Score -875360.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -875391.000000 Penalty: 3011.253662
	Iteration 17Q: 3 clusters Score -875391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -875413.062500 Penalty: 3011.253662
	Iteration 18Q: 3 clusters Score -875413.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -875431.312500 Penalty: 3011.253662
	Iteration 19Q: 3 clusters Score -875431.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -875448.062500 Penalty: 3011.253662
	Iteration 20F: 3 clusters Score -875448.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -875459.312500 Penalty: 3011.253662
	Iteration 21Q: 3 clusters Score -875459.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -875469.312500 Penalty: 3011.253662
	Iteration 22Q: 3 clusters Score -875469.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -875476.500000 Penalty: 3011.253662
	Iteration 23Q: 3 clusters Score -875476.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -875479.875000 Penalty: 3011.253662
	Iteration 24Q: 3 clusters Score -875479.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -875483.500000 Penalty: 3011.253662
	Iteration 25Q: 3 clusters Score -875483.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -875483.312500 Penalty: 3011.253662
	Iteration 26Q: 3 clusters Score -875483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -875485.625000 Penalty: 3011.253662
	Iteration 27Q: 3 clusters Score -875485.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -875487.062500 Penalty: 3011.253662
	Iteration 28Q: 3 clusters Score -875487.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -875492.625000 Penalty: 3011.253662
	Iteration 29Q: 3 clusters Score -875492.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -875498.937500 Penalty: 3011.253662
	Iteration 30Q: 3 clusters Score -875498.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -875510.875000 Penalty: 3011.253662
	Iteration 31Q: 3 clusters Score -875510.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -875518.687500 Penalty: 3011.253662
	Iteration 32Q: 3 clusters Score -875518.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -875533.250000 Penalty: 3011.253662
	Iteration 33Q: 3 clusters Score -875533.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -875542.437500 Penalty: 3011.253662
	Iteration 34Q: 3 clusters Score -875542.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -875547.625000 Penalty: 3011.253662
	Iteration 35Q: 3 clusters Score -875547.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -875554.312500 Penalty: 3011.253662
	Iteration 36Q: 3 clusters Score -875554.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -875555.937500 Penalty: 3011.253662
	Iteration 37Q: 3 clusters Score -875555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -875556.312500 Penalty: 3011.253662
	Iteration 38Q: 3 clusters Score -875556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -875558.125000 Penalty: 3011.253662
	Iteration 39Q: 3 clusters Score -875558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -875558.125000 Penalty: 3011.253662
	Iteration 40F: 3 clusters Score -875558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -875558.000000 Penalty: 3011.253662
	Iteration 41Q: 3 clusters Score -875558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -875558.937500 Penalty: 3011.253662
	Iteration 42Q: 3 clusters Score -875558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -875559.687500 Penalty: 3011.253662
	Iteration 43Q: 3 clusters Score -875559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -875560.062500 Penalty: 3011.253662
	Iteration 44Q: 3 clusters Score -875560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -875559.562500 Penalty: 3011.253662
	Iteration 45Q: 3 clusters Score -875559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -875560.500000 Penalty: 3011.253662
	Iteration 46Q: 3 clusters Score -875560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -875559.687500 Penalty: 3011.253662
	Iteration 47Q: 3 clusters Score -875559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -875560.625000 Penalty: 3011.253662
	Iteration 48Q: 3 clusters Score -875560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -875560.625000 Penalty: 3011.253662
	Iteration 49F: 3 clusters Score -875560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 210205 members 
Mstep: Class 7 contains 36832 members 
Mstep: Class 8 contains 9536 members 
Mstep: Class 9 contains 66847 members 
Mstep: Class 10 contains 7959 members 
Mstep: Class 11 contains 1972 members 
Mstep: Class 12 contains 12322 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 20324 members 
Mstep: Class 17 contains 86990 members 
Mstep: Class 18 contains 6947 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 10566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53851312.000000 Penalty: 45368.945312
Iteration 119Q: 22 clusters Score -5.385131e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 4105 members 
Mstep: Class 3 contains 77025 members 
Mstep: Class 4 contains 6505 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 210133 members 
Mstep: Class 7 contains 37041 members 
Mstep: Class 8 contains 9534 members 
Mstep: Class 9 contains 66782 members 
Mstep: Class 10 contains 7963 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 12383 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 20337 members 
Mstep: Class 17 contains 86994 members 
Mstep: Class 18 contains 6933 members 
Mstep: Class 19 contains 11209 members 
Mstep: Class 20 contains 10572 members 
Mstep: Class 21 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53851744.000000 Penalty: 45368.945312
Iteration 120F: 22 clusters Score -5.385174e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 77040 members 
Mstep: Class 4 contains 6500 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 210025 members 
Mstep: Class 7 contains 37065 members 
Mstep: Class 8 contains 9523 members 
Mstep: Class 9 contains 66755 members 
Mstep: Class 10 contains 7963 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 12421 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 935 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 20342 members 
Mstep: Class 17 contains 86985 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 11202 members 
Mstep: Class 20 contains 10574 members 
Mstep: Class 21 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53851908.000000 Penalty: 45368.945312
Iteration 121Q: 22 clusters Score -5.385191e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 77053 members 
Mstep: Class 4 contains 6498 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209960 members 
Mstep: Class 7 contains 37069 members 
Mstep: Class 8 contains 9523 members 
Mstep: Class 9 contains 66740 members 
Mstep: Class 10 contains 7961 members 
Mstep: Class 11 contains 1891 members 
Mstep: Class 12 contains 12448 members 
Mstep: Class 13 contains 1505 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 20352 members 
Mstep: Class 17 contains 86986 members 
Mstep: Class 18 contains 6907 members 
Mstep: Class 19 contains 11202 members 
Mstep: Class 20 contains 10577 members 
Mstep: Class 21 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852016.000000 Penalty: 45368.945312
Iteration 122Q: 22 clusters Score -5.385202e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 4094 members 
Mstep: Class 3 contains 77073 members 
Mstep: Class 4 contains 6497 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209892 members 
Mstep: Class 7 contains 37069 members 
Mstep: Class 8 contains 9517 members 
Mstep: Class 9 contains 66718 members 
Mstep: Class 10 contains 7962 members 
Mstep: Class 11 contains 1875 members 
Mstep: Class 12 contains 12485 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 1013 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 20365 members 
Mstep: Class 17 contains 86985 members 
Mstep: Class 18 contains 6898 members 
Mstep: Class 19 contains 11210 members 
Mstep: Class 20 contains 10577 members 
Mstep: Class 21 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852080.000000 Penalty: 45368.945312
Iteration 123Q: 22 clusters Score -5.385208e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 77088 members 
Mstep: Class 4 contains 6496 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209837 members 
Mstep: Class 7 contains 37067 members 
Mstep: Class 8 contains 9517 members 
Mstep: Class 9 contains 66700 members 
Mstep: Class 10 contains 7960 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 12 contains 12528 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 20374 members 
Mstep: Class 17 contains 86981 members 
Mstep: Class 18 contains 6889 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 10586 members 
Mstep: Class 21 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852232.000000 Penalty: 45368.945312
Iteration 124Q: 22 clusters Score -5.385223e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 77107 members 
Mstep: Class 4 contains 6496 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209787 members 
Mstep: Class 7 contains 37051 members 
Mstep: Class 8 contains 9517 members 
Mstep: Class 9 contains 66695 members 
Mstep: Class 10 contains 7964 members 
Mstep: Class 11 contains 1810 members 
Mstep: Class 12 contains 12558 members 
Mstep: Class 13 contains 1500 members 
Mstep: Class 14 contains 1071 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 20376 members 
Mstep: Class 17 contains 86978 members 
Mstep: Class 18 contains 6887 members 
Mstep: Class 19 contains 11220 members 
Mstep: Class 20 contains 10595 members 
Mstep: Class 21 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852328.000000 Penalty: 45368.945312
Iteration 125Q: 22 clusters Score -5.385233e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 77109 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209736 members 
Mstep: Class 7 contains 37047 members 
Mstep: Class 8 contains 9514 members 
Mstep: Class 9 contains 66689 members 
Mstep: Class 10 contains 7965 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 12583 members 
Mstep: Class 13 contains 1499 members 
Mstep: Class 14 contains 1107 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 86979 members 
Mstep: Class 18 contains 6887 members 
Mstep: Class 19 contains 11222 members 
Mstep: Class 20 contains 10597 members 
Mstep: Class 21 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852408.000000 Penalty: 45368.945312
Iteration 126Q: 22 clusters Score -5.385241e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 4094 members 
Mstep: Class 3 contains 77115 members 
Mstep: Class 4 contains 6492 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209696 members 
Mstep: Class 7 contains 37036 members 
Mstep: Class 8 contains 9509 members 
Mstep: Class 9 contains 66683 members 
Mstep: Class 10 contains 7966 members 
Mstep: Class 11 contains 1728 members 
Mstep: Class 12 contains 12619 members 
Mstep: Class 13 contains 1497 members 
Mstep: Class 14 contains 1151 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 20396 members 
Mstep: Class 17 contains 86978 members 
Mstep: Class 18 contains 6886 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 10597 members 
Mstep: Class 21 contains 870 members 
Entering Unmasked Estep 
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Iteration 127Q: 22 clusters Score -5.385246e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 77119 members 
Mstep: Class 4 contains 6490 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209666 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9499 members 
Mstep: Class 9 contains 66695 members 
Mstep: Class 10 contains 7967 members 
Mstep: Class 11 contains 1680 members 
Mstep: Class 12 contains 12654 members 
Mstep: Class 13 contains 1496 members 
Mstep: Class 14 contains 1181 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 20404 members 
Mstep: Class 17 contains 86976 members 
Mstep: Class 18 contains 6885 members 
Mstep: Class 19 contains 11231 members 
Mstep: Class 20 contains 10590 members 
Mstep: Class 21 contains 873 members 
Entering Unmasked Estep 
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Iteration 128Q: 22 clusters Score -5.385258e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 77122 members 
Mstep: Class 4 contains 6488 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209633 members 
Mstep: Class 7 contains 37031 members 
Mstep: Class 8 contains 9483 members 
Mstep: Class 9 contains 66701 members 
Mstep: Class 10 contains 7970 members 
Mstep: Class 11 contains 1638 members 
Mstep: Class 12 contains 12678 members 
Mstep: Class 13 contains 1496 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 20420 members 
Mstep: Class 17 contains 86975 members 
Mstep: Class 18 contains 6883 members 
Mstep: Class 19 contains 11235 members 
Mstep: Class 20 contains 10588 members 
Mstep: Class 21 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 22 clusters Score -5.38528e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 77125 members 
Mstep: Class 4 contains 6481 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209605 members 
Mstep: Class 7 contains 37031 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 66702 members 
Mstep: Class 10 contains 7971 members 
Mstep: Class 11 contains 1612 members 
Mstep: Class 12 contains 12703 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 17 contains 86975 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11238 members 
Mstep: Class 20 contains 10588 members 
Mstep: Class 21 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 22 clusters Score -5.385279e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 77127 members 
Mstep: Class 4 contains 6479 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209574 members 
Mstep: Class 7 contains 37032 members 
Mstep: Class 8 contains 9476 members 
Mstep: Class 9 contains 66701 members 
Mstep: Class 10 contains 7971 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 12724 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 20439 members 
Mstep: Class 17 contains 86975 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11236 members 
Mstep: Class 20 contains 10590 members 
Mstep: Class 21 contains 887 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 22 clusters Score -5.385279e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 77127 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209548 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 9480 members 
Mstep: Class 9 contains 66686 members 
Mstep: Class 10 contains 7971 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 12741 members 
Mstep: Class 13 contains 1491 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 20448 members 
Mstep: Class 17 contains 86972 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11235 members 
Mstep: Class 20 contains 10593 members 
Mstep: Class 21 contains 895 members 
Entering Unmasked Estep 
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Iteration 132Q: 22 clusters Score -5.385284e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 77125 members 
Mstep: Class 4 contains 6471 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209516 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9467 members 
Mstep: Class 9 contains 66678 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 12762 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 20455 members 
Mstep: Class 17 contains 86972 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11235 members 
Mstep: Class 20 contains 10592 members 
Mstep: Class 21 contains 896 members 
Entering Unmasked Estep 
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Iteration 133Q: 22 clusters Score -5.385287e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 77124 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209473 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9454 members 
Mstep: Class 9 contains 66676 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 12783 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 20468 members 
Mstep: Class 17 contains 86971 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11236 members 
Mstep: Class 20 contains 10592 members 
Mstep: Class 21 contains 895 members 
Entering Unmasked Estep 
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Iteration 134Q: 22 clusters Score -5.385286e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4087 members 
Mstep: Class 3 contains 77124 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209445 members 
Mstep: Class 7 contains 37040 members 
Mstep: Class 8 contains 9445 members 
Mstep: Class 9 contains 66670 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 12807 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 20472 members 
Mstep: Class 17 contains 86971 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11239 members 
Mstep: Class 20 contains 10591 members 
Mstep: Class 21 contains 896 members 
Entering Unmasked Estep 
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Iteration 135Q: 22 clusters Score -5.385293e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 77126 members 
Mstep: Class 4 contains 6470 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209426 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9435 members 
Mstep: Class 9 contains 66659 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 12823 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 1327 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 20474 members 
Mstep: Class 17 contains 86973 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 10590 members 
Mstep: Class 21 contains 896 members 
Entering Unmasked Estep 
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Iteration 136Q: 22 clusters Score -5.385295e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 77125 members 
Mstep: Class 4 contains 6467 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209400 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9424 members 
Mstep: Class 9 contains 66655 members 
Mstep: Class 10 contains 7971 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 12841 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 20476 members 
Mstep: Class 17 contains 86974 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11239 members 
Mstep: Class 20 contains 10590 members 
Mstep: Class 21 contains 895 members 
Entering Unmasked Estep 
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Iteration 137Q: 22 clusters Score -5.385296e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 77125 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209373 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9414 members 
Mstep: Class 9 contains 66653 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 12857 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 1350 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 20482 members 
Mstep: Class 17 contains 86973 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11240 members 
Mstep: Class 20 contains 10590 members 
Mstep: Class 21 contains 896 members 
Entering Unmasked Estep 
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Iteration 138Q: 22 clusters Score -5.385299e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 77126 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209335 members 
Mstep: Class 7 contains 37037 members 
Mstep: Class 8 contains 9410 members 
Mstep: Class 9 contains 66656 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 12880 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 1355 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 20484 members 
Mstep: Class 17 contains 86975 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11240 members 
Mstep: Class 20 contains 10591 members 
Mstep: Class 21 contains 897 members 
Entering Unmasked Estep 
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Iteration 139Q: 22 clusters Score -5.385302e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 77126 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209312 members 
Mstep: Class 7 contains 37036 members 
Mstep: Class 8 contains 9403 members 
Mstep: Class 9 contains 66654 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 12906 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 1358 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 20486 members 
Mstep: Class 17 contains 86976 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 10593 members 
Mstep: Class 21 contains 897 members 
Entering Unmasked Estep 
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Iteration 140F: 22 clusters Score -5.385298e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 77126 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209286 members 
Mstep: Class 7 contains 37037 members 
Mstep: Class 8 contains 9388 members 
Mstep: Class 9 contains 66658 members 
Mstep: Class 10 contains 7971 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 12929 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 1363 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 20486 members 
Mstep: Class 17 contains 86979 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 10595 members 
Mstep: Class 21 contains 897 members 
Entering Unmasked Estep 
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Iteration 141Q: 22 clusters Score -5.385297e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 77128 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209263 members 
Mstep: Class 7 contains 37037 members 
Mstep: Class 8 contains 9372 members 
Mstep: Class 9 contains 66661 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 12943 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 1371 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 20486 members 
Mstep: Class 17 contains 86982 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 10594 members 
Mstep: Class 21 contains 897 members 
Entering Unmasked Estep 
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Iteration 142Q: 22 clusters Score -5.385298e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77129 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209237 members 
Mstep: Class 7 contains 37040 members 
Mstep: Class 8 contains 9365 members 
Mstep: Class 9 contains 66660 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 12960 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 1377 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 20486 members 
Mstep: Class 17 contains 86983 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11243 members 
Mstep: Class 20 contains 10594 members 
Mstep: Class 21 contains 897 members 
Entering Unmasked Estep 
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Iteration 143Q: 22 clusters Score -5.385294e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77130 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209210 members 
Mstep: Class 7 contains 37037 members 
Mstep: Class 8 contains 9360 members 
Mstep: Class 9 contains 66657 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 12977 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 1383 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 20488 members 
Mstep: Class 17 contains 86983 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11243 members 
Mstep: Class 20 contains 10597 members 
Mstep: Class 21 contains 897 members 
Entering Unmasked Estep 
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Iteration 144Q: 22 clusters Score -5.3853e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77131 members 
Mstep: Class 4 contains 6453 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209192 members 
Mstep: Class 7 contains 37036 members 
Mstep: Class 8 contains 9357 members 
Mstep: Class 9 contains 66651 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 12994 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 20490 members 
Mstep: Class 17 contains 86984 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 11242 members 
Mstep: Class 20 contains 10598 members 
Mstep: Class 21 contains 896 members 
Entering Unmasked Estep 
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Iteration 145Q: 22 clusters Score -5.385299e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77131 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209172 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9354 members 
Mstep: Class 9 contains 66648 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 13019 members 
Mstep: Class 13 contains 1491 members 
Mstep: Class 14 contains 1392 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 20490 members 
Mstep: Class 17 contains 86984 members 
Mstep: Class 18 contains 6880 members 
Mstep: Class 19 contains 11242 members 
Mstep: Class 20 contains 10597 members 
Mstep: Class 21 contains 896 members 
Entering Unmasked Estep 
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Iteration 146Q: 22 clusters Score -5.385301e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77131 members 
Mstep: Class 4 contains 6449 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 209146 members 
Mstep: Class 7 contains 37036 members 
Mstep: Class 8 contains 9349 members 
Mstep: Class 9 contains 66646 members 
Mstep: Class 10 contains 7979 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 13040 members 
Mstep: Class 13 contains 1491 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 20493 members 
Mstep: Class 17 contains 86985 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 10601 members 
Mstep: Class 21 contains 898 members 
Entering Unmasked Estep 
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Iteration 147Q: 22 clusters Score -5.385307e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77132 members 
Mstep: Class 4 contains 6448 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 209117 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 66644 members 
Mstep: Class 10 contains 7982 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 13064 members 
Mstep: Class 13 contains 1491 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 20499 members 
Mstep: Class 17 contains 86984 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11239 members 
Mstep: Class 20 contains 10602 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
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Iteration 148Q: 22 clusters Score -5.385301e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77133 members 
Mstep: Class 4 contains 6448 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 209087 members 
Mstep: Class 7 contains 37033 members 
Mstep: Class 8 contains 9334 members 
Mstep: Class 9 contains 66636 members 
Mstep: Class 10 contains 7982 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 13091 members 
Mstep: Class 13 contains 1491 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 20502 members 
Mstep: Class 17 contains 86983 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11239 members 
Mstep: Class 20 contains 10604 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
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Iteration 149Q: 22 clusters Score -5.385305e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77136 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 209058 members 
Mstep: Class 7 contains 37029 members 
Mstep: Class 8 contains 9333 members 
Mstep: Class 9 contains 66622 members 
Mstep: Class 10 contains 7982 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 13118 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1425 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 20502 members 
Mstep: Class 17 contains 86983 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11239 members 
Mstep: Class 20 contains 10610 members 
Mstep: Class 21 contains 905 members 
Entering Unmasked Estep 
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Iteration 150Q: 22 clusters Score -5.385303e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77137 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 209027 members 
Mstep: Class 7 contains 37030 members 
Mstep: Class 8 contains 9330 members 
Mstep: Class 9 contains 66607 members 
Mstep: Class 10 contains 7980 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 13145 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 20505 members 
Mstep: Class 17 contains 86983 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11238 members 
Mstep: Class 20 contains 10613 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
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Iteration 151Q: 22 clusters Score -5.385302e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77137 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208988 members 
Mstep: Class 7 contains 37030 members 
Mstep: Class 8 contains 9328 members 
Mstep: Class 9 contains 66596 members 
Mstep: Class 10 contains 7981 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 13179 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 20510 members 
Mstep: Class 17 contains 86984 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11238 members 
Mstep: Class 20 contains 10615 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
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Iteration 152Q: 22 clusters Score -5.385306e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77137 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208962 members 
Mstep: Class 7 contains 37030 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 66588 members 
Mstep: Class 10 contains 7983 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 13196 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1445 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 20512 members 
Mstep: Class 17 contains 86984 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11242 members 
Mstep: Class 20 contains 10620 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853084.000000 Penalty: 45368.945312
Iteration 153Q: 22 clusters Score -5.385308e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77137 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208944 members 
Mstep: Class 7 contains 37030 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66578 members 
Mstep: Class 10 contains 7983 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 13215 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 8411 members 
Mstep: Class 16 contains 20516 members 
Mstep: Class 17 contains 86984 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 10623 members 
Mstep: Class 21 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853060.000000 Penalty: 45368.945312
Iteration 154Q: 22 clusters Score -5.385306e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77137 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208929 members 
Mstep: Class 7 contains 37030 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 66570 members 
Mstep: Class 10 contains 7983 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 13235 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 20514 members 
Mstep: Class 17 contains 86983 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11247 members 
Mstep: Class 20 contains 10624 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853052.000000 Penalty: 45368.945312
Iteration 155Q: 22 clusters Score -5.385305e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77137 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208914 members 
Mstep: Class 7 contains 37029 members 
Mstep: Class 8 contains 9328 members 
Mstep: Class 9 contains 66558 members 
Mstep: Class 10 contains 7981 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 13255 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 20517 members 
Mstep: Class 17 contains 86983 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11249 members 
Mstep: Class 20 contains 10623 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853044.000000 Penalty: 45368.945312
Iteration 156Q: 22 clusters Score -5.385304e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77137 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208904 members 
Mstep: Class 7 contains 37030 members 
Mstep: Class 8 contains 9330 members 
Mstep: Class 9 contains 66547 members 
Mstep: Class 10 contains 7982 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13264 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 20521 members 
Mstep: Class 17 contains 86982 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 10624 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853092.000000 Penalty: 45368.945312
Iteration 157Q: 22 clusters Score -5.385309e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 77137 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208890 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 9329 members 
Mstep: Class 9 contains 66547 members 
Mstep: Class 10 contains 7983 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13277 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 20521 members 
Mstep: Class 17 contains 86982 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11251 members 
Mstep: Class 20 contains 10623 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853116.000000 Penalty: 45368.945312
Iteration 158Q: 22 clusters Score -5.385312e+07 nChanged 32
Entering ConstructFrom: 
Score: -53853116.000000 Penalty: 45368.945312
Entering ConstructFrom: 
Trying to split cluster 1 (11064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Entering Unmasked Estep 
Score: -1038454.000000 Penalty: 1513.110962
	Iteration 0F: 2 clusters Score -1038454 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 5482 members 
Entering Unmasked Estep 
Score: -1030643.000000 Penalty: 3026.221924
	Iteration 0F: 3 clusters Score -1030643 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1033189.187500 Penalty: 3026.221924
	Iteration 1F: 3 clusters Score -1033189 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1033412.812500 Penalty: 3026.221924
	Iteration 2F: 3 clusters Score -1033413 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1033593.625000 Penalty: 3026.221924
	Iteration 3Q: 3 clusters Score -1033594 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1033765.375000 Penalty: 3026.221924
	Iteration 4Q: 3 clusters Score -1033765 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1033944.812500 Penalty: 3026.221924
	Iteration 5Q: 3 clusters Score -1033945 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1034170.062500 Penalty: 3026.221924
	Iteration 6Q: 3 clusters Score -1034170 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1034469.750000 Penalty: 3026.221924
	Iteration 7Q: 3 clusters Score -1034470 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1034853.750000 Penalty: 3026.221924
	Iteration 8Q: 3 clusters Score -1034854 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1035259.062500 Penalty: 3026.221924
	Iteration 9Q: 3 clusters Score -1035259 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1035669.062500 Penalty: 3026.221924
	Iteration 10Q: 3 clusters Score -1035669 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1036069.125000 Penalty: 3026.221924
	Iteration 11Q: 3 clusters Score -1036069 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1036385.937500 Penalty: 3026.221924
	Iteration 12Q: 3 clusters Score -1036386 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1036609.000000 Penalty: 3026.221924
	Iteration 13Q: 3 clusters Score -1036609 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1036736.437500 Penalty: 3026.221924
	Iteration 14Q: 3 clusters Score -1036736 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1036826.000000 Penalty: 3026.221924
	Iteration 15Q: 3 clusters Score -1036826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1036886.312500 Penalty: 3026.221924
	Iteration 16Q: 3 clusters Score -1036886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1036938.625000 Penalty: 3026.221924
	Iteration 17Q: 3 clusters Score -1036939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1036973.187500 Penalty: 3026.221924
	Iteration 18Q: 3 clusters Score -1036973 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1036998.750000 Penalty: 3026.221924
	Iteration 19Q: 3 clusters Score -1036999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1037017.312500 Penalty: 3026.221924
	Iteration 20F: 3 clusters Score -1037017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1037035.437500 Penalty: 3026.221924
	Iteration 21Q: 3 clusters Score -1037035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1037057.000000 Penalty: 3026.221924
	Iteration 22Q: 3 clusters Score -1037057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1037067.000000 Penalty: 3026.221924
	Iteration 23Q: 3 clusters Score -1037067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1037087.687500 Penalty: 3026.221924
	Iteration 24Q: 3 clusters Score -1037088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1037106.875000 Penalty: 3026.221924
	Iteration 25Q: 3 clusters Score -1037107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1037127.687500 Penalty: 3026.221924
	Iteration 26Q: 3 clusters Score -1037128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1037139.875000 Penalty: 3026.221924
	Iteration 27Q: 3 clusters Score -1037140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1037157.937500 Penalty: 3026.221924
	Iteration 28Q: 3 clusters Score -1037158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1037167.250000 Penalty: 3026.221924
	Iteration 29Q: 3 clusters Score -1037167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1037175.750000 Penalty: 3026.221924
	Iteration 30Q: 3 clusters Score -1037176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1037180.500000 Penalty: 3026.221924
	Iteration 31Q: 3 clusters Score -1037180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1037182.187500 Penalty: 3026.221924
	Iteration 32Q: 3 clusters Score -1037182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1037191.125000 Penalty: 3026.221924
	Iteration 33Q: 3 clusters Score -1037191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1037201.125000 Penalty: 3026.221924
	Iteration 34Q: 3 clusters Score -1037201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1037206.750000 Penalty: 3026.221924
	Iteration 35Q: 3 clusters Score -1037207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1037207.937500 Penalty: 3026.221924
	Iteration 36Q: 3 clusters Score -1037208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1037210.062500 Penalty: 3026.221924
	Iteration 37Q: 3 clusters Score -1037210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1037210.062500 Penalty: 3026.221924
	Iteration 38F: 3 clusters Score -1037210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Entering Unmasked Estep 
Score: -386422.406250 Penalty: 1350.961182
	Iteration 0F: 2 clusters Score -386422.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -383069.093750 Penalty: 2701.922363
	Iteration 0F: 3 clusters Score -383069.1 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -383949.906250 Penalty: 2701.922363
	Iteration 1F: 3 clusters Score -383949.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -384127.406250 Penalty: 2701.922363
	Iteration 2F: 3 clusters Score -384127.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -384263.218750 Penalty: 2701.922363
	Iteration 3F: 3 clusters Score -384263.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -384427.406250 Penalty: 2701.922363
	Iteration 4Q: 3 clusters Score -384427.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -384612.625000 Penalty: 2701.922363
	Iteration 5Q: 3 clusters Score -384612.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -384873.843750 Penalty: 2701.922363
	Iteration 6Q: 3 clusters Score -384873.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -385187.000000 Penalty: 2701.922363
	Iteration 7F: 3 clusters Score -385187 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -385459.781250 Penalty: 2701.922363
	Iteration 8F: 3 clusters Score -385459.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -385685.468750 Penalty: 2701.922363
	Iteration 9Q: 3 clusters Score -385685.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -385874.562500 Penalty: 2701.922363
	Iteration 10Q: 3 clusters Score -385874.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -386053.718750 Penalty: 2701.922363
	Iteration 11Q: 3 clusters Score -386053.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -386208.031250 Penalty: 2701.922363
	Iteration 12Q: 3 clusters Score -386208 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -386275.250000 Penalty: 2701.922363
	Iteration 13Q: 3 clusters Score -386275.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -386316.468750 Penalty: 2701.922363
	Iteration 14Q: 3 clusters Score -386316.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -386327.937500 Penalty: 2701.922363
	Iteration 15Q: 3 clusters Score -386327.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -386330.937500 Penalty: 2701.922363
	Iteration 16Q: 3 clusters Score -386330.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -386331.343750 Penalty: 2701.922363
	Iteration 17Q: 3 clusters Score -386331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -386332.187500 Penalty: 2701.922363
	Iteration 18Q: 3 clusters Score -386332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -386333.218750 Penalty: 2701.922363
	Iteration 19Q: 3 clusters Score -386333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -386334.281250 Penalty: 2701.922363
	Iteration 20F: 3 clusters Score -386334.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Entering Unmasked Estep 
Score: -7626521.000000 Penalty: 1828.667358
	Iteration 0F: 2 clusters Score -7626521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -7575398.000000 Penalty: 3657.334717
	Iteration 0F: 3 clusters Score -7575398 nChanged 36731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -7596503.500000 Penalty: 3657.334717
	Iteration 1F: 3 clusters Score -7596504 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7597020.500000 Penalty: 3657.334717
	Iteration 2Q: 3 clusters Score -7597020 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -7597618.000000 Penalty: 3657.334717
	Iteration 3Q: 3 clusters Score -7597618 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7598319.500000 Penalty: 3657.334717
	Iteration 4Q: 3 clusters Score -7598320 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -7599016.500000 Penalty: 3657.334717
	Iteration 5Q: 3 clusters Score -7599016 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -7599968.500000 Penalty: 3657.334717
	Iteration 6Q: 3 clusters Score -7599968 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -7601132.000000 Penalty: 3657.334717
	Iteration 7Q: 3 clusters Score -7601132 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -7602586.500000 Penalty: 3657.334717
	Iteration 8Q: 3 clusters Score -7602586 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -7604553.000000 Penalty: 3657.334717
	Iteration 9Q: 3 clusters Score -7604553 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -7606985.500000 Penalty: 3657.334717
	Iteration 10F: 3 clusters Score -7606986 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -7609582.500000 Penalty: 3657.334717
	Iteration 11F: 3 clusters Score -7609582 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -7611738.000000 Penalty: 3657.334717
	Iteration 12Q: 3 clusters Score -7611738 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -7613036.000000 Penalty: 3657.334717
	Iteration 13Q: 3 clusters Score -7613036 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -7613850.000000 Penalty: 3657.334717
	Iteration 14Q: 3 clusters Score -7613850 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -7614470.500000 Penalty: 3657.334717
	Iteration 15Q: 3 clusters Score -7614470 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -7614988.000000 Penalty: 3657.334717
	Iteration 16Q: 3 clusters Score -7614988 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -7615602.500000 Penalty: 3657.334717
	Iteration 17Q: 3 clusters Score -7615602 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -7616323.500000 Penalty: 3657.334717
	Iteration 18Q: 3 clusters Score -7616324 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -7617014.000000 Penalty: 3657.334717
	Iteration 19Q: 3 clusters Score -7617014 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -7617751.000000 Penalty: 3657.334717
	Iteration 20F: 3 clusters Score -7617751 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -7618526.500000 Penalty: 3657.334717
	Iteration 21Q: 3 clusters Score -7618526 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 68626 members 
Entering Unmasked Estep 
Score: -7619368.000000 Penalty: 3657.334717
	Iteration 22Q: 3 clusters Score -7619368 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -7620138.000000 Penalty: 3657.334717
	Iteration 23Q: 3 clusters Score -7620138 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 71565 members 
Entering Unmasked Estep 
Score: -7621017.500000 Penalty: 3657.334717
	Iteration 24Q: 3 clusters Score -7621018 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -7621897.500000 Penalty: 3657.334717
	Iteration 25Q: 3 clusters Score -7621898 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -7622759.000000 Penalty: 3657.334717
	Iteration 26Q: 3 clusters Score -7622759 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -7623588.500000 Penalty: 3657.334717
	Iteration 27Q: 3 clusters Score -7623588 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -7624247.500000 Penalty: 3657.334717
	Iteration 28Q: 3 clusters Score -7624248 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -7624585.500000 Penalty: 3657.334717
	Iteration 29Q: 3 clusters Score -7624586 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -7624759.000000 Penalty: 3657.334717
	Iteration 30Q: 3 clusters Score -7624759 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 76781 members 
Entering Unmasked Estep 
Score: -7624845.000000 Penalty: 3657.334717
	Iteration 31Q: 3 clusters Score -7624845 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 76838 members 
Entering Unmasked Estep 
Score: -7624902.000000 Penalty: 3657.334717
	Iteration 32Q: 3 clusters Score -7624902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
Score: -7624947.500000 Penalty: 3657.334717
	Iteration 33Q: 3 clusters Score -7624948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -7624979.500000 Penalty: 3657.334717
	Iteration 34Q: 3 clusters Score -7624980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -7624992.000000 Penalty: 3657.334717
	Iteration 35Q: 3 clusters Score -7624992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -7625003.000000 Penalty: 3657.334717
	Iteration 36Q: 3 clusters Score -7625003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -7625010.500000 Penalty: 3657.334717
	Iteration 37Q: 3 clusters Score -7625010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -7625016.500000 Penalty: 3657.334717
	Iteration 38Q: 3 clusters Score -7625016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -7625011.500000 Penalty: 3657.334717
	Iteration 39Q: 3 clusters Score -7625012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -7625011.500000 Penalty: 3657.334717
	Iteration 40F: 3 clusters Score -7625012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Entering Unmasked Estep 
Score: -573901.375000 Penalty: 1425.322510
	Iteration 0F: 2 clusters Score -573901.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -569041.687500 Penalty: 2850.645020
	Iteration 0F: 3 clusters Score -569041.7 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -570557.625000 Penalty: 2850.645020
	Iteration 1F: 3 clusters Score -570557.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -570868.625000 Penalty: 2850.645020
	Iteration 2F: 3 clusters Score -570868.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -571221.437500 Penalty: 2850.645020
	Iteration 3F: 3 clusters Score -571221.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -571641.750000 Penalty: 2850.645020
	Iteration 4F: 3 clusters Score -571641.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -572075.000000 Penalty: 2850.645020
	Iteration 5F: 3 clusters Score -572075 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -572475.437500 Penalty: 2850.645020
	Iteration 6F: 3 clusters Score -572475.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -572775.625000 Penalty: 2850.645020
	Iteration 7F: 3 clusters Score -572775.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -572955.000000 Penalty: 2850.645020
	Iteration 8Q: 3 clusters Score -572955 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -573065.437500 Penalty: 2850.645020
	Iteration 9Q: 3 clusters Score -573065.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -573158.687500 Penalty: 2850.645020
	Iteration 10Q: 3 clusters Score -573158.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -573227.000000 Penalty: 2850.645020
	Iteration 11Q: 3 clusters Score -573227 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -573277.000000 Penalty: 2850.645020
	Iteration 12Q: 3 clusters Score -573277 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -573331.500000 Penalty: 2850.645020
	Iteration 13Q: 3 clusters Score -573331.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -573382.375000 Penalty: 2850.645020
	Iteration 14Q: 3 clusters Score -573382.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -573421.500000 Penalty: 2850.645020
	Iteration 15Q: 3 clusters Score -573421.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -573452.312500 Penalty: 2850.645020
	Iteration 16Q: 3 clusters Score -573452.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -573488.687500 Penalty: 2850.645020
	Iteration 17Q: 3 clusters Score -573488.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -573517.250000 Penalty: 2850.645020
	Iteration 18Q: 3 clusters Score -573517.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -573536.562500 Penalty: 2850.645020
	Iteration 19Q: 3 clusters Score -573536.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -573549.625000 Penalty: 2850.645020
	Iteration 20F: 3 clusters Score -573549.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -573560.000000 Penalty: 2850.645020
	Iteration 21Q: 3 clusters Score -573560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -573568.687500 Penalty: 2850.645020
	Iteration 22Q: 3 clusters Score -573568.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -573572.062500 Penalty: 2850.645020
	Iteration 23Q: 3 clusters Score -573572.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -573576.687500 Penalty: 2850.645020
	Iteration 24Q: 3 clusters Score -573576.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -573579.875000 Penalty: 2850.645020
	Iteration 25Q: 3 clusters Score -573579.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -573583.187500 Penalty: 2850.645020
	Iteration 26Q: 3 clusters Score -573583.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -573587.062500 Penalty: 2850.645020
	Iteration 27Q: 3 clusters Score -573587.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -573589.937500 Penalty: 2850.645020
	Iteration 28Q: 3 clusters Score -573589.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -573593.875000 Penalty: 2850.645020
	Iteration 29Q: 3 clusters Score -573593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -573594.437500 Penalty: 2850.645020
	Iteration 30Q: 3 clusters Score -573594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -573597.375000 Penalty: 2850.645020
	Iteration 31Q: 3 clusters Score -573597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -573598.437500 Penalty: 2850.645020
	Iteration 32Q: 3 clusters Score -573598.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -573599.812500 Penalty: 2850.645020
	Iteration 33Q: 3 clusters Score -573599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -573600.125000 Penalty: 2850.645020
	Iteration 34Q: 3 clusters Score -573600.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -573600.125000 Penalty: 2850.645020
	Iteration 35F: 3 clusters Score -573600.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -202524.765625 Penalty: 1258.351807
	Iteration 0F: 2 clusters Score -202524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -200257.109375 Penalty: 2516.703613
	Iteration 0F: 3 clusters Score -200257.1 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -200862.281250 Penalty: 2516.703613
	Iteration 1F: 3 clusters Score -200862.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -201149.906250 Penalty: 2516.703613
	Iteration 2F: 3 clusters Score -201149.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -201343.640625 Penalty: 2516.703613
	Iteration 3F: 3 clusters Score -201343.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -201526.437500 Penalty: 2516.703613
	Iteration 4F: 3 clusters Score -201526.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -201687.671875 Penalty: 2516.703613
	Iteration 5F: 3 clusters Score -201687.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -201773.484375 Penalty: 2516.703613
	Iteration 6Q: 3 clusters Score -201773.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -201810.125000 Penalty: 2516.703613
	Iteration 7Q: 3 clusters Score -201810.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -201836.640625 Penalty: 2516.703613
	Iteration 8Q: 3 clusters Score -201836.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -201850.015625 Penalty: 2516.703613
	Iteration 9Q: 3 clusters Score -201850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -201861.921875 Penalty: 2516.703613
	Iteration 10Q: 3 clusters Score -201861.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -201869.140625 Penalty: 2516.703613
	Iteration 11Q: 3 clusters Score -201869.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -201876.171875 Penalty: 2516.703613
	Iteration 12Q: 3 clusters Score -201876.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -201879.390625 Penalty: 2516.703613
	Iteration 13Q: 3 clusters Score -201879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -201884.171875 Penalty: 2516.703613
	Iteration 14Q: 3 clusters Score -201884.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -201887.453125 Penalty: 2516.703613
	Iteration 15Q: 3 clusters Score -201887.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -201891.546875 Penalty: 2516.703613
	Iteration 16Q: 3 clusters Score -201891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -201894.812500 Penalty: 2516.703613
	Iteration 17Q: 3 clusters Score -201894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -201895.750000 Penalty: 2516.703613
	Iteration 18Q: 3 clusters Score -201895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -201896.484375 Penalty: 2516.703613
	Iteration 19Q: 3 clusters Score -201896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -201896.484375 Penalty: 2516.703613
	Iteration 20F: 3 clusters Score -201896.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (208872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208872 members 
Entering Unmasked Estep 
Score: -19113012.000000 Penalty: 1990.540039
	Iteration 0F: 2 clusters Score -1.911301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104374 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -18974112.000000 Penalty: 3981.080078
	Iteration 0F: 3 clusters Score -1.897411e+07 nChanged 101773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105713 members 
Mstep: Class 2 contains 103159 members 
Entering Unmasked Estep 
Score: -19035142.000000 Penalty: 3981.080078
	Iteration 1F: 3 clusters Score -1.903514e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 102194 members 
Entering Unmasked Estep 
Score: -19036882.000000 Penalty: 3981.080078
	Iteration 2Q: 3 clusters Score -1.903688e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108210 members 
Mstep: Class 2 contains 100662 members 
Entering Unmasked Estep 
Score: -19038982.000000 Penalty: 3981.080078
	Iteration 3Q: 3 clusters Score -1.903898e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -19041924.000000 Penalty: 3981.080078
	Iteration 4Q: 3 clusters Score -1.904192e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113004 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -19045554.000000 Penalty: 3981.080078
	Iteration 5Q: 3 clusters Score -1.904555e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116350 members 
Mstep: Class 2 contains 92522 members 
Entering Unmasked Estep 
Score: -19050210.000000 Penalty: 3981.080078
	Iteration 6Q: 3 clusters Score -1.905021e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119998 members 
Mstep: Class 2 contains 88874 members 
Entering Unmasked Estep 
Score: -19055940.000000 Penalty: 3981.080078
	Iteration 7F: 3 clusters Score -1.905594e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123753 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -19063084.000000 Penalty: 3981.080078
	Iteration 8F: 3 clusters Score -1.906308e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127025 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -19072046.000000 Penalty: 3981.080078
	Iteration 9F: 3 clusters Score -1.907205e+07 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129556 members 
Mstep: Class 2 contains 79316 members 
Entering Unmasked Estep 
Score: -19079950.000000 Penalty: 3981.080078
	Iteration 10F: 3 clusters Score -1.907995e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131583 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -19084430.000000 Penalty: 3981.080078
	Iteration 11Q: 3 clusters Score -1.908443e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133575 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -19086238.000000 Penalty: 3981.080078
	Iteration 12Q: 3 clusters Score -1.908624e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135638 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -19087524.000000 Penalty: 3981.080078
	Iteration 13Q: 3 clusters Score -1.908752e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137634 members 
Mstep: Class 2 contains 71238 members 
Entering Unmasked Estep 
Score: -19088568.000000 Penalty: 3981.080078
	Iteration 14Q: 3 clusters Score -1.908857e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139621 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -19089486.000000 Penalty: 3981.080078
	Iteration 15Q: 3 clusters Score -1.908949e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141644 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -19090304.000000 Penalty: 3981.080078
	Iteration 16Q: 3 clusters Score -1.90903e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143716 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
Score: -19091124.000000 Penalty: 3981.080078
	Iteration 17Q: 3 clusters Score -1.909112e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145785 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -19091758.000000 Penalty: 3981.080078
	Iteration 18Q: 3 clusters Score -1.909176e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147909 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -19092338.000000 Penalty: 3981.080078
	Iteration 19Q: 3 clusters Score -1.909234e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150044 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -19093028.000000 Penalty: 3981.080078
	Iteration 20F: 3 clusters Score -1.909303e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152203 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -19093684.000000 Penalty: 3981.080078
	Iteration 21Q: 3 clusters Score -1.909368e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154321 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -19094202.000000 Penalty: 3981.080078
	Iteration 22Q: 3 clusters Score -1.90942e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156403 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -19094558.000000 Penalty: 3981.080078
	Iteration 23Q: 3 clusters Score -1.909456e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158505 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -19095048.000000 Penalty: 3981.080078
	Iteration 24Q: 3 clusters Score -1.909505e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160676 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -19095438.000000 Penalty: 3981.080078
	Iteration 25Q: 3 clusters Score -1.909544e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162771 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -19095874.000000 Penalty: 3981.080078
	Iteration 26Q: 3 clusters Score -1.909587e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164834 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -19096328.000000 Penalty: 3981.080078
	Iteration 27Q: 3 clusters Score -1.909633e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166935 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -19096714.000000 Penalty: 3981.080078
	Iteration 28Q: 3 clusters Score -1.909671e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169112 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -19097060.000000 Penalty: 3981.080078
	Iteration 29Q: 3 clusters Score -1.909706e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171290 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -19097676.000000 Penalty: 3981.080078
	Iteration 30Q: 3 clusters Score -1.909768e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173485 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -19098252.000000 Penalty: 3981.080078
	Iteration 31Q: 3 clusters Score -1.909825e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175711 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -19098726.000000 Penalty: 3981.080078
	Iteration 32Q: 3 clusters Score -1.909873e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177987 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -19099216.000000 Penalty: 3981.080078
	Iteration 33Q: 3 clusters Score -1.909922e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180275 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -19099848.000000 Penalty: 3981.080078
	Iteration 34Q: 3 clusters Score -1.909985e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182562 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -19100424.000000 Penalty: 3981.080078
	Iteration 35Q: 3 clusters Score -1.910042e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184813 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -19101210.000000 Penalty: 3981.080078
	Iteration 36Q: 3 clusters Score -1.910121e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187063 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -19101922.000000 Penalty: 3981.080078
	Iteration 37Q: 3 clusters Score -1.910192e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189356 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -19102632.000000 Penalty: 3981.080078
	Iteration 38Q: 3 clusters Score -1.910263e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191638 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -19103468.000000 Penalty: 3981.080078
	Iteration 39Q: 3 clusters Score -1.910347e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193859 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -19104510.000000 Penalty: 3981.080078
	Iteration 40F: 3 clusters Score -1.910451e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196005 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -19105254.000000 Penalty: 3981.080078
	Iteration 41Q: 3 clusters Score -1.910525e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198012 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -19106170.000000 Penalty: 3981.080078
	Iteration 42Q: 3 clusters Score -1.910617e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199941 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -19107080.000000 Penalty: 3981.080078
	Iteration 43Q: 3 clusters Score -1.910708e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201736 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -19107996.000000 Penalty: 3981.080078
	Iteration 44Q: 3 clusters Score -1.9108e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203320 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -19108696.000000 Penalty: 3981.080078
	Iteration 45Q: 3 clusters Score -1.91087e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204562 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -19109332.000000 Penalty: 3981.080078
	Iteration 46Q: 3 clusters Score -1.910933e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205577 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -19109916.000000 Penalty: 3981.080078
	Iteration 47Q: 3 clusters Score -1.910992e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206331 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -19110314.000000 Penalty: 3981.080078
	Iteration 48Q: 3 clusters Score -1.911031e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206900 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -19110588.000000 Penalty: 3981.080078
	Iteration 49Q: 3 clusters Score -1.911059e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207309 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -19110800.000000 Penalty: 3981.080078
	Iteration 50Q: 3 clusters Score -1.91108e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207626 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19110948.000000 Penalty: 3981.080078
	Iteration 51Q: 3 clusters Score -1.911095e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207814 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -19111034.000000 Penalty: 3981.080078
	Iteration 52Q: 3 clusters Score -1.911103e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207933 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -19111104.000000 Penalty: 3981.080078
	Iteration 53Q: 3 clusters Score -1.91111e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208036 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -19111164.000000 Penalty: 3981.080078
	Iteration 54Q: 3 clusters Score -1.911116e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208106 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -19111180.000000 Penalty: 3981.080078
	Iteration 55Q: 3 clusters Score -1.911118e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208153 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -19111226.000000 Penalty: 3981.080078
	Iteration 56Q: 3 clusters Score -1.911123e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208200 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -19111254.000000 Penalty: 3981.080078
	Iteration 57Q: 3 clusters Score -1.911125e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208233 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -19111300.000000 Penalty: 3981.080078
	Iteration 58Q: 3 clusters Score -1.91113e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208252 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -19111310.000000 Penalty: 3981.080078
	Iteration 59Q: 3 clusters Score -1.911131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208259 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -19111310.000000 Penalty: 3981.080078
	Iteration 60F: 3 clusters Score -1.911131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208267 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -19111300.000000 Penalty: 3981.080078
	Iteration 61Q: 3 clusters Score -1.91113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208279 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -19111292.000000 Penalty: 3981.080078
	Iteration 62Q: 3 clusters Score -1.911129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208291 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -19111296.000000 Penalty: 3981.080078
	Iteration 63Q: 3 clusters Score -1.91113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208302 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -19111312.000000 Penalty: 3981.080078
	Iteration 64Q: 3 clusters Score -1.911131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208311 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -19111330.000000 Penalty: 3981.080078
	Iteration 65Q: 3 clusters Score -1.911133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208319 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -19111322.000000 Penalty: 3981.080078
	Iteration 66Q: 3 clusters Score -1.911132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208324 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -19111336.000000 Penalty: 3981.080078
	Iteration 67Q: 3 clusters Score -1.911134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208331 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -19111336.000000 Penalty: 3981.080078
	Iteration 68Q: 3 clusters Score -1.911134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208336 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -19111326.000000 Penalty: 3981.080078
	Iteration 69Q: 3 clusters Score -1.911133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208339 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -19111334.000000 Penalty: 3981.080078
	Iteration 70Q: 3 clusters Score -1.911133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208341 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -19111324.000000 Penalty: 3981.080078
	Iteration 71Q: 3 clusters Score -1.911132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208342 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -19111328.000000 Penalty: 3981.080078
	Iteration 72Q: 3 clusters Score -1.911133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208343 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -19111334.000000 Penalty: 3981.080078
	Iteration 73Q: 3 clusters Score -1.911133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208343 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -19111334.000000 Penalty: 3981.080078
	Iteration 74F: 3 clusters Score -1.911133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Entering Unmasked Estep 
Score: -3652842.250000 Penalty: 1709.411743
	Iteration 0F: 2 clusters Score -3652842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3628002.000000 Penalty: 3418.823486
	Iteration 0F: 3 clusters Score -3628002 nChanged 17218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -3637556.500000 Penalty: 3418.823486
	Iteration 1F: 3 clusters Score -3637556 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3638131.500000 Penalty: 3418.823486
	Iteration 2Q: 3 clusters Score -3638132 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3638785.250000 Penalty: 3418.823486
	Iteration 3Q: 3 clusters Score -3638785 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3639629.750000 Penalty: 3418.823486
	Iteration 4F: 3 clusters Score -3639630 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -3640676.750000 Penalty: 3418.823486
	Iteration 5F: 3 clusters Score -3640677 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3641978.500000 Penalty: 3418.823486
	Iteration 6F: 3 clusters Score -3641978 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3643593.750000 Penalty: 3418.823486
	Iteration 7F: 3 clusters Score -3643594 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3645343.000000 Penalty: 3418.823486
	Iteration 8F: 3 clusters Score -3645343 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -3647048.750000 Penalty: 3418.823486
	Iteration 9F: 3 clusters Score -3647049 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -3648472.500000 Penalty: 3418.823486
	Iteration 10F: 3 clusters Score -3648472 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -3649603.000000 Penalty: 3418.823486
	Iteration 11Q: 3 clusters Score -3649603 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -3650410.250000 Penalty: 3418.823486
	Iteration 12Q: 3 clusters Score -3650410 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -3650989.750000 Penalty: 3418.823486
	Iteration 13Q: 3 clusters Score -3650990 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -3651389.750000 Penalty: 3418.823486
	Iteration 14Q: 3 clusters Score -3651390 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -3651562.500000 Penalty: 3418.823486
	Iteration 15Q: 3 clusters Score -3651562 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -3651721.000000 Penalty: 3418.823486
	Iteration 16Q: 3 clusters Score -3651721 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -3651838.750000 Penalty: 3418.823486
	Iteration 17Q: 3 clusters Score -3651839 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -3651933.000000 Penalty: 3418.823486
	Iteration 18Q: 3 clusters Score -3651933 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -3651993.250000 Penalty: 3418.823486
	Iteration 19Q: 3 clusters Score -3651993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -3652036.250000 Penalty: 3418.823486
	Iteration 20F: 3 clusters Score -3652036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -3652057.250000 Penalty: 3418.823486
	Iteration 21Q: 3 clusters Score -3652057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -3652065.500000 Penalty: 3418.823486
	Iteration 22Q: 3 clusters Score -3652066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -3652086.000000 Penalty: 3418.823486
	Iteration 23Q: 3 clusters Score -3652086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -3652092.500000 Penalty: 3418.823486
	Iteration 24Q: 3 clusters Score -3652092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -3652098.750000 Penalty: 3418.823486
	Iteration 25Q: 3 clusters Score -3652099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -3652100.250000 Penalty: 3418.823486
	Iteration 26Q: 3 clusters Score -3652100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -3652104.250000 Penalty: 3418.823486
	Iteration 27Q: 3 clusters Score -3652104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -3652103.500000 Penalty: 3418.823486
	Iteration 28Q: 3 clusters Score -3652104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -3652105.250000 Penalty: 3418.823486
	Iteration 29Q: 3 clusters Score -3652105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -3652110.500000 Penalty: 3418.823486
	Iteration 30Q: 3 clusters Score -3652110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -3652112.250000 Penalty: 3418.823486
	Iteration 31Q: 3 clusters Score -3652112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -3652116.750000 Penalty: 3418.823486
	Iteration 32Q: 3 clusters Score -3652117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -3652115.250000 Penalty: 3418.823486
	Iteration 33Q: 3 clusters Score -3652115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -3652113.500000 Penalty: 3418.823486
	Iteration 34Q: 3 clusters Score -3652114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -3652113.500000 Penalty: 3418.823486
	Iteration 35F: 3 clusters Score -3652114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Entering Unmasked Estep 
Score: -869856.312500 Penalty: 1485.376099
	Iteration 0F: 2 clusters Score -869856.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -863065.875000 Penalty: 2970.752197
	Iteration 0F: 3 clusters Score -863065.9 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -865239.875000 Penalty: 2970.752197
	Iteration 1F: 3 clusters Score -865239.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -865450.937500 Penalty: 2970.752197
	Iteration 2F: 3 clusters Score -865450.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -865607.875000 Penalty: 2970.752197
	Iteration 3Q: 3 clusters Score -865607.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -865751.125000 Penalty: 2970.752197
	Iteration 4Q: 3 clusters Score -865751.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -865902.687500 Penalty: 2970.752197
	Iteration 5Q: 3 clusters Score -865902.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -866051.312500 Penalty: 2970.752197
	Iteration 6Q: 3 clusters Score -866051.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -866207.250000 Penalty: 2970.752197
	Iteration 7Q: 3 clusters Score -866207.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -866412.250000 Penalty: 2970.752197
	Iteration 8Q: 3 clusters Score -866412.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -866662.687500 Penalty: 2970.752197
	Iteration 9Q: 3 clusters Score -866662.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -867000.875000 Penalty: 2970.752197
	Iteration 10F: 3 clusters Score -867000.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -867403.375000 Penalty: 2970.752197
	Iteration 11F: 3 clusters Score -867403.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -867746.625000 Penalty: 2970.752197
	Iteration 12Q: 3 clusters Score -867746.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -868027.375000 Penalty: 2970.752197
	Iteration 13Q: 3 clusters Score -868027.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -868252.437500 Penalty: 2970.752197
	Iteration 14Q: 3 clusters Score -868252.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -868380.062500 Penalty: 2970.752197
	Iteration 15Q: 3 clusters Score -868380.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -868435.312500 Penalty: 2970.752197
	Iteration 16Q: 3 clusters Score -868435.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -868472.312500 Penalty: 2970.752197
	Iteration 17Q: 3 clusters Score -868472.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -868503.562500 Penalty: 2970.752197
	Iteration 18Q: 3 clusters Score -868503.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -868525.437500 Penalty: 2970.752197
	Iteration 19Q: 3 clusters Score -868525.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -868553.875000 Penalty: 2970.752197
	Iteration 20F: 3 clusters Score -868553.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -868568.562500 Penalty: 2970.752197
	Iteration 21Q: 3 clusters Score -868568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -868570.062500 Penalty: 2970.752197
	Iteration 22Q: 3 clusters Score -868570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -868570.250000 Penalty: 2970.752197
	Iteration 23Q: 3 clusters Score -868570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -868570.250000 Penalty: 2970.752197
	Iteration 24F: 3 clusters Score -868570.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Entering Unmasked Estep 
Score: -6056045.500000 Penalty: 1804.665527
	Iteration 0F: 2 clusters Score -6056046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -6011475.500000 Penalty: 3609.331055
	Iteration 0F: 3 clusters Score -6011476 nChanged 31433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -6029997.000000 Penalty: 3609.331055
	Iteration 1F: 3 clusters Score -6029997 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -6031140.500000 Penalty: 3609.331055
	Iteration 2Q: 3 clusters Score -6031140 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -6032752.000000 Penalty: 3609.331055
	Iteration 3F: 3 clusters Score -6032752 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -6035238.500000 Penalty: 3609.331055
	Iteration 4F: 3 clusters Score -6035238 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -6038711.500000 Penalty: 3609.331055
	Iteration 5F: 3 clusters Score -6038712 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -6043004.000000 Penalty: 3609.331055
	Iteration 6F: 3 clusters Score -6043004 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -6046822.500000 Penalty: 3609.331055
	Iteration 7F: 3 clusters Score -6046822 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -6049385.000000 Penalty: 3609.331055
	Iteration 8Q: 3 clusters Score -6049385 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -6050909.500000 Penalty: 3609.331055
	Iteration 9Q: 3 clusters Score -6050910 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -6051764.500000 Penalty: 3609.331055
	Iteration 10Q: 3 clusters Score -6051764 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -6052328.500000 Penalty: 3609.331055
	Iteration 11Q: 3 clusters Score -6052328 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -6052722.500000 Penalty: 3609.331055
	Iteration 12Q: 3 clusters Score -6052722 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -6053031.500000 Penalty: 3609.331055
	Iteration 13Q: 3 clusters Score -6053032 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -6053273.000000 Penalty: 3609.331055
	Iteration 14Q: 3 clusters Score -6053273 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -6053454.000000 Penalty: 3609.331055
	Iteration 15Q: 3 clusters Score -6053454 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -6053617.500000 Penalty: 3609.331055
	Iteration 16Q: 3 clusters Score -6053618 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -6053762.500000 Penalty: 3609.331055
	Iteration 17Q: 3 clusters Score -6053762 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -6053892.000000 Penalty: 3609.331055
	Iteration 18Q: 3 clusters Score -6053892 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -6053973.500000 Penalty: 3609.331055
	Iteration 19Q: 3 clusters Score -6053974 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -6054078.000000 Penalty: 3609.331055
	Iteration 20F: 3 clusters Score -6054078 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -6054185.500000 Penalty: 3609.331055
	Iteration 21Q: 3 clusters Score -6054186 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6054255.000000 Penalty: 3609.331055
	Iteration 22Q: 3 clusters Score -6054255 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6054354.000000 Penalty: 3609.331055
	Iteration 23Q: 3 clusters Score -6054354 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6054420.500000 Penalty: 3609.331055
	Iteration 24Q: 3 clusters Score -6054420 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6054442.000000 Penalty: 3609.331055
	Iteration 25Q: 3 clusters Score -6054442 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6054482.000000 Penalty: 3609.331055
	Iteration 26Q: 3 clusters Score -6054482 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6054512.500000 Penalty: 3609.331055
	Iteration 27Q: 3 clusters Score -6054512 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6054560.000000 Penalty: 3609.331055
	Iteration 28Q: 3 clusters Score -6054560 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6054587.500000 Penalty: 3609.331055
	Iteration 29Q: 3 clusters Score -6054588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6054603.000000 Penalty: 3609.331055
	Iteration 30Q: 3 clusters Score -6054603 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6054631.000000 Penalty: 3609.331055
	Iteration 31Q: 3 clusters Score -6054631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6054648.500000 Penalty: 3609.331055
	Iteration 32Q: 3 clusters Score -6054648 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64822 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6054658.000000 Penalty: 3609.331055
	Iteration 33Q: 3 clusters Score -6054658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6054664.500000 Penalty: 3609.331055
	Iteration 34Q: 3 clusters Score -6054664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6054694.000000 Penalty: 3609.331055
	Iteration 35Q: 3 clusters Score -6054694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6054698.000000 Penalty: 3609.331055
	Iteration 36Q: 3 clusters Score -6054698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64941 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6054696.000000 Penalty: 3609.331055
	Iteration 37Q: 3 clusters Score -6054696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64966 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6054713.000000 Penalty: 3609.331055
	Iteration 38Q: 3 clusters Score -6054713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6054703.500000 Penalty: 3609.331055
	Iteration 39Q: 3 clusters Score -6054704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6054715.000000 Penalty: 3609.331055
	Iteration 40F: 3 clusters Score -6054715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6054717.000000 Penalty: 3609.331055
	Iteration 41Q: 3 clusters Score -6054717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6054722.000000 Penalty: 3609.331055
	Iteration 42Q: 3 clusters Score -6054722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6054726.500000 Penalty: 3609.331055
	Iteration 43Q: 3 clusters Score -6054726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6054729.000000 Penalty: 3609.331055
	Iteration 44Q: 3 clusters Score -6054729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6054734.500000 Penalty: 3609.331055
	Iteration 45Q: 3 clusters Score -6054734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6054740.000000 Penalty: 3609.331055
	Iteration 46Q: 3 clusters Score -6054740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6054741.500000 Penalty: 3609.331055
	Iteration 47Q: 3 clusters Score -6054742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6054747.000000 Penalty: 3609.331055
	Iteration 48Q: 3 clusters Score -6054747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6054751.000000 Penalty: 3609.331055
	Iteration 49Q: 3 clusters Score -6054751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6054751.500000 Penalty: 3609.331055
	Iteration 50Q: 3 clusters Score -6054752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6054754.500000 Penalty: 3609.331055
	Iteration 51Q: 3 clusters Score -6054754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6054756.000000 Penalty: 3609.331055
	Iteration 52Q: 3 clusters Score -6054756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6054759.500000 Penalty: 3609.331055
	Iteration 53Q: 3 clusters Score -6054760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6054757.000000 Penalty: 3609.331055
	Iteration 54Q: 3 clusters Score -6054757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6054754.500000 Penalty: 3609.331055
	Iteration 55Q: 3 clusters Score -6054754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6054761.500000 Penalty: 3609.331055
	Iteration 56Q: 3 clusters Score -6054762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65165 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6054758.000000 Penalty: 3609.331055
	Iteration 57Q: 3 clusters Score -6054758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6054757.000000 Penalty: 3609.331055
	Iteration 58Q: 3 clusters Score -6054757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6054751.500000 Penalty: 3609.331055
	Iteration 59Q: 3 clusters Score -6054752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6054756.500000 Penalty: 3609.331055
	Iteration 60F: 3 clusters Score -6054756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6054761.000000 Penalty: 3609.331055
	Iteration 61Q: 3 clusters Score -6054761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6054760.500000 Penalty: 3609.331055
	Iteration 62Q: 3 clusters Score -6054760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6054750.500000 Penalty: 3609.331055
	Iteration 63Q: 3 clusters Score -6054750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6054753.500000 Penalty: 3609.331055
	Iteration 64Q: 3 clusters Score -6054754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6054757.000000 Penalty: 3609.331055
	Iteration 65Q: 3 clusters Score -6054757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6054760.000000 Penalty: 3609.331055
	Iteration 66Q: 3 clusters Score -6054760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6054760.000000 Penalty: 3609.331055
	Iteration 67F: 3 clusters Score -6054760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Entering Unmasked Estep 
Score: -712500.562500 Penalty: 1460.114502
	Iteration 0F: 2 clusters Score -712500.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -706537.500000 Penalty: 2920.229004
	Iteration 0F: 3 clusters Score -706537.5 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -708490.937500 Penalty: 2920.229004
	Iteration 1F: 3 clusters Score -708490.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -708892.437500 Penalty: 2920.229004
	Iteration 2F: 3 clusters Score -708892.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -709319.437500 Penalty: 2920.229004
	Iteration 3F: 3 clusters Score -709319.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -709782.312500 Penalty: 2920.229004
	Iteration 4F: 3 clusters Score -709782.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -710245.687500 Penalty: 2920.229004
	Iteration 5F: 3 clusters Score -710245.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -710585.937500 Penalty: 2920.229004
	Iteration 6F: 3 clusters Score -710585.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -710835.500000 Penalty: 2920.229004
	Iteration 7Q: 3 clusters Score -710835.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -710996.875000 Penalty: 2920.229004
	Iteration 8Q: 3 clusters Score -710996.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -711111.437500 Penalty: 2920.229004
	Iteration 9Q: 3 clusters Score -711111.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -711175.375000 Penalty: 2920.229004
	Iteration 10Q: 3 clusters Score -711175.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -711218.187500 Penalty: 2920.229004
	Iteration 11Q: 3 clusters Score -711218.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -711248.625000 Penalty: 2920.229004
	Iteration 12Q: 3 clusters Score -711248.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -711261.000000 Penalty: 2920.229004
	Iteration 13Q: 3 clusters Score -711261 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -711276.687500 Penalty: 2920.229004
	Iteration 14Q: 3 clusters Score -711276.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -711290.812500 Penalty: 2920.229004
	Iteration 15Q: 3 clusters Score -711290.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -711301.312500 Penalty: 2920.229004
	Iteration 16Q: 3 clusters Score -711301.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -711311.375000 Penalty: 2920.229004
	Iteration 17Q: 3 clusters Score -711311.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -711319.750000 Penalty: 2920.229004
	Iteration 18Q: 3 clusters Score -711319.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -711331.812500 Penalty: 2920.229004
	Iteration 19Q: 3 clusters Score -711331.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -711343.687500 Penalty: 2920.229004
	Iteration 20F: 3 clusters Score -711343.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -711345.500000 Penalty: 2920.229004
	Iteration 21Q: 3 clusters Score -711345.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -711353.187500 Penalty: 2920.229004
	Iteration 22Q: 3 clusters Score -711353.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -711359.937500 Penalty: 2920.229004
	Iteration 23Q: 3 clusters Score -711359.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -711363.187500 Penalty: 2920.229004
	Iteration 24Q: 3 clusters Score -711363.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -711366.312500 Penalty: 2920.229004
	Iteration 25Q: 3 clusters Score -711366.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -711372.187500 Penalty: 2920.229004
	Iteration 26Q: 3 clusters Score -711372.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -711377.125000 Penalty: 2920.229004
	Iteration 27Q: 3 clusters Score -711377.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -711375.312500 Penalty: 2920.229004
	Iteration 28Q: 3 clusters Score -711375.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -711373.875000 Penalty: 2920.229004
	Iteration 29Q: 3 clusters Score -711373.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -711374.062500 Penalty: 2920.229004
	Iteration 30Q: 3 clusters Score -711374.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -711376.437500 Penalty: 2920.229004
	Iteration 31Q: 3 clusters Score -711376.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -711378.437500 Penalty: 2920.229004
	Iteration 32Q: 3 clusters Score -711378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -711377.687500 Penalty: 2920.229004
	Iteration 33Q: 3 clusters Score -711377.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -711378.125000 Penalty: 2920.229004
	Iteration 34Q: 3 clusters Score -711378.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -711378.437500 Penalty: 2920.229004
	Iteration 35Q: 3 clusters Score -711378.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -711378.437500 Penalty: 2920.229004
	Iteration 36F: 3 clusters Score -711378.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Entering Unmasked Estep 
Score: -143476.031250 Penalty: 1195.083862
	Iteration 0F: 2 clusters Score -143476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -141662.265625 Penalty: 2390.167725
	Iteration 0F: 3 clusters Score -141662.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -141996.406250 Penalty: 2390.167725
	Iteration 1F: 3 clusters Score -141996.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -142084.265625 Penalty: 2390.167725
	Iteration 2F: 3 clusters Score -142084.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -142140.046875 Penalty: 2390.167725
	Iteration 3Q: 3 clusters Score -142140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -142167.703125 Penalty: 2390.167725
	Iteration 4Q: 3 clusters Score -142167.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -142191.765625 Penalty: 2390.167725
	Iteration 5Q: 3 clusters Score -142191.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -142220.109375 Penalty: 2390.167725
	Iteration 6Q: 3 clusters Score -142220.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -142239.125000 Penalty: 2390.167725
	Iteration 7Q: 3 clusters Score -142239.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -142248.671875 Penalty: 2390.167725
	Iteration 8Q: 3 clusters Score -142248.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -142257.593750 Penalty: 2390.167725
	Iteration 9Q: 3 clusters Score -142257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -142262.312500 Penalty: 2390.167725
	Iteration 10Q: 3 clusters Score -142262.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -142266.718750 Penalty: 2390.167725
	Iteration 11Q: 3 clusters Score -142266.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -142271.453125 Penalty: 2390.167725
	Iteration 12Q: 3 clusters Score -142271.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -142281.375000 Penalty: 2390.167725
	Iteration 13Q: 3 clusters Score -142281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -142284.093750 Penalty: 2390.167725
	Iteration 14Q: 3 clusters Score -142284.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -142287.484375 Penalty: 2390.167725
	Iteration 15Q: 3 clusters Score -142287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -142289.515625 Penalty: 2390.167725
	Iteration 16Q: 3 clusters Score -142289.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -142289.875000 Penalty: 2390.167725
	Iteration 17Q: 3 clusters Score -142289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -142290.812500 Penalty: 2390.167725
	Iteration 18Q: 3 clusters Score -142290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -142291.500000 Penalty: 2390.167725
	Iteration 19Q: 3 clusters Score -142291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142293.484375 Penalty: 2390.167725
	Iteration 20F: 3 clusters Score -142293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142294.281250 Penalty: 2390.167725
	Iteration 21Q: 3 clusters Score -142294.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142295.234375 Penalty: 2390.167725
	Iteration 22Q: 3 clusters Score -142295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -142295.593750 Penalty: 2390.167725
	Iteration 23Q: 3 clusters Score -142295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142296.109375 Penalty: 2390.167725
	Iteration 24Q: 3 clusters Score -142296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142297.765625 Penalty: 2390.167725
	Iteration 25Q: 3 clusters Score -142297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -142301.343750 Penalty: 2390.167725
	Iteration 26Q: 3 clusters Score -142301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -142305.968750 Penalty: 2390.167725
	Iteration 27Q: 3 clusters Score -142306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142311.812500 Penalty: 2390.167725
	Iteration 28Q: 3 clusters Score -142311.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -142316.406250 Penalty: 2390.167725
	Iteration 29Q: 3 clusters Score -142316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142321.640625 Penalty: 2390.167725
	Iteration 30Q: 3 clusters Score -142321.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142329.281250 Penalty: 2390.167725
	Iteration 31Q: 3 clusters Score -142329.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -142331.937500 Penalty: 2390.167725
	Iteration 32Q: 3 clusters Score -142331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -142333.562500 Penalty: 2390.167725
	Iteration 33Q: 3 clusters Score -142333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -142334.078125 Penalty: 2390.167725
	Iteration 34Q: 3 clusters Score -142334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -142335.828125 Penalty: 2390.167725
	Iteration 35Q: 3 clusters Score -142335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -142337.109375 Penalty: 2390.167725
	Iteration 36Q: 3 clusters Score -142337.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -142337.875000 Penalty: 2390.167725
	Iteration 37Q: 3 clusters Score -142337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -142337.875000 Penalty: 2390.167725
	Iteration 38F: 3 clusters Score -142337.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Entering Unmasked Estep 
Score: -1221592.375000 Penalty: 1542.960693
	Iteration 0F: 2 clusters Score -1221592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1212326.375000 Penalty: 3085.921387
	Iteration 0F: 3 clusters Score -1212326 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1215680.375000 Penalty: 3085.921387
	Iteration 1F: 3 clusters Score -1215680 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1216177.500000 Penalty: 3085.921387
	Iteration 2F: 3 clusters Score -1216178 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1216672.500000 Penalty: 3085.921387
	Iteration 3F: 3 clusters Score -1216672 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1217240.500000 Penalty: 3085.921387
	Iteration 4F: 3 clusters Score -1217240 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1217896.875000 Penalty: 3085.921387
	Iteration 5F: 3 clusters Score -1217897 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1218603.875000 Penalty: 3085.921387
	Iteration 6F: 3 clusters Score -1218604 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1219257.250000 Penalty: 3085.921387
	Iteration 7F: 3 clusters Score -1219257 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1219725.875000 Penalty: 3085.921387
	Iteration 8Q: 3 clusters Score -1219726 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1220033.375000 Penalty: 3085.921387
	Iteration 9Q: 3 clusters Score -1220033 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1220217.625000 Penalty: 3085.921387
	Iteration 10Q: 3 clusters Score -1220218 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1220335.750000 Penalty: 3085.921387
	Iteration 11Q: 3 clusters Score -1220336 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1220408.625000 Penalty: 3085.921387
	Iteration 12Q: 3 clusters Score -1220409 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1220447.125000 Penalty: 3085.921387
	Iteration 13Q: 3 clusters Score -1220447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1220474.875000 Penalty: 3085.921387
	Iteration 14Q: 3 clusters Score -1220475 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1220488.125000 Penalty: 3085.921387
	Iteration 15Q: 3 clusters Score -1220488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1220500.875000 Penalty: 3085.921387
	Iteration 16Q: 3 clusters Score -1220501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1220511.500000 Penalty: 3085.921387
	Iteration 17Q: 3 clusters Score -1220512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1220518.125000 Penalty: 3085.921387
	Iteration 18Q: 3 clusters Score -1220518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1220519.875000 Penalty: 3085.921387
	Iteration 19Q: 3 clusters Score -1220520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1220521.750000 Penalty: 3085.921387
	Iteration 20F: 3 clusters Score -1220522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1220526.625000 Penalty: 3085.921387
	Iteration 21Q: 3 clusters Score -1220527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1220532.500000 Penalty: 3085.921387
	Iteration 22Q: 3 clusters Score -1220532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1220537.250000 Penalty: 3085.921387
	Iteration 23Q: 3 clusters Score -1220537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1220541.625000 Penalty: 3085.921387
	Iteration 24Q: 3 clusters Score -1220542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1220547.750000 Penalty: 3085.921387
	Iteration 25Q: 3 clusters Score -1220548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1220546.125000 Penalty: 3085.921387
	Iteration 26Q: 3 clusters Score -1220546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1220547.125000 Penalty: 3085.921387
	Iteration 27Q: 3 clusters Score -1220547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1220547.750000 Penalty: 3085.921387
	Iteration 28Q: 3 clusters Score -1220548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1220549.500000 Penalty: 3085.921387
	Iteration 29Q: 3 clusters Score -1220550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1220548.750000 Penalty: 3085.921387
	Iteration 30Q: 3 clusters Score -1220549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1220549.375000 Penalty: 3085.921387
	Iteration 31Q: 3 clusters Score -1220549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1220549.375000 Penalty: 3085.921387
	Iteration 32F: 3 clusters Score -1220549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Entering Unmasked Estep 
Score: -135703.031250 Penalty: 1187.311401
	Iteration 0F: 2 clusters Score -135703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -133897.187500 Penalty: 2374.622803
	Iteration 0F: 3 clusters Score -133897.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -134235.156250 Penalty: 2374.622803
	Iteration 1F: 3 clusters Score -134235.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -134329.859375 Penalty: 2374.622803
	Iteration 2F: 3 clusters Score -134329.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134383.203125 Penalty: 2374.622803
	Iteration 3Q: 3 clusters Score -134383.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -134415.171875 Penalty: 2374.622803
	Iteration 4Q: 3 clusters Score -134415.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -134444.515625 Penalty: 2374.622803
	Iteration 5Q: 3 clusters Score -134444.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -134461.562500 Penalty: 2374.622803
	Iteration 6Q: 3 clusters Score -134461.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -134482.656250 Penalty: 2374.622803
	Iteration 7Q: 3 clusters Score -134482.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134501.281250 Penalty: 2374.622803
	Iteration 8Q: 3 clusters Score -134501.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -134512.859375 Penalty: 2374.622803
	Iteration 9Q: 3 clusters Score -134512.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -134520.156250 Penalty: 2374.622803
	Iteration 10Q: 3 clusters Score -134520.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134526.015625 Penalty: 2374.622803
	Iteration 11Q: 3 clusters Score -134526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -134530.687500 Penalty: 2374.622803
	Iteration 12Q: 3 clusters Score -134530.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -134538.156250 Penalty: 2374.622803
	Iteration 13Q: 3 clusters Score -134538.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -134544.812500 Penalty: 2374.622803
	Iteration 14Q: 3 clusters Score -134544.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -134553.843750 Penalty: 2374.622803
	Iteration 15Q: 3 clusters Score -134553.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -134563.171875 Penalty: 2374.622803
	Iteration 16Q: 3 clusters Score -134563.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -134571.859375 Penalty: 2374.622803
	Iteration 17Q: 3 clusters Score -134571.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -134581.343750 Penalty: 2374.622803
	Iteration 18Q: 3 clusters Score -134581.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -134589.765625 Penalty: 2374.622803
	Iteration 19Q: 3 clusters Score -134589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -134595.781250 Penalty: 2374.622803
	Iteration 20F: 3 clusters Score -134595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -134600.078125 Penalty: 2374.622803
	Iteration 21Q: 3 clusters Score -134600.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -134602.390625 Penalty: 2374.622803
	Iteration 22Q: 3 clusters Score -134602.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -134603.890625 Penalty: 2374.622803
	Iteration 23Q: 3 clusters Score -134603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -134606.328125 Penalty: 2374.622803
	Iteration 24Q: 3 clusters Score -134606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -134608.890625 Penalty: 2374.622803
	Iteration 25Q: 3 clusters Score -134608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -134611.406250 Penalty: 2374.622803
	Iteration 26Q: 3 clusters Score -134611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -134614.281250 Penalty: 2374.622803
	Iteration 27Q: 3 clusters Score -134614.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -134616.625000 Penalty: 2374.622803
	Iteration 28Q: 3 clusters Score -134616.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -134617.406250 Penalty: 2374.622803
	Iteration 29Q: 3 clusters Score -134617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -134618.812500 Penalty: 2374.622803
	Iteration 30Q: 3 clusters Score -134618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -134619.296875 Penalty: 2374.622803
	Iteration 31Q: 3 clusters Score -134619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -134619.468750 Penalty: 2374.622803
	Iteration 32Q: 3 clusters Score -134619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -134619.468750 Penalty: 2374.622803
	Iteration 33F: 3 clusters Score -134619.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -120325.929688 Penalty: 1183.113281
	Iteration 0F: 2 clusters Score -120325.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -118623.046875 Penalty: 2366.226562
	Iteration 0F: 3 clusters Score -118623 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -119008.382812 Penalty: 2366.226562
	Iteration 1F: 3 clusters Score -119008.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -119157.773438 Penalty: 2366.226562
	Iteration 2F: 3 clusters Score -119157.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -119267.726562 Penalty: 2366.226562
	Iteration 3F: 3 clusters Score -119267.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -119366.875000 Penalty: 2366.226562
	Iteration 4Q: 3 clusters Score -119366.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -119457.546875 Penalty: 2366.226562
	Iteration 5Q: 3 clusters Score -119457.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -119547.023438 Penalty: 2366.226562
	Iteration 6Q: 3 clusters Score -119547 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -119618.390625 Penalty: 2366.226562
	Iteration 7Q: 3 clusters Score -119618.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -119680.414062 Penalty: 2366.226562
	Iteration 8Q: 3 clusters Score -119680.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -119746.328125 Penalty: 2366.226562
	Iteration 9Q: 3 clusters Score -119746.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -119804.976562 Penalty: 2366.226562
	Iteration 10Q: 3 clusters Score -119805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -119858.484375 Penalty: 2366.226562
	Iteration 11Q: 3 clusters Score -119858.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -119912.437500 Penalty: 2366.226562
	Iteration 12Q: 3 clusters Score -119912.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -119934.851562 Penalty: 2366.226562
	Iteration 13Q: 3 clusters Score -119934.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -119946.078125 Penalty: 2366.226562
	Iteration 14Q: 3 clusters Score -119946.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -119956.156250 Penalty: 2366.226562
	Iteration 15Q: 3 clusters Score -119956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -119960.078125 Penalty: 2366.226562
	Iteration 16Q: 3 clusters Score -119960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -119961.992188 Penalty: 2366.226562
	Iteration 17Q: 3 clusters Score -119962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -119963.664062 Penalty: 2366.226562
	Iteration 18Q: 3 clusters Score -119963.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -119966.335938 Penalty: 2366.226562
	Iteration 19Q: 3 clusters Score -119966.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -119970.781250 Penalty: 2366.226562
	Iteration 20F: 3 clusters Score -119970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -119975.203125 Penalty: 2366.226562
	Iteration 21Q: 3 clusters Score -119975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -119980.179688 Penalty: 2366.226562
	Iteration 22Q: 3 clusters Score -119980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -119987.140625 Penalty: 2366.226562
	Iteration 23Q: 3 clusters Score -119987.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -119995.890625 Penalty: 2366.226562
	Iteration 24Q: 3 clusters Score -119995.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -119999.523438 Penalty: 2366.226562
	Iteration 25Q: 3 clusters Score -119999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -120002.531250 Penalty: 2366.226562
	Iteration 26Q: 3 clusters Score -120002.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -120006.617188 Penalty: 2366.226562
	Iteration 27Q: 3 clusters Score -120006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -120009.796875 Penalty: 2366.226562
	Iteration 28Q: 3 clusters Score -120009.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -120011.921875 Penalty: 2366.226562
	Iteration 29Q: 3 clusters Score -120011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -120013.164062 Penalty: 2366.226562
	Iteration 30Q: 3 clusters Score -120013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -120013.664062 Penalty: 2366.226562
	Iteration 31Q: 3 clusters Score -120013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -120014.015625 Penalty: 2366.226562
	Iteration 32Q: 3 clusters Score -120014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -120014.453125 Penalty: 2366.226562
	Iteration 33Q: 3 clusters Score -120014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -120014.929688 Penalty: 2366.226562
	Iteration 34Q: 3 clusters Score -120014.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -120014.929688 Penalty: 2366.226562
	Iteration 35F: 3 clusters Score -120014.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Entering Unmasked Estep 
Score: -729817.437500 Penalty: 1468.618408
	Iteration 0F: 2 clusters Score -729817.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -723666.187500 Penalty: 2937.236816
	Iteration 0F: 3 clusters Score -723666.2 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -725730.937500 Penalty: 2937.236816
	Iteration 1F: 3 clusters Score -725730.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -726136.937500 Penalty: 2937.236816
	Iteration 2F: 3 clusters Score -726136.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -726663.187500 Penalty: 2937.236816
	Iteration 3F: 3 clusters Score -726663.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -727259.625000 Penalty: 2937.236816
	Iteration 4F: 3 clusters Score -727259.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -727824.687500 Penalty: 2937.236816
	Iteration 5F: 3 clusters Score -727824.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -728187.062500 Penalty: 2937.236816
	Iteration 6F: 3 clusters Score -728187.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -728388.625000 Penalty: 2937.236816
	Iteration 7Q: 3 clusters Score -728388.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -728502.312500 Penalty: 2937.236816
	Iteration 8Q: 3 clusters Score -728502.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -728561.187500 Penalty: 2937.236816
	Iteration 9Q: 3 clusters Score -728561.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -728587.937500 Penalty: 2937.236816
	Iteration 10Q: 3 clusters Score -728587.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -728614.375000 Penalty: 2937.236816
	Iteration 11Q: 3 clusters Score -728614.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -728639.250000 Penalty: 2937.236816
	Iteration 12Q: 3 clusters Score -728639.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -728665.250000 Penalty: 2937.236816
	Iteration 13Q: 3 clusters Score -728665.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -728691.375000 Penalty: 2937.236816
	Iteration 14Q: 3 clusters Score -728691.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -728711.875000 Penalty: 2937.236816
	Iteration 15Q: 3 clusters Score -728711.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -728728.562500 Penalty: 2937.236816
	Iteration 16Q: 3 clusters Score -728728.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -728741.562500 Penalty: 2937.236816
	Iteration 17Q: 3 clusters Score -728741.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -728757.687500 Penalty: 2937.236816
	Iteration 18Q: 3 clusters Score -728757.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -728770.937500 Penalty: 2937.236816
	Iteration 19Q: 3 clusters Score -728770.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -728784.437500 Penalty: 2937.236816
	Iteration 20F: 3 clusters Score -728784.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -728794.500000 Penalty: 2937.236816
	Iteration 21Q: 3 clusters Score -728794.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -728800.437500 Penalty: 2937.236816
	Iteration 22Q: 3 clusters Score -728800.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -728812.625000 Penalty: 2937.236816
	Iteration 23Q: 3 clusters Score -728812.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -728826.687500 Penalty: 2937.236816
	Iteration 24Q: 3 clusters Score -728826.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -728840.500000 Penalty: 2937.236816
	Iteration 25Q: 3 clusters Score -728840.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -728851.375000 Penalty: 2937.236816
	Iteration 26Q: 3 clusters Score -728851.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -728865.812500 Penalty: 2937.236816
	Iteration 27Q: 3 clusters Score -728865.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -728883.125000 Penalty: 2937.236816
	Iteration 28Q: 3 clusters Score -728883.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -728904.500000 Penalty: 2937.236816
	Iteration 29Q: 3 clusters Score -728904.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -728926.312500 Penalty: 2937.236816
	Iteration 30Q: 3 clusters Score -728926.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -728961.375000 Penalty: 2937.236816
	Iteration 31Q: 3 clusters Score -728961.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -728990.687500 Penalty: 2937.236816
	Iteration 32Q: 3 clusters Score -728990.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -729015.187500 Penalty: 2937.236816
	Iteration 33Q: 3 clusters Score -729015.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -729032.437500 Penalty: 2937.236816
	Iteration 34Q: 3 clusters Score -729032.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -729047.375000 Penalty: 2937.236816
	Iteration 35Q: 3 clusters Score -729047.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -729059.312500 Penalty: 2937.236816
	Iteration 36Q: 3 clusters Score -729059.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -729068.125000 Penalty: 2937.236816
	Iteration 37Q: 3 clusters Score -729068.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -729083.750000 Penalty: 2937.236816
	Iteration 38Q: 3 clusters Score -729083.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -729093.000000 Penalty: 2937.236816
	Iteration 39Q: 3 clusters Score -729093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -729106.812500 Penalty: 2937.236816
	Iteration 40F: 3 clusters Score -729106.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -729118.750000 Penalty: 2937.236816
	Iteration 41Q: 3 clusters Score -729118.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -729130.000000 Penalty: 2937.236816
	Iteration 42Q: 3 clusters Score -729130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -729139.062500 Penalty: 2937.236816
	Iteration 43Q: 3 clusters Score -729139.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -729149.312500 Penalty: 2937.236816
	Iteration 44Q: 3 clusters Score -729149.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -729151.937500 Penalty: 2937.236816
	Iteration 45Q: 3 clusters Score -729151.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -729159.437500 Penalty: 2937.236816
	Iteration 46Q: 3 clusters Score -729159.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -729167.937500 Penalty: 2937.236816
	Iteration 47Q: 3 clusters Score -729167.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -729176.375000 Penalty: 2937.236816
	Iteration 48Q: 3 clusters Score -729176.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -729182.812500 Penalty: 2937.236816
	Iteration 49Q: 3 clusters Score -729182.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -729187.062500 Penalty: 2937.236816
	Iteration 50Q: 3 clusters Score -729187.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -729190.250000 Penalty: 2937.236816
	Iteration 51Q: 3 clusters Score -729190.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -729191.250000 Penalty: 2937.236816
	Iteration 52Q: 3 clusters Score -729191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -729193.812500 Penalty: 2937.236816
	Iteration 53Q: 3 clusters Score -729193.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -729195.125000 Penalty: 2937.236816
	Iteration 54Q: 3 clusters Score -729195.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -729200.687500 Penalty: 2937.236816
	Iteration 55Q: 3 clusters Score -729200.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -729201.812500 Penalty: 2937.236816
	Iteration 56Q: 3 clusters Score -729201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -729201.875000 Penalty: 2937.236816
	Iteration 57Q: 3 clusters Score -729201.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -729203.625000 Penalty: 2937.236816
	Iteration 58Q: 3 clusters Score -729203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -729206.937500 Penalty: 2937.236816
	Iteration 59Q: 3 clusters Score -729206.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -729211.312500 Penalty: 2937.236816
	Iteration 60F: 3 clusters Score -729211.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -729213.437500 Penalty: 2937.236816
	Iteration 61Q: 3 clusters Score -729213.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -729215.312500 Penalty: 2937.236816
	Iteration 62Q: 3 clusters Score -729215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -729216.500000 Penalty: 2937.236816
	Iteration 63Q: 3 clusters Score -729216.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -729218.312500 Penalty: 2937.236816
	Iteration 64Q: 3 clusters Score -729218.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -729220.125000 Penalty: 2937.236816
	Iteration 65Q: 3 clusters Score -729220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -729219.875000 Penalty: 2937.236816
	Iteration 66Q: 3 clusters Score -729219.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -729221.625000 Penalty: 2937.236816
	Iteration 67Q: 3 clusters Score -729221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -729221.937500 Penalty: 2937.236816
	Iteration 68Q: 3 clusters Score -729221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -729221.187500 Penalty: 2937.236816
	Iteration 69Q: 3 clusters Score -729221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -729221.187500 Penalty: 2937.236816
	Iteration 70F: 3 clusters Score -729221.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Entering Unmasked Estep 
Score: -1868613.500000 Penalty: 1613.503540
	Iteration 0F: 2 clusters Score -1868614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1854529.250000 Penalty: 3227.007080
	Iteration 0F: 3 clusters Score -1854529 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1859635.625000 Penalty: 3227.007080
	Iteration 1F: 3 clusters Score -1859636 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1859999.500000 Penalty: 3227.007080
	Iteration 2Q: 3 clusters Score -1860000 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1860407.250000 Penalty: 3227.007080
	Iteration 3Q: 3 clusters Score -1860407 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1860925.500000 Penalty: 3227.007080
	Iteration 4F: 3 clusters Score -1860926 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1861624.750000 Penalty: 3227.007080
	Iteration 5F: 3 clusters Score -1861625 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1862587.125000 Penalty: 3227.007080
	Iteration 6F: 3 clusters Score -1862587 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1863647.500000 Penalty: 3227.007080
	Iteration 7F: 3 clusters Score -1863648 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1864665.750000 Penalty: 3227.007080
	Iteration 8F: 3 clusters Score -1864666 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -1865561.375000 Penalty: 3227.007080
	Iteration 9Q: 3 clusters Score -1865561 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1866264.125000 Penalty: 3227.007080
	Iteration 10Q: 3 clusters Score -1866264 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -1866701.625000 Penalty: 3227.007080
	Iteration 11Q: 3 clusters Score -1866702 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -1866933.125000 Penalty: 3227.007080
	Iteration 12Q: 3 clusters Score -1866933 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -1867064.375000 Penalty: 3227.007080
	Iteration 13Q: 3 clusters Score -1867064 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -1867147.375000 Penalty: 3227.007080
	Iteration 14Q: 3 clusters Score -1867147 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -1867195.875000 Penalty: 3227.007080
	Iteration 15Q: 3 clusters Score -1867196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -1867233.000000 Penalty: 3227.007080
	Iteration 16Q: 3 clusters Score -1867233 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1867251.375000 Penalty: 3227.007080
	Iteration 17Q: 3 clusters Score -1867251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1867263.875000 Penalty: 3227.007080
	Iteration 18Q: 3 clusters Score -1867264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -1867276.875000 Penalty: 3227.007080
	Iteration 19Q: 3 clusters Score -1867277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1867277.500000 Penalty: 3227.007080
	Iteration 20F: 3 clusters Score -1867278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1867283.750000 Penalty: 3227.007080
	Iteration 21Q: 3 clusters Score -1867284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -1867288.875000 Penalty: 3227.007080
	Iteration 22Q: 3 clusters Score -1867289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -1867296.250000 Penalty: 3227.007080
	Iteration 23Q: 3 clusters Score -1867296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -1867300.625000 Penalty: 3227.007080
	Iteration 24Q: 3 clusters Score -1867301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -1867306.625000 Penalty: 3227.007080
	Iteration 25Q: 3 clusters Score -1867307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1867308.250000 Penalty: 3227.007080
	Iteration 26Q: 3 clusters Score -1867308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -1867311.375000 Penalty: 3227.007080
	Iteration 27Q: 3 clusters Score -1867311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -1867314.125000 Penalty: 3227.007080
	Iteration 28Q: 3 clusters Score -1867314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -1867315.000000 Penalty: 3227.007080
	Iteration 29Q: 3 clusters Score -1867315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -1867315.875000 Penalty: 3227.007080
	Iteration 30Q: 3 clusters Score -1867316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -1867312.750000 Penalty: 3227.007080
	Iteration 31Q: 3 clusters Score -1867313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -1867312.750000 Penalty: 3227.007080
	Iteration 32F: 3 clusters Score -1867313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Entering Unmasked Estep 
Score: -7977194.000000 Penalty: 1848.186768
	Iteration 0F: 2 clusters Score -7977194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -7919294.500000 Penalty: 3696.373535
	Iteration 0F: 3 clusters Score -7919294 nChanged 41271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -7943431.000000 Penalty: 3696.373535
	Iteration 1F: 3 clusters Score -7943431 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -7944653.500000 Penalty: 3696.373535
	Iteration 2Q: 3 clusters Score -7944654 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -7946565.500000 Penalty: 3696.373535
	Iteration 3Q: 3 clusters Score -7946566 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -7949809.000000 Penalty: 3696.373535
	Iteration 4F: 3 clusters Score -7949809 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -7954863.000000 Penalty: 3696.373535
	Iteration 5F: 3 clusters Score -7954863 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69767 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -7961003.000000 Penalty: 3696.373535
	Iteration 6F: 3 clusters Score -7961003 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -7966420.500000 Penalty: 3696.373535
	Iteration 7F: 3 clusters Score -7966420 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80178 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -7970238.500000 Penalty: 3696.373535
	Iteration 8F: 3 clusters Score -7970238 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82968 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -7972603.500000 Penalty: 3696.373535
	Iteration 9Q: 3 clusters Score -7972604 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84691 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7974022.000000 Penalty: 3696.373535
	Iteration 10Q: 3 clusters Score -7974022 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7974785.000000 Penalty: 3696.373535
	Iteration 11Q: 3 clusters Score -7974785 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7975171.500000 Penalty: 3696.373535
	Iteration 12Q: 3 clusters Score -7975172 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86342 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7975375.000000 Penalty: 3696.373535
	Iteration 13Q: 3 clusters Score -7975375 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7975493.500000 Penalty: 3696.373535
	Iteration 14Q: 3 clusters Score -7975494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7975580.500000 Penalty: 3696.373535
	Iteration 15Q: 3 clusters Score -7975580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7975620.500000 Penalty: 3696.373535
	Iteration 16Q: 3 clusters Score -7975620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86528 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7975656.500000 Penalty: 3696.373535
	Iteration 17Q: 3 clusters Score -7975656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7975655.500000 Penalty: 3696.373535
	Iteration 18Q: 3 clusters Score -7975656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7975671.500000 Penalty: 3696.373535
	Iteration 19Q: 3 clusters Score -7975672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7975684.500000 Penalty: 3696.373535
	Iteration 20F: 3 clusters Score -7975684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7975694.000000 Penalty: 3696.373535
	Iteration 21Q: 3 clusters Score -7975694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7975712.500000 Penalty: 3696.373535
	Iteration 22Q: 3 clusters Score -7975712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7975711.000000 Penalty: 3696.373535
	Iteration 23Q: 3 clusters Score -7975711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7975723.500000 Penalty: 3696.373535
	Iteration 24Q: 3 clusters Score -7975724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7975716.500000 Penalty: 3696.373535
	Iteration 25Q: 3 clusters Score -7975716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7975715.000000 Penalty: 3696.373535
	Iteration 26Q: 3 clusters Score -7975715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7975725.500000 Penalty: 3696.373535
	Iteration 27Q: 3 clusters Score -7975726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7975726.500000 Penalty: 3696.373535
	Iteration 28Q: 3 clusters Score -7975726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7975723.000000 Penalty: 3696.373535
	Iteration 29Q: 3 clusters Score -7975723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7975721.000000 Penalty: 3696.373535
	Iteration 30Q: 3 clusters Score -7975721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7975728.500000 Penalty: 3696.373535
	Iteration 31Q: 3 clusters Score -7975728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7975727.000000 Penalty: 3696.373535
	Iteration 32Q: 3 clusters Score -7975727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7975727.000000 Penalty: 3696.373535
	Iteration 33F: 3 clusters Score -7975727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Entering Unmasked Estep 
Score: -680217.812500 Penalty: 1435.887085
	Iteration 0F: 2 clusters Score -680217.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -675061.500000 Penalty: 2871.774170
	Iteration 0F: 3 clusters Score -675061.5 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -676531.875000 Penalty: 2871.774170
	Iteration 1F: 3 clusters Score -676531.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -676732.562500 Penalty: 2871.774170
	Iteration 2F: 3 clusters Score -676732.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -676910.312500 Penalty: 2871.774170
	Iteration 3F: 3 clusters Score -676910.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -677072.375000 Penalty: 2871.774170
	Iteration 4Q: 3 clusters Score -677072.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -677258.625000 Penalty: 2871.774170
	Iteration 5F: 3 clusters Score -677258.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -677490.062500 Penalty: 2871.774170
	Iteration 6F: 3 clusters Score -677490.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -677743.375000 Penalty: 2871.774170
	Iteration 7F: 3 clusters Score -677743.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -677998.750000 Penalty: 2871.774170
	Iteration 8F: 3 clusters Score -677998.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -678238.250000 Penalty: 2871.774170
	Iteration 9Q: 3 clusters Score -678238.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -678431.000000 Penalty: 2871.774170
	Iteration 10Q: 3 clusters Score -678431 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -678596.875000 Penalty: 2871.774170
	Iteration 11Q: 3 clusters Score -678596.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -678709.875000 Penalty: 2871.774170
	Iteration 12Q: 3 clusters Score -678709.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -678804.187500 Penalty: 2871.774170
	Iteration 13Q: 3 clusters Score -678804.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -678872.687500 Penalty: 2871.774170
	Iteration 14Q: 3 clusters Score -678872.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -678906.375000 Penalty: 2871.774170
	Iteration 15Q: 3 clusters Score -678906.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -678932.312500 Penalty: 2871.774170
	Iteration 16Q: 3 clusters Score -678932.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -678948.500000 Penalty: 2871.774170
	Iteration 17Q: 3 clusters Score -678948.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -678958.500000 Penalty: 2871.774170
	Iteration 18Q: 3 clusters Score -678958.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -678965.062500 Penalty: 2871.774170
	Iteration 19Q: 3 clusters Score -678965.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -678969.375000 Penalty: 2871.774170
	Iteration 20F: 3 clusters Score -678969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -678969.937500 Penalty: 2871.774170
	Iteration 21Q: 3 clusters Score -678969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -678972.062500 Penalty: 2871.774170
	Iteration 22Q: 3 clusters Score -678972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -678973.875000 Penalty: 2871.774170
	Iteration 23Q: 3 clusters Score -678973.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -678975.750000 Penalty: 2871.774170
	Iteration 24Q: 3 clusters Score -678975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -678976.687500 Penalty: 2871.774170
	Iteration 25Q: 3 clusters Score -678976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -678977.125000 Penalty: 2871.774170
	Iteration 26Q: 3 clusters Score -678977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -678977.125000 Penalty: 2871.774170
	Iteration 27F: 3 clusters Score -678977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Entering Unmasked Estep 
Score: -1083996.250000 Penalty: 1515.834595
	Iteration 0F: 2 clusters Score -1083996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1076027.625000 Penalty: 3031.669189
	Iteration 0F: 3 clusters Score -1076028 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1078694.000000 Penalty: 3031.669189
	Iteration 1F: 3 clusters Score -1078694 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1079004.875000 Penalty: 3031.669189
	Iteration 2F: 3 clusters Score -1079005 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1079290.250000 Penalty: 3031.669189
	Iteration 3F: 3 clusters Score -1079290 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1079614.875000 Penalty: 3031.669189
	Iteration 4F: 3 clusters Score -1079615 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1080007.500000 Penalty: 3031.669189
	Iteration 5F: 3 clusters Score -1080008 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1080476.000000 Penalty: 3031.669189
	Iteration 6F: 3 clusters Score -1080476 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1081016.875000 Penalty: 3031.669189
	Iteration 7F: 3 clusters Score -1081017 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1081542.250000 Penalty: 3031.669189
	Iteration 8F: 3 clusters Score -1081542 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1081984.875000 Penalty: 3031.669189
	Iteration 9Q: 3 clusters Score -1081985 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1082249.750000 Penalty: 3031.669189
	Iteration 10Q: 3 clusters Score -1082250 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1082411.000000 Penalty: 3031.669189
	Iteration 11Q: 3 clusters Score -1082411 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1082491.875000 Penalty: 3031.669189
	Iteration 12Q: 3 clusters Score -1082492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1082540.750000 Penalty: 3031.669189
	Iteration 13Q: 3 clusters Score -1082541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1082572.250000 Penalty: 3031.669189
	Iteration 14Q: 3 clusters Score -1082572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1082603.625000 Penalty: 3031.669189
	Iteration 15Q: 3 clusters Score -1082604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1082617.500000 Penalty: 3031.669189
	Iteration 16Q: 3 clusters Score -1082618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1082627.625000 Penalty: 3031.669189
	Iteration 17Q: 3 clusters Score -1082628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1082635.125000 Penalty: 3031.669189
	Iteration 18Q: 3 clusters Score -1082635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1082640.750000 Penalty: 3031.669189
	Iteration 19Q: 3 clusters Score -1082641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1082652.875000 Penalty: 3031.669189
	Iteration 20F: 3 clusters Score -1082653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1082666.625000 Penalty: 3031.669189
	Iteration 21Q: 3 clusters Score -1082667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1082670.875000 Penalty: 3031.669189
	Iteration 22Q: 3 clusters Score -1082671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1082672.125000 Penalty: 3031.669189
	Iteration 23Q: 3 clusters Score -1082672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1082674.875000 Penalty: 3031.669189
	Iteration 24Q: 3 clusters Score -1082675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1082675.875000 Penalty: 3031.669189
	Iteration 25Q: 3 clusters Score -1082676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1082675.875000 Penalty: 3031.669189
	Iteration 26F: 3 clusters Score -1082676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Entering Unmasked Estep 
Score: -880806.937500 Penalty: 1506.485840
	Iteration 0F: 2 clusters Score -880806.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -873430.500000 Penalty: 3012.971680
	Iteration 0F: 3 clusters Score -873430.5 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -876174.375000 Penalty: 3012.971680
	Iteration 1F: 3 clusters Score -876174.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -876670.375000 Penalty: 3012.971680
	Iteration 2F: 3 clusters Score -876670.4 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -877151.000000 Penalty: 3012.971680
	Iteration 3F: 3 clusters Score -877151 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -877625.812500 Penalty: 3012.971680
	Iteration 4F: 3 clusters Score -877625.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -878031.750000 Penalty: 3012.971680
	Iteration 5F: 3 clusters Score -878031.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -878312.687500 Penalty: 3012.971680
	Iteration 6Q: 3 clusters Score -878312.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -878497.875000 Penalty: 3012.971680
	Iteration 7Q: 3 clusters Score -878497.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -878635.125000 Penalty: 3012.971680
	Iteration 8Q: 3 clusters Score -878635.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -878729.000000 Penalty: 3012.971680
	Iteration 9Q: 3 clusters Score -878729 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -878793.625000 Penalty: 3012.971680
	Iteration 10Q: 3 clusters Score -878793.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -878836.125000 Penalty: 3012.971680
	Iteration 11Q: 3 clusters Score -878836.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -878866.812500 Penalty: 3012.971680
	Iteration 12Q: 3 clusters Score -878866.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -878886.250000 Penalty: 3012.971680
	Iteration 13Q: 3 clusters Score -878886.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -878903.375000 Penalty: 3012.971680
	Iteration 14Q: 3 clusters Score -878903.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -878920.750000 Penalty: 3012.971680
	Iteration 15Q: 3 clusters Score -878920.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -878939.125000 Penalty: 3012.971680
	Iteration 16Q: 3 clusters Score -878939.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -878955.375000 Penalty: 3012.971680
	Iteration 17Q: 3 clusters Score -878955.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -878977.312500 Penalty: 3012.971680
	Iteration 18Q: 3 clusters Score -878977.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -878997.812500 Penalty: 3012.971680
	Iteration 19Q: 3 clusters Score -878997.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -879010.750000 Penalty: 3012.971680
	Iteration 20F: 3 clusters Score -879010.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -879032.125000 Penalty: 3012.971680
	Iteration 21Q: 3 clusters Score -879032.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -879062.562500 Penalty: 3012.971680
	Iteration 22Q: 3 clusters Score -879062.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -879092.562500 Penalty: 3012.971680
	Iteration 23Q: 3 clusters Score -879092.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -879119.250000 Penalty: 3012.971680
	Iteration 24Q: 3 clusters Score -879119.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -879149.125000 Penalty: 3012.971680
	Iteration 25Q: 3 clusters Score -879149.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -879173.500000 Penalty: 3012.971680
	Iteration 26Q: 3 clusters Score -879173.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -879204.125000 Penalty: 3012.971680
	Iteration 27Q: 3 clusters Score -879204.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -879241.000000 Penalty: 3012.971680
	Iteration 28Q: 3 clusters Score -879241 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -879279.125000 Penalty: 3012.971680
	Iteration 29Q: 3 clusters Score -879279.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -879316.687500 Penalty: 3012.971680
	Iteration 30Q: 3 clusters Score -879316.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -879359.437500 Penalty: 3012.971680
	Iteration 31Q: 3 clusters Score -879359.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -879400.687500 Penalty: 3012.971680
	Iteration 32Q: 3 clusters Score -879400.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -879440.687500 Penalty: 3012.971680
	Iteration 33Q: 3 clusters Score -879440.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -879468.250000 Penalty: 3012.971680
	Iteration 34Q: 3 clusters Score -879468.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -879499.000000 Penalty: 3012.971680
	Iteration 35Q: 3 clusters Score -879499 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -879537.937500 Penalty: 3012.971680
	Iteration 36Q: 3 clusters Score -879537.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -879586.562500 Penalty: 3012.971680
	Iteration 37Q: 3 clusters Score -879586.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -879630.500000 Penalty: 3012.971680
	Iteration 38Q: 3 clusters Score -879630.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -879678.750000 Penalty: 3012.971680
	Iteration 39Q: 3 clusters Score -879678.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -879726.937500 Penalty: 3012.971680
	Iteration 40F: 3 clusters Score -879726.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -879769.375000 Penalty: 3012.971680
	Iteration 41Q: 3 clusters Score -879769.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -879806.812500 Penalty: 3012.971680
	Iteration 42Q: 3 clusters Score -879806.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -879834.375000 Penalty: 3012.971680
	Iteration 43Q: 3 clusters Score -879834.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -879866.687500 Penalty: 3012.971680
	Iteration 44Q: 3 clusters Score -879866.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -879892.562500 Penalty: 3012.971680
	Iteration 45Q: 3 clusters Score -879892.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -879917.250000 Penalty: 3012.971680
	Iteration 46Q: 3 clusters Score -879917.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -879930.437500 Penalty: 3012.971680
	Iteration 47Q: 3 clusters Score -879930.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -879938.750000 Penalty: 3012.971680
	Iteration 48Q: 3 clusters Score -879938.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -879947.000000 Penalty: 3012.971680
	Iteration 49Q: 3 clusters Score -879947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -879953.562500 Penalty: 3012.971680
	Iteration 50Q: 3 clusters Score -879953.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -879961.000000 Penalty: 3012.971680
	Iteration 51Q: 3 clusters Score -879961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -879966.000000 Penalty: 3012.971680
	Iteration 52Q: 3 clusters Score -879966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -879973.875000 Penalty: 3012.971680
	Iteration 53Q: 3 clusters Score -879973.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -879982.375000 Penalty: 3012.971680
	Iteration 54Q: 3 clusters Score -879982.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -879994.375000 Penalty: 3012.971680
	Iteration 55Q: 3 clusters Score -879994.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -879999.562500 Penalty: 3012.971680
	Iteration 56Q: 3 clusters Score -879999.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -880004.562500 Penalty: 3012.971680
	Iteration 57Q: 3 clusters Score -880004.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -880014.187500 Penalty: 3012.971680
	Iteration 58Q: 3 clusters Score -880014.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -880021.812500 Penalty: 3012.971680
	Iteration 59Q: 3 clusters Score -880021.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -880033.000000 Penalty: 3012.971680
	Iteration 60F: 3 clusters Score -880033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -880042.250000 Penalty: 3012.971680
	Iteration 61Q: 3 clusters Score -880042.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -880060.187500 Penalty: 3012.971680
	Iteration 62Q: 3 clusters Score -880060.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -880067.625000 Penalty: 3012.971680
	Iteration 63Q: 3 clusters Score -880067.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -880074.875000 Penalty: 3012.971680
	Iteration 64Q: 3 clusters Score -880074.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -880081.562500 Penalty: 3012.971680
	Iteration 65Q: 3 clusters Score -880081.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -880085.000000 Penalty: 3012.971680
	Iteration 66Q: 3 clusters Score -880085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -880090.812500 Penalty: 3012.971680
	Iteration 67Q: 3 clusters Score -880090.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -880098.125000 Penalty: 3012.971680
	Iteration 68Q: 3 clusters Score -880098.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -880101.000000 Penalty: 3012.971680
	Iteration 69Q: 3 clusters Score -880101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -880104.000000 Penalty: 3012.971680
	Iteration 70Q: 3 clusters Score -880104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -880105.687500 Penalty: 3012.971680
	Iteration 71Q: 3 clusters Score -880105.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -880107.062500 Penalty: 3012.971680
	Iteration 72Q: 3 clusters Score -880107.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -880107.062500 Penalty: 3012.971680
	Iteration 73F: 3 clusters Score -880107.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -70579.250000 Penalty: 1105.929932
	Iteration 0F: 2 clusters Score -70579.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69263.468750 Penalty: 2211.859863
	Iteration 0F: 3 clusters Score -69263.47 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -69574.984375 Penalty: 2211.859863
	Iteration 1F: 3 clusters Score -69574.98 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -69700.843750 Penalty: 2211.859863
	Iteration 2F: 3 clusters Score -69700.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -69771.929688 Penalty: 2211.859863
	Iteration 3F: 3 clusters Score -69771.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -69838.632812 Penalty: 2211.859863
	Iteration 4Q: 3 clusters Score -69838.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -69880.765625 Penalty: 2211.859863
	Iteration 5Q: 3 clusters Score -69880.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -69903.062500 Penalty: 2211.859863
	Iteration 6Q: 3 clusters Score -69903.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -69930.492188 Penalty: 2211.859863
	Iteration 7Q: 3 clusters Score -69930.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -69947.726562 Penalty: 2211.859863
	Iteration 8Q: 3 clusters Score -69947.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -69953.367188 Penalty: 2211.859863
	Iteration 9Q: 3 clusters Score -69953.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -69963.343750 Penalty: 2211.859863
	Iteration 10Q: 3 clusters Score -69963.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -69979.062500 Penalty: 2211.859863
	Iteration 11Q: 3 clusters Score -69979.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -69996.289062 Penalty: 2211.859863
	Iteration 12Q: 3 clusters Score -69996.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -70002.523438 Penalty: 2211.859863
	Iteration 13Q: 3 clusters Score -70002.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -70007.914062 Penalty: 2211.859863
	Iteration 14Q: 3 clusters Score -70007.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -70011.867188 Penalty: 2211.859863
	Iteration 15Q: 3 clusters Score -70011.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -70014.500000 Penalty: 2211.859863
	Iteration 16Q: 3 clusters Score -70014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -70017.250000 Penalty: 2211.859863
	Iteration 17Q: 3 clusters Score -70017.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -70019.187500 Penalty: 2211.859863
	Iteration 18Q: 3 clusters Score -70019.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70020.671875 Penalty: 2211.859863
	Iteration 19Q: 3 clusters Score -70020.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70020.671875 Penalty: 2211.859863
	Iteration 20F: 3 clusters Score -70020.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 77137 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208872 members 
Mstep: Class 7 contains 37029 members 
Mstep: Class 8 contains 9328 members 
Mstep: Class 9 contains 66545 members 
Mstep: Class 10 contains 7985 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13295 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 20522 members 
Mstep: Class 17 contains 86982 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11251 members 
Mstep: Class 20 contains 10622 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853136.000000 Penalty: 45368.945312
Iteration 159Q: 22 clusters Score -5.385314e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 77137 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208852 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 66544 members 
Mstep: Class 10 contains 7988 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13310 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 20526 members 
Mstep: Class 17 contains 86982 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11251 members 
Mstep: Class 20 contains 10623 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853140.000000 Penalty: 45368.945312
Iteration 160F: 22 clusters Score -5.385314e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 77137 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208835 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 66542 members 
Mstep: Class 10 contains 7990 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13326 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 20528 members 
Mstep: Class 17 contains 86983 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 10622 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853148.000000 Penalty: 45368.945312
Iteration 161Q: 22 clusters Score -5.385315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 77137 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208818 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 66541 members 
Mstep: Class 10 contains 7992 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13338 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 20529 members 
Mstep: Class 17 contains 86983 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 10621 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853160.000000 Penalty: 45368.945312
Iteration 162Q: 22 clusters Score -5.385316e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 77137 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208791 members 
Mstep: Class 7 contains 37027 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 66541 members 
Mstep: Class 10 contains 7993 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13358 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 20532 members 
Mstep: Class 17 contains 86983 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 10625 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853160.000000 Penalty: 45368.945312
Iteration 163Q: 22 clusters Score -5.385316e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 77138 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208767 members 
Mstep: Class 7 contains 37026 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 66531 members 
Mstep: Class 10 contains 7994 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13382 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 20537 members 
Mstep: Class 17 contains 86984 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 10627 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853184.000000 Penalty: 45368.945312
Iteration 164Q: 22 clusters Score -5.385318e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 77139 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208737 members 
Mstep: Class 7 contains 37024 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 66520 members 
Mstep: Class 10 contains 7994 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13408 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 20548 members 
Mstep: Class 17 contains 86983 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 10629 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853228.000000 Penalty: 45368.945312
Iteration 165Q: 22 clusters Score -5.385323e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 77139 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208701 members 
Mstep: Class 7 contains 37024 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66515 members 
Mstep: Class 10 contains 7997 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13427 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 20559 members 
Mstep: Class 17 contains 86984 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11251 members 
Mstep: Class 20 contains 10629 members 
Mstep: Class 21 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853220.000000 Penalty: 45368.945312
Iteration 166Q: 22 clusters Score -5.385322e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 77139 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208674 members 
Mstep: Class 7 contains 37025 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66513 members 
Mstep: Class 10 contains 7996 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13445 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 20564 members 
Mstep: Class 17 contains 86985 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 10628 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853232.000000 Penalty: 45368.945312
Iteration 167Q: 22 clusters Score -5.385323e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 77139 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208635 members 
Mstep: Class 7 contains 37025 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66510 members 
Mstep: Class 10 contains 7997 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13474 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 8418 members 
Mstep: Class 16 contains 20565 members 
Mstep: Class 17 contains 86985 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 10628 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853196.000000 Penalty: 45368.945312
Iteration 168Q: 22 clusters Score -5.38532e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 77139 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208601 members 
Mstep: Class 7 contains 37025 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66508 members 
Mstep: Class 10 contains 7999 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13495 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 20564 members 
Mstep: Class 17 contains 86985 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11253 members 
Mstep: Class 20 contains 10629 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853196.000000 Penalty: 45368.945312
Iteration 169Q: 22 clusters Score -5.38532e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 77139 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208563 members 
Mstep: Class 7 contains 37024 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66510 members 
Mstep: Class 10 contains 7999 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13516 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 20564 members 
Mstep: Class 17 contains 86986 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 10629 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853180.000000 Penalty: 45368.945312
Iteration 170Q: 22 clusters Score -5.385318e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 77139 members 
Mstep: Class 4 contains 6444 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208521 members 
Mstep: Class 7 contains 37024 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66506 members 
Mstep: Class 10 contains 7999 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 20562 members 
Mstep: Class 17 contains 86988 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 10629 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853192.000000 Penalty: 45368.945312
Iteration 171Q: 22 clusters Score -5.385319e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77139 members 
Mstep: Class 4 contains 6443 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208473 members 
Mstep: Class 7 contains 37024 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66501 members 
Mstep: Class 10 contains 7999 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13581 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 20560 members 
Mstep: Class 17 contains 86989 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 10632 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853248.000000 Penalty: 45368.945312
Iteration 172Q: 22 clusters Score -5.385325e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77139 members 
Mstep: Class 4 contains 6443 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208428 members 
Mstep: Class 7 contains 37024 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 8000 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 13604 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 20566 members 
Mstep: Class 17 contains 86990 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 10631 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853252.000000 Penalty: 45368.945312
Iteration 173Q: 22 clusters Score -5.385325e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77139 members 
Mstep: Class 4 contains 6443 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208378 members 
Mstep: Class 7 contains 37026 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66497 members 
Mstep: Class 10 contains 8000 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 13635 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 8424 members 
Mstep: Class 16 contains 20572 members 
Mstep: Class 17 contains 86992 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11253 members 
Mstep: Class 20 contains 10632 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853300.000000 Penalty: 45368.945312
Iteration 174Q: 22 clusters Score -5.38533e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77141 members 
Mstep: Class 4 contains 6443 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208338 members 
Mstep: Class 7 contains 37025 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66499 members 
Mstep: Class 10 contains 8001 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 13658 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 20573 members 
Mstep: Class 17 contains 86994 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 10633 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853292.000000 Penalty: 45368.945312
Iteration 175Q: 22 clusters Score -5.385329e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77140 members 
Mstep: Class 4 contains 6443 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208293 members 
Mstep: Class 7 contains 37027 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 66492 members 
Mstep: Class 10 contains 8003 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 13686 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20573 members 
Mstep: Class 17 contains 86993 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 10636 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853284.000000 Penalty: 45368.945312
Iteration 176Q: 22 clusters Score -5.385328e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77139 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208239 members 
Mstep: Class 7 contains 37029 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 66485 members 
Mstep: Class 10 contains 8005 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 13722 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20573 members 
Mstep: Class 17 contains 86992 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 10636 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853308.000000 Penalty: 45368.945312
Iteration 177Q: 22 clusters Score -5.385331e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77141 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208189 members 
Mstep: Class 7 contains 37027 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 66478 members 
Mstep: Class 10 contains 8007 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 13766 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1468 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20575 members 
Mstep: Class 17 contains 86992 members 
Mstep: Class 18 contains 6878 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 10633 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853272.000000 Penalty: 45368.945312
Iteration 178Q: 22 clusters Score -5.385327e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77141 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208156 members 
Mstep: Class 7 contains 37026 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 66469 members 
Mstep: Class 10 contains 8011 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 13798 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1469 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20574 members 
Mstep: Class 17 contains 86992 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 10633 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853272.000000 Penalty: 45368.945312
Iteration 179Q: 22 clusters Score -5.385327e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77141 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208129 members 
Mstep: Class 7 contains 37025 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 66468 members 
Mstep: Class 10 contains 8014 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 13819 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1470 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20574 members 
Mstep: Class 17 contains 86993 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 10635 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853332.000000 Penalty: 45368.945312
Iteration 180F: 22 clusters Score -5.385333e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77142 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208103 members 
Mstep: Class 7 contains 37024 members 
Mstep: Class 8 contains 9324 members 
Mstep: Class 9 contains 66469 members 
Mstep: Class 10 contains 8016 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 13838 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20574 members 
Mstep: Class 17 contains 86993 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 10635 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853308.000000 Penalty: 45368.945312
Iteration 181Q: 22 clusters Score -5.385331e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77143 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208081 members 
Mstep: Class 7 contains 37022 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 66460 members 
Mstep: Class 10 contains 8017 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 13861 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20575 members 
Mstep: Class 17 contains 86994 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 10634 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853312.000000 Penalty: 45368.945312
Iteration 182Q: 22 clusters Score -5.385331e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77145 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208046 members 
Mstep: Class 7 contains 37020 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 66456 members 
Mstep: Class 10 contains 8020 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 13889 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20576 members 
Mstep: Class 17 contains 86995 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 10635 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853284.000000 Penalty: 45368.945312
Iteration 183Q: 22 clusters Score -5.385328e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77146 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 208010 members 
Mstep: Class 7 contains 37020 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66451 members 
Mstep: Class 10 contains 8022 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 13923 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20577 members 
Mstep: Class 17 contains 86995 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 10635 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853276.000000 Penalty: 45368.945312
Iteration 184Q: 22 clusters Score -5.385328e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77146 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207965 members 
Mstep: Class 7 contains 37020 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66446 members 
Mstep: Class 10 contains 8024 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 13963 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20580 members 
Mstep: Class 17 contains 86996 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 10636 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853252.000000 Penalty: 45368.945312
Iteration 185Q: 22 clusters Score -5.385325e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77146 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207917 members 
Mstep: Class 7 contains 37020 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66441 members 
Mstep: Class 10 contains 8024 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14008 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20584 members 
Mstep: Class 17 contains 86999 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 10635 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853248.000000 Penalty: 45368.945312
Iteration 186Q: 22 clusters Score -5.385325e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207862 members 
Mstep: Class 7 contains 37020 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66439 members 
Mstep: Class 10 contains 8024 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14061 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 20588 members 
Mstep: Class 17 contains 86999 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 10636 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853248.000000 Penalty: 45368.945312
Iteration 187Q: 22 clusters Score -5.385325e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207802 members 
Mstep: Class 7 contains 37019 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66444 members 
Mstep: Class 10 contains 8024 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14106 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1477 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 20591 members 
Mstep: Class 17 contains 87000 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 10636 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853252.000000 Penalty: 45368.945312
Iteration 188Q: 22 clusters Score -5.385325e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207751 members 
Mstep: Class 7 contains 37019 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 66437 members 
Mstep: Class 10 contains 8025 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14154 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 20594 members 
Mstep: Class 17 contains 87002 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 10635 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853292.000000 Penalty: 45368.945312
Iteration 189Q: 22 clusters Score -5.385329e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207702 members 
Mstep: Class 7 contains 37019 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66430 members 
Mstep: Class 10 contains 8024 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14202 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 20600 members 
Mstep: Class 17 contains 87001 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 10636 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853304.000000 Penalty: 45368.945312
Iteration 190Q: 22 clusters Score -5.38533e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207653 members 
Mstep: Class 7 contains 37018 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 66428 members 
Mstep: Class 10 contains 8025 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14248 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 20605 members 
Mstep: Class 17 contains 87001 members 
Mstep: Class 18 contains 6875 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 10635 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853324.000000 Penalty: 45368.945312
Iteration 191Q: 22 clusters Score -5.385332e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207613 members 
Mstep: Class 7 contains 37018 members 
Mstep: Class 8 contains 9328 members 
Mstep: Class 9 contains 66421 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14288 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 8424 members 
Mstep: Class 16 contains 20605 members 
Mstep: Class 17 contains 87002 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 10635 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853328.000000 Penalty: 45368.945312
Iteration 192Q: 22 clusters Score -5.385333e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207571 members 
Mstep: Class 7 contains 37018 members 
Mstep: Class 8 contains 9328 members 
Mstep: Class 9 contains 66416 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14329 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 20606 members 
Mstep: Class 17 contains 87002 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 10635 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853296.000000 Penalty: 45368.945312
Iteration 193Q: 22 clusters Score -5.38533e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207504 members 
Mstep: Class 7 contains 37018 members 
Mstep: Class 8 contains 9328 members 
Mstep: Class 9 contains 66418 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14379 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 20607 members 
Mstep: Class 17 contains 87004 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 10637 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853312.000000 Penalty: 45368.945312
Iteration 194Q: 22 clusters Score -5.385331e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207428 members 
Mstep: Class 7 contains 37019 members 
Mstep: Class 8 contains 9328 members 
Mstep: Class 9 contains 66420 members 
Mstep: Class 10 contains 8028 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14436 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 20610 members 
Mstep: Class 17 contains 87007 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 10637 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853344.000000 Penalty: 45368.945312
Iteration 195Q: 22 clusters Score -5.385334e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207361 members 
Mstep: Class 7 contains 37018 members 
Mstep: Class 8 contains 9327 members 
Mstep: Class 9 contains 66420 members 
Mstep: Class 10 contains 8032 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14486 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 20615 members 
Mstep: Class 17 contains 87009 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 10639 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853344.000000 Penalty: 45368.945312
Iteration 196Q: 22 clusters Score -5.385334e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207293 members 
Mstep: Class 7 contains 37019 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 66416 members 
Mstep: Class 10 contains 8035 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14542 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 20618 members 
Mstep: Class 17 contains 87011 members 
Mstep: Class 18 contains 6875 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 10638 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853348.000000 Penalty: 45368.945312
Iteration 197Q: 22 clusters Score -5.385335e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207221 members 
Mstep: Class 7 contains 37021 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 66411 members 
Mstep: Class 10 contains 8035 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14607 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 20618 members 
Mstep: Class 17 contains 87013 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853296.000000 Penalty: 45368.945312
Iteration 198Q: 22 clusters Score -5.38533e+07 nChanged 111
Entering ConstructFrom: 
Score: -53853296.000000 Penalty: 45368.945312
Entering ConstructFrom: 
Trying to split cluster 1 (11322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Entering Unmasked Estep 
Score: -1062600.750000 Penalty: 1516.856812
	Iteration 0F: 2 clusters Score -1062601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1054604.375000 Penalty: 3033.713623
	Iteration 0F: 3 clusters Score -1054604 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1057270.750000 Penalty: 3033.713623
	Iteration 1F: 3 clusters Score -1057271 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1057536.875000 Penalty: 3033.713623
	Iteration 2F: 3 clusters Score -1057537 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1057761.250000 Penalty: 3033.713623
	Iteration 3Q: 3 clusters Score -1057761 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1058001.250000 Penalty: 3033.713623
	Iteration 4Q: 3 clusters Score -1058001 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1058305.000000 Penalty: 3033.713623
	Iteration 5Q: 3 clusters Score -1058305 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1058722.375000 Penalty: 3033.713623
	Iteration 6F: 3 clusters Score -1058722 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1059242.375000 Penalty: 3033.713623
	Iteration 7F: 3 clusters Score -1059242 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1059827.375000 Penalty: 3033.713623
	Iteration 8F: 3 clusters Score -1059827 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1060443.000000 Penalty: 3033.713623
	Iteration 9F: 3 clusters Score -1060443 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1060958.125000 Penalty: 3033.713623
	Iteration 10F: 3 clusters Score -1060958 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1061249.375000 Penalty: 3033.713623
	Iteration 11Q: 3 clusters Score -1061249 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1061415.500000 Penalty: 3033.713623
	Iteration 12Q: 3 clusters Score -1061416 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1061522.000000 Penalty: 3033.713623
	Iteration 13Q: 3 clusters Score -1061522 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1061562.500000 Penalty: 3033.713623
	Iteration 14Q: 3 clusters Score -1061562 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1061583.875000 Penalty: 3033.713623
	Iteration 15Q: 3 clusters Score -1061584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1061600.000000 Penalty: 3033.713623
	Iteration 16Q: 3 clusters Score -1061600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1061620.500000 Penalty: 3033.713623
	Iteration 17Q: 3 clusters Score -1061620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1061630.250000 Penalty: 3033.713623
	Iteration 18Q: 3 clusters Score -1061630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1061641.625000 Penalty: 3033.713623
	Iteration 19Q: 3 clusters Score -1061642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1061646.625000 Penalty: 3033.713623
	Iteration 20F: 3 clusters Score -1061647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1061655.125000 Penalty: 3033.713623
	Iteration 21Q: 3 clusters Score -1061655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1061659.625000 Penalty: 3033.713623
	Iteration 22Q: 3 clusters Score -1061660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1061661.375000 Penalty: 3033.713623
	Iteration 23Q: 3 clusters Score -1061661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1061662.625000 Penalty: 3033.713623
	Iteration 24Q: 3 clusters Score -1061663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1061662.000000 Penalty: 3033.713623
	Iteration 25Q: 3 clusters Score -1061662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1061664.000000 Penalty: 3033.713623
	Iteration 26Q: 3 clusters Score -1061664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1061667.125000 Penalty: 3033.713623
	Iteration 27Q: 3 clusters Score -1061667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1061667.750000 Penalty: 3033.713623
	Iteration 28Q: 3 clusters Score -1061668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1061669.375000 Penalty: 3033.713623
	Iteration 29Q: 3 clusters Score -1061669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1061669.750000 Penalty: 3033.713623
	Iteration 30Q: 3 clusters Score -1061670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1061672.625000 Penalty: 3033.713623
	Iteration 31Q: 3 clusters Score -1061673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1061675.875000 Penalty: 3033.713623
	Iteration 32Q: 3 clusters Score -1061676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1061678.875000 Penalty: 3033.713623
	Iteration 33Q: 3 clusters Score -1061679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1061680.000000 Penalty: 3033.713623
	Iteration 34Q: 3 clusters Score -1061680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1061680.125000 Penalty: 3033.713623
	Iteration 35Q: 3 clusters Score -1061680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1061680.500000 Penalty: 3033.713623
	Iteration 36Q: 3 clusters Score -1061680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1061680.500000 Penalty: 3033.713623
	Iteration 37Q: 3 clusters Score -1061680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1061682.625000 Penalty: 3033.713623
	Iteration 38Q: 3 clusters Score -1061683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1061685.375000 Penalty: 3033.713623
	Iteration 39Q: 3 clusters Score -1061685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1061685.250000 Penalty: 3033.713623
	Iteration 40F: 3 clusters Score -1061685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1061685.375000 Penalty: 3033.713623
	Iteration 41Q: 3 clusters Score -1061685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1061686.750000 Penalty: 3033.713623
	Iteration 42Q: 3 clusters Score -1061687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1061688.625000 Penalty: 3033.713623
	Iteration 43Q: 3 clusters Score -1061689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1061688.500000 Penalty: 3033.713623
	Iteration 44Q: 3 clusters Score -1061688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1061689.750000 Penalty: 3033.713623
	Iteration 45Q: 3 clusters Score -1061690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1061690.500000 Penalty: 3033.713623
	Iteration 46Q: 3 clusters Score -1061690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1061691.250000 Penalty: 3033.713623
	Iteration 47Q: 3 clusters Score -1061691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1061690.875000 Penalty: 3033.713623
	Iteration 48Q: 3 clusters Score -1061691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1061690.000000 Penalty: 3033.713623
	Iteration 49Q: 3 clusters Score -1061690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1061691.250000 Penalty: 3033.713623
	Iteration 50Q: 3 clusters Score -1061691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1061691.250000 Penalty: 3033.713623
	Iteration 51F: 3 clusters Score -1061691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Entering Unmasked Estep 
Score: -386240.656250 Penalty: 1350.881470
	Iteration 0F: 2 clusters Score -386240.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -382885.062500 Penalty: 2701.762939
	Iteration 0F: 3 clusters Score -382885.1 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -383958.406250 Penalty: 2701.762939
	Iteration 1F: 3 clusters Score -383958.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -384369.406250 Penalty: 2701.762939
	Iteration 2F: 3 clusters Score -384369.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -384722.593750 Penalty: 2701.762939
	Iteration 3F: 3 clusters Score -384722.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -385065.562500 Penalty: 2701.762939
	Iteration 4F: 3 clusters Score -385065.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -385295.781250 Penalty: 2701.762939
	Iteration 5F: 3 clusters Score -385295.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -385432.968750 Penalty: 2701.762939
	Iteration 6Q: 3 clusters Score -385433 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -385507.062500 Penalty: 2701.762939
	Iteration 7Q: 3 clusters Score -385507.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -385554.156250 Penalty: 2701.762939
	Iteration 8Q: 3 clusters Score -385554.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -385591.500000 Penalty: 2701.762939
	Iteration 9Q: 3 clusters Score -385591.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -385642.937500 Penalty: 2701.762939
	Iteration 10Q: 3 clusters Score -385642.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -385709.781250 Penalty: 2701.762939
	Iteration 11Q: 3 clusters Score -385709.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -385790.593750 Penalty: 2701.762939
	Iteration 12Q: 3 clusters Score -385790.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -385898.750000 Penalty: 2701.762939
	Iteration 13Q: 3 clusters Score -385898.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -386010.437500 Penalty: 2701.762939
	Iteration 14Q: 3 clusters Score -386010.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -386112.656250 Penalty: 2701.762939
	Iteration 15Q: 3 clusters Score -386112.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -386184.781250 Penalty: 2701.762939
	Iteration 16Q: 3 clusters Score -386184.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -386225.125000 Penalty: 2701.762939
	Iteration 17Q: 3 clusters Score -386225.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -386244.687500 Penalty: 2701.762939
	Iteration 18Q: 3 clusters Score -386244.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -386258.156250 Penalty: 2701.762939
	Iteration 19Q: 3 clusters Score -386258.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -386264.750000 Penalty: 2701.762939
	Iteration 20F: 3 clusters Score -386264.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -386270.531250 Penalty: 2701.762939
	Iteration 21Q: 3 clusters Score -386270.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -386275.687500 Penalty: 2701.762939
	Iteration 22Q: 3 clusters Score -386275.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -386277.250000 Penalty: 2701.762939
	Iteration 23Q: 3 clusters Score -386277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -386277.187500 Penalty: 2701.762939
	Iteration 24Q: 3 clusters Score -386277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -386277.187500 Penalty: 2701.762939
	Iteration 25F: 3 clusters Score -386277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207135 members 
Mstep: Class 7 contains 37020 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 66420 members 
Mstep: Class 10 contains 8035 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14666 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 20620 members 
Mstep: Class 17 contains 87017 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 10646 members 
Mstep: Class 21 contains 902 members 
Mstep: Class 22 contains 2160 members 
Entering Unmasked Estep 
Score: -53852744.000000 Penalty: 47529.371094
Splitting cluster 2 changes total score from -53853296.000000 to -53852744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (77147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77147 members 
Entering Unmasked Estep 
Score: -7627475.000000 Penalty: 1828.688477
	Iteration 0F: 2 clusters Score -7627475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -7576254.500000 Penalty: 3657.376953
	Iteration 0F: 3 clusters Score -7576254 nChanged 36666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -7597260.500000 Penalty: 3657.376953
	Iteration 1F: 3 clusters Score -7597260 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -7597809.000000 Penalty: 3657.376953
	Iteration 2Q: 3 clusters Score -7597809 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -7598598.000000 Penalty: 3657.376953
	Iteration 3Q: 3 clusters Score -7598598 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -7599831.500000 Penalty: 3657.376953
	Iteration 4Q: 3 clusters Score -7599832 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -7601923.500000 Penalty: 3657.376953
	Iteration 5F: 3 clusters Score -7601924 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -7605654.500000 Penalty: 3657.376953
	Iteration 6F: 3 clusters Score -7605654 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -7611382.000000 Penalty: 3657.376953
	Iteration 7F: 3 clusters Score -7611382 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -7617566.500000 Penalty: 3657.376953
	Iteration 8F: 3 clusters Score -7617566 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -7622265.500000 Penalty: 3657.376953
	Iteration 9F: 3 clusters Score -7622266 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -7624593.500000 Penalty: 3657.376953
	Iteration 10Q: 3 clusters Score -7624594 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -7625418.500000 Penalty: 3657.376953
	Iteration 11Q: 3 clusters Score -7625418 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -7625719.500000 Penalty: 3657.376953
	Iteration 12Q: 3 clusters Score -7625720 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
Score: -7625813.500000 Penalty: 3657.376953
	Iteration 13Q: 3 clusters Score -7625814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -7625879.000000 Penalty: 3657.376953
	Iteration 14Q: 3 clusters Score -7625879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 76844 members 
Entering Unmasked Estep 
Score: -7625900.500000 Penalty: 3657.376953
	Iteration 15Q: 3 clusters Score -7625900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -7625910.500000 Penalty: 3657.376953
	Iteration 16Q: 3 clusters Score -7625910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 76857 members 
Entering Unmasked Estep 
Score: -7625919.500000 Penalty: 3657.376953
	Iteration 17Q: 3 clusters Score -7625920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
Score: -7625927.500000 Penalty: 3657.376953
	Iteration 18Q: 3 clusters Score -7625928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -7625930.500000 Penalty: 3657.376953
	Iteration 19Q: 3 clusters Score -7625930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 76864 members 
Entering Unmasked Estep 
Score: -7625931.500000 Penalty: 3657.376953
	Iteration 20F: 3 clusters Score -7625932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -7625933.500000 Penalty: 3657.376953
	Iteration 21Q: 3 clusters Score -7625934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -7625933.500000 Penalty: 3657.376953
	Iteration 22F: 3 clusters Score -7625934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Entering Unmasked Estep 
Score: -573984.687500 Penalty: 1425.347656
	Iteration 0F: 2 clusters Score -573984.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -569105.687500 Penalty: 2850.695312
	Iteration 0F: 3 clusters Score -569105.7 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -570614.875000 Penalty: 2850.695312
	Iteration 1F: 3 clusters Score -570614.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -570952.000000 Penalty: 2850.695312
	Iteration 2F: 3 clusters Score -570952 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -571309.312500 Penalty: 2850.695312
	Iteration 3F: 3 clusters Score -571309.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -571742.875000 Penalty: 2850.695312
	Iteration 4F: 3 clusters Score -571742.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -572223.250000 Penalty: 2850.695312
	Iteration 5F: 3 clusters Score -572223.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -572604.250000 Penalty: 2850.695312
	Iteration 6F: 3 clusters Score -572604.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -572902.437500 Penalty: 2850.695312
	Iteration 7F: 3 clusters Score -572902.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -573069.937500 Penalty: 2850.695312
	Iteration 8Q: 3 clusters Score -573069.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -573168.875000 Penalty: 2850.695312
	Iteration 9Q: 3 clusters Score -573168.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -573236.875000 Penalty: 2850.695312
	Iteration 10Q: 3 clusters Score -573236.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -573286.750000 Penalty: 2850.695312
	Iteration 11Q: 3 clusters Score -573286.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -573324.062500 Penalty: 2850.695312
	Iteration 12Q: 3 clusters Score -573324.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -573358.000000 Penalty: 2850.695312
	Iteration 13Q: 3 clusters Score -573358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -573386.750000 Penalty: 2850.695312
	Iteration 14Q: 3 clusters Score -573386.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -573418.000000 Penalty: 2850.695312
	Iteration 15Q: 3 clusters Score -573418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -573440.625000 Penalty: 2850.695312
	Iteration 16Q: 3 clusters Score -573440.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -573462.062500 Penalty: 2850.695312
	Iteration 17Q: 3 clusters Score -573462.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -573493.000000 Penalty: 2850.695312
	Iteration 18Q: 3 clusters Score -573493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -573525.500000 Penalty: 2850.695312
	Iteration 19Q: 3 clusters Score -573525.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -573556.750000 Penalty: 2850.695312
	Iteration 20F: 3 clusters Score -573556.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -573583.562500 Penalty: 2850.695312
	Iteration 21Q: 3 clusters Score -573583.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -573612.312500 Penalty: 2850.695312
	Iteration 22Q: 3 clusters Score -573612.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -573636.937500 Penalty: 2850.695312
	Iteration 23Q: 3 clusters Score -573636.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -573652.312500 Penalty: 2850.695312
	Iteration 24Q: 3 clusters Score -573652.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -573659.250000 Penalty: 2850.695312
	Iteration 25Q: 3 clusters Score -573659.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -573665.437500 Penalty: 2850.695312
	Iteration 26Q: 3 clusters Score -573665.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -573671.812500 Penalty: 2850.695312
	Iteration 27Q: 3 clusters Score -573671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -573674.937500 Penalty: 2850.695312
	Iteration 28Q: 3 clusters Score -573674.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -573678.625000 Penalty: 2850.695312
	Iteration 29Q: 3 clusters Score -573678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -573678.812500 Penalty: 2850.695312
	Iteration 30Q: 3 clusters Score -573678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -573679.187500 Penalty: 2850.695312
	Iteration 31Q: 3 clusters Score -573679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -573679.187500 Penalty: 2850.695312
	Iteration 32F: 3 clusters Score -573679.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -202524.765625 Penalty: 1258.351807
	Iteration 0F: 2 clusters Score -202524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -200223.000000 Penalty: 2516.703613
	Iteration 0F: 3 clusters Score -200223 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -200754.109375 Penalty: 2516.703613
	Iteration 1F: 3 clusters Score -200754.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -200920.062500 Penalty: 2516.703613
	Iteration 2F: 3 clusters Score -200920.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -201071.140625 Penalty: 2516.703613
	Iteration 3F: 3 clusters Score -201071.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -201205.640625 Penalty: 2516.703613
	Iteration 4F: 3 clusters Score -201205.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -201324.937500 Penalty: 2516.703613
	Iteration 5F: 3 clusters Score -201324.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -201426.687500 Penalty: 2516.703613
	Iteration 6Q: 3 clusters Score -201426.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -201522.578125 Penalty: 2516.703613
	Iteration 7F: 3 clusters Score -201522.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -201582.000000 Penalty: 2516.703613
	Iteration 8Q: 3 clusters Score -201582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -201624.390625 Penalty: 2516.703613
	Iteration 9Q: 3 clusters Score -201624.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -201669.312500 Penalty: 2516.703613
	Iteration 10Q: 3 clusters Score -201669.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -201704.656250 Penalty: 2516.703613
	Iteration 11Q: 3 clusters Score -201704.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -201740.109375 Penalty: 2516.703613
	Iteration 12Q: 3 clusters Score -201740.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -201772.859375 Penalty: 2516.703613
	Iteration 13Q: 3 clusters Score -201772.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -201812.593750 Penalty: 2516.703613
	Iteration 14Q: 3 clusters Score -201812.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -201839.343750 Penalty: 2516.703613
	Iteration 15Q: 3 clusters Score -201839.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -201856.859375 Penalty: 2516.703613
	Iteration 16Q: 3 clusters Score -201856.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -201869.109375 Penalty: 2516.703613
	Iteration 17Q: 3 clusters Score -201869.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -201878.031250 Penalty: 2516.703613
	Iteration 18Q: 3 clusters Score -201878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -201882.937500 Penalty: 2516.703613
	Iteration 19Q: 3 clusters Score -201882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -201885.781250 Penalty: 2516.703613
	Iteration 20F: 3 clusters Score -201885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -201892.906250 Penalty: 2516.703613
	Iteration 21Q: 3 clusters Score -201892.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -201896.312500 Penalty: 2516.703613
	Iteration 22Q: 3 clusters Score -201896.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -201900.250000 Penalty: 2516.703613
	Iteration 23Q: 3 clusters Score -201900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -201901.062500 Penalty: 2516.703613
	Iteration 24Q: 3 clusters Score -201901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -201901.812500 Penalty: 2516.703613
	Iteration 25Q: 3 clusters Score -201901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -201902.656250 Penalty: 2516.703613
	Iteration 26Q: 3 clusters Score -201902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -201902.656250 Penalty: 2516.703613
	Iteration 27F: 3 clusters Score -201902.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (207135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207135 members 
Entering Unmasked Estep 
Score: -18956812.000000 Penalty: 1989.182983
	Iteration 0F: 2 clusters Score -1.895681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -18819886.000000 Penalty: 3978.365967
	Iteration 0F: 3 clusters Score -1.881989e+07 nChanged 100036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109279 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
Score: -18878948.000000 Penalty: 3978.365967
	Iteration 1F: 3 clusters Score -1.887895e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 94376 members 
Entering Unmasked Estep 
Score: -18880324.000000 Penalty: 3978.365967
	Iteration 2Q: 3 clusters Score -1.888032e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118144 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -18882280.000000 Penalty: 3978.365967
	Iteration 3Q: 3 clusters Score -1.888228e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126413 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -18886060.000000 Penalty: 3978.365967
	Iteration 4Q: 3 clusters Score -1.888606e+07 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138630 members 
Mstep: Class 2 contains 68505 members 
Entering Unmasked Estep 
Score: -18893358.000000 Penalty: 3978.365967
	Iteration 5F: 3 clusters Score -1.889336e+07 nChanged 16851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -18906488.000000 Penalty: 3978.365967
	Iteration 6F: 3 clusters Score -1.890649e+07 nChanged 19578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175039 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -18924240.000000 Penalty: 3978.365967
	Iteration 7F: 3 clusters Score -1.892424e+07 nChanged 17208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192245 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -18941104.000000 Penalty: 3978.365967
	Iteration 8F: 3 clusters Score -1.89411e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202097 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -18950662.000000 Penalty: 3978.365967
	Iteration 9Q: 3 clusters Score -1.895066e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205713 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -18953800.000000 Penalty: 3978.365967
	Iteration 10Q: 3 clusters Score -1.89538e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206663 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -18954604.000000 Penalty: 3978.365967
	Iteration 11Q: 3 clusters Score -1.89546e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206871 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18954902.000000 Penalty: 3978.365967
	Iteration 12Q: 3 clusters Score -1.89549e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206930 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18955000.000000 Penalty: 3978.365967
	Iteration 13Q: 3 clusters Score -1.8955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206948 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18955030.000000 Penalty: 3978.365967
	Iteration 14Q: 3 clusters Score -1.895503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206962 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18955046.000000 Penalty: 3978.365967
	Iteration 15Q: 3 clusters Score -1.895505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206963 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18955056.000000 Penalty: 3978.365967
	Iteration 16Q: 3 clusters Score -1.895506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206968 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18955060.000000 Penalty: 3978.365967
	Iteration 17Q: 3 clusters Score -1.895506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206971 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18955072.000000 Penalty: 3978.365967
	Iteration 18Q: 3 clusters Score -1.895507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206973 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18955074.000000 Penalty: 3978.365967
	Iteration 19Q: 3 clusters Score -1.895507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206973 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18955066.000000 Penalty: 3978.365967
	Iteration 20F: 3 clusters Score -1.895507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206973 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18955078.000000 Penalty: 3978.365967
	Iteration 21Q: 3 clusters Score -1.895508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206975 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18955076.000000 Penalty: 3978.365967
	Iteration 22Q: 3 clusters Score -1.895508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206976 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18955076.000000 Penalty: 3978.365967
	Iteration 23Q: 3 clusters Score -1.895508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206977 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18955076.000000 Penalty: 3978.365967
	Iteration 24Q: 3 clusters Score -1.895508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206977 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18955076.000000 Penalty: 3978.365967
	Iteration 25F: 3 clusters Score -1.895508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Entering Unmasked Estep 
Score: -3651958.750000 Penalty: 1709.372192
	Iteration 0F: 2 clusters Score -3651959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3627372.250000 Penalty: 3418.744385
	Iteration 0F: 3 clusters Score -3627372 nChanged 17080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3636738.000000 Penalty: 3418.744385
	Iteration 1F: 3 clusters Score -3636738 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3637205.250000 Penalty: 3418.744385
	Iteration 2Q: 3 clusters Score -3637205 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3637666.250000 Penalty: 3418.744385
	Iteration 3Q: 3 clusters Score -3637666 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3638204.250000 Penalty: 3418.744385
	Iteration 4Q: 3 clusters Score -3638204 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3638886.500000 Penalty: 3418.744385
	Iteration 5Q: 3 clusters Score -3638886 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3639769.000000 Penalty: 3418.744385
	Iteration 6Q: 3 clusters Score -3639769 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3640868.500000 Penalty: 3418.744385
	Iteration 7F: 3 clusters Score -3640868 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3642402.250000 Penalty: 3418.744385
	Iteration 8F: 3 clusters Score -3642402 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3643924.000000 Penalty: 3418.744385
	Iteration 9F: 3 clusters Score -3643924 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3644916.750000 Penalty: 3418.744385
	Iteration 10F: 3 clusters Score -3644917 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -3645356.000000 Penalty: 3418.744385
	Iteration 11Q: 3 clusters Score -3645356 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3645551.750000 Penalty: 3418.744385
	Iteration 12Q: 3 clusters Score -3645552 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3645703.500000 Penalty: 3418.744385
	Iteration 13Q: 3 clusters Score -3645704 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3645845.750000 Penalty: 3418.744385
	Iteration 14Q: 3 clusters Score -3645846 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3645967.750000 Penalty: 3418.744385
	Iteration 15Q: 3 clusters Score -3645968 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -3646095.000000 Penalty: 3418.744385
	Iteration 16Q: 3 clusters Score -3646095 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3646230.000000 Penalty: 3418.744385
	Iteration 17Q: 3 clusters Score -3646230 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3646351.500000 Penalty: 3418.744385
	Iteration 18Q: 3 clusters Score -3646352 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3646474.750000 Penalty: 3418.744385
	Iteration 19Q: 3 clusters Score -3646475 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3646593.750000 Penalty: 3418.744385
	Iteration 20F: 3 clusters Score -3646594 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3646700.250000 Penalty: 3418.744385
	Iteration 21Q: 3 clusters Score -3646700 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3646780.750000 Penalty: 3418.744385
	Iteration 22Q: 3 clusters Score -3646781 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3646854.250000 Penalty: 3418.744385
	Iteration 23Q: 3 clusters Score -3646854 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3646935.250000 Penalty: 3418.744385
	Iteration 24Q: 3 clusters Score -3646935 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3647003.750000 Penalty: 3418.744385
	Iteration 25Q: 3 clusters Score -3647004 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3647041.750000 Penalty: 3418.744385
	Iteration 26Q: 3 clusters Score -3647042 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -3647075.250000 Penalty: 3418.744385
	Iteration 27Q: 3 clusters Score -3647075 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3647073.500000 Penalty: 3418.744385
	Iteration 28Q: 3 clusters Score -3647074 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -3647098.000000 Penalty: 3418.744385
	Iteration 29Q: 3 clusters Score -3647098 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3647118.000000 Penalty: 3418.744385
	Iteration 30Q: 3 clusters Score -3647118 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -3647122.000000 Penalty: 3418.744385
	Iteration 31Q: 3 clusters Score -3647122 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3647122.500000 Penalty: 3418.744385
	Iteration 32Q: 3 clusters Score -3647122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3647119.500000 Penalty: 3418.744385
	Iteration 33Q: 3 clusters Score -3647120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3647134.250000 Penalty: 3418.744385
	Iteration 34Q: 3 clusters Score -3647134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -3647129.250000 Penalty: 3418.744385
	Iteration 35Q: 3 clusters Score -3647129 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3647132.750000 Penalty: 3418.744385
	Iteration 36Q: 3 clusters Score -3647133 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3647128.000000 Penalty: 3418.744385
	Iteration 37Q: 3 clusters Score -3647128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3647132.250000 Penalty: 3418.744385
	Iteration 38Q: 3 clusters Score -3647132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3647123.250000 Penalty: 3418.744385
	Iteration 39Q: 3 clusters Score -3647123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3647135.250000 Penalty: 3418.744385
	Iteration 40F: 3 clusters Score -3647135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3647143.000000 Penalty: 3418.744385
	Iteration 41Q: 3 clusters Score -3647143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3647137.250000 Penalty: 3418.744385
	Iteration 42Q: 3 clusters Score -3647137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3647142.000000 Penalty: 3418.744385
	Iteration 43Q: 3 clusters Score -3647142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3647144.750000 Penalty: 3418.744385
	Iteration 44Q: 3 clusters Score -3647145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3647145.250000 Penalty: 3418.744385
	Iteration 45Q: 3 clusters Score -3647145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3647147.750000 Penalty: 3418.744385
	Iteration 46Q: 3 clusters Score -3647148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3647154.000000 Penalty: 3418.744385
	Iteration 47Q: 3 clusters Score -3647154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -3647162.750000 Penalty: 3418.744385
	Iteration 48Q: 3 clusters Score -3647163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3647162.000000 Penalty: 3418.744385
	Iteration 49Q: 3 clusters Score -3647162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3647158.500000 Penalty: 3418.744385
	Iteration 50Q: 3 clusters Score -3647158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3647160.000000 Penalty: 3418.744385
	Iteration 51Q: 3 clusters Score -3647160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3647159.000000 Penalty: 3418.744385
	Iteration 52Q: 3 clusters Score -3647159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3647158.750000 Penalty: 3418.744385
	Iteration 53Q: 3 clusters Score -3647159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3647156.000000 Penalty: 3418.744385
	Iteration 54Q: 3 clusters Score -3647156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3647156.250000 Penalty: 3418.744385
	Iteration 55Q: 3 clusters Score -3647156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3647158.750000 Penalty: 3418.744385
	Iteration 56Q: 3 clusters Score -3647159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3647156.750000 Penalty: 3418.744385
	Iteration 57Q: 3 clusters Score -3647157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3647156.750000 Penalty: 3418.744385
	Iteration 58F: 3 clusters Score -3647157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Entering Unmasked Estep 
Score: -869564.750000 Penalty: 1485.323853
	Iteration 0F: 2 clusters Score -869564.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -862828.062500 Penalty: 2970.647705
	Iteration 0F: 3 clusters Score -862828.1 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -864957.437500 Penalty: 2970.647705
	Iteration 1F: 3 clusters Score -864957.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -865157.000000 Penalty: 2970.647705
	Iteration 2F: 3 clusters Score -865157 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -865320.000000 Penalty: 2970.647705
	Iteration 3Q: 3 clusters Score -865320 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -865479.750000 Penalty: 2970.647705
	Iteration 4Q: 3 clusters Score -865479.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -865655.687500 Penalty: 2970.647705
	Iteration 5Q: 3 clusters Score -865655.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -865870.125000 Penalty: 2970.647705
	Iteration 6Q: 3 clusters Score -865870.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -866165.125000 Penalty: 2970.647705
	Iteration 7F: 3 clusters Score -866165.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -866513.312500 Penalty: 2970.647705
	Iteration 8F: 3 clusters Score -866513.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -866935.250000 Penalty: 2970.647705
	Iteration 9F: 3 clusters Score -866935.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -867351.250000 Penalty: 2970.647705
	Iteration 10F: 3 clusters Score -867351.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -867710.875000 Penalty: 2970.647705
	Iteration 11Q: 3 clusters Score -867710.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -867941.562500 Penalty: 2970.647705
	Iteration 12Q: 3 clusters Score -867941.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -868078.500000 Penalty: 2970.647705
	Iteration 13Q: 3 clusters Score -868078.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -868166.000000 Penalty: 2970.647705
	Iteration 14Q: 3 clusters Score -868166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -868214.562500 Penalty: 2970.647705
	Iteration 15Q: 3 clusters Score -868214.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -868235.937500 Penalty: 2970.647705
	Iteration 16Q: 3 clusters Score -868235.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -868252.500000 Penalty: 2970.647705
	Iteration 17Q: 3 clusters Score -868252.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -868262.750000 Penalty: 2970.647705
	Iteration 18Q: 3 clusters Score -868262.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -868267.875000 Penalty: 2970.647705
	Iteration 19Q: 3 clusters Score -868267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -868273.687500 Penalty: 2970.647705
	Iteration 20F: 3 clusters Score -868273.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -868278.000000 Penalty: 2970.647705
	Iteration 21Q: 3 clusters Score -868278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -868281.312500 Penalty: 2970.647705
	Iteration 22Q: 3 clusters Score -868281.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -868280.437500 Penalty: 2970.647705
	Iteration 23Q: 3 clusters Score -868280.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -868283.187500 Penalty: 2970.647705
	Iteration 24Q: 3 clusters Score -868283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -868283.187500 Penalty: 2970.647705
	Iteration 25F: 3 clusters Score -868283.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Entering Unmasked Estep 
Score: -6044964.000000 Penalty: 1804.359863
	Iteration 0F: 2 clusters Score -6044964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -6000328.500000 Penalty: 3608.719727
	Iteration 0F: 3 clusters Score -6000328 nChanged 31634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -6018769.500000 Penalty: 3608.719727
	Iteration 1F: 3 clusters Score -6018770 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -6019788.500000 Penalty: 3608.719727
	Iteration 2Q: 3 clusters Score -6019788 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -6021091.000000 Penalty: 3608.719727
	Iteration 3Q: 3 clusters Score -6021091 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -6022760.000000 Penalty: 3608.719727
	Iteration 4F: 3 clusters Score -6022760 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -6024780.500000 Penalty: 3608.719727
	Iteration 5F: 3 clusters Score -6024780 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -6027055.000000 Penalty: 3608.719727
	Iteration 6F: 3 clusters Score -6027055 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -6029390.000000 Penalty: 3608.719727
	Iteration 7F: 3 clusters Score -6029390 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -6031765.000000 Penalty: 3608.719727
	Iteration 8F: 3 clusters Score -6031765 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -6033825.500000 Penalty: 3608.719727
	Iteration 9Q: 3 clusters Score -6033826 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -6035557.500000 Penalty: 3608.719727
	Iteration 10Q: 3 clusters Score -6035558 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52043 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -6036792.000000 Penalty: 3608.719727
	Iteration 11Q: 3 clusters Score -6036792 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -6037796.000000 Penalty: 3608.719727
	Iteration 12Q: 3 clusters Score -6037796 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -6038548.000000 Penalty: 3608.719727
	Iteration 13Q: 3 clusters Score -6038548 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -6039401.500000 Penalty: 3608.719727
	Iteration 14Q: 3 clusters Score -6039402 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -6040212.000000 Penalty: 3608.719727
	Iteration 15Q: 3 clusters Score -6040212 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -6040960.500000 Penalty: 3608.719727
	Iteration 16Q: 3 clusters Score -6040960 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -6041649.500000 Penalty: 3608.719727
	Iteration 17Q: 3 clusters Score -6041650 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -6042262.000000 Penalty: 3608.719727
	Iteration 18Q: 3 clusters Score -6042262 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -6042812.000000 Penalty: 3608.719727
	Iteration 19Q: 3 clusters Score -6042812 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -6043244.000000 Penalty: 3608.719727
	Iteration 20F: 3 clusters Score -6043244 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -6043516.000000 Penalty: 3608.719727
	Iteration 21Q: 3 clusters Score -6043516 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -6043724.500000 Penalty: 3608.719727
	Iteration 22Q: 3 clusters Score -6043724 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -6043876.500000 Penalty: 3608.719727
	Iteration 23Q: 3 clusters Score -6043876 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -6044008.500000 Penalty: 3608.719727
	Iteration 24Q: 3 clusters Score -6044008 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -6044083.500000 Penalty: 3608.719727
	Iteration 25Q: 3 clusters Score -6044084 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -6044127.000000 Penalty: 3608.719727
	Iteration 26Q: 3 clusters Score -6044127 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -6044162.500000 Penalty: 3608.719727
	Iteration 27Q: 3 clusters Score -6044162 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6044188.500000 Penalty: 3608.719727
	Iteration 28Q: 3 clusters Score -6044188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6044249.500000 Penalty: 3608.719727
	Iteration 29Q: 3 clusters Score -6044250 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6044261.000000 Penalty: 3608.719727
	Iteration 30Q: 3 clusters Score -6044261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6044264.000000 Penalty: 3608.719727
	Iteration 31Q: 3 clusters Score -6044264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -6044274.500000 Penalty: 3608.719727
	Iteration 32Q: 3 clusters Score -6044274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6044281.000000 Penalty: 3608.719727
	Iteration 33Q: 3 clusters Score -6044281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6044294.500000 Penalty: 3608.719727
	Iteration 34Q: 3 clusters Score -6044294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6044295.500000 Penalty: 3608.719727
	Iteration 35Q: 3 clusters Score -6044296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6044300.000000 Penalty: 3608.719727
	Iteration 36Q: 3 clusters Score -6044300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6044305.500000 Penalty: 3608.719727
	Iteration 37Q: 3 clusters Score -6044306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64038 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6044311.500000 Penalty: 3608.719727
	Iteration 38Q: 3 clusters Score -6044312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6044315.500000 Penalty: 3608.719727
	Iteration 39Q: 3 clusters Score -6044316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6044313.500000 Penalty: 3608.719727
	Iteration 40F: 3 clusters Score -6044314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6044313.000000 Penalty: 3608.719727
	Iteration 41Q: 3 clusters Score -6044313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6044317.500000 Penalty: 3608.719727
	Iteration 42Q: 3 clusters Score -6044318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -6044325.000000 Penalty: 3608.719727
	Iteration 43Q: 3 clusters Score -6044325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6044322.000000 Penalty: 3608.719727
	Iteration 44Q: 3 clusters Score -6044322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -6044327.500000 Penalty: 3608.719727
	Iteration 45Q: 3 clusters Score -6044328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6044327.000000 Penalty: 3608.719727
	Iteration 46Q: 3 clusters Score -6044327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6044331.500000 Penalty: 3608.719727
	Iteration 47Q: 3 clusters Score -6044332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6044329.500000 Penalty: 3608.719727
	Iteration 48Q: 3 clusters Score -6044330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6044329.500000 Penalty: 3608.719727
	Iteration 49F: 3 clusters Score -6044330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Entering Unmasked Estep 
Score: -716899.875000 Penalty: 1461.128784
	Iteration 0F: 2 clusters Score -716899.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -710972.687500 Penalty: 2922.257568
	Iteration 0F: 3 clusters Score -710972.7 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -712805.687500 Penalty: 2922.257568
	Iteration 1F: 3 clusters Score -712805.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -713139.812500 Penalty: 2922.257568
	Iteration 2F: 3 clusters Score -713139.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -713468.000000 Penalty: 2922.257568
	Iteration 3F: 3 clusters Score -713468 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -713815.375000 Penalty: 2922.257568
	Iteration 4F: 3 clusters Score -713815.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -714184.000000 Penalty: 2922.257568
	Iteration 5F: 3 clusters Score -714184 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -714586.125000 Penalty: 2922.257568
	Iteration 6F: 3 clusters Score -714586.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -714905.562500 Penalty: 2922.257568
	Iteration 7F: 3 clusters Score -714905.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -715168.187500 Penalty: 2922.257568
	Iteration 8Q: 3 clusters Score -715168.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -715383.625000 Penalty: 2922.257568
	Iteration 9Q: 3 clusters Score -715383.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -715576.125000 Penalty: 2922.257568
	Iteration 10Q: 3 clusters Score -715576.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -715753.687500 Penalty: 2922.257568
	Iteration 11Q: 3 clusters Score -715753.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -715932.000000 Penalty: 2922.257568
	Iteration 12Q: 3 clusters Score -715932 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -716152.937500 Penalty: 2922.257568
	Iteration 13Q: 3 clusters Score -716152.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -716325.437500 Penalty: 2922.257568
	Iteration 14Q: 3 clusters Score -716325.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -716447.062500 Penalty: 2922.257568
	Iteration 15Q: 3 clusters Score -716447.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -716496.062500 Penalty: 2922.257568
	Iteration 16Q: 3 clusters Score -716496.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -716513.812500 Penalty: 2922.257568
	Iteration 17Q: 3 clusters Score -716513.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -716527.875000 Penalty: 2922.257568
	Iteration 18Q: 3 clusters Score -716527.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -716530.000000 Penalty: 2922.257568
	Iteration 19Q: 3 clusters Score -716530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -716533.312500 Penalty: 2922.257568
	Iteration 20F: 3 clusters Score -716533.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -716535.562500 Penalty: 2922.257568
	Iteration 21Q: 3 clusters Score -716535.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -716536.812500 Penalty: 2922.257568
	Iteration 22Q: 3 clusters Score -716536.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -716537.875000 Penalty: 2922.257568
	Iteration 23Q: 3 clusters Score -716537.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -716541.750000 Penalty: 2922.257568
	Iteration 24Q: 3 clusters Score -716541.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -716544.750000 Penalty: 2922.257568
	Iteration 25Q: 3 clusters Score -716544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -716544.562500 Penalty: 2922.257568
	Iteration 26Q: 3 clusters Score -716544.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -716546.062500 Penalty: 2922.257568
	Iteration 27Q: 3 clusters Score -716546.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -716546.250000 Penalty: 2922.257568
	Iteration 28Q: 3 clusters Score -716546.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -716548.937500 Penalty: 2922.257568
	Iteration 29Q: 3 clusters Score -716548.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -716549.875000 Penalty: 2922.257568
	Iteration 30Q: 3 clusters Score -716549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -716551.562500 Penalty: 2922.257568
	Iteration 31Q: 3 clusters Score -716551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -716551.312500 Penalty: 2922.257568
	Iteration 32Q: 3 clusters Score -716551.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -716551.062500 Penalty: 2922.257568
	Iteration 33Q: 3 clusters Score -716551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -716551.625000 Penalty: 2922.257568
	Iteration 34Q: 3 clusters Score -716551.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -716552.812500 Penalty: 2922.257568
	Iteration 35Q: 3 clusters Score -716552.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -716552.812500 Penalty: 2922.257568
	Iteration 36F: 3 clusters Score -716552.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -143565.562500 Penalty: 1195.187866
	Iteration 0F: 2 clusters Score -143565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -141729.437500 Penalty: 2390.375732
	Iteration 0F: 3 clusters Score -141729.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -142103.671875 Penalty: 2390.375732
	Iteration 1F: 3 clusters Score -142103.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -142198.781250 Penalty: 2390.375732
	Iteration 2F: 3 clusters Score -142198.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -142254.406250 Penalty: 2390.375732
	Iteration 3F: 3 clusters Score -142254.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -142282.921875 Penalty: 2390.375732
	Iteration 4Q: 3 clusters Score -142282.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -142320.046875 Penalty: 2390.375732
	Iteration 5Q: 3 clusters Score -142320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -142350.328125 Penalty: 2390.375732
	Iteration 6Q: 3 clusters Score -142350.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -142362.812500 Penalty: 2390.375732
	Iteration 7Q: 3 clusters Score -142362.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -142381.453125 Penalty: 2390.375732
	Iteration 8Q: 3 clusters Score -142381.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -142396.968750 Penalty: 2390.375732
	Iteration 9Q: 3 clusters Score -142397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -142417.500000 Penalty: 2390.375732
	Iteration 10Q: 3 clusters Score -142417.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -142432.109375 Penalty: 2390.375732
	Iteration 11Q: 3 clusters Score -142432.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -142445.453125 Penalty: 2390.375732
	Iteration 12Q: 3 clusters Score -142445.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -142455.687500 Penalty: 2390.375732
	Iteration 13Q: 3 clusters Score -142455.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -142465.031250 Penalty: 2390.375732
	Iteration 14Q: 3 clusters Score -142465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142472.562500 Penalty: 2390.375732
	Iteration 15Q: 3 clusters Score -142472.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -142483.890625 Penalty: 2390.375732
	Iteration 16Q: 3 clusters Score -142483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -142492.937500 Penalty: 2390.375732
	Iteration 17Q: 3 clusters Score -142492.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -142500.203125 Penalty: 2390.375732
	Iteration 18Q: 3 clusters Score -142500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -142505.500000 Penalty: 2390.375732
	Iteration 19Q: 3 clusters Score -142505.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -142514.328125 Penalty: 2390.375732
	Iteration 20F: 3 clusters Score -142514.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -142523.593750 Penalty: 2390.375732
	Iteration 21Q: 3 clusters Score -142523.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -142536.578125 Penalty: 2390.375732
	Iteration 22Q: 3 clusters Score -142536.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -142543.203125 Penalty: 2390.375732
	Iteration 23Q: 3 clusters Score -142543.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -142550.234375 Penalty: 2390.375732
	Iteration 24Q: 3 clusters Score -142550.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -142557.234375 Penalty: 2390.375732
	Iteration 25Q: 3 clusters Score -142557.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -142561.656250 Penalty: 2390.375732
	Iteration 26Q: 3 clusters Score -142561.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -142565.500000 Penalty: 2390.375732
	Iteration 27Q: 3 clusters Score -142565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -142569.078125 Penalty: 2390.375732
	Iteration 28Q: 3 clusters Score -142569.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -142574.140625 Penalty: 2390.375732
	Iteration 29Q: 3 clusters Score -142574.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -142578.031250 Penalty: 2390.375732
	Iteration 30Q: 3 clusters Score -142578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -142583.171875 Penalty: 2390.375732
	Iteration 31Q: 3 clusters Score -142583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -142587.109375 Penalty: 2390.375732
	Iteration 32Q: 3 clusters Score -142587.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -142590.046875 Penalty: 2390.375732
	Iteration 33Q: 3 clusters Score -142590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -142593.437500 Penalty: 2390.375732
	Iteration 34Q: 3 clusters Score -142593.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -142596.812500 Penalty: 2390.375732
	Iteration 35Q: 3 clusters Score -142596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -142599.593750 Penalty: 2390.375732
	Iteration 36Q: 3 clusters Score -142599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -142600.984375 Penalty: 2390.375732
	Iteration 37Q: 3 clusters Score -142601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -142601.890625 Penalty: 2390.375732
	Iteration 38Q: 3 clusters Score -142601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -142602.562500 Penalty: 2390.375732
	Iteration 39Q: 3 clusters Score -142602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -142602.562500 Penalty: 2390.375732
	Iteration 40F: 3 clusters Score -142602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Entering Unmasked Estep 
Score: -1349296.000000 Penalty: 1558.909180
	Iteration 0F: 2 clusters Score -1349296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1339173.000000 Penalty: 3117.818359
	Iteration 0F: 3 clusters Score -1339173 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1342711.750000 Penalty: 3117.818359
	Iteration 1F: 3 clusters Score -1342712 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1343174.750000 Penalty: 3117.818359
	Iteration 2F: 3 clusters Score -1343175 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1343687.625000 Penalty: 3117.818359
	Iteration 3F: 3 clusters Score -1343688 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1344246.750000 Penalty: 3117.818359
	Iteration 4F: 3 clusters Score -1344247 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1344823.375000 Penalty: 3117.818359
	Iteration 5F: 3 clusters Score -1344823 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1345396.000000 Penalty: 3117.818359
	Iteration 6F: 3 clusters Score -1345396 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1345907.875000 Penalty: 3117.818359
	Iteration 7F: 3 clusters Score -1345908 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1346394.625000 Penalty: 3117.818359
	Iteration 8Q: 3 clusters Score -1346395 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1346807.750000 Penalty: 3117.818359
	Iteration 9Q: 3 clusters Score -1346808 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1347135.625000 Penalty: 3117.818359
	Iteration 10Q: 3 clusters Score -1347136 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1347381.000000 Penalty: 3117.818359
	Iteration 11Q: 3 clusters Score -1347381 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1347547.625000 Penalty: 3117.818359
	Iteration 12Q: 3 clusters Score -1347548 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1347628.250000 Penalty: 3117.818359
	Iteration 13Q: 3 clusters Score -1347628 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1347672.750000 Penalty: 3117.818359
	Iteration 14Q: 3 clusters Score -1347673 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1347704.750000 Penalty: 3117.818359
	Iteration 15Q: 3 clusters Score -1347705 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1347738.125000 Penalty: 3117.818359
	Iteration 16Q: 3 clusters Score -1347738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1347757.375000 Penalty: 3117.818359
	Iteration 17Q: 3 clusters Score -1347757 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1347764.750000 Penalty: 3117.818359
	Iteration 18Q: 3 clusters Score -1347765 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1347775.250000 Penalty: 3117.818359
	Iteration 19Q: 3 clusters Score -1347775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1347782.250000 Penalty: 3117.818359
	Iteration 20F: 3 clusters Score -1347782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1347794.125000 Penalty: 3117.818359
	Iteration 21Q: 3 clusters Score -1347794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1347805.000000 Penalty: 3117.818359
	Iteration 22Q: 3 clusters Score -1347805 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1347813.625000 Penalty: 3117.818359
	Iteration 23Q: 3 clusters Score -1347814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1347824.875000 Penalty: 3117.818359
	Iteration 24Q: 3 clusters Score -1347825 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1347832.375000 Penalty: 3117.818359
	Iteration 25Q: 3 clusters Score -1347832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1347839.625000 Penalty: 3117.818359
	Iteration 26Q: 3 clusters Score -1347840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1347842.875000 Penalty: 3117.818359
	Iteration 27Q: 3 clusters Score -1347843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1347843.125000 Penalty: 3117.818359
	Iteration 28Q: 3 clusters Score -1347843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1347849.500000 Penalty: 3117.818359
	Iteration 29Q: 3 clusters Score -1347850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1347848.750000 Penalty: 3117.818359
	Iteration 30Q: 3 clusters Score -1347849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1347854.375000 Penalty: 3117.818359
	Iteration 31Q: 3 clusters Score -1347854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1347854.875000 Penalty: 3117.818359
	Iteration 32Q: 3 clusters Score -1347855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1347856.875000 Penalty: 3117.818359
	Iteration 33Q: 3 clusters Score -1347857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1347858.500000 Penalty: 3117.818359
	Iteration 34Q: 3 clusters Score -1347858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1347859.750000 Penalty: 3117.818359
	Iteration 35Q: 3 clusters Score -1347860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1347858.250000 Penalty: 3117.818359
	Iteration 36Q: 3 clusters Score -1347858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1347858.250000 Penalty: 3117.818359
	Iteration 37Q: 3 clusters Score -1347858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1347859.000000 Penalty: 3117.818359
	Iteration 38Q: 3 clusters Score -1347859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1347862.000000 Penalty: 3117.818359
	Iteration 39Q: 3 clusters Score -1347862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1347861.500000 Penalty: 3117.818359
	Iteration 40F: 3 clusters Score -1347862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1347863.125000 Penalty: 3117.818359
	Iteration 41Q: 3 clusters Score -1347863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1347862.500000 Penalty: 3117.818359
	Iteration 42Q: 3 clusters Score -1347862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1347861.875000 Penalty: 3117.818359
	Iteration 43Q: 3 clusters Score -1347862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1347867.375000 Penalty: 3117.818359
	Iteration 44Q: 3 clusters Score -1347867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1347865.625000 Penalty: 3117.818359
	Iteration 45Q: 3 clusters Score -1347866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1347868.000000 Penalty: 3117.818359
	Iteration 46Q: 3 clusters Score -1347868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1347868.250000 Penalty: 3117.818359
	Iteration 47Q: 3 clusters Score -1347868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1347866.750000 Penalty: 3117.818359
	Iteration 48Q: 3 clusters Score -1347867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1347869.250000 Penalty: 3117.818359
	Iteration 49Q: 3 clusters Score -1347869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1347870.500000 Penalty: 3117.818359
	Iteration 50Q: 3 clusters Score -1347870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1347867.875000 Penalty: 3117.818359
	Iteration 51Q: 3 clusters Score -1347868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1347870.125000 Penalty: 3117.818359
	Iteration 52Q: 3 clusters Score -1347870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1347869.125000 Penalty: 3117.818359
	Iteration 53Q: 3 clusters Score -1347869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1347870.500000 Penalty: 3117.818359
	Iteration 54Q: 3 clusters Score -1347870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1347873.375000 Penalty: 3117.818359
	Iteration 55Q: 3 clusters Score -1347873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1347871.125000 Penalty: 3117.818359
	Iteration 56Q: 3 clusters Score -1347871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1347873.500000 Penalty: 3117.818359
	Iteration 57Q: 3 clusters Score -1347874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1347875.000000 Penalty: 3117.818359
	Iteration 58Q: 3 clusters Score -1347875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1347877.625000 Penalty: 3117.818359
	Iteration 59Q: 3 clusters Score -1347878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1347876.875000 Penalty: 3117.818359
	Iteration 60F: 3 clusters Score -1347877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1347874.250000 Penalty: 3117.818359
	Iteration 61Q: 3 clusters Score -1347874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1347874.500000 Penalty: 3117.818359
	Iteration 62Q: 3 clusters Score -1347874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1347872.750000 Penalty: 3117.818359
	Iteration 63Q: 3 clusters Score -1347873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1347877.375000 Penalty: 3117.818359
	Iteration 64Q: 3 clusters Score -1347877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1347876.375000 Penalty: 3117.818359
	Iteration 65Q: 3 clusters Score -1347876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1347877.125000 Penalty: 3117.818359
	Iteration 66Q: 3 clusters Score -1347877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1347880.250000 Penalty: 3117.818359
	Iteration 67Q: 3 clusters Score -1347880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1347885.250000 Penalty: 3117.818359
	Iteration 68Q: 3 clusters Score -1347885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1347888.750000 Penalty: 3117.818359
	Iteration 69Q: 3 clusters Score -1347889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1347891.875000 Penalty: 3117.818359
	Iteration 70Q: 3 clusters Score -1347892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1347891.750000 Penalty: 3117.818359
	Iteration 71Q: 3 clusters Score -1347892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1347893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1347897.875000 Penalty: 3117.818359
	Iteration 73Q: 3 clusters Score -1347898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1347899.125000 Penalty: 3117.818359
	Iteration 74Q: 3 clusters Score -1347899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1347899.125000 Penalty: 3117.818359
	Iteration 75Q: 3 clusters Score -1347899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1347900.500000 Penalty: 3117.818359
	Iteration 76Q: 3 clusters Score -1347900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1347898.625000 Penalty: 3117.818359
	Iteration 77Q: 3 clusters Score -1347899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1347899.875000 Penalty: 3117.818359
	Iteration 78Q: 3 clusters Score -1347900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1347904.750000 Penalty: 3117.818359
	Iteration 79Q: 3 clusters Score -1347905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1347904.250000 Penalty: 3117.818359
	Iteration 80F: 3 clusters Score -1347904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1347906.000000 Penalty: 3117.818359
	Iteration 81Q: 3 clusters Score -1347906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1347910.250000 Penalty: 3117.818359
	Iteration 82Q: 3 clusters Score -1347910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1347915.625000 Penalty: 3117.818359
	Iteration 83Q: 3 clusters Score -1347916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1347916.375000 Penalty: 3117.818359
	Iteration 84Q: 3 clusters Score -1347916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1347916.375000 Penalty: 3117.818359
	Iteration 85Q: 3 clusters Score -1347916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1347924.375000 Penalty: 3117.818359
	Iteration 86Q: 3 clusters Score -1347924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1347929.000000 Penalty: 3117.818359
	Iteration 87Q: 3 clusters Score -1347929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1347931.500000 Penalty: 3117.818359
	Iteration 88Q: 3 clusters Score -1347932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1347934.625000 Penalty: 3117.818359
	Iteration 89Q: 3 clusters Score -1347935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1347937.500000 Penalty: 3117.818359
	Iteration 90Q: 3 clusters Score -1347938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1347935.875000 Penalty: 3117.818359
	Iteration 91Q: 3 clusters Score -1347936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1347937.875000 Penalty: 3117.818359
	Iteration 92Q: 3 clusters Score -1347938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1347941.000000 Penalty: 3117.818359
	Iteration 93Q: 3 clusters Score -1347941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1347944.875000 Penalty: 3117.818359
	Iteration 94Q: 3 clusters Score -1347945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1347948.250000 Penalty: 3117.818359
	Iteration 95Q: 3 clusters Score -1347948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1347952.000000 Penalty: 3117.818359
	Iteration 96Q: 3 clusters Score -1347952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1347957.875000 Penalty: 3117.818359
	Iteration 97Q: 3 clusters Score -1347958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1347956.375000 Penalty: 3117.818359
	Iteration 98Q: 3 clusters Score -1347956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1347964.500000 Penalty: 3117.818359
	Iteration 99Q: 3 clusters Score -1347964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1347969.125000 Penalty: 3117.818359
	Iteration 100F: 3 clusters Score -1347969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1347979.500000 Penalty: 3117.818359
	Iteration 101Q: 3 clusters Score -1347980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1347990.625000 Penalty: 3117.818359
	Iteration 102Q: 3 clusters Score -1347991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1347995.375000 Penalty: 3117.818359
	Iteration 103Q: 3 clusters Score -1347995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1348003.500000 Penalty: 3117.818359
	Iteration 104Q: 3 clusters Score -1348004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1348005.625000 Penalty: 3117.818359
	Iteration 105Q: 3 clusters Score -1348006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1348016.375000 Penalty: 3117.818359
	Iteration 106Q: 3 clusters Score -1348016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1348025.250000 Penalty: 3117.818359
	Iteration 107Q: 3 clusters Score -1348025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1348029.125000 Penalty: 3117.818359
	Iteration 108Q: 3 clusters Score -1348029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1348035.500000 Penalty: 3117.818359
	Iteration 109Q: 3 clusters Score -1348036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1348039.125000 Penalty: 3117.818359
	Iteration 110Q: 3 clusters Score -1348039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1348040.375000 Penalty: 3117.818359
	Iteration 111Q: 3 clusters Score -1348040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1348047.375000 Penalty: 3117.818359
	Iteration 112Q: 3 clusters Score -1348047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1348056.625000 Penalty: 3117.818359
	Iteration 113Q: 3 clusters Score -1348057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1348060.750000 Penalty: 3117.818359
	Iteration 114Q: 3 clusters Score -1348061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1348061.500000 Penalty: 3117.818359
	Iteration 115Q: 3 clusters Score -1348062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1348062.250000 Penalty: 3117.818359
	Iteration 116Q: 3 clusters Score -1348062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1348064.500000 Penalty: 3117.818359
	Iteration 117Q: 3 clusters Score -1348064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1348068.375000 Penalty: 3117.818359
	Iteration 118Q: 3 clusters Score -1348068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1348069.625000 Penalty: 3117.818359
	Iteration 119Q: 3 clusters Score -1348070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1348073.625000 Penalty: 3117.818359
	Iteration 120F: 3 clusters Score -1348074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1348079.750000 Penalty: 3117.818359
	Iteration 121Q: 3 clusters Score -1348080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1348080.000000 Penalty: 3117.818359
	Iteration 122Q: 3 clusters Score -1348080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1348081.500000 Penalty: 3117.818359
	Iteration 123Q: 3 clusters Score -1348082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1348084.125000 Penalty: 3117.818359
	Iteration 124Q: 3 clusters Score -1348084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1348085.000000 Penalty: 3117.818359
	Iteration 125Q: 3 clusters Score -1348085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1348086.250000 Penalty: 3117.818359
	Iteration 126Q: 3 clusters Score -1348086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1348085.375000 Penalty: 3117.818359
	Iteration 127Q: 3 clusters Score -1348085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1348086.875000 Penalty: 3117.818359
	Iteration 128Q: 3 clusters Score -1348087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1348086.625000 Penalty: 3117.818359
	Iteration 129Q: 3 clusters Score -1348087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1348085.625000 Penalty: 3117.818359
	Iteration 130Q: 3 clusters Score -1348086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1348086.875000 Penalty: 3117.818359
	Iteration 131Q: 3 clusters Score -1348087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1348085.625000 Penalty: 3117.818359
	Iteration 132Q: 3 clusters Score -1348086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1348086.625000 Penalty: 3117.818359
	Iteration 133Q: 3 clusters Score -1348087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1348087.000000 Penalty: 3117.818359
	Iteration 134Q: 3 clusters Score -1348087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1348087.875000 Penalty: 3117.818359
	Iteration 135Q: 3 clusters Score -1348088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1348087.875000 Penalty: 3117.818359
	Iteration 136F: 3 clusters Score -1348088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -135511.468750 Penalty: 1187.093140
	Iteration 0F: 2 clusters Score -135511.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133755.921875 Penalty: 2374.186279
	Iteration 0F: 3 clusters Score -133755.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -134099.187500 Penalty: 2374.186279
	Iteration 1F: 3 clusters Score -134099.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -134191.609375 Penalty: 2374.186279
	Iteration 2F: 3 clusters Score -134191.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -134240.046875 Penalty: 2374.186279
	Iteration 3Q: 3 clusters Score -134240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -134267.203125 Penalty: 2374.186279
	Iteration 4Q: 3 clusters Score -134267.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -134292.250000 Penalty: 2374.186279
	Iteration 5Q: 3 clusters Score -134292.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -134309.359375 Penalty: 2374.186279
	Iteration 6Q: 3 clusters Score -134309.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134324.375000 Penalty: 2374.186279
	Iteration 7Q: 3 clusters Score -134324.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -134339.609375 Penalty: 2374.186279
	Iteration 8Q: 3 clusters Score -134339.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -134351.015625 Penalty: 2374.186279
	Iteration 9Q: 3 clusters Score -134351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -134360.078125 Penalty: 2374.186279
	Iteration 10Q: 3 clusters Score -134360.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -134366.968750 Penalty: 2374.186279
	Iteration 11Q: 3 clusters Score -134367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134373.046875 Penalty: 2374.186279
	Iteration 12Q: 3 clusters Score -134373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134377.125000 Penalty: 2374.186279
	Iteration 13Q: 3 clusters Score -134377.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134382.187500 Penalty: 2374.186279
	Iteration 14Q: 3 clusters Score -134382.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -134386.578125 Penalty: 2374.186279
	Iteration 15Q: 3 clusters Score -134386.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -134388.375000 Penalty: 2374.186279
	Iteration 16Q: 3 clusters Score -134388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134389.000000 Penalty: 2374.186279
	Iteration 17Q: 3 clusters Score -134389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134389.796875 Penalty: 2374.186279
	Iteration 18Q: 3 clusters Score -134389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -134392.437500 Penalty: 2374.186279
	Iteration 19Q: 3 clusters Score -134392.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -134396.031250 Penalty: 2374.186279
	Iteration 20F: 3 clusters Score -134396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -134397.375000 Penalty: 2374.186279
	Iteration 21Q: 3 clusters Score -134397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134399.640625 Penalty: 2374.186279
	Iteration 22Q: 3 clusters Score -134399.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134401.796875 Penalty: 2374.186279
	Iteration 23Q: 3 clusters Score -134401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -134402.921875 Penalty: 2374.186279
	Iteration 24Q: 3 clusters Score -134402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -134403.984375 Penalty: 2374.186279
	Iteration 25Q: 3 clusters Score -134404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -134404.984375 Penalty: 2374.186279
	Iteration 26Q: 3 clusters Score -134405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -134405.921875 Penalty: 2374.186279
	Iteration 27Q: 3 clusters Score -134405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -134406.687500 Penalty: 2374.186279
	Iteration 28Q: 3 clusters Score -134406.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -134406.687500 Penalty: 2374.186279
	Iteration 29F: 3 clusters Score -134406.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -123156.898438 Penalty: 1186.655640
	Iteration 0F: 2 clusters Score -123156.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -121458.687500 Penalty: 2373.311279
	Iteration 0F: 3 clusters Score -121458.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -121921.492188 Penalty: 2373.311279
	Iteration 1F: 3 clusters Score -121921.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -122112.937500 Penalty: 2373.311279
	Iteration 2F: 3 clusters Score -122112.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122231.226562 Penalty: 2373.311279
	Iteration 3F: 3 clusters Score -122231.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -122332.343750 Penalty: 2373.311279
	Iteration 4F: 3 clusters Score -122332.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -122392.539062 Penalty: 2373.311279
	Iteration 5Q: 3 clusters Score -122392.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -122430.812500 Penalty: 2373.311279
	Iteration 6Q: 3 clusters Score -122430.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -122457.937500 Penalty: 2373.311279
	Iteration 7Q: 3 clusters Score -122457.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -122486.781250 Penalty: 2373.311279
	Iteration 8Q: 3 clusters Score -122486.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -122510.804688 Penalty: 2373.311279
	Iteration 9Q: 3 clusters Score -122510.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -122525.765625 Penalty: 2373.311279
	Iteration 10Q: 3 clusters Score -122525.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -122543.148438 Penalty: 2373.311279
	Iteration 11Q: 3 clusters Score -122543.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -122567.656250 Penalty: 2373.311279
	Iteration 12Q: 3 clusters Score -122567.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -122594.375000 Penalty: 2373.311279
	Iteration 13Q: 3 clusters Score -122594.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -122622.101562 Penalty: 2373.311279
	Iteration 14Q: 3 clusters Score -122622.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -122647.500000 Penalty: 2373.311279
	Iteration 15Q: 3 clusters Score -122647.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -122675.929688 Penalty: 2373.311279
	Iteration 16Q: 3 clusters Score -122675.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -122711.085938 Penalty: 2373.311279
	Iteration 17Q: 3 clusters Score -122711.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -122755.734375 Penalty: 2373.311279
	Iteration 18Q: 3 clusters Score -122755.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -122814.796875 Penalty: 2373.311279
	Iteration 19Q: 3 clusters Score -122814.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -122884.500000 Penalty: 2373.311279
	Iteration 20F: 3 clusters Score -122884.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -122916.015625 Penalty: 2373.311279
	Iteration 21Q: 3 clusters Score -122916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -122940.453125 Penalty: 2373.311279
	Iteration 22Q: 3 clusters Score -122940.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122958.992188 Penalty: 2373.311279
	Iteration 23Q: 3 clusters Score -122959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -122971.671875 Penalty: 2373.311279
	Iteration 24Q: 3 clusters Score -122971.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -122981.046875 Penalty: 2373.311279
	Iteration 25Q: 3 clusters Score -122981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -122998.132812 Penalty: 2373.311279
	Iteration 26Q: 3 clusters Score -122998.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -123005.734375 Penalty: 2373.311279
	Iteration 27Q: 3 clusters Score -123005.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -123017.445312 Penalty: 2373.311279
	Iteration 28Q: 3 clusters Score -123017.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -123022.890625 Penalty: 2373.311279
	Iteration 29Q: 3 clusters Score -123022.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -123032.289062 Penalty: 2373.311279
	Iteration 30Q: 3 clusters Score -123032.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -123036.578125 Penalty: 2373.311279
	Iteration 31Q: 3 clusters Score -123036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123038.359375 Penalty: 2373.311279
	Iteration 32Q: 3 clusters Score -123038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123038.914062 Penalty: 2373.311279
	Iteration 33Q: 3 clusters Score -123038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -123039.640625 Penalty: 2373.311279
	Iteration 34Q: 3 clusters Score -123039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -123039.929688 Penalty: 2373.311279
	Iteration 35Q: 3 clusters Score -123039.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -123039.929688 Penalty: 2373.311279
	Iteration 36F: 3 clusters Score -123039.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Entering Unmasked Estep 
Score: -730606.000000 Penalty: 1468.792236
	Iteration 0F: 2 clusters Score -730606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -724468.062500 Penalty: 2937.584473
	Iteration 0F: 3 clusters Score -724468.1 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -726400.375000 Penalty: 2937.584473
	Iteration 1F: 3 clusters Score -726400.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -726701.687500 Penalty: 2937.584473
	Iteration 2F: 3 clusters Score -726701.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -727041.500000 Penalty: 2937.584473
	Iteration 3F: 3 clusters Score -727041.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -727521.875000 Penalty: 2937.584473
	Iteration 4F: 3 clusters Score -727521.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -728029.250000 Penalty: 2937.584473
	Iteration 5F: 3 clusters Score -728029.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -728522.437500 Penalty: 2937.584473
	Iteration 6F: 3 clusters Score -728522.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -728918.937500 Penalty: 2937.584473
	Iteration 7F: 3 clusters Score -728918.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -729162.687500 Penalty: 2937.584473
	Iteration 8Q: 3 clusters Score -729162.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -729328.000000 Penalty: 2937.584473
	Iteration 9Q: 3 clusters Score -729328 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -729464.062500 Penalty: 2937.584473
	Iteration 10Q: 3 clusters Score -729464.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -729576.625000 Penalty: 2937.584473
	Iteration 11Q: 3 clusters Score -729576.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -729645.437500 Penalty: 2937.584473
	Iteration 12Q: 3 clusters Score -729645.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -729696.937500 Penalty: 2937.584473
	Iteration 13Q: 3 clusters Score -729696.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -729734.125000 Penalty: 2937.584473
	Iteration 14Q: 3 clusters Score -729734.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -729766.000000 Penalty: 2937.584473
	Iteration 15Q: 3 clusters Score -729766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -729796.250000 Penalty: 2937.584473
	Iteration 16Q: 3 clusters Score -729796.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -729815.562500 Penalty: 2937.584473
	Iteration 17Q: 3 clusters Score -729815.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -729835.750000 Penalty: 2937.584473
	Iteration 18Q: 3 clusters Score -729835.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -729854.812500 Penalty: 2937.584473
	Iteration 19Q: 3 clusters Score -729854.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -729875.312500 Penalty: 2937.584473
	Iteration 20F: 3 clusters Score -729875.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -729886.625000 Penalty: 2937.584473
	Iteration 21Q: 3 clusters Score -729886.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -729901.625000 Penalty: 2937.584473
	Iteration 22Q: 3 clusters Score -729901.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -729915.875000 Penalty: 2937.584473
	Iteration 23Q: 3 clusters Score -729915.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -729926.750000 Penalty: 2937.584473
	Iteration 24Q: 3 clusters Score -729926.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -729933.375000 Penalty: 2937.584473
	Iteration 25Q: 3 clusters Score -729933.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -729942.187500 Penalty: 2937.584473
	Iteration 26Q: 3 clusters Score -729942.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -729949.437500 Penalty: 2937.584473
	Iteration 27Q: 3 clusters Score -729949.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -729957.062500 Penalty: 2937.584473
	Iteration 28Q: 3 clusters Score -729957.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -729961.125000 Penalty: 2937.584473
	Iteration 29Q: 3 clusters Score -729961.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -729965.437500 Penalty: 2937.584473
	Iteration 30Q: 3 clusters Score -729965.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -729970.125000 Penalty: 2937.584473
	Iteration 31Q: 3 clusters Score -729970.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -729975.375000 Penalty: 2937.584473
	Iteration 32Q: 3 clusters Score -729975.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -729976.937500 Penalty: 2937.584473
	Iteration 33Q: 3 clusters Score -729976.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -729983.312500 Penalty: 2937.584473
	Iteration 34Q: 3 clusters Score -729983.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -729983.312500 Penalty: 2937.584473
	Iteration 35Q: 3 clusters Score -729983.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -729985.812500 Penalty: 2937.584473
	Iteration 36Q: 3 clusters Score -729985.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -729988.562500 Penalty: 2937.584473
	Iteration 37Q: 3 clusters Score -729988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -729987.875000 Penalty: 2937.584473
	Iteration 38Q: 3 clusters Score -729987.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -729989.937500 Penalty: 2937.584473
	Iteration 39Q: 3 clusters Score -729989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -729992.000000 Penalty: 2937.584473
	Iteration 40F: 3 clusters Score -729992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -729994.687500 Penalty: 2937.584473
	Iteration 41Q: 3 clusters Score -729994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -729998.250000 Penalty: 2937.584473
	Iteration 42Q: 3 clusters Score -729998.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -730002.250000 Penalty: 2937.584473
	Iteration 43Q: 3 clusters Score -730002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -730004.312500 Penalty: 2937.584473
	Iteration 44Q: 3 clusters Score -730004.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -730004.750000 Penalty: 2937.584473
	Iteration 45Q: 3 clusters Score -730004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -730007.000000 Penalty: 2937.584473
	Iteration 46Q: 3 clusters Score -730007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -730007.250000 Penalty: 2937.584473
	Iteration 47Q: 3 clusters Score -730007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -730008.562500 Penalty: 2937.584473
	Iteration 48Q: 3 clusters Score -730008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -730009.187500 Penalty: 2937.584473
	Iteration 49Q: 3 clusters Score -730009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -730009.937500 Penalty: 2937.584473
	Iteration 50Q: 3 clusters Score -730009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -730010.750000 Penalty: 2937.584473
	Iteration 51Q: 3 clusters Score -730010.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -730014.312500 Penalty: 2937.584473
	Iteration 52Q: 3 clusters Score -730014.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -730014.562500 Penalty: 2937.584473
	Iteration 53Q: 3 clusters Score -730014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -730017.000000 Penalty: 2937.584473
	Iteration 54Q: 3 clusters Score -730017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -730016.937500 Penalty: 2937.584473
	Iteration 55Q: 3 clusters Score -730016.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -730017.562500 Penalty: 2937.584473
	Iteration 56Q: 3 clusters Score -730017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -730016.437500 Penalty: 2937.584473
	Iteration 57Q: 3 clusters Score -730016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -730016.062500 Penalty: 2937.584473
	Iteration 58Q: 3 clusters Score -730016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -730016.062500 Penalty: 2937.584473
	Iteration 59F: 3 clusters Score -730016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Entering Unmasked Estep 
Score: -1877417.625000 Penalty: 1614.277832
	Iteration 0F: 2 clusters Score -1877418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1863425.875000 Penalty: 3228.555664
	Iteration 0F: 3 clusters Score -1863426 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1868483.125000 Penalty: 3228.555664
	Iteration 1F: 3 clusters Score -1868483 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1868924.000000 Penalty: 3228.555664
	Iteration 2F: 3 clusters Score -1868924 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1869347.875000 Penalty: 3228.555664
	Iteration 3Q: 3 clusters Score -1869348 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1869842.125000 Penalty: 3228.555664
	Iteration 4Q: 3 clusters Score -1869842 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1870394.375000 Penalty: 3228.555664
	Iteration 5Q: 3 clusters Score -1870394 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1871047.000000 Penalty: 3228.555664
	Iteration 6F: 3 clusters Score -1871047 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1871796.250000 Penalty: 3228.555664
	Iteration 7F: 3 clusters Score -1871796 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1872546.000000 Penalty: 3228.555664
	Iteration 8F: 3 clusters Score -1872546 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1873118.750000 Penalty: 3228.555664
	Iteration 9Q: 3 clusters Score -1873119 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1873507.625000 Penalty: 3228.555664
	Iteration 10Q: 3 clusters Score -1873508 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1873766.250000 Penalty: 3228.555664
	Iteration 11Q: 3 clusters Score -1873766 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1873942.500000 Penalty: 3228.555664
	Iteration 12Q: 3 clusters Score -1873942 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1874085.125000 Penalty: 3228.555664
	Iteration 13Q: 3 clusters Score -1874085 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1874227.500000 Penalty: 3228.555664
	Iteration 14Q: 3 clusters Score -1874228 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1874378.625000 Penalty: 3228.555664
	Iteration 15Q: 3 clusters Score -1874379 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1874546.500000 Penalty: 3228.555664
	Iteration 16Q: 3 clusters Score -1874546 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1874694.250000 Penalty: 3228.555664
	Iteration 17Q: 3 clusters Score -1874694 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1874843.125000 Penalty: 3228.555664
	Iteration 18Q: 3 clusters Score -1874843 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1874970.250000 Penalty: 3228.555664
	Iteration 19Q: 3 clusters Score -1874970 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1875084.750000 Penalty: 3228.555664
	Iteration 20F: 3 clusters Score -1875085 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1875192.625000 Penalty: 3228.555664
	Iteration 21Q: 3 clusters Score -1875193 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1875274.875000 Penalty: 3228.555664
	Iteration 22Q: 3 clusters Score -1875275 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1875359.375000 Penalty: 3228.555664
	Iteration 23Q: 3 clusters Score -1875359 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1875440.500000 Penalty: 3228.555664
	Iteration 24Q: 3 clusters Score -1875440 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1875505.250000 Penalty: 3228.555664
	Iteration 25Q: 3 clusters Score -1875505 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1875571.125000 Penalty: 3228.555664
	Iteration 26Q: 3 clusters Score -1875571 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1875638.500000 Penalty: 3228.555664
	Iteration 27Q: 3 clusters Score -1875638 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1875685.125000 Penalty: 3228.555664
	Iteration 28Q: 3 clusters Score -1875685 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1875724.000000 Penalty: 3228.555664
	Iteration 29Q: 3 clusters Score -1875724 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1875754.125000 Penalty: 3228.555664
	Iteration 30Q: 3 clusters Score -1875754 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1875774.750000 Penalty: 3228.555664
	Iteration 31Q: 3 clusters Score -1875775 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1875812.500000 Penalty: 3228.555664
	Iteration 32Q: 3 clusters Score -1875812 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1875832.750000 Penalty: 3228.555664
	Iteration 33Q: 3 clusters Score -1875833 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1875855.625000 Penalty: 3228.555664
	Iteration 34Q: 3 clusters Score -1875856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1875878.625000 Penalty: 3228.555664
	Iteration 35Q: 3 clusters Score -1875879 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1875901.375000 Penalty: 3228.555664
	Iteration 36Q: 3 clusters Score -1875901 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1875922.000000 Penalty: 3228.555664
	Iteration 37Q: 3 clusters Score -1875922 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1875942.875000 Penalty: 3228.555664
	Iteration 38Q: 3 clusters Score -1875943 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1875952.500000 Penalty: 3228.555664
	Iteration 39Q: 3 clusters Score -1875952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1875970.625000 Penalty: 3228.555664
	Iteration 40F: 3 clusters Score -1875971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1875982.000000 Penalty: 3228.555664
	Iteration 41Q: 3 clusters Score -1875982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1875990.250000 Penalty: 3228.555664
	Iteration 42Q: 3 clusters Score -1875990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1876002.125000 Penalty: 3228.555664
	Iteration 43Q: 3 clusters Score -1876002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1876010.125000 Penalty: 3228.555664
	Iteration 44Q: 3 clusters Score -1876010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1876019.000000 Penalty: 3228.555664
	Iteration 45Q: 3 clusters Score -1876019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1876028.375000 Penalty: 3228.555664
	Iteration 46Q: 3 clusters Score -1876028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1876032.375000 Penalty: 3228.555664
	Iteration 47Q: 3 clusters Score -1876032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1876037.750000 Penalty: 3228.555664
	Iteration 48Q: 3 clusters Score -1876038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1876040.250000 Penalty: 3228.555664
	Iteration 49Q: 3 clusters Score -1876040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1876046.750000 Penalty: 3228.555664
	Iteration 50Q: 3 clusters Score -1876047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1876050.250000 Penalty: 3228.555664
	Iteration 51Q: 3 clusters Score -1876050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1876054.000000 Penalty: 3228.555664
	Iteration 52Q: 3 clusters Score -1876054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1876059.500000 Penalty: 3228.555664
	Iteration 53Q: 3 clusters Score -1876060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1876056.875000 Penalty: 3228.555664
	Iteration 54Q: 3 clusters Score -1876057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1876060.125000 Penalty: 3228.555664
	Iteration 55Q: 3 clusters Score -1876060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1876059.375000 Penalty: 3228.555664
	Iteration 56Q: 3 clusters Score -1876059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1876063.625000 Penalty: 3228.555664
	Iteration 57Q: 3 clusters Score -1876064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1876063.750000 Penalty: 3228.555664
	Iteration 58Q: 3 clusters Score -1876064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1876065.250000 Penalty: 3228.555664
	Iteration 59Q: 3 clusters Score -1876065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1876065.250000 Penalty: 3228.555664
	Iteration 60F: 3 clusters Score -1876065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1876072.000000 Penalty: 3228.555664
	Iteration 61Q: 3 clusters Score -1876072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1876072.875000 Penalty: 3228.555664
	Iteration 62Q: 3 clusters Score -1876073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1876077.125000 Penalty: 3228.555664
	Iteration 63Q: 3 clusters Score -1876077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1876081.875000 Penalty: 3228.555664
	Iteration 64Q: 3 clusters Score -1876082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1876080.125000 Penalty: 3228.555664
	Iteration 65Q: 3 clusters Score -1876080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1876090.625000 Penalty: 3228.555664
	Iteration 66Q: 3 clusters Score -1876091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1876090.000000 Penalty: 3228.555664
	Iteration 67Q: 3 clusters Score -1876090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1876093.625000 Penalty: 3228.555664
	Iteration 68Q: 3 clusters Score -1876094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1876096.500000 Penalty: 3228.555664
	Iteration 69Q: 3 clusters Score -1876096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1876096.750000 Penalty: 3228.555664
	Iteration 70Q: 3 clusters Score -1876097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1876096.375000 Penalty: 3228.555664
	Iteration 71Q: 3 clusters Score -1876096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1876097.250000 Penalty: 3228.555664
	Iteration 72Q: 3 clusters Score -1876097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1876099.125000 Penalty: 3228.555664
	Iteration 73Q: 3 clusters Score -1876099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1876098.500000 Penalty: 3228.555664
	Iteration 74Q: 3 clusters Score -1876098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1876098.375000 Penalty: 3228.555664
	Iteration 75Q: 3 clusters Score -1876098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1876098.375000 Penalty: 3228.555664
	Iteration 76F: 3 clusters Score -1876098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Entering Unmasked Estep 
Score: -7980272.000000 Penalty: 1848.251953
	Iteration 0F: 2 clusters Score -7980272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -7922556.000000 Penalty: 3696.503906
	Iteration 0F: 3 clusters Score -7922556 nChanged 41438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -7946153.500000 Penalty: 3696.503906
	Iteration 1F: 3 clusters Score -7946154 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -7946959.500000 Penalty: 3696.503906
	Iteration 2Q: 3 clusters Score -7946960 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -7948143.500000 Penalty: 3696.503906
	Iteration 3Q: 3 clusters Score -7948144 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -7949716.000000 Penalty: 3696.503906
	Iteration 4Q: 3 clusters Score -7949716 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -7951745.500000 Penalty: 3696.503906
	Iteration 5Q: 3 clusters Score -7951746 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -7954199.500000 Penalty: 3696.503906
	Iteration 6F: 3 clusters Score -7954200 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -7957138.000000 Penalty: 3696.503906
	Iteration 7F: 3 clusters Score -7957138 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -7960175.500000 Penalty: 3696.503906
	Iteration 8F: 3 clusters Score -7960176 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -7963091.500000 Penalty: 3696.503906
	Iteration 9F: 3 clusters Score -7963092 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -7965688.000000 Penalty: 3696.503906
	Iteration 10F: 3 clusters Score -7965688 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -7968100.500000 Penalty: 3696.503906
	Iteration 11Q: 3 clusters Score -7968100 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -7970243.500000 Penalty: 3696.503906
	Iteration 12Q: 3 clusters Score -7970244 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -7972344.500000 Penalty: 3696.503906
	Iteration 13Q: 3 clusters Score -7972344 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -7974039.000000 Penalty: 3696.503906
	Iteration 14Q: 3 clusters Score -7974039 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -7975427.500000 Penalty: 3696.503906
	Iteration 15Q: 3 clusters Score -7975428 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81112 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -7976435.500000 Penalty: 3696.503906
	Iteration 16Q: 3 clusters Score -7976436 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82588 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -7977152.500000 Penalty: 3696.503906
	Iteration 17Q: 3 clusters Score -7977152 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -7977676.500000 Penalty: 3696.503906
	Iteration 18Q: 3 clusters Score -7977676 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -7978021.500000 Penalty: 3696.503906
	Iteration 19Q: 3 clusters Score -7978022 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84900 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7978246.500000 Penalty: 3696.503906
	Iteration 20F: 3 clusters Score -7978246 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7978443.500000 Penalty: 3696.503906
	Iteration 21Q: 3 clusters Score -7978444 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7978593.000000 Penalty: 3696.503906
	Iteration 22Q: 3 clusters Score -7978593 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85712 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7978670.000000 Penalty: 3696.503906
	Iteration 23Q: 3 clusters Score -7978670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7978723.500000 Penalty: 3696.503906
	Iteration 24Q: 3 clusters Score -7978724 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7978750.500000 Penalty: 3696.503906
	Iteration 25Q: 3 clusters Score -7978750 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7978793.000000 Penalty: 3696.503906
	Iteration 26Q: 3 clusters Score -7978793 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7978803.000000 Penalty: 3696.503906
	Iteration 27Q: 3 clusters Score -7978803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7978810.500000 Penalty: 3696.503906
	Iteration 28Q: 3 clusters Score -7978810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86080 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7978821.500000 Penalty: 3696.503906
	Iteration 29Q: 3 clusters Score -7978822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7978825.500000 Penalty: 3696.503906
	Iteration 30Q: 3 clusters Score -7978826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7978839.500000 Penalty: 3696.503906
	Iteration 31Q: 3 clusters Score -7978840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86121 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7978854.500000 Penalty: 3696.503906
	Iteration 32Q: 3 clusters Score -7978854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7978868.500000 Penalty: 3696.503906
	Iteration 33Q: 3 clusters Score -7978868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7978874.000000 Penalty: 3696.503906
	Iteration 34Q: 3 clusters Score -7978874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7978886.500000 Penalty: 3696.503906
	Iteration 35Q: 3 clusters Score -7978886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7978896.000000 Penalty: 3696.503906
	Iteration 36Q: 3 clusters Score -7978896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86188 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7978900.500000 Penalty: 3696.503906
	Iteration 37Q: 3 clusters Score -7978900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7978905.500000 Penalty: 3696.503906
	Iteration 38Q: 3 clusters Score -7978906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7978907.000000 Penalty: 3696.503906
	Iteration 39Q: 3 clusters Score -7978907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7978905.000000 Penalty: 3696.503906
	Iteration 40F: 3 clusters Score -7978905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7978912.000000 Penalty: 3696.503906
	Iteration 41Q: 3 clusters Score -7978912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7978910.500000 Penalty: 3696.503906
	Iteration 42Q: 3 clusters Score -7978910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7978909.000000 Penalty: 3696.503906
	Iteration 43Q: 3 clusters Score -7978909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7978908.000000 Penalty: 3696.503906
	Iteration 44Q: 3 clusters Score -7978908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7978914.500000 Penalty: 3696.503906
	Iteration 45Q: 3 clusters Score -7978914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86221 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7978920.000000 Penalty: 3696.503906
	Iteration 46Q: 3 clusters Score -7978920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7978925.000000 Penalty: 3696.503906
	Iteration 47Q: 3 clusters Score -7978925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7978926.500000 Penalty: 3696.503906
	Iteration 48Q: 3 clusters Score -7978926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7978923.000000 Penalty: 3696.503906
	Iteration 49Q: 3 clusters Score -7978923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7978934.000000 Penalty: 3696.503906
	Iteration 50Q: 3 clusters Score -7978934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7978937.000000 Penalty: 3696.503906
	Iteration 51Q: 3 clusters Score -7978937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7978943.000000 Penalty: 3696.503906
	Iteration 52Q: 3 clusters Score -7978943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86255 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7978939.000000 Penalty: 3696.503906
	Iteration 53Q: 3 clusters Score -7978939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7978953.500000 Penalty: 3696.503906
	Iteration 54Q: 3 clusters Score -7978954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86262 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7978947.500000 Penalty: 3696.503906
	Iteration 55Q: 3 clusters Score -7978948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7978953.500000 Penalty: 3696.503906
	Iteration 56Q: 3 clusters Score -7978954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7978954.500000 Penalty: 3696.503906
	Iteration 57Q: 3 clusters Score -7978954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86262 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7978957.000000 Penalty: 3696.503906
	Iteration 58Q: 3 clusters Score -7978957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7978959.500000 Penalty: 3696.503906
	Iteration 59Q: 3 clusters Score -7978960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7978965.500000 Penalty: 3696.503906
	Iteration 60F: 3 clusters Score -7978966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7978966.500000 Penalty: 3696.503906
	Iteration 61Q: 3 clusters Score -7978966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7978973.000000 Penalty: 3696.503906
	Iteration 62Q: 3 clusters Score -7978973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7978968.500000 Penalty: 3696.503906
	Iteration 63Q: 3 clusters Score -7978968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7978967.500000 Penalty: 3696.503906
	Iteration 64Q: 3 clusters Score -7978968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86271 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7978973.000000 Penalty: 3696.503906
	Iteration 65Q: 3 clusters Score -7978973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86271 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7978971.500000 Penalty: 3696.503906
	Iteration 66Q: 3 clusters Score -7978972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7978971.000000 Penalty: 3696.503906
	Iteration 67Q: 3 clusters Score -7978971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86271 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7978975.000000 Penalty: 3696.503906
	Iteration 68Q: 3 clusters Score -7978975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7978976.500000 Penalty: 3696.503906
	Iteration 69Q: 3 clusters Score -7978976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86275 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7978982.500000 Penalty: 3696.503906
	Iteration 70Q: 3 clusters Score -7978982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7978983.500000 Penalty: 3696.503906
	Iteration 71Q: 3 clusters Score -7978984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7978984.000000 Penalty: 3696.503906
	Iteration 72Q: 3 clusters Score -7978984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7978984.000000 Penalty: 3696.503906
	Iteration 73F: 3 clusters Score -7978984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Entering Unmasked Estep 
Score: -679734.812500 Penalty: 1435.769043
	Iteration 0F: 2 clusters Score -679734.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -674610.312500 Penalty: 2871.538086
	Iteration 0F: 3 clusters Score -674610.3 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -676133.500000 Penalty: 2871.538086
	Iteration 1F: 3 clusters Score -676133.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -676318.250000 Penalty: 2871.538086
	Iteration 2F: 3 clusters Score -676318.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -676431.125000 Penalty: 2871.538086
	Iteration 3Q: 3 clusters Score -676431.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -676508.625000 Penalty: 2871.538086
	Iteration 4Q: 3 clusters Score -676508.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -676561.250000 Penalty: 2871.538086
	Iteration 5Q: 3 clusters Score -676561.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -676593.187500 Penalty: 2871.538086
	Iteration 6Q: 3 clusters Score -676593.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -676621.437500 Penalty: 2871.538086
	Iteration 7Q: 3 clusters Score -676621.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -676647.687500 Penalty: 2871.538086
	Iteration 8Q: 3 clusters Score -676647.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -676671.812500 Penalty: 2871.538086
	Iteration 9Q: 3 clusters Score -676671.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -676693.000000 Penalty: 2871.538086
	Iteration 10Q: 3 clusters Score -676693 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -676719.937500 Penalty: 2871.538086
	Iteration 11Q: 3 clusters Score -676719.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -676741.125000 Penalty: 2871.538086
	Iteration 12Q: 3 clusters Score -676741.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -676768.000000 Penalty: 2871.538086
	Iteration 13Q: 3 clusters Score -676768 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -676798.062500 Penalty: 2871.538086
	Iteration 14Q: 3 clusters Score -676798.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -676827.125000 Penalty: 2871.538086
	Iteration 15Q: 3 clusters Score -676827.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -676855.500000 Penalty: 2871.538086
	Iteration 16Q: 3 clusters Score -676855.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -676889.312500 Penalty: 2871.538086
	Iteration 17Q: 3 clusters Score -676889.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -676923.125000 Penalty: 2871.538086
	Iteration 18Q: 3 clusters Score -676923.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -676965.625000 Penalty: 2871.538086
	Iteration 19Q: 3 clusters Score -676965.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -677023.562500 Penalty: 2871.538086
	Iteration 20F: 3 clusters Score -677023.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -677102.937500 Penalty: 2871.538086
	Iteration 21Q: 3 clusters Score -677102.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -677188.562500 Penalty: 2871.538086
	Iteration 22Q: 3 clusters Score -677188.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -677275.812500 Penalty: 2871.538086
	Iteration 23Q: 3 clusters Score -677275.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -677373.937500 Penalty: 2871.538086
	Iteration 24Q: 3 clusters Score -677373.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -677491.937500 Penalty: 2871.538086
	Iteration 25Q: 3 clusters Score -677491.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -677618.187500 Penalty: 2871.538086
	Iteration 26Q: 3 clusters Score -677618.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -677737.000000 Penalty: 2871.538086
	Iteration 27Q: 3 clusters Score -677737 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -677844.562500 Penalty: 2871.538086
	Iteration 28Q: 3 clusters Score -677844.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -677932.312500 Penalty: 2871.538086
	Iteration 29Q: 3 clusters Score -677932.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -678017.375000 Penalty: 2871.538086
	Iteration 30Q: 3 clusters Score -678017.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -678097.000000 Penalty: 2871.538086
	Iteration 31Q: 3 clusters Score -678097 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -678187.687500 Penalty: 2871.538086
	Iteration 32Q: 3 clusters Score -678187.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -678249.437500 Penalty: 2871.538086
	Iteration 33Q: 3 clusters Score -678249.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -678311.625000 Penalty: 2871.538086
	Iteration 34Q: 3 clusters Score -678311.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -678370.625000 Penalty: 2871.538086
	Iteration 35Q: 3 clusters Score -678370.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -678414.312500 Penalty: 2871.538086
	Iteration 36Q: 3 clusters Score -678414.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -678446.250000 Penalty: 2871.538086
	Iteration 37Q: 3 clusters Score -678446.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -678466.812500 Penalty: 2871.538086
	Iteration 38Q: 3 clusters Score -678466.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -678479.437500 Penalty: 2871.538086
	Iteration 39Q: 3 clusters Score -678479.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -678485.000000 Penalty: 2871.538086
	Iteration 40F: 3 clusters Score -678485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -678496.437500 Penalty: 2871.538086
	Iteration 41Q: 3 clusters Score -678496.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -678505.250000 Penalty: 2871.538086
	Iteration 42Q: 3 clusters Score -678505.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -678511.250000 Penalty: 2871.538086
	Iteration 43Q: 3 clusters Score -678511.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -678515.000000 Penalty: 2871.538086
	Iteration 44Q: 3 clusters Score -678515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -678518.937500 Penalty: 2871.538086
	Iteration 45Q: 3 clusters Score -678518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -678522.000000 Penalty: 2871.538086
	Iteration 46Q: 3 clusters Score -678522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -678523.187500 Penalty: 2871.538086
	Iteration 47Q: 3 clusters Score -678523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -678523.187500 Penalty: 2871.538086
	Iteration 48Q: 3 clusters Score -678523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -678523.187500 Penalty: 2871.538086
	Iteration 49F: 3 clusters Score -678523.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Entering Unmasked Estep 
Score: -1083518.500000 Penalty: 1515.762207
	Iteration 0F: 2 clusters Score -1083518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1075558.125000 Penalty: 3031.524414
	Iteration 0F: 3 clusters Score -1075558 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1078205.750000 Penalty: 3031.524414
	Iteration 1F: 3 clusters Score -1078206 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1078588.375000 Penalty: 3031.524414
	Iteration 2F: 3 clusters Score -1078588 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1078984.750000 Penalty: 3031.524414
	Iteration 3F: 3 clusters Score -1078985 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1079424.625000 Penalty: 3031.524414
	Iteration 4F: 3 clusters Score -1079425 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1079958.250000 Penalty: 3031.524414
	Iteration 5F: 3 clusters Score -1079958 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1080550.875000 Penalty: 3031.524414
	Iteration 6F: 3 clusters Score -1080551 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1081135.625000 Penalty: 3031.524414
	Iteration 7F: 3 clusters Score -1081136 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1081578.875000 Penalty: 3031.524414
	Iteration 8Q: 3 clusters Score -1081579 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1081850.125000 Penalty: 3031.524414
	Iteration 9Q: 3 clusters Score -1081850 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1082024.625000 Penalty: 3031.524414
	Iteration 10Q: 3 clusters Score -1082025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1082107.625000 Penalty: 3031.524414
	Iteration 11Q: 3 clusters Score -1082108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1082127.875000 Penalty: 3031.524414
	Iteration 12Q: 3 clusters Score -1082128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1082140.000000 Penalty: 3031.524414
	Iteration 13Q: 3 clusters Score -1082140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1082149.500000 Penalty: 3031.524414
	Iteration 14Q: 3 clusters Score -1082150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1082153.125000 Penalty: 3031.524414
	Iteration 15Q: 3 clusters Score -1082153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1082154.250000 Penalty: 3031.524414
	Iteration 16Q: 3 clusters Score -1082154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1082157.500000 Penalty: 3031.524414
	Iteration 17Q: 3 clusters Score -1082158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1082158.750000 Penalty: 3031.524414
	Iteration 18Q: 3 clusters Score -1082159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1082165.250000 Penalty: 3031.524414
	Iteration 19Q: 3 clusters Score -1082165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1082165.750000 Penalty: 3031.524414
	Iteration 20F: 3 clusters Score -1082166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1082167.375000 Penalty: 3031.524414
	Iteration 21Q: 3 clusters Score -1082167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1082167.375000 Penalty: 3031.524414
	Iteration 22F: 3 clusters Score -1082167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Entering Unmasked Estep 
Score: -882873.000000 Penalty: 1506.852661
	Iteration 0F: 2 clusters Score -882873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -875289.375000 Penalty: 3013.705322
	Iteration 0F: 3 clusters Score -875289.4 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -877943.125000 Penalty: 3013.705322
	Iteration 1F: 3 clusters Score -877943.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -878343.500000 Penalty: 3013.705322
	Iteration 2F: 3 clusters Score -878343.5 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -878766.750000 Penalty: 3013.705322
	Iteration 3F: 3 clusters Score -878766.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -879192.437500 Penalty: 3013.705322
	Iteration 4F: 3 clusters Score -879192.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -879585.062500 Penalty: 3013.705322
	Iteration 5F: 3 clusters Score -879585.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -879942.312500 Penalty: 3013.705322
	Iteration 6F: 3 clusters Score -879942.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -880229.687500 Penalty: 3013.705322
	Iteration 7Q: 3 clusters Score -880229.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -880445.500000 Penalty: 3013.705322
	Iteration 8Q: 3 clusters Score -880445.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -880620.062500 Penalty: 3013.705322
	Iteration 9Q: 3 clusters Score -880620.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -880782.625000 Penalty: 3013.705322
	Iteration 10Q: 3 clusters Score -880782.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -880921.250000 Penalty: 3013.705322
	Iteration 11Q: 3 clusters Score -880921.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -881019.625000 Penalty: 3013.705322
	Iteration 12Q: 3 clusters Score -881019.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -881097.625000 Penalty: 3013.705322
	Iteration 13Q: 3 clusters Score -881097.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -881165.000000 Penalty: 3013.705322
	Iteration 14Q: 3 clusters Score -881165 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -881231.500000 Penalty: 3013.705322
	Iteration 15Q: 3 clusters Score -881231.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -881292.000000 Penalty: 3013.705322
	Iteration 16Q: 3 clusters Score -881292 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -881353.500000 Penalty: 3013.705322
	Iteration 17Q: 3 clusters Score -881353.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -881424.187500 Penalty: 3013.705322
	Iteration 18Q: 3 clusters Score -881424.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -881489.000000 Penalty: 3013.705322
	Iteration 19Q: 3 clusters Score -881489 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -881552.187500 Penalty: 3013.705322
	Iteration 20F: 3 clusters Score -881552.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -881606.000000 Penalty: 3013.705322
	Iteration 21Q: 3 clusters Score -881606 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -881651.250000 Penalty: 3013.705322
	Iteration 22Q: 3 clusters Score -881651.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -881699.062500 Penalty: 3013.705322
	Iteration 23Q: 3 clusters Score -881699.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -881744.500000 Penalty: 3013.705322
	Iteration 24Q: 3 clusters Score -881744.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -881780.437500 Penalty: 3013.705322
	Iteration 25Q: 3 clusters Score -881780.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -881819.000000 Penalty: 3013.705322
	Iteration 26Q: 3 clusters Score -881819 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -881855.500000 Penalty: 3013.705322
	Iteration 27Q: 3 clusters Score -881855.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -881889.250000 Penalty: 3013.705322
	Iteration 28Q: 3 clusters Score -881889.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -881911.125000 Penalty: 3013.705322
	Iteration 29Q: 3 clusters Score -881911.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -881937.250000 Penalty: 3013.705322
	Iteration 30Q: 3 clusters Score -881937.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -881958.375000 Penalty: 3013.705322
	Iteration 31Q: 3 clusters Score -881958.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -881978.000000 Penalty: 3013.705322
	Iteration 32Q: 3 clusters Score -881978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -881991.187500 Penalty: 3013.705322
	Iteration 33Q: 3 clusters Score -881991.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -882004.062500 Penalty: 3013.705322
	Iteration 34Q: 3 clusters Score -882004.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -882015.437500 Penalty: 3013.705322
	Iteration 35Q: 3 clusters Score -882015.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -882027.437500 Penalty: 3013.705322
	Iteration 36Q: 3 clusters Score -882027.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -882044.500000 Penalty: 3013.705322
	Iteration 37Q: 3 clusters Score -882044.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -882054.312500 Penalty: 3013.705322
	Iteration 38Q: 3 clusters Score -882054.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -882064.937500 Penalty: 3013.705322
	Iteration 39Q: 3 clusters Score -882064.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -882080.562500 Penalty: 3013.705322
	Iteration 40F: 3 clusters Score -882080.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -882095.562500 Penalty: 3013.705322
	Iteration 41Q: 3 clusters Score -882095.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -882110.125000 Penalty: 3013.705322
	Iteration 42Q: 3 clusters Score -882110.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -882116.687500 Penalty: 3013.705322
	Iteration 43Q: 3 clusters Score -882116.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -882119.687500 Penalty: 3013.705322
	Iteration 44Q: 3 clusters Score -882119.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -882122.187500 Penalty: 3013.705322
	Iteration 45Q: 3 clusters Score -882122.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -882124.125000 Penalty: 3013.705322
	Iteration 46Q: 3 clusters Score -882124.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -882126.187500 Penalty: 3013.705322
	Iteration 47Q: 3 clusters Score -882126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -882132.125000 Penalty: 3013.705322
	Iteration 48Q: 3 clusters Score -882132.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -882133.625000 Penalty: 3013.705322
	Iteration 49Q: 3 clusters Score -882133.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -882138.312500 Penalty: 3013.705322
	Iteration 50Q: 3 clusters Score -882138.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -882143.250000 Penalty: 3013.705322
	Iteration 51Q: 3 clusters Score -882143.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -882145.875000 Penalty: 3013.705322
	Iteration 52Q: 3 clusters Score -882145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -882148.937500 Penalty: 3013.705322
	Iteration 53Q: 3 clusters Score -882148.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -882150.125000 Penalty: 3013.705322
	Iteration 54Q: 3 clusters Score -882150.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -882151.187500 Penalty: 3013.705322
	Iteration 55Q: 3 clusters Score -882151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -882152.000000 Penalty: 3013.705322
	Iteration 56Q: 3 clusters Score -882152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -882154.625000 Penalty: 3013.705322
	Iteration 57Q: 3 clusters Score -882154.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -882156.500000 Penalty: 3013.705322
	Iteration 58Q: 3 clusters Score -882156.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -882158.500000 Penalty: 3013.705322
	Iteration 59Q: 3 clusters Score -882158.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -882160.750000 Penalty: 3013.705322
	Iteration 60F: 3 clusters Score -882160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -882161.125000 Penalty: 3013.705322
	Iteration 61Q: 3 clusters Score -882161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -882162.437500 Penalty: 3013.705322
	Iteration 62Q: 3 clusters Score -882162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -882163.812500 Penalty: 3013.705322
	Iteration 63Q: 3 clusters Score -882163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -882164.875000 Penalty: 3013.705322
	Iteration 64Q: 3 clusters Score -882164.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -882166.125000 Penalty: 3013.705322
	Iteration 65Q: 3 clusters Score -882166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -882166.750000 Penalty: 3013.705322
	Iteration 66Q: 3 clusters Score -882166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -882167.312500 Penalty: 3013.705322
	Iteration 67Q: 3 clusters Score -882167.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -882167.875000 Penalty: 3013.705322
	Iteration 68Q: 3 clusters Score -882167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -882167.937500 Penalty: 3013.705322
	Iteration 69Q: 3 clusters Score -882167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -882168.937500 Penalty: 3013.705322
	Iteration 70Q: 3 clusters Score -882168.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -882169.000000 Penalty: 3013.705322
	Iteration 71Q: 3 clusters Score -882169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -882168.687500 Penalty: 3013.705322
	Iteration 72Q: 3 clusters Score -882168.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -882168.687500 Penalty: 3013.705322
	Iteration 73F: 3 clusters Score -882168.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -70491.132812 Penalty: 1105.749878
	Iteration 0F: 2 clusters Score -70491.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69170.375000 Penalty: 2211.499756
	Iteration 0F: 3 clusters Score -69170.38 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69503.734375 Penalty: 2211.499756
	Iteration 1F: 3 clusters Score -69503.73 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -69593.101562 Penalty: 2211.499756
	Iteration 2F: 3 clusters Score -69593.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69643.609375 Penalty: 2211.499756
	Iteration 3Q: 3 clusters Score -69643.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69692.960938 Penalty: 2211.499756
	Iteration 4Q: 3 clusters Score -69692.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69727.929688 Penalty: 2211.499756
	Iteration 5Q: 3 clusters Score -69727.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69769.820312 Penalty: 2211.499756
	Iteration 6Q: 3 clusters Score -69769.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -69803.109375 Penalty: 2211.499756
	Iteration 7Q: 3 clusters Score -69803.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -69831.960938 Penalty: 2211.499756
	Iteration 8Q: 3 clusters Score -69831.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -69845.507812 Penalty: 2211.499756
	Iteration 9Q: 3 clusters Score -69845.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -69856.179688 Penalty: 2211.499756
	Iteration 10Q: 3 clusters Score -69856.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69866.859375 Penalty: 2211.499756
	Iteration 11Q: 3 clusters Score -69866.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69878.781250 Penalty: 2211.499756
	Iteration 12Q: 3 clusters Score -69878.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69884.539062 Penalty: 2211.499756
	Iteration 13Q: 3 clusters Score -69884.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69889.023438 Penalty: 2211.499756
	Iteration 14Q: 3 clusters Score -69889.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69895.968750 Penalty: 2211.499756
	Iteration 15Q: 3 clusters Score -69895.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69907.507812 Penalty: 2211.499756
	Iteration 16Q: 3 clusters Score -69907.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69916.187500 Penalty: 2211.499756
	Iteration 17Q: 3 clusters Score -69916.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -69925.226562 Penalty: 2211.499756
	Iteration 18Q: 3 clusters Score -69925.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -69936.343750 Penalty: 2211.499756
	Iteration 19Q: 3 clusters Score -69936.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69947.953125 Penalty: 2211.499756
	Iteration 20F: 3 clusters Score -69947.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -69971.984375 Penalty: 2211.499756
	Iteration 21Q: 3 clusters Score -69971.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -69979.070312 Penalty: 2211.499756
	Iteration 22Q: 3 clusters Score -69979.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -69986.125000 Penalty: 2211.499756
	Iteration 23Q: 3 clusters Score -69986.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -69990.609375 Penalty: 2211.499756
	Iteration 24Q: 3 clusters Score -69990.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -69992.539062 Penalty: 2211.499756
	Iteration 25Q: 3 clusters Score -69992.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -69998.671875 Penalty: 2211.499756
	Iteration 26Q: 3 clusters Score -69998.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70000.273438 Penalty: 2211.499756
	Iteration 27Q: 3 clusters Score -70000.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70000.273438 Penalty: 2211.499756
	Iteration 28F: 3 clusters Score -70000.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207135 members 
Mstep: Class 7 contains 37020 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 66420 members 
Mstep: Class 10 contains 8035 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14666 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 20620 members 
Mstep: Class 17 contains 87017 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 10646 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853352.000000 Penalty: 45368.945312
Iteration 199Q: 22 clusters Score -5.385335e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 207059 members 
Mstep: Class 7 contains 37020 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 66424 members 
Mstep: Class 10 contains 8036 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14726 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8424 members 
Mstep: Class 16 contains 20623 members 
Mstep: Class 17 contains 87019 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 10646 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853400.000000 Penalty: 45368.945312
Iteration 200F: 22 clusters Score -5.38534e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206968 members 
Mstep: Class 7 contains 37022 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 66427 members 
Mstep: Class 10 contains 8037 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14805 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8424 members 
Mstep: Class 16 contains 20625 members 
Mstep: Class 17 contains 87020 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 10645 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 22 clusters Score -5.385342e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206873 members 
Mstep: Class 7 contains 37022 members 
Mstep: Class 8 contains 9323 members 
Mstep: Class 9 contains 66430 members 
Mstep: Class 10 contains 8037 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14880 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 20627 members 
Mstep: Class 17 contains 87023 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11247 members 
Mstep: Class 20 contains 10646 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
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Iteration 202Q: 22 clusters Score -5.38534e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206791 members 
Mstep: Class 7 contains 37022 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66431 members 
Mstep: Class 10 contains 8039 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 14944 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 20630 members 
Mstep: Class 17 contains 87026 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 10649 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 22 clusters Score -5.385345e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206720 members 
Mstep: Class 7 contains 37024 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66433 members 
Mstep: Class 10 contains 8040 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15003 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20632 members 
Mstep: Class 17 contains 87026 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 10649 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 22 clusters Score -5.385341e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206654 members 
Mstep: Class 7 contains 37025 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66436 members 
Mstep: Class 10 contains 8040 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15055 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20632 members 
Mstep: Class 17 contains 87026 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 10650 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 205Q: 22 clusters Score -5.385337e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206592 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66437 members 
Mstep: Class 10 contains 8041 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15106 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20631 members 
Mstep: Class 17 contains 87026 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11251 members 
Mstep: Class 20 contains 10649 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 206Q: 22 clusters Score -5.385337e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206537 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66432 members 
Mstep: Class 10 contains 8043 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15153 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 20631 members 
Mstep: Class 17 contains 87027 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 10649 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 207Q: 22 clusters Score -5.385342e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206476 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66438 members 
Mstep: Class 10 contains 8045 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15194 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 20631 members 
Mstep: Class 17 contains 87027 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 10650 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853408.000000 Penalty: 45368.945312
Iteration 208Q: 22 clusters Score -5.385341e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206426 members 
Mstep: Class 7 contains 37029 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66438 members 
Mstep: Class 10 contains 8045 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15231 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 20631 members 
Mstep: Class 17 contains 87028 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11251 members 
Mstep: Class 20 contains 10651 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853404.000000 Penalty: 45368.945312
Iteration 209Q: 22 clusters Score -5.38534e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206377 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66430 members 
Mstep: Class 10 contains 8046 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15274 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 20633 members 
Mstep: Class 17 contains 87028 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11251 members 
Mstep: Class 20 contains 10653 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853400.000000 Penalty: 45368.945312
Iteration 210Q: 22 clusters Score -5.38534e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206325 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66432 members 
Mstep: Class 10 contains 8046 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15310 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8430 members 
Mstep: Class 16 contains 20634 members 
Mstep: Class 17 contains 87028 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11251 members 
Mstep: Class 20 contains 10656 members 
Mstep: Class 21 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853432.000000 Penalty: 45368.945312
Iteration 211Q: 22 clusters Score -5.385343e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206258 members 
Mstep: Class 7 contains 37029 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66434 members 
Mstep: Class 10 contains 8046 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15354 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8430 members 
Mstep: Class 16 contains 20635 members 
Mstep: Class 17 contains 87028 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 10661 members 
Mstep: Class 21 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853416.000000 Penalty: 45368.945312
Iteration 212Q: 22 clusters Score -5.385342e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206194 members 
Mstep: Class 7 contains 37029 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66436 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15398 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8430 members 
Mstep: Class 16 contains 20637 members 
Mstep: Class 17 contains 87029 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 10666 members 
Mstep: Class 21 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853488.000000 Penalty: 45368.945312
Iteration 213Q: 22 clusters Score -5.385349e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6444 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206141 members 
Mstep: Class 7 contains 37029 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66428 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15441 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 16 contains 20639 members 
Mstep: Class 17 contains 87030 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11253 members 
Mstep: Class 20 contains 10667 members 
Mstep: Class 21 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853504.000000 Penalty: 45368.945312
Iteration 214Q: 22 clusters Score -5.38535e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206072 members 
Mstep: Class 7 contains 37030 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66417 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15501 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8433 members 
Mstep: Class 16 contains 20643 members 
Mstep: Class 17 contains 87033 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 10667 members 
Mstep: Class 21 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853500.000000 Penalty: 45368.945312
Iteration 215Q: 22 clusters Score -5.38535e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 206014 members 
Mstep: Class 7 contains 37031 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66411 members 
Mstep: Class 10 contains 8048 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15545 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8434 members 
Mstep: Class 16 contains 20642 members 
Mstep: Class 17 contains 87034 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11254 members 
Mstep: Class 20 contains 10670 members 
Mstep: Class 21 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853436.000000 Penalty: 45368.945312
Iteration 216Q: 22 clusters Score -5.385344e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205963 members 
Mstep: Class 7 contains 37031 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66397 members 
Mstep: Class 10 contains 8052 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15591 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8435 members 
Mstep: Class 16 contains 20641 members 
Mstep: Class 17 contains 87037 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10671 members 
Mstep: Class 21 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853424.000000 Penalty: 45368.945312
Iteration 217Q: 22 clusters Score -5.385342e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205902 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66387 members 
Mstep: Class 10 contains 8054 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15643 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8436 members 
Mstep: Class 16 contains 20641 members 
Mstep: Class 17 contains 87038 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 10667 members 
Mstep: Class 21 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853440.000000 Penalty: 45368.945312
Iteration 218Q: 22 clusters Score -5.385344e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205850 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66382 members 
Mstep: Class 10 contains 8055 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15687 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8436 members 
Mstep: Class 16 contains 20640 members 
Mstep: Class 17 contains 87039 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10668 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853468.000000 Penalty: 45368.945312
Iteration 219Q: 22 clusters Score -5.385347e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205796 members 
Mstep: Class 7 contains 37036 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66377 members 
Mstep: Class 10 contains 8055 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15724 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 20641 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11257 members 
Mstep: Class 20 contains 10668 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853452.000000 Penalty: 45368.945312
Iteration 220F: 22 clusters Score -5.385345e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6443 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205750 members 
Mstep: Class 7 contains 37037 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66361 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 20642 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 10670 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853464.000000 Penalty: 45368.945312
Iteration 221Q: 22 clusters Score -5.385346e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205720 members 
Mstep: Class 7 contains 37037 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66345 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15803 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 20642 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 10670 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853492.000000 Penalty: 45368.945312
Iteration 222Q: 22 clusters Score -5.385349e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6440 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205689 members 
Mstep: Class 7 contains 37037 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66342 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15831 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 20643 members 
Mstep: Class 17 contains 87040 members 
Mstep: Class 18 contains 6873 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 10672 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853468.000000 Penalty: 45368.945312
Iteration 223Q: 22 clusters Score -5.385347e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6440 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205659 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66336 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15848 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 20644 members 
Mstep: Class 17 contains 87039 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10677 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853484.000000 Penalty: 45368.945312
Iteration 224Q: 22 clusters Score -5.385348e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6438 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205635 members 
Mstep: Class 7 contains 37036 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66330 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15865 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 20645 members 
Mstep: Class 17 contains 87037 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10681 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853448.000000 Penalty: 45368.945312
Iteration 225Q: 22 clusters Score -5.385345e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6436 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205611 members 
Mstep: Class 7 contains 37036 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66326 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15883 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 20642 members 
Mstep: Class 17 contains 87036 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10684 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 22 clusters Score -5.38534e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6436 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205595 members 
Mstep: Class 7 contains 37036 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66323 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15898 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 20641 members 
Mstep: Class 17 contains 87036 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853408.000000 Penalty: 45368.945312
Iteration 227Q: 22 clusters Score -5.385341e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6435 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205581 members 
Mstep: Class 7 contains 37036 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66323 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15910 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8436 members 
Mstep: Class 16 contains 20642 members 
Mstep: Class 17 contains 87035 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 10686 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
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Score: -53853408.000000 Penalty: 45368.945312
Iteration 228Q: 22 clusters Score -5.385341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205573 members 
Mstep: Class 7 contains 37037 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66324 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15919 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 20641 members 
Mstep: Class 17 contains 87035 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 10684 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853432.000000 Penalty: 45368.945312
Iteration 229Q: 22 clusters Score -5.385343e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205559 members 
Mstep: Class 7 contains 37037 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66322 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15935 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20639 members 
Mstep: Class 17 contains 87035 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 10684 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853396.000000 Penalty: 45368.945312
Iteration 230Q: 22 clusters Score -5.38534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205543 members 
Mstep: Class 7 contains 37037 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66320 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15950 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20639 members 
Mstep: Class 17 contains 87035 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853376.000000 Penalty: 45368.945312
Iteration 231Q: 22 clusters Score -5.385338e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205523 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66322 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15965 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20639 members 
Mstep: Class 17 contains 87036 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853380.000000 Penalty: 45368.945312
Iteration 232Q: 22 clusters Score -5.385338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205512 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66315 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15979 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20639 members 
Mstep: Class 17 contains 87038 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853376.000000 Penalty: 45368.945312
Iteration 233Q: 22 clusters Score -5.385338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205504 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66311 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 15989 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20639 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 10683 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853400.000000 Penalty: 45368.945312
Iteration 234Q: 22 clusters Score -5.38534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205490 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66308 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16002 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20639 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11263 members 
Mstep: Class 20 contains 10684 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853416.000000 Penalty: 45368.945312
Iteration 235Q: 22 clusters Score -5.385342e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205476 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66306 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16015 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20642 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 10684 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853384.000000 Penalty: 45368.945312
Iteration 236Q: 22 clusters Score -5.385338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205469 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66299 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20643 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 10686 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853404.000000 Penalty: 45368.945312
Iteration 237Q: 22 clusters Score -5.38534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205459 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66293 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16036 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20643 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10690 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853416.000000 Penalty: 45368.945312
Iteration 238Q: 22 clusters Score -5.385342e+07 nChanged 11
Entering ConstructFrom: 
Score: -53853416.000000 Penalty: 45368.945312
Entering ConstructFrom: 
Trying to split cluster 1 (11617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Entering Unmasked Estep 
Score: -1090150.875000 Penalty: 1521.036499
	Iteration 0F: 2 clusters Score -1090151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1081997.250000 Penalty: 3042.072998
	Iteration 0F: 3 clusters Score -1081997 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1084742.125000 Penalty: 3042.072998
	Iteration 1F: 3 clusters Score -1084742 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1085019.250000 Penalty: 3042.072998
	Iteration 2F: 3 clusters Score -1085019 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1085256.125000 Penalty: 3042.072998
	Iteration 3Q: 3 clusters Score -1085256 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1085507.875000 Penalty: 3042.072998
	Iteration 4Q: 3 clusters Score -1085508 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1085795.500000 Penalty: 3042.072998
	Iteration 5Q: 3 clusters Score -1085796 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1086128.625000 Penalty: 3042.072998
	Iteration 6Q: 3 clusters Score -1086129 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1086554.875000 Penalty: 3042.072998
	Iteration 7F: 3 clusters Score -1086555 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1087039.500000 Penalty: 3042.072998
	Iteration 8F: 3 clusters Score -1087040 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1087567.375000 Penalty: 3042.072998
	Iteration 9F: 3 clusters Score -1087567 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1088099.625000 Penalty: 3042.072998
	Iteration 10F: 3 clusters Score -1088100 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1088448.000000 Penalty: 3042.072998
	Iteration 11Q: 3 clusters Score -1088448 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1088662.750000 Penalty: 3042.072998
	Iteration 12Q: 3 clusters Score -1088663 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1088792.500000 Penalty: 3042.072998
	Iteration 13Q: 3 clusters Score -1088792 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1088883.875000 Penalty: 3042.072998
	Iteration 14Q: 3 clusters Score -1088884 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1088932.500000 Penalty: 3042.072998
	Iteration 15Q: 3 clusters Score -1088932 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1088972.750000 Penalty: 3042.072998
	Iteration 16Q: 3 clusters Score -1088973 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1089010.625000 Penalty: 3042.072998
	Iteration 17Q: 3 clusters Score -1089011 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1089034.500000 Penalty: 3042.072998
	Iteration 18Q: 3 clusters Score -1089034 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1089057.375000 Penalty: 3042.072998
	Iteration 19Q: 3 clusters Score -1089057 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1089074.250000 Penalty: 3042.072998
	Iteration 20F: 3 clusters Score -1089074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1089088.750000 Penalty: 3042.072998
	Iteration 21Q: 3 clusters Score -1089089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1089096.625000 Penalty: 3042.072998
	Iteration 22Q: 3 clusters Score -1089097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1089105.750000 Penalty: 3042.072998
	Iteration 23Q: 3 clusters Score -1089106 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1089122.750000 Penalty: 3042.072998
	Iteration 24Q: 3 clusters Score -1089123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1089131.250000 Penalty: 3042.072998
	Iteration 25Q: 3 clusters Score -1089131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1089140.000000 Penalty: 3042.072998
	Iteration 26Q: 3 clusters Score -1089140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1089151.875000 Penalty: 3042.072998
	Iteration 27Q: 3 clusters Score -1089152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1089164.625000 Penalty: 3042.072998
	Iteration 28Q: 3 clusters Score -1089165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1089172.125000 Penalty: 3042.072998
	Iteration 29Q: 3 clusters Score -1089172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1089179.625000 Penalty: 3042.072998
	Iteration 30Q: 3 clusters Score -1089180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1089180.375000 Penalty: 3042.072998
	Iteration 31Q: 3 clusters Score -1089180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1089184.375000 Penalty: 3042.072998
	Iteration 32Q: 3 clusters Score -1089184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1089186.875000 Penalty: 3042.072998
	Iteration 33Q: 3 clusters Score -1089187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1089191.125000 Penalty: 3042.072998
	Iteration 34Q: 3 clusters Score -1089191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1089195.750000 Penalty: 3042.072998
	Iteration 35Q: 3 clusters Score -1089196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1089198.125000 Penalty: 3042.072998
	Iteration 36Q: 3 clusters Score -1089198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1089198.500000 Penalty: 3042.072998
	Iteration 37Q: 3 clusters Score -1089198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1089201.375000 Penalty: 3042.072998
	Iteration 38Q: 3 clusters Score -1089201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1089204.000000 Penalty: 3042.072998
	Iteration 39Q: 3 clusters Score -1089204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1089206.750000 Penalty: 3042.072998
	Iteration 40F: 3 clusters Score -1089207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1089207.625000 Penalty: 3042.072998
	Iteration 41Q: 3 clusters Score -1089208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1089209.750000 Penalty: 3042.072998
	Iteration 42Q: 3 clusters Score -1089210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1089209.000000 Penalty: 3042.072998
	Iteration 43Q: 3 clusters Score -1089209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1089211.375000 Penalty: 3042.072998
	Iteration 44Q: 3 clusters Score -1089211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1089210.250000 Penalty: 3042.072998
	Iteration 45Q: 3 clusters Score -1089210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1089212.000000 Penalty: 3042.072998
	Iteration 46Q: 3 clusters Score -1089212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1089211.750000 Penalty: 3042.072998
	Iteration 47Q: 3 clusters Score -1089212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1089213.000000 Penalty: 3042.072998
	Iteration 48Q: 3 clusters Score -1089213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1089212.750000 Penalty: 3042.072998
	Iteration 49Q: 3 clusters Score -1089213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1089214.000000 Penalty: 3042.072998
	Iteration 50Q: 3 clusters Score -1089214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1089214.625000 Penalty: 3042.072998
	Iteration 51Q: 3 clusters Score -1089215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1089213.750000 Penalty: 3042.072998
	Iteration 52Q: 3 clusters Score -1089214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1089214.125000 Penalty: 3042.072998
	Iteration 53Q: 3 clusters Score -1089214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1089216.375000 Penalty: 3042.072998
	Iteration 54Q: 3 clusters Score -1089216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1089216.750000 Penalty: 3042.072998
	Iteration 55Q: 3 clusters Score -1089217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1089218.625000 Penalty: 3042.072998
	Iteration 56Q: 3 clusters Score -1089219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1089218.500000 Penalty: 3042.072998
	Iteration 57Q: 3 clusters Score -1089218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1089220.125000 Penalty: 3042.072998
	Iteration 58Q: 3 clusters Score -1089220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1089221.000000 Penalty: 3042.072998
	Iteration 59Q: 3 clusters Score -1089221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1089219.875000 Penalty: 3042.072998
	Iteration 60F: 3 clusters Score -1089220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1089223.125000 Penalty: 3042.072998
	Iteration 61Q: 3 clusters Score -1089223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1089224.125000 Penalty: 3042.072998
	Iteration 62Q: 3 clusters Score -1089224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1089224.125000 Penalty: 3042.072998
	Iteration 63Q: 3 clusters Score -1089224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1089226.500000 Penalty: 3042.072998
	Iteration 64Q: 3 clusters Score -1089226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1089226.125000 Penalty: 3042.072998
	Iteration 65Q: 3 clusters Score -1089226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1089229.750000 Penalty: 3042.072998
	Iteration 66Q: 3 clusters Score -1089230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1089231.750000 Penalty: 3042.072998
	Iteration 67Q: 3 clusters Score -1089232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1089235.000000 Penalty: 3042.072998
	Iteration 68Q: 3 clusters Score -1089235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1089236.750000 Penalty: 3042.072998
	Iteration 69Q: 3 clusters Score -1089237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1089238.625000 Penalty: 3042.072998
	Iteration 70Q: 3 clusters Score -1089239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1089241.000000 Penalty: 3042.072998
	Iteration 71Q: 3 clusters Score -1089241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1089244.625000 Penalty: 3042.072998
	Iteration 72Q: 3 clusters Score -1089245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1089244.000000 Penalty: 3042.072998
	Iteration 73Q: 3 clusters Score -1089244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1089243.375000 Penalty: 3042.072998
	Iteration 74Q: 3 clusters Score -1089243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1089246.625000 Penalty: 3042.072998
	Iteration 75Q: 3 clusters Score -1089247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1089247.000000 Penalty: 3042.072998
	Iteration 76Q: 3 clusters Score -1089247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1089248.000000 Penalty: 3042.072998
	Iteration 77Q: 3 clusters Score -1089248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1089249.000000 Penalty: 3042.072998
	Iteration 78Q: 3 clusters Score -1089249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1089249.000000 Penalty: 3042.072998
	Iteration 79Q: 3 clusters Score -1089249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1089246.250000 Penalty: 3042.072998
	Iteration 80F: 3 clusters Score -1089246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1089247.500000 Penalty: 3042.072998
	Iteration 81Q: 3 clusters Score -1089248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1089249.500000 Penalty: 3042.072998
	Iteration 82Q: 3 clusters Score -1089250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1089247.375000 Penalty: 3042.072998
	Iteration 83Q: 3 clusters Score -1089247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1089249.250000 Penalty: 3042.072998
	Iteration 84Q: 3 clusters Score -1089249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1089249.250000 Penalty: 3042.072998
	Iteration 85F: 3 clusters Score -1089249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Entering Unmasked Estep 
Score: -386049.375000 Penalty: 1350.801758
	Iteration 0F: 2 clusters Score -386049.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -382714.031250 Penalty: 2701.603516
	Iteration 0F: 3 clusters Score -382714 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -383685.437500 Penalty: 2701.603516
	Iteration 1F: 3 clusters Score -383685.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -384004.531250 Penalty: 2701.603516
	Iteration 2F: 3 clusters Score -384004.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -384329.218750 Penalty: 2701.603516
	Iteration 3F: 3 clusters Score -384329.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -384717.656250 Penalty: 2701.603516
	Iteration 4F: 3 clusters Score -384717.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -384991.531250 Penalty: 2701.603516
	Iteration 5F: 3 clusters Score -384991.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -385165.656250 Penalty: 2701.603516
	Iteration 6F: 3 clusters Score -385165.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -385309.687500 Penalty: 2701.603516
	Iteration 7Q: 3 clusters Score -385309.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -385411.718750 Penalty: 2701.603516
	Iteration 8Q: 3 clusters Score -385411.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -385484.281250 Penalty: 2701.603516
	Iteration 9Q: 3 clusters Score -385484.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -385535.250000 Penalty: 2701.603516
	Iteration 10Q: 3 clusters Score -385535.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -385567.843750 Penalty: 2701.603516
	Iteration 11Q: 3 clusters Score -385567.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -385589.343750 Penalty: 2701.603516
	Iteration 12Q: 3 clusters Score -385589.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -385610.531250 Penalty: 2701.603516
	Iteration 13Q: 3 clusters Score -385610.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -385635.593750 Penalty: 2701.603516
	Iteration 14Q: 3 clusters Score -385635.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -385646.468750 Penalty: 2701.603516
	Iteration 15Q: 3 clusters Score -385646.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -385653.562500 Penalty: 2701.603516
	Iteration 16Q: 3 clusters Score -385653.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -385658.968750 Penalty: 2701.603516
	Iteration 17Q: 3 clusters Score -385659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -385663.875000 Penalty: 2701.603516
	Iteration 18Q: 3 clusters Score -385663.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -385668.593750 Penalty: 2701.603516
	Iteration 19Q: 3 clusters Score -385668.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -385672.343750 Penalty: 2701.603516
	Iteration 20F: 3 clusters Score -385672.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -385678.968750 Penalty: 2701.603516
	Iteration 21Q: 3 clusters Score -385679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -385684.125000 Penalty: 2701.603516
	Iteration 22Q: 3 clusters Score -385684.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -385689.500000 Penalty: 2701.603516
	Iteration 23Q: 3 clusters Score -385689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -385694.281250 Penalty: 2701.603516
	Iteration 24Q: 3 clusters Score -385694.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -385701.281250 Penalty: 2701.603516
	Iteration 25Q: 3 clusters Score -385701.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -385706.281250 Penalty: 2701.603516
	Iteration 26Q: 3 clusters Score -385706.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -385721.781250 Penalty: 2701.603516
	Iteration 27Q: 3 clusters Score -385721.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -385727.062500 Penalty: 2701.603516
	Iteration 28Q: 3 clusters Score -385727.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -385729.656250 Penalty: 2701.603516
	Iteration 29Q: 3 clusters Score -385729.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -385733.125000 Penalty: 2701.603516
	Iteration 30Q: 3 clusters Score -385733.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -385738.343750 Penalty: 2701.603516
	Iteration 31Q: 3 clusters Score -385738.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -385745.093750 Penalty: 2701.603516
	Iteration 32Q: 3 clusters Score -385745.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -385752.031250 Penalty: 2701.603516
	Iteration 33Q: 3 clusters Score -385752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -385757.343750 Penalty: 2701.603516
	Iteration 34Q: 3 clusters Score -385757.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -385760.718750 Penalty: 2701.603516
	Iteration 35Q: 3 clusters Score -385760.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -385763.906250 Penalty: 2701.603516
	Iteration 36Q: 3 clusters Score -385763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -385767.406250 Penalty: 2701.603516
	Iteration 37Q: 3 clusters Score -385767.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -385773.375000 Penalty: 2701.603516
	Iteration 38Q: 3 clusters Score -385773.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -385778.031250 Penalty: 2701.603516
	Iteration 39Q: 3 clusters Score -385778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -385785.281250 Penalty: 2701.603516
	Iteration 40F: 3 clusters Score -385785.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -385789.500000 Penalty: 2701.603516
	Iteration 41Q: 3 clusters Score -385789.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -385794.375000 Penalty: 2701.603516
	Iteration 42Q: 3 clusters Score -385794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -385796.000000 Penalty: 2701.603516
	Iteration 43Q: 3 clusters Score -385796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -385798.250000 Penalty: 2701.603516
	Iteration 44Q: 3 clusters Score -385798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -385798.812500 Penalty: 2701.603516
	Iteration 45Q: 3 clusters Score -385798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -385799.781250 Penalty: 2701.603516
	Iteration 46Q: 3 clusters Score -385799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -385799.343750 Penalty: 2701.603516
	Iteration 47Q: 3 clusters Score -385799.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -385799.562500 Penalty: 2701.603516
	Iteration 48Q: 3 clusters Score -385799.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -385799.562500 Penalty: 2701.603516
	Iteration 49F: 3 clusters Score -385799.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Entering Unmasked Estep 
Score: -7627584.000000 Penalty: 1828.690674
	Iteration 0F: 2 clusters Score -7627584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -7576598.500000 Penalty: 3657.381348
	Iteration 0F: 3 clusters Score -7576598 nChanged 36662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -7597176.500000 Penalty: 3657.381348
	Iteration 1F: 3 clusters Score -7597176 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -7597665.000000 Penalty: 3657.381348
	Iteration 2Q: 3 clusters Score -7597665 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -7598274.000000 Penalty: 3657.381348
	Iteration 3Q: 3 clusters Score -7598274 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -7598971.000000 Penalty: 3657.381348
	Iteration 4Q: 3 clusters Score -7598971 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -7600072.000000 Penalty: 3657.381348
	Iteration 5Q: 3 clusters Score -7600072 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -7601666.000000 Penalty: 3657.381348
	Iteration 6Q: 3 clusters Score -7601666 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -7604259.500000 Penalty: 3657.381348
	Iteration 7F: 3 clusters Score -7604260 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -7607819.500000 Penalty: 3657.381348
	Iteration 8F: 3 clusters Score -7607820 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -7612468.000000 Penalty: 3657.381348
	Iteration 9F: 3 clusters Score -7612468 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -7616923.500000 Penalty: 3657.381348
	Iteration 10F: 3 clusters Score -7616924 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 70071 members 
Entering Unmasked Estep 
Score: -7620399.000000 Penalty: 3657.381348
	Iteration 11F: 3 clusters Score -7620399 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -7622731.500000 Penalty: 3657.381348
	Iteration 12Q: 3 clusters Score -7622732 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -7624169.500000 Penalty: 3657.381348
	Iteration 13Q: 3 clusters Score -7624170 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -7624955.000000 Penalty: 3657.381348
	Iteration 14Q: 3 clusters Score -7624955 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -7625400.000000 Penalty: 3657.381348
	Iteration 15Q: 3 clusters Score -7625400 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -7625653.500000 Penalty: 3657.381348
	Iteration 16Q: 3 clusters Score -7625654 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -7625835.000000 Penalty: 3657.381348
	Iteration 17Q: 3 clusters Score -7625835 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 76341 members 
Entering Unmasked Estep 
Score: -7625968.500000 Penalty: 3657.381348
	Iteration 18Q: 3 clusters Score -7625968 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -7626050.500000 Penalty: 3657.381348
	Iteration 19Q: 3 clusters Score -7626050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 76441 members 
Entering Unmasked Estep 
Score: -7626126.000000 Penalty: 3657.381348
	Iteration 20F: 3 clusters Score -7626126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -7626156.500000 Penalty: 3657.381348
	Iteration 21Q: 3 clusters Score -7626156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -7626179.500000 Penalty: 3657.381348
	Iteration 22Q: 3 clusters Score -7626180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 76496 members 
Entering Unmasked Estep 
Score: -7626193.000000 Penalty: 3657.381348
	Iteration 23Q: 3 clusters Score -7626193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -7626194.500000 Penalty: 3657.381348
	Iteration 24Q: 3 clusters Score -7626194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -7626216.000000 Penalty: 3657.381348
	Iteration 25Q: 3 clusters Score -7626216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -7626229.500000 Penalty: 3657.381348
	Iteration 26Q: 3 clusters Score -7626230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -7626233.500000 Penalty: 3657.381348
	Iteration 27Q: 3 clusters Score -7626234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -7626239.500000 Penalty: 3657.381348
	Iteration 28Q: 3 clusters Score -7626240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -7626244.000000 Penalty: 3657.381348
	Iteration 29Q: 3 clusters Score -7626244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -7626235.500000 Penalty: 3657.381348
	Iteration 30Q: 3 clusters Score -7626236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -7626243.500000 Penalty: 3657.381348
	Iteration 31Q: 3 clusters Score -7626244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -7626251.000000 Penalty: 3657.381348
	Iteration 32Q: 3 clusters Score -7626251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -7626245.000000 Penalty: 3657.381348
	Iteration 33Q: 3 clusters Score -7626245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -7626251.500000 Penalty: 3657.381348
	Iteration 34Q: 3 clusters Score -7626252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -7626251.000000 Penalty: 3657.381348
	Iteration 35Q: 3 clusters Score -7626251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -7626253.500000 Penalty: 3657.381348
	Iteration 36Q: 3 clusters Score -7626254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -7626251.500000 Penalty: 3657.381348
	Iteration 37Q: 3 clusters Score -7626252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -7626255.000000 Penalty: 3657.381348
	Iteration 38Q: 3 clusters Score -7626255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -7626262.500000 Penalty: 3657.381348
	Iteration 39Q: 3 clusters Score -7626262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -7626260.000000 Penalty: 3657.381348
	Iteration 40F: 3 clusters Score -7626260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -7626262.500000 Penalty: 3657.381348
	Iteration 41Q: 3 clusters Score -7626262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -7626268.500000 Penalty: 3657.381348
	Iteration 42Q: 3 clusters Score -7626268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -7626266.500000 Penalty: 3657.381348
	Iteration 43Q: 3 clusters Score -7626266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -7626264.000000 Penalty: 3657.381348
	Iteration 44Q: 3 clusters Score -7626264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -7626267.500000 Penalty: 3657.381348
	Iteration 45Q: 3 clusters Score -7626268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -7626265.000000 Penalty: 3657.381348
	Iteration 46Q: 3 clusters Score -7626265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -7626265.000000 Penalty: 3657.381348
	Iteration 47F: 3 clusters Score -7626265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -572798.125000 Penalty: 1425.019653
	Iteration 0F: 2 clusters Score -572798.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -567922.875000 Penalty: 2850.039307
	Iteration 0F: 3 clusters Score -567922.9 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -569341.687500 Penalty: 2850.039307
	Iteration 1F: 3 clusters Score -569341.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -569524.062500 Penalty: 2850.039307
	Iteration 2F: 3 clusters Score -569524.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -569694.937500 Penalty: 2850.039307
	Iteration 3Q: 3 clusters Score -569694.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -569925.625000 Penalty: 2850.039307
	Iteration 4Q: 3 clusters Score -569925.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -570256.625000 Penalty: 2850.039307
	Iteration 5F: 3 clusters Score -570256.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -570589.500000 Penalty: 2850.039307
	Iteration 6F: 3 clusters Score -570589.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -570921.437500 Penalty: 2850.039307
	Iteration 7F: 3 clusters Score -570921.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -571217.187500 Penalty: 2850.039307
	Iteration 8F: 3 clusters Score -571217.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -571433.812500 Penalty: 2850.039307
	Iteration 9F: 3 clusters Score -571433.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -571601.562500 Penalty: 2850.039307
	Iteration 10Q: 3 clusters Score -571601.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -571715.750000 Penalty: 2850.039307
	Iteration 11Q: 3 clusters Score -571715.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -571802.125000 Penalty: 2850.039307
	Iteration 12Q: 3 clusters Score -571802.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -571867.125000 Penalty: 2850.039307
	Iteration 13Q: 3 clusters Score -571867.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -571906.937500 Penalty: 2850.039307
	Iteration 14Q: 3 clusters Score -571906.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -571937.687500 Penalty: 2850.039307
	Iteration 15Q: 3 clusters Score -571937.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -571959.750000 Penalty: 2850.039307
	Iteration 16Q: 3 clusters Score -571959.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -571975.875000 Penalty: 2850.039307
	Iteration 17Q: 3 clusters Score -571975.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -571991.250000 Penalty: 2850.039307
	Iteration 18Q: 3 clusters Score -571991.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -572002.937500 Penalty: 2850.039307
	Iteration 19Q: 3 clusters Score -572002.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -572011.000000 Penalty: 2850.039307
	Iteration 20F: 3 clusters Score -572011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -572020.937500 Penalty: 2850.039307
	Iteration 21Q: 3 clusters Score -572020.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -572028.375000 Penalty: 2850.039307
	Iteration 22Q: 3 clusters Score -572028.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -572033.875000 Penalty: 2850.039307
	Iteration 23Q: 3 clusters Score -572033.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -572042.375000 Penalty: 2850.039307
	Iteration 24Q: 3 clusters Score -572042.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -572051.562500 Penalty: 2850.039307
	Iteration 25Q: 3 clusters Score -572051.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -572059.937500 Penalty: 2850.039307
	Iteration 26Q: 3 clusters Score -572059.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -572067.687500 Penalty: 2850.039307
	Iteration 27Q: 3 clusters Score -572067.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -572077.500000 Penalty: 2850.039307
	Iteration 28Q: 3 clusters Score -572077.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -572092.750000 Penalty: 2850.039307
	Iteration 29Q: 3 clusters Score -572092.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -572109.375000 Penalty: 2850.039307
	Iteration 30Q: 3 clusters Score -572109.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -572133.750000 Penalty: 2850.039307
	Iteration 31Q: 3 clusters Score -572133.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -572155.062500 Penalty: 2850.039307
	Iteration 32Q: 3 clusters Score -572155.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -572174.250000 Penalty: 2850.039307
	Iteration 33Q: 3 clusters Score -572174.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -572190.250000 Penalty: 2850.039307
	Iteration 34Q: 3 clusters Score -572190.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -572206.375000 Penalty: 2850.039307
	Iteration 35Q: 3 clusters Score -572206.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -572219.000000 Penalty: 2850.039307
	Iteration 36Q: 3 clusters Score -572219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -572234.187500 Penalty: 2850.039307
	Iteration 37Q: 3 clusters Score -572234.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -572254.062500 Penalty: 2850.039307
	Iteration 38Q: 3 clusters Score -572254.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -572270.625000 Penalty: 2850.039307
	Iteration 39Q: 3 clusters Score -572270.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -572287.937500 Penalty: 2850.039307
	Iteration 40F: 3 clusters Score -572287.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -572314.375000 Penalty: 2850.039307
	Iteration 41Q: 3 clusters Score -572314.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -572339.750000 Penalty: 2850.039307
	Iteration 42Q: 3 clusters Score -572339.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -572363.875000 Penalty: 2850.039307
	Iteration 43Q: 3 clusters Score -572363.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -572385.625000 Penalty: 2850.039307
	Iteration 44Q: 3 clusters Score -572385.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -572409.375000 Penalty: 2850.039307
	Iteration 45Q: 3 clusters Score -572409.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -572430.812500 Penalty: 2850.039307
	Iteration 46Q: 3 clusters Score -572430.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -572449.250000 Penalty: 2850.039307
	Iteration 47Q: 3 clusters Score -572449.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -572470.187500 Penalty: 2850.039307
	Iteration 48Q: 3 clusters Score -572470.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -572477.875000 Penalty: 2850.039307
	Iteration 49Q: 3 clusters Score -572477.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -572485.500000 Penalty: 2850.039307
	Iteration 50Q: 3 clusters Score -572485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -572488.125000 Penalty: 2850.039307
	Iteration 51Q: 3 clusters Score -572488.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -572489.000000 Penalty: 2850.039307
	Iteration 52Q: 3 clusters Score -572489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -572494.125000 Penalty: 2850.039307
	Iteration 53Q: 3 clusters Score -572494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -572494.562500 Penalty: 2850.039307
	Iteration 54Q: 3 clusters Score -572494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -572495.312500 Penalty: 2850.039307
	Iteration 55Q: 3 clusters Score -572495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -572496.625000 Penalty: 2850.039307
	Iteration 56Q: 3 clusters Score -572496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -572499.062500 Penalty: 2850.039307
	Iteration 57Q: 3 clusters Score -572499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -572500.500000 Penalty: 2850.039307
	Iteration 58Q: 3 clusters Score -572500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -572500.750000 Penalty: 2850.039307
	Iteration 59Q: 3 clusters Score -572500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -572501.750000 Penalty: 2850.039307
	Iteration 60F: 3 clusters Score -572501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -202524.765625 Penalty: 1258.351807
	Iteration 0F: 2 clusters Score -202524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -200224.015625 Penalty: 2516.703613
	Iteration 0F: 3 clusters Score -200224 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -200738.343750 Penalty: 2516.703613
	Iteration 1F: 3 clusters Score -200738.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -200938.843750 Penalty: 2516.703613
	Iteration 2F: 3 clusters Score -200938.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -201067.718750 Penalty: 2516.703613
	Iteration 3F: 3 clusters Score -201067.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -201177.562500 Penalty: 2516.703613
	Iteration 4F: 3 clusters Score -201177.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -201257.187500 Penalty: 2516.703613
	Iteration 5Q: 3 clusters Score -201257.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -201328.953125 Penalty: 2516.703613
	Iteration 6Q: 3 clusters Score -201329 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -201380.906250 Penalty: 2516.703613
	Iteration 7Q: 3 clusters Score -201380.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -201418.218750 Penalty: 2516.703613
	Iteration 8Q: 3 clusters Score -201418.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -201454.578125 Penalty: 2516.703613
	Iteration 9Q: 3 clusters Score -201454.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -201493.890625 Penalty: 2516.703613
	Iteration 10Q: 3 clusters Score -201493.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -201520.859375 Penalty: 2516.703613
	Iteration 11Q: 3 clusters Score -201520.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -201550.765625 Penalty: 2516.703613
	Iteration 12Q: 3 clusters Score -201550.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -201578.843750 Penalty: 2516.703613
	Iteration 13Q: 3 clusters Score -201578.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -201598.640625 Penalty: 2516.703613
	Iteration 14Q: 3 clusters Score -201598.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -201618.031250 Penalty: 2516.703613
	Iteration 15Q: 3 clusters Score -201618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -201626.828125 Penalty: 2516.703613
	Iteration 16Q: 3 clusters Score -201626.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -201633.171875 Penalty: 2516.703613
	Iteration 17Q: 3 clusters Score -201633.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -201646.140625 Penalty: 2516.703613
	Iteration 18Q: 3 clusters Score -201646.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -201653.515625 Penalty: 2516.703613
	Iteration 19Q: 3 clusters Score -201653.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -201660.328125 Penalty: 2516.703613
	Iteration 20F: 3 clusters Score -201660.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -201668.343750 Penalty: 2516.703613
	Iteration 21Q: 3 clusters Score -201668.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -201675.265625 Penalty: 2516.703613
	Iteration 22Q: 3 clusters Score -201675.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -201680.562500 Penalty: 2516.703613
	Iteration 23Q: 3 clusters Score -201680.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -201682.937500 Penalty: 2516.703613
	Iteration 24Q: 3 clusters Score -201682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -201684.640625 Penalty: 2516.703613
	Iteration 25Q: 3 clusters Score -201684.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -201688.796875 Penalty: 2516.703613
	Iteration 26Q: 3 clusters Score -201688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -201690.437500 Penalty: 2516.703613
	Iteration 27Q: 3 clusters Score -201690.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -201691.140625 Penalty: 2516.703613
	Iteration 28Q: 3 clusters Score -201691.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -201692.187500 Penalty: 2516.703613
	Iteration 29Q: 3 clusters Score -201692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -201693.796875 Penalty: 2516.703613
	Iteration 30Q: 3 clusters Score -201693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -201694.859375 Penalty: 2516.703613
	Iteration 31Q: 3 clusters Score -201694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -201696.781250 Penalty: 2516.703613
	Iteration 32Q: 3 clusters Score -201696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -201698.484375 Penalty: 2516.703613
	Iteration 33Q: 3 clusters Score -201698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -201699.250000 Penalty: 2516.703613
	Iteration 34Q: 3 clusters Score -201699.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -201699.250000 Penalty: 2516.703613
	Iteration 35F: 3 clusters Score -201699.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (205450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205450 members 
Entering Unmasked Estep 
Score: -18805472.000000 Penalty: 1987.855591
	Iteration 0F: 2 clusters Score -1.880547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 102885 members 
Entering Unmasked Estep 
Score: -18668862.000000 Penalty: 3975.711182
	Iteration 0F: 3 clusters Score -1.866886e+07 nChanged 99677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99678 members 
Mstep: Class 2 contains 105772 members 
Entering Unmasked Estep 
Score: -18727274.000000 Penalty: 3975.711182
	Iteration 1F: 3 clusters Score -1.872727e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -18728144.000000 Penalty: 3975.711182
	Iteration 2Q: 3 clusters Score -1.872814e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -18729424.000000 Penalty: 3975.711182
	Iteration 3Q: 3 clusters Score -1.872942e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90696 members 
Mstep: Class 2 contains 114754 members 
Entering Unmasked Estep 
Score: -18731504.000000 Penalty: 3975.711182
	Iteration 4Q: 3 clusters Score -1.87315e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -18734970.000000 Penalty: 3975.711182
	Iteration 5Q: 3 clusters Score -1.873497e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 130846 members 
Entering Unmasked Estep 
Score: -18741262.000000 Penalty: 3975.711182
	Iteration 6F: 3 clusters Score -1.874126e+07 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 143559 members 
Entering Unmasked Estep 
Score: -18751356.000000 Penalty: 3975.711182
	Iteration 7F: 3 clusters Score -1.875136e+07 nChanged 14937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 158196 members 
Entering Unmasked Estep 
Score: -18763896.000000 Penalty: 3975.711182
	Iteration 8F: 3 clusters Score -1.87639e+07 nChanged 14252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 172274 members 
Entering Unmasked Estep 
Score: -18776472.000000 Penalty: 3975.711182
	Iteration 9F: 3 clusters Score -1.877647e+07 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 183453 members 
Entering Unmasked Estep 
Score: -18786052.000000 Penalty: 3975.711182
	Iteration 10F: 3 clusters Score -1.878605e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 191529 members 
Entering Unmasked Estep 
Score: -18792992.000000 Penalty: 3975.711182
	Iteration 11Q: 3 clusters Score -1.879299e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 197141 members 
Entering Unmasked Estep 
Score: -18797660.000000 Penalty: 3975.711182
	Iteration 12Q: 3 clusters Score -1.879766e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 200661 members 
Entering Unmasked Estep 
Score: -18800488.000000 Penalty: 3975.711182
	Iteration 13Q: 3 clusters Score -1.880049e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 202618 members 
Entering Unmasked Estep 
Score: -18802008.000000 Penalty: 3975.711182
	Iteration 14Q: 3 clusters Score -1.880201e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 203698 members 
Entering Unmasked Estep 
Score: -18802746.000000 Penalty: 3975.711182
	Iteration 15Q: 3 clusters Score -1.880275e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 204278 members 
Entering Unmasked Estep 
Score: -18803224.000000 Penalty: 3975.711182
	Iteration 16Q: 3 clusters Score -1.880322e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 204560 members 
Entering Unmasked Estep 
Score: -18803406.000000 Penalty: 3975.711182
	Iteration 17Q: 3 clusters Score -1.880341e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 204719 members 
Entering Unmasked Estep 
Score: -18803564.000000 Penalty: 3975.711182
	Iteration 18Q: 3 clusters Score -1.880356e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 204818 members 
Entering Unmasked Estep 
Score: -18803624.000000 Penalty: 3975.711182
	Iteration 19Q: 3 clusters Score -1.880362e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 204879 members 
Entering Unmasked Estep 
Score: -18803654.000000 Penalty: 3975.711182
	Iteration 20F: 3 clusters Score -1.880365e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 204915 members 
Entering Unmasked Estep 
Score: -18803698.000000 Penalty: 3975.711182
	Iteration 21Q: 3 clusters Score -1.88037e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 204949 members 
Entering Unmasked Estep 
Score: -18803746.000000 Penalty: 3975.711182
	Iteration 22Q: 3 clusters Score -1.880375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 204970 members 
Entering Unmasked Estep 
Score: -18803748.000000 Penalty: 3975.711182
	Iteration 23Q: 3 clusters Score -1.880375e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 204985 members 
Entering Unmasked Estep 
Score: -18803756.000000 Penalty: 3975.711182
	Iteration 24Q: 3 clusters Score -1.880376e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 204994 members 
Entering Unmasked Estep 
Score: -18803764.000000 Penalty: 3975.711182
	Iteration 25Q: 3 clusters Score -1.880376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 205005 members 
Entering Unmasked Estep 
Score: -18803760.000000 Penalty: 3975.711182
	Iteration 26Q: 3 clusters Score -1.880376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 205014 members 
Entering Unmasked Estep 
Score: -18803762.000000 Penalty: 3975.711182
	Iteration 27Q: 3 clusters Score -1.880376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 205025 members 
Entering Unmasked Estep 
Score: -18803780.000000 Penalty: 3975.711182
	Iteration 28Q: 3 clusters Score -1.880378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 205030 members 
Entering Unmasked Estep 
Score: -18803782.000000 Penalty: 3975.711182
	Iteration 29Q: 3 clusters Score -1.880378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 205038 members 
Entering Unmasked Estep 
Score: -18803792.000000 Penalty: 3975.711182
	Iteration 30Q: 3 clusters Score -1.880379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 205045 members 
Entering Unmasked Estep 
Score: -18803798.000000 Penalty: 3975.711182
	Iteration 31Q: 3 clusters Score -1.88038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 205053 members 
Entering Unmasked Estep 
Score: -18803800.000000 Penalty: 3975.711182
	Iteration 32Q: 3 clusters Score -1.88038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 205058 members 
Entering Unmasked Estep 
Score: -18803804.000000 Penalty: 3975.711182
	Iteration 33Q: 3 clusters Score -1.88038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 205060 members 
Entering Unmasked Estep 
Score: -18803816.000000 Penalty: 3975.711182
	Iteration 34Q: 3 clusters Score -1.880382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 205060 members 
Entering Unmasked Estep 
Score: -18803816.000000 Penalty: 3975.711182
	Iteration 35F: 3 clusters Score -1.880382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Entering Unmasked Estep 
Score: -3653632.000000 Penalty: 1709.451294
	Iteration 0F: 2 clusters Score -3653632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3628834.000000 Penalty: 3418.902588
	Iteration 0F: 3 clusters Score -3628834 nChanged 17275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3638511.000000 Penalty: 3418.902588
	Iteration 1F: 3 clusters Score -3638511 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3638921.750000 Penalty: 3418.902588
	Iteration 2Q: 3 clusters Score -3638922 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3639348.250000 Penalty: 3418.902588
	Iteration 3Q: 3 clusters Score -3639348 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3639873.000000 Penalty: 3418.902588
	Iteration 4Q: 3 clusters Score -3639873 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3640596.250000 Penalty: 3418.902588
	Iteration 5Q: 3 clusters Score -3640596 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3641722.250000 Penalty: 3418.902588
	Iteration 6F: 3 clusters Score -3641722 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3643469.500000 Penalty: 3418.902588
	Iteration 7F: 3 clusters Score -3643470 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3645807.000000 Penalty: 3418.902588
	Iteration 8F: 3 clusters Score -3645807 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3648387.500000 Penalty: 3418.902588
	Iteration 9F: 3 clusters Score -3648388 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3650608.750000 Penalty: 3418.902588
	Iteration 10F: 3 clusters Score -3650609 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3651902.750000 Penalty: 3418.902588
	Iteration 11Q: 3 clusters Score -3651903 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3652476.500000 Penalty: 3418.902588
	Iteration 12Q: 3 clusters Score -3652476 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3652683.500000 Penalty: 3418.902588
	Iteration 13Q: 3 clusters Score -3652684 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3652768.250000 Penalty: 3418.902588
	Iteration 14Q: 3 clusters Score -3652768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3652799.000000 Penalty: 3418.902588
	Iteration 15Q: 3 clusters Score -3652799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3652832.000000 Penalty: 3418.902588
	Iteration 16Q: 3 clusters Score -3652832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3652846.000000 Penalty: 3418.902588
	Iteration 17Q: 3 clusters Score -3652846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3652861.250000 Penalty: 3418.902588
	Iteration 18Q: 3 clusters Score -3652861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3652869.250000 Penalty: 3418.902588
	Iteration 19Q: 3 clusters Score -3652869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3652869.000000 Penalty: 3418.902588
	Iteration 20F: 3 clusters Score -3652869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3652885.250000 Penalty: 3418.902588
	Iteration 21Q: 3 clusters Score -3652885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3652884.500000 Penalty: 3418.902588
	Iteration 22Q: 3 clusters Score -3652884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3652889.250000 Penalty: 3418.902588
	Iteration 23Q: 3 clusters Score -3652889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3652887.750000 Penalty: 3418.902588
	Iteration 24Q: 3 clusters Score -3652888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3652895.500000 Penalty: 3418.902588
	Iteration 25Q: 3 clusters Score -3652896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3652895.500000 Penalty: 3418.902588
	Iteration 26Q: 3 clusters Score -3652896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3652897.000000 Penalty: 3418.902588
	Iteration 27Q: 3 clusters Score -3652897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3652897.000000 Penalty: 3418.902588
	Iteration 28F: 3 clusters Score -3652897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Entering Unmasked Estep 
Score: -869005.187500 Penalty: 1485.219238
	Iteration 0F: 2 clusters Score -869005.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -862290.312500 Penalty: 2970.438477
	Iteration 0F: 3 clusters Score -862290.3 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -864521.125000 Penalty: 2970.438477
	Iteration 1F: 3 clusters Score -864521.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -864783.687500 Penalty: 2970.438477
	Iteration 2F: 3 clusters Score -864783.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -864987.062500 Penalty: 2970.438477
	Iteration 3F: 3 clusters Score -864987.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -865181.125000 Penalty: 2970.438477
	Iteration 4Q: 3 clusters Score -865181.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -865364.312500 Penalty: 2970.438477
	Iteration 5Q: 3 clusters Score -865364.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -865564.687500 Penalty: 2970.438477
	Iteration 6Q: 3 clusters Score -865564.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -865798.812500 Penalty: 2970.438477
	Iteration 7Q: 3 clusters Score -865798.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -866025.625000 Penalty: 2970.438477
	Iteration 8Q: 3 clusters Score -866025.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -866259.312500 Penalty: 2970.438477
	Iteration 9Q: 3 clusters Score -866259.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -866529.750000 Penalty: 2970.438477
	Iteration 10Q: 3 clusters Score -866529.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -866803.812500 Penalty: 2970.438477
	Iteration 11Q: 3 clusters Score -866803.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -867035.062500 Penalty: 2970.438477
	Iteration 12Q: 3 clusters Score -867035.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -867206.375000 Penalty: 2970.438477
	Iteration 13Q: 3 clusters Score -867206.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -867326.125000 Penalty: 2970.438477
	Iteration 14Q: 3 clusters Score -867326.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -867395.562500 Penalty: 2970.438477
	Iteration 15Q: 3 clusters Score -867395.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -867448.312500 Penalty: 2970.438477
	Iteration 16Q: 3 clusters Score -867448.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -867485.937500 Penalty: 2970.438477
	Iteration 17Q: 3 clusters Score -867485.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -867516.750000 Penalty: 2970.438477
	Iteration 18Q: 3 clusters Score -867516.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -867546.500000 Penalty: 2970.438477
	Iteration 19Q: 3 clusters Score -867546.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -867576.625000 Penalty: 2970.438477
	Iteration 20F: 3 clusters Score -867576.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -867601.187500 Penalty: 2970.438477
	Iteration 21Q: 3 clusters Score -867601.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -867613.125000 Penalty: 2970.438477
	Iteration 22Q: 3 clusters Score -867613.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -867628.062500 Penalty: 2970.438477
	Iteration 23Q: 3 clusters Score -867628.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -867637.000000 Penalty: 2970.438477
	Iteration 24Q: 3 clusters Score -867637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -867643.562500 Penalty: 2970.438477
	Iteration 25Q: 3 clusters Score -867643.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -867647.687500 Penalty: 2970.438477
	Iteration 26Q: 3 clusters Score -867647.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -867650.312500 Penalty: 2970.438477
	Iteration 27Q: 3 clusters Score -867650.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -867649.875000 Penalty: 2970.438477
	Iteration 28Q: 3 clusters Score -867649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -867651.812500 Penalty: 2970.438477
	Iteration 29Q: 3 clusters Score -867651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -867655.750000 Penalty: 2970.438477
	Iteration 30Q: 3 clusters Score -867655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -867657.937500 Penalty: 2970.438477
	Iteration 31Q: 3 clusters Score -867657.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -867660.625000 Penalty: 2970.438477
	Iteration 32Q: 3 clusters Score -867660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -867663.687500 Penalty: 2970.438477
	Iteration 33Q: 3 clusters Score -867663.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -867663.937500 Penalty: 2970.438477
	Iteration 34Q: 3 clusters Score -867663.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -867666.562500 Penalty: 2970.438477
	Iteration 35Q: 3 clusters Score -867666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -867667.125000 Penalty: 2970.438477
	Iteration 36Q: 3 clusters Score -867667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -867669.750000 Penalty: 2970.438477
	Iteration 37Q: 3 clusters Score -867669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -867672.375000 Penalty: 2970.438477
	Iteration 38Q: 3 clusters Score -867672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -867677.062500 Penalty: 2970.438477
	Iteration 39Q: 3 clusters Score -867677.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -867679.937500 Penalty: 2970.438477
	Iteration 40F: 3 clusters Score -867679.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -867682.437500 Penalty: 2970.438477
	Iteration 41Q: 3 clusters Score -867682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -867684.187500 Penalty: 2970.438477
	Iteration 42Q: 3 clusters Score -867684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -867687.312500 Penalty: 2970.438477
	Iteration 43Q: 3 clusters Score -867687.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -867691.062500 Penalty: 2970.438477
	Iteration 44Q: 3 clusters Score -867691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -867694.125000 Penalty: 2970.438477
	Iteration 45Q: 3 clusters Score -867694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -867695.937500 Penalty: 2970.438477
	Iteration 46Q: 3 clusters Score -867695.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -867698.812500 Penalty: 2970.438477
	Iteration 47Q: 3 clusters Score -867698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -867700.625000 Penalty: 2970.438477
	Iteration 48Q: 3 clusters Score -867700.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -867707.500000 Penalty: 2970.438477
	Iteration 49Q: 3 clusters Score -867707.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -867712.562500 Penalty: 2970.438477
	Iteration 50Q: 3 clusters Score -867712.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -867719.250000 Penalty: 2970.438477
	Iteration 51Q: 3 clusters Score -867719.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -867724.937500 Penalty: 2970.438477
	Iteration 52Q: 3 clusters Score -867724.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -867728.187500 Penalty: 2970.438477
	Iteration 53Q: 3 clusters Score -867728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -867728.875000 Penalty: 2970.438477
	Iteration 54Q: 3 clusters Score -867728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -867730.187500 Penalty: 2970.438477
	Iteration 55Q: 3 clusters Score -867730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -867730.687500 Penalty: 2970.438477
	Iteration 56Q: 3 clusters Score -867730.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -867730.687500 Penalty: 2970.438477
	Iteration 57F: 3 clusters Score -867730.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Entering Unmasked Estep 
Score: -6033397.000000 Penalty: 1804.048950
	Iteration 0F: 2 clusters Score -6033397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -5988811.000000 Penalty: 3608.097900
	Iteration 0F: 3 clusters Score -5988811 nChanged 31657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -6007807.500000 Penalty: 3608.097900
	Iteration 1F: 3 clusters Score -6007808 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -6009049.000000 Penalty: 3608.097900
	Iteration 2Q: 3 clusters Score -6009049 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -6010487.500000 Penalty: 3608.097900
	Iteration 3Q: 3 clusters Score -6010488 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -6012567.000000 Penalty: 3608.097900
	Iteration 4F: 3 clusters Score -6012567 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -6015525.000000 Penalty: 3608.097900
	Iteration 5F: 3 clusters Score -6015525 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -6019722.500000 Penalty: 3608.097900
	Iteration 6F: 3 clusters Score -6019722 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -6024393.000000 Penalty: 3608.097900
	Iteration 7F: 3 clusters Score -6024393 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -6028287.000000 Penalty: 3608.097900
	Iteration 8F: 3 clusters Score -6028287 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -6030460.500000 Penalty: 3608.097900
	Iteration 9Q: 3 clusters Score -6030460 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -6031337.500000 Penalty: 3608.097900
	Iteration 10Q: 3 clusters Score -6031338 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -6031583.000000 Penalty: 3608.097900
	Iteration 11Q: 3 clusters Score -6031583 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -6031738.000000 Penalty: 3608.097900
	Iteration 12Q: 3 clusters Score -6031738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -6031817.500000 Penalty: 3608.097900
	Iteration 13Q: 3 clusters Score -6031818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -6031852.500000 Penalty: 3608.097900
	Iteration 14Q: 3 clusters Score -6031852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -6031895.000000 Penalty: 3608.097900
	Iteration 15Q: 3 clusters Score -6031895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -6031912.500000 Penalty: 3608.097900
	Iteration 16Q: 3 clusters Score -6031912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -6031923.500000 Penalty: 3608.097900
	Iteration 17Q: 3 clusters Score -6031924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -6031931.500000 Penalty: 3608.097900
	Iteration 18Q: 3 clusters Score -6031932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -6031935.500000 Penalty: 3608.097900
	Iteration 19Q: 3 clusters Score -6031936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -6031947.500000 Penalty: 3608.097900
	Iteration 20F: 3 clusters Score -6031948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -6031953.000000 Penalty: 3608.097900
	Iteration 21Q: 3 clusters Score -6031953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -6031968.000000 Penalty: 3608.097900
	Iteration 22Q: 3 clusters Score -6031968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -6031961.500000 Penalty: 3608.097900
	Iteration 23Q: 3 clusters Score -6031962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -6031961.500000 Penalty: 3608.097900
	Iteration 24Q: 3 clusters Score -6031962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -6031969.000000 Penalty: 3608.097900
	Iteration 25Q: 3 clusters Score -6031969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -6031966.000000 Penalty: 3608.097900
	Iteration 26Q: 3 clusters Score -6031966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -6031971.000000 Penalty: 3608.097900
	Iteration 27Q: 3 clusters Score -6031971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -6031971.000000 Penalty: 3608.097900
	Iteration 28F: 3 clusters Score -6031971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Entering Unmasked Estep 
Score: -718713.125000 Penalty: 1461.552979
	Iteration 0F: 2 clusters Score -718713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -712787.000000 Penalty: 2923.105957
	Iteration 0F: 3 clusters Score -712787 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -714614.250000 Penalty: 2923.105957
	Iteration 1F: 3 clusters Score -714614.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -714854.562500 Penalty: 2923.105957
	Iteration 2F: 3 clusters Score -714854.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -715071.750000 Penalty: 2923.105957
	Iteration 3F: 3 clusters Score -715071.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -715312.312500 Penalty: 2923.105957
	Iteration 4F: 3 clusters Score -715312.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -715624.812500 Penalty: 2923.105957
	Iteration 5F: 3 clusters Score -715624.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -716025.125000 Penalty: 2923.105957
	Iteration 6F: 3 clusters Score -716025.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -716484.187500 Penalty: 2923.105957
	Iteration 7F: 3 clusters Score -716484.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -716854.937500 Penalty: 2923.105957
	Iteration 8F: 3 clusters Score -716854.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -717138.187500 Penalty: 2923.105957
	Iteration 9F: 3 clusters Score -717138.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -717345.875000 Penalty: 2923.105957
	Iteration 10Q: 3 clusters Score -717345.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -717488.937500 Penalty: 2923.105957
	Iteration 11Q: 3 clusters Score -717488.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -717614.125000 Penalty: 2923.105957
	Iteration 12Q: 3 clusters Score -717614.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -717758.250000 Penalty: 2923.105957
	Iteration 13Q: 3 clusters Score -717758.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -717922.875000 Penalty: 2923.105957
	Iteration 14Q: 3 clusters Score -717922.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -718052.375000 Penalty: 2923.105957
	Iteration 15Q: 3 clusters Score -718052.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -718139.812500 Penalty: 2923.105957
	Iteration 16Q: 3 clusters Score -718139.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -718196.750000 Penalty: 2923.105957
	Iteration 17Q: 3 clusters Score -718196.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -718243.375000 Penalty: 2923.105957
	Iteration 18Q: 3 clusters Score -718243.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -718282.250000 Penalty: 2923.105957
	Iteration 19Q: 3 clusters Score -718282.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -718307.250000 Penalty: 2923.105957
	Iteration 20F: 3 clusters Score -718307.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -718322.062500 Penalty: 2923.105957
	Iteration 21Q: 3 clusters Score -718322.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -718333.000000 Penalty: 2923.105957
	Iteration 22Q: 3 clusters Score -718333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -718338.500000 Penalty: 2923.105957
	Iteration 23Q: 3 clusters Score -718338.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -718343.625000 Penalty: 2923.105957
	Iteration 24Q: 3 clusters Score -718343.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -718348.875000 Penalty: 2923.105957
	Iteration 25Q: 3 clusters Score -718348.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -718349.625000 Penalty: 2923.105957
	Iteration 26Q: 3 clusters Score -718349.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -718351.687500 Penalty: 2923.105957
	Iteration 27Q: 3 clusters Score -718351.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -718351.437500 Penalty: 2923.105957
	Iteration 28Q: 3 clusters Score -718351.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -718351.937500 Penalty: 2923.105957
	Iteration 29Q: 3 clusters Score -718351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -718352.937500 Penalty: 2923.105957
	Iteration 30Q: 3 clusters Score -718352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -718353.312500 Penalty: 2923.105957
	Iteration 31Q: 3 clusters Score -718353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -718353.812500 Penalty: 2923.105957
	Iteration 32Q: 3 clusters Score -718353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -718355.750000 Penalty: 2923.105957
	Iteration 33Q: 3 clusters Score -718355.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -718356.562500 Penalty: 2923.105957
	Iteration 34Q: 3 clusters Score -718356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -718356.375000 Penalty: 2923.105957
	Iteration 35Q: 3 clusters Score -718356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -718357.437500 Penalty: 2923.105957
	Iteration 36Q: 3 clusters Score -718357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -718357.000000 Penalty: 2923.105957
	Iteration 37Q: 3 clusters Score -718357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -718357.312500 Penalty: 2923.105957
	Iteration 38Q: 3 clusters Score -718357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -718358.562500 Penalty: 2923.105957
	Iteration 39Q: 3 clusters Score -718358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -718357.937500 Penalty: 2923.105957
	Iteration 40F: 3 clusters Score -718357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -718357.750000 Penalty: 2923.105957
	Iteration 41Q: 3 clusters Score -718357.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -718357.750000 Penalty: 2923.105957
	Iteration 42F: 3 clusters Score -718357.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -143565.562500 Penalty: 1195.187866
	Iteration 0F: 2 clusters Score -143565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -141758.671875 Penalty: 2390.375732
	Iteration 0F: 3 clusters Score -141758.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -142105.484375 Penalty: 2390.375732
	Iteration 1F: 3 clusters Score -142105.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -142227.312500 Penalty: 2390.375732
	Iteration 2F: 3 clusters Score -142227.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -142299.578125 Penalty: 2390.375732
	Iteration 3F: 3 clusters Score -142299.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -142347.843750 Penalty: 2390.375732
	Iteration 4Q: 3 clusters Score -142347.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -142386.375000 Penalty: 2390.375732
	Iteration 5Q: 3 clusters Score -142386.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -142417.328125 Penalty: 2390.375732
	Iteration 6Q: 3 clusters Score -142417.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -142434.140625 Penalty: 2390.375732
	Iteration 7Q: 3 clusters Score -142434.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -142453.375000 Penalty: 2390.375732
	Iteration 8Q: 3 clusters Score -142453.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -142479.734375 Penalty: 2390.375732
	Iteration 9Q: 3 clusters Score -142479.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -142503.875000 Penalty: 2390.375732
	Iteration 10Q: 3 clusters Score -142503.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -142530.375000 Penalty: 2390.375732
	Iteration 11Q: 3 clusters Score -142530.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -142548.218750 Penalty: 2390.375732
	Iteration 12Q: 3 clusters Score -142548.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -142563.000000 Penalty: 2390.375732
	Iteration 13Q: 3 clusters Score -142563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -142574.218750 Penalty: 2390.375732
	Iteration 14Q: 3 clusters Score -142574.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -142580.421875 Penalty: 2390.375732
	Iteration 15Q: 3 clusters Score -142580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -142582.812500 Penalty: 2390.375732
	Iteration 16Q: 3 clusters Score -142582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -142583.875000 Penalty: 2390.375732
	Iteration 17Q: 3 clusters Score -142583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -142584.437500 Penalty: 2390.375732
	Iteration 18Q: 3 clusters Score -142584.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -142584.796875 Penalty: 2390.375732
	Iteration 19Q: 3 clusters Score -142584.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -142584.796875 Penalty: 2390.375732
	Iteration 20F: 3 clusters Score -142584.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Entering Unmasked Estep 
Score: -1477113.250000 Penalty: 1573.481812
	Iteration 0F: 2 clusters Score -1477113 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 8029 members 
Entering Unmasked Estep 
Score: -1466069.250000 Penalty: 3146.963623
	Iteration 0F: 3 clusters Score -1466069 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1470036.875000 Penalty: 3146.963623
	Iteration 1F: 3 clusters Score -1470037 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1470539.375000 Penalty: 3146.963623
	Iteration 2F: 3 clusters Score -1470539 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1471167.250000 Penalty: 3146.963623
	Iteration 3F: 3 clusters Score -1471167 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1471928.500000 Penalty: 3146.963623
	Iteration 4F: 3 clusters Score -1471928 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1472744.875000 Penalty: 3146.963623
	Iteration 5F: 3 clusters Score -1472745 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1473563.875000 Penalty: 3146.963623
	Iteration 6F: 3 clusters Score -1473564 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1474240.000000 Penalty: 3146.963623
	Iteration 7F: 3 clusters Score -1474240 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1474746.625000 Penalty: 3146.963623
	Iteration 8F: 3 clusters Score -1474747 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1475052.875000 Penalty: 3146.963623
	Iteration 9Q: 3 clusters Score -1475053 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1475271.375000 Penalty: 3146.963623
	Iteration 10Q: 3 clusters Score -1475271 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1475405.500000 Penalty: 3146.963623
	Iteration 11Q: 3 clusters Score -1475406 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1475494.125000 Penalty: 3146.963623
	Iteration 12Q: 3 clusters Score -1475494 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1475569.750000 Penalty: 3146.963623
	Iteration 13Q: 3 clusters Score -1475570 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1475620.625000 Penalty: 3146.963623
	Iteration 14Q: 3 clusters Score -1475621 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1475665.625000 Penalty: 3146.963623
	Iteration 15Q: 3 clusters Score -1475666 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1475705.875000 Penalty: 3146.963623
	Iteration 16Q: 3 clusters Score -1475706 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1475750.500000 Penalty: 3146.963623
	Iteration 17Q: 3 clusters Score -1475750 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1475793.250000 Penalty: 3146.963623
	Iteration 18Q: 3 clusters Score -1475793 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1475821.750000 Penalty: 3146.963623
	Iteration 19Q: 3 clusters Score -1475822 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1475854.250000 Penalty: 3146.963623
	Iteration 20F: 3 clusters Score -1475854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1475875.250000 Penalty: 3146.963623
	Iteration 21Q: 3 clusters Score -1475875 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1475897.125000 Penalty: 3146.963623
	Iteration 22Q: 3 clusters Score -1475897 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1475919.750000 Penalty: 3146.963623
	Iteration 23Q: 3 clusters Score -1475920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1475931.125000 Penalty: 3146.963623
	Iteration 24Q: 3 clusters Score -1475931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1475939.000000 Penalty: 3146.963623
	Iteration 25Q: 3 clusters Score -1475939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1475950.500000 Penalty: 3146.963623
	Iteration 26Q: 3 clusters Score -1475950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1475953.500000 Penalty: 3146.963623
	Iteration 27Q: 3 clusters Score -1475954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1475957.625000 Penalty: 3146.963623
	Iteration 28Q: 3 clusters Score -1475958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1475967.250000 Penalty: 3146.963623
	Iteration 29Q: 3 clusters Score -1475967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1475969.375000 Penalty: 3146.963623
	Iteration 30Q: 3 clusters Score -1475969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1475970.750000 Penalty: 3146.963623
	Iteration 31Q: 3 clusters Score -1475971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1475978.875000 Penalty: 3146.963623
	Iteration 32Q: 3 clusters Score -1475979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1475979.500000 Penalty: 3146.963623
	Iteration 33Q: 3 clusters Score -1475980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1475988.000000 Penalty: 3146.963623
	Iteration 34Q: 3 clusters Score -1475988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1475991.500000 Penalty: 3146.963623
	Iteration 35Q: 3 clusters Score -1475992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1475993.000000 Penalty: 3146.963623
	Iteration 36Q: 3 clusters Score -1475993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1475998.625000 Penalty: 3146.963623
	Iteration 37Q: 3 clusters Score -1475999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1476002.375000 Penalty: 3146.963623
	Iteration 38Q: 3 clusters Score -1476002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1476000.750000 Penalty: 3146.963623
	Iteration 39Q: 3 clusters Score -1476001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1476003.875000 Penalty: 3146.963623
	Iteration 40F: 3 clusters Score -1476004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1476005.500000 Penalty: 3146.963623
	Iteration 41Q: 3 clusters Score -1476006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1476013.000000 Penalty: 3146.963623
	Iteration 42Q: 3 clusters Score -1476013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1476016.375000 Penalty: 3146.963623
	Iteration 43Q: 3 clusters Score -1476016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1476021.375000 Penalty: 3146.963623
	Iteration 44Q: 3 clusters Score -1476021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1476020.375000 Penalty: 3146.963623
	Iteration 45Q: 3 clusters Score -1476020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1476025.125000 Penalty: 3146.963623
	Iteration 46Q: 3 clusters Score -1476025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1476026.000000 Penalty: 3146.963623
	Iteration 47Q: 3 clusters Score -1476026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1476030.750000 Penalty: 3146.963623
	Iteration 48Q: 3 clusters Score -1476031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1476034.000000 Penalty: 3146.963623
	Iteration 49Q: 3 clusters Score -1476034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1476036.250000 Penalty: 3146.963623
	Iteration 50Q: 3 clusters Score -1476036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1476041.875000 Penalty: 3146.963623
	Iteration 51Q: 3 clusters Score -1476042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1476044.125000 Penalty: 3146.963623
	Iteration 52Q: 3 clusters Score -1476044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1476046.875000 Penalty: 3146.963623
	Iteration 53Q: 3 clusters Score -1476047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1476046.000000 Penalty: 3146.963623
	Iteration 54Q: 3 clusters Score -1476046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1476056.750000 Penalty: 3146.963623
	Iteration 55Q: 3 clusters Score -1476057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1476056.875000 Penalty: 3146.963623
	Iteration 56Q: 3 clusters Score -1476057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1476067.250000 Penalty: 3146.963623
	Iteration 57Q: 3 clusters Score -1476067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1476079.375000 Penalty: 3146.963623
	Iteration 58Q: 3 clusters Score -1476079 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1476100.375000 Penalty: 3146.963623
	Iteration 59Q: 3 clusters Score -1476100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1476104.125000 Penalty: 3146.963623
	Iteration 60F: 3 clusters Score -1476104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1476116.375000 Penalty: 3146.963623
	Iteration 61Q: 3 clusters Score -1476116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1476128.750000 Penalty: 3146.963623
	Iteration 62Q: 3 clusters Score -1476129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1476133.750000 Penalty: 3146.963623
	Iteration 63Q: 3 clusters Score -1476134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1476137.750000 Penalty: 3146.963623
	Iteration 64Q: 3 clusters Score -1476138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1476139.375000 Penalty: 3146.963623
	Iteration 65Q: 3 clusters Score -1476139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1476141.500000 Penalty: 3146.963623
	Iteration 66Q: 3 clusters Score -1476142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1476141.625000 Penalty: 3146.963623
	Iteration 67Q: 3 clusters Score -1476142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1476142.625000 Penalty: 3146.963623
	Iteration 68Q: 3 clusters Score -1476143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1476144.000000 Penalty: 3146.963623
	Iteration 69Q: 3 clusters Score -1476144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1476142.750000 Penalty: 3146.963623
	Iteration 70Q: 3 clusters Score -1476143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1476147.500000 Penalty: 3146.963623
	Iteration 71Q: 3 clusters Score -1476148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1476152.500000 Penalty: 3146.963623
	Iteration 72Q: 3 clusters Score -1476152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1476148.625000 Penalty: 3146.963623
	Iteration 73Q: 3 clusters Score -1476149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1476155.875000 Penalty: 3146.963623
	Iteration 74Q: 3 clusters Score -1476156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1476156.625000 Penalty: 3146.963623
	Iteration 75Q: 3 clusters Score -1476157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1476158.000000 Penalty: 3146.963623
	Iteration 76Q: 3 clusters Score -1476158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1476158.875000 Penalty: 3146.963623
	Iteration 77Q: 3 clusters Score -1476159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1476161.000000 Penalty: 3146.963623
	Iteration 78Q: 3 clusters Score -1476161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1476163.500000 Penalty: 3146.963623
	Iteration 79Q: 3 clusters Score -1476164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1476163.375000 Penalty: 3146.963623
	Iteration 80F: 3 clusters Score -1476163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -135511.468750 Penalty: 1187.093140
	Iteration 0F: 2 clusters Score -135511.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133744.890625 Penalty: 2374.186279
	Iteration 0F: 3 clusters Score -133744.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -134088.875000 Penalty: 2374.186279
	Iteration 1F: 3 clusters Score -134088.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -134171.453125 Penalty: 2374.186279
	Iteration 2F: 3 clusters Score -134171.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -134241.046875 Penalty: 2374.186279
	Iteration 3Q: 3 clusters Score -134241 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -134296.312500 Penalty: 2374.186279
	Iteration 4Q: 3 clusters Score -134296.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -134327.890625 Penalty: 2374.186279
	Iteration 5Q: 3 clusters Score -134327.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -134347.484375 Penalty: 2374.186279
	Iteration 6Q: 3 clusters Score -134347.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134366.531250 Penalty: 2374.186279
	Iteration 7Q: 3 clusters Score -134366.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -134383.875000 Penalty: 2374.186279
	Iteration 8Q: 3 clusters Score -134383.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -134397.500000 Penalty: 2374.186279
	Iteration 9Q: 3 clusters Score -134397.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -134409.562500 Penalty: 2374.186279
	Iteration 10Q: 3 clusters Score -134409.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134419.593750 Penalty: 2374.186279
	Iteration 11Q: 3 clusters Score -134419.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -134434.375000 Penalty: 2374.186279
	Iteration 12Q: 3 clusters Score -134434.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -134446.078125 Penalty: 2374.186279
	Iteration 13Q: 3 clusters Score -134446.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -134456.515625 Penalty: 2374.186279
	Iteration 14Q: 3 clusters Score -134456.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -134467.375000 Penalty: 2374.186279
	Iteration 15Q: 3 clusters Score -134467.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -134473.296875 Penalty: 2374.186279
	Iteration 16Q: 3 clusters Score -134473.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -134477.968750 Penalty: 2374.186279
	Iteration 17Q: 3 clusters Score -134478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -134480.859375 Penalty: 2374.186279
	Iteration 18Q: 3 clusters Score -134480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -134485.015625 Penalty: 2374.186279
	Iteration 19Q: 3 clusters Score -134485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134487.843750 Penalty: 2374.186279
	Iteration 20F: 3 clusters Score -134487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -134490.468750 Penalty: 2374.186279
	Iteration 21Q: 3 clusters Score -134490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -134494.390625 Penalty: 2374.186279
	Iteration 22Q: 3 clusters Score -134494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134497.828125 Penalty: 2374.186279
	Iteration 23Q: 3 clusters Score -134497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134499.328125 Penalty: 2374.186279
	Iteration 24Q: 3 clusters Score -134499.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134500.890625 Penalty: 2374.186279
	Iteration 25Q: 3 clusters Score -134500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134502.453125 Penalty: 2374.186279
	Iteration 26Q: 3 clusters Score -134502.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134504.687500 Penalty: 2374.186279
	Iteration 27Q: 3 clusters Score -134504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134505.453125 Penalty: 2374.186279
	Iteration 28Q: 3 clusters Score -134505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134505.796875 Penalty: 2374.186279
	Iteration 29Q: 3 clusters Score -134505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134506.296875 Penalty: 2374.186279
	Iteration 30Q: 3 clusters Score -134506.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -134507.218750 Penalty: 2374.186279
	Iteration 31Q: 3 clusters Score -134507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -134507.218750 Penalty: 2374.186279
	Iteration 32F: 3 clusters Score -134507.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Entering Unmasked Estep 
Score: -123239.921875 Penalty: 1186.765137
	Iteration 0F: 2 clusters Score -123239.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -121540.640625 Penalty: 2373.530273
	Iteration 0F: 3 clusters Score -121540.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -122031.203125 Penalty: 2373.530273
	Iteration 1F: 3 clusters Score -122031.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -122285.234375 Penalty: 2373.530273
	Iteration 2F: 3 clusters Score -122285.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -122472.898438 Penalty: 2373.530273
	Iteration 3F: 3 clusters Score -122472.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -122660.476562 Penalty: 2373.530273
	Iteration 4F: 3 clusters Score -122660.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -122810.250000 Penalty: 2373.530273
	Iteration 5F: 3 clusters Score -122810.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -122901.906250 Penalty: 2373.530273
	Iteration 6Q: 3 clusters Score -122901.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -122934.617188 Penalty: 2373.530273
	Iteration 7Q: 3 clusters Score -122934.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -122950.125000 Penalty: 2373.530273
	Iteration 8Q: 3 clusters Score -122950.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -122967.585938 Penalty: 2373.530273
	Iteration 9Q: 3 clusters Score -122967.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -122975.312500 Penalty: 2373.530273
	Iteration 10Q: 3 clusters Score -122975.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -122978.906250 Penalty: 2373.530273
	Iteration 11Q: 3 clusters Score -122978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -122978.906250 Penalty: 2373.530273
	Iteration 12F: 3 clusters Score -122978.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -731873.875000 Penalty: 1469.081299
	Iteration 0F: 2 clusters Score -731873.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -725755.750000 Penalty: 2938.162598
	Iteration 0F: 3 clusters Score -725755.8 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -727814.500000 Penalty: 2938.162598
	Iteration 1F: 3 clusters Score -727814.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -728237.687500 Penalty: 2938.162598
	Iteration 2F: 3 clusters Score -728237.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -728637.062500 Penalty: 2938.162598
	Iteration 3F: 3 clusters Score -728637.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -728990.812500 Penalty: 2938.162598
	Iteration 4F: 3 clusters Score -728990.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -729270.312500 Penalty: 2938.162598
	Iteration 5F: 3 clusters Score -729270.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -729485.500000 Penalty: 2938.162598
	Iteration 6Q: 3 clusters Score -729485.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -729657.750000 Penalty: 2938.162598
	Iteration 7Q: 3 clusters Score -729657.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -729823.562500 Penalty: 2938.162598
	Iteration 8Q: 3 clusters Score -729823.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -729987.062500 Penalty: 2938.162598
	Iteration 9Q: 3 clusters Score -729987.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -730152.125000 Penalty: 2938.162598
	Iteration 10Q: 3 clusters Score -730152.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -730315.437500 Penalty: 2938.162598
	Iteration 11Q: 3 clusters Score -730315.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -730466.812500 Penalty: 2938.162598
	Iteration 12Q: 3 clusters Score -730466.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -730587.562500 Penalty: 2938.162598
	Iteration 13Q: 3 clusters Score -730587.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -730689.062500 Penalty: 2938.162598
	Iteration 14Q: 3 clusters Score -730689.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -730776.000000 Penalty: 2938.162598
	Iteration 15Q: 3 clusters Score -730776 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -730857.500000 Penalty: 2938.162598
	Iteration 16Q: 3 clusters Score -730857.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -730904.875000 Penalty: 2938.162598
	Iteration 17Q: 3 clusters Score -730904.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -730941.687500 Penalty: 2938.162598
	Iteration 18Q: 3 clusters Score -730941.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -730961.312500 Penalty: 2938.162598
	Iteration 19Q: 3 clusters Score -730961.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -730972.750000 Penalty: 2938.162598
	Iteration 20F: 3 clusters Score -730972.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -730979.750000 Penalty: 2938.162598
	Iteration 21Q: 3 clusters Score -730979.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -730986.437500 Penalty: 2938.162598
	Iteration 22Q: 3 clusters Score -730986.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -730992.312500 Penalty: 2938.162598
	Iteration 23Q: 3 clusters Score -730992.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -731000.375000 Penalty: 2938.162598
	Iteration 24Q: 3 clusters Score -731000.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -731007.000000 Penalty: 2938.162598
	Iteration 25Q: 3 clusters Score -731007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -731008.062500 Penalty: 2938.162598
	Iteration 26Q: 3 clusters Score -731008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -731007.625000 Penalty: 2938.162598
	Iteration 27Q: 3 clusters Score -731007.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -731007.937500 Penalty: 2938.162598
	Iteration 28Q: 3 clusters Score -731007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -731007.937500 Penalty: 2938.162598
	Iteration 29F: 3 clusters Score -731007.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Entering Unmasked Estep 
Score: -1879534.000000 Penalty: 1614.458984
	Iteration 0F: 2 clusters Score -1879534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1865576.750000 Penalty: 3228.917969
	Iteration 0F: 3 clusters Score -1865577 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1870835.125000 Penalty: 3228.917969
	Iteration 1F: 3 clusters Score -1870835 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1871199.500000 Penalty: 3228.917969
	Iteration 2Q: 3 clusters Score -1871200 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1871534.750000 Penalty: 3228.917969
	Iteration 3Q: 3 clusters Score -1871535 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1871927.750000 Penalty: 3228.917969
	Iteration 4Q: 3 clusters Score -1871928 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1872386.750000 Penalty: 3228.917969
	Iteration 5Q: 3 clusters Score -1872387 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1872953.625000 Penalty: 3228.917969
	Iteration 6F: 3 clusters Score -1872954 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1873667.625000 Penalty: 3228.917969
	Iteration 7F: 3 clusters Score -1873668 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1874554.250000 Penalty: 3228.917969
	Iteration 8F: 3 clusters Score -1874554 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1875471.500000 Penalty: 3228.917969
	Iteration 9F: 3 clusters Score -1875472 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1876238.375000 Penalty: 3228.917969
	Iteration 10Q: 3 clusters Score -1876238 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1876805.625000 Penalty: 3228.917969
	Iteration 11Q: 3 clusters Score -1876806 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1877138.000000 Penalty: 3228.917969
	Iteration 12Q: 3 clusters Score -1877138 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1877343.500000 Penalty: 3228.917969
	Iteration 13Q: 3 clusters Score -1877344 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1877478.125000 Penalty: 3228.917969
	Iteration 14Q: 3 clusters Score -1877478 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1877587.500000 Penalty: 3228.917969
	Iteration 15Q: 3 clusters Score -1877588 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1877654.250000 Penalty: 3228.917969
	Iteration 16Q: 3 clusters Score -1877654 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1877707.375000 Penalty: 3228.917969
	Iteration 17Q: 3 clusters Score -1877707 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1877753.750000 Penalty: 3228.917969
	Iteration 18Q: 3 clusters Score -1877754 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1877811.375000 Penalty: 3228.917969
	Iteration 19Q: 3 clusters Score -1877811 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1877855.375000 Penalty: 3228.917969
	Iteration 20F: 3 clusters Score -1877855 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1877906.750000 Penalty: 3228.917969
	Iteration 21Q: 3 clusters Score -1877907 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1877934.750000 Penalty: 3228.917969
	Iteration 22Q: 3 clusters Score -1877935 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1877977.250000 Penalty: 3228.917969
	Iteration 23Q: 3 clusters Score -1877977 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1877995.125000 Penalty: 3228.917969
	Iteration 24Q: 3 clusters Score -1877995 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1878020.000000 Penalty: 3228.917969
	Iteration 25Q: 3 clusters Score -1878020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1878036.625000 Penalty: 3228.917969
	Iteration 26Q: 3 clusters Score -1878037 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1878054.000000 Penalty: 3228.917969
	Iteration 27Q: 3 clusters Score -1878054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1878075.500000 Penalty: 3228.917969
	Iteration 28Q: 3 clusters Score -1878076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1878097.500000 Penalty: 3228.917969
	Iteration 29Q: 3 clusters Score -1878098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1878114.875000 Penalty: 3228.917969
	Iteration 30Q: 3 clusters Score -1878115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1878125.000000 Penalty: 3228.917969
	Iteration 31Q: 3 clusters Score -1878125 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1878135.250000 Penalty: 3228.917969
	Iteration 32Q: 3 clusters Score -1878135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1878146.875000 Penalty: 3228.917969
	Iteration 33Q: 3 clusters Score -1878147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1878159.000000 Penalty: 3228.917969
	Iteration 34Q: 3 clusters Score -1878159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1878159.250000 Penalty: 3228.917969
	Iteration 35Q: 3 clusters Score -1878159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1878169.000000 Penalty: 3228.917969
	Iteration 36Q: 3 clusters Score -1878169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1878173.375000 Penalty: 3228.917969
	Iteration 37Q: 3 clusters Score -1878173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1878172.875000 Penalty: 3228.917969
	Iteration 38Q: 3 clusters Score -1878173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1878176.625000 Penalty: 3228.917969
	Iteration 39Q: 3 clusters Score -1878177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1878179.750000 Penalty: 3228.917969
	Iteration 40F: 3 clusters Score -1878180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1878183.625000 Penalty: 3228.917969
	Iteration 41Q: 3 clusters Score -1878184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1878190.250000 Penalty: 3228.917969
	Iteration 42Q: 3 clusters Score -1878190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1878201.750000 Penalty: 3228.917969
	Iteration 43Q: 3 clusters Score -1878202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1878203.375000 Penalty: 3228.917969
	Iteration 44Q: 3 clusters Score -1878203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1878208.750000 Penalty: 3228.917969
	Iteration 45Q: 3 clusters Score -1878209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1878215.375000 Penalty: 3228.917969
	Iteration 46Q: 3 clusters Score -1878215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1878218.250000 Penalty: 3228.917969
	Iteration 47Q: 3 clusters Score -1878218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1878218.500000 Penalty: 3228.917969
	Iteration 48Q: 3 clusters Score -1878218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1878225.500000 Penalty: 3228.917969
	Iteration 49Q: 3 clusters Score -1878226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1878231.875000 Penalty: 3228.917969
	Iteration 50Q: 3 clusters Score -1878232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1878234.000000 Penalty: 3228.917969
	Iteration 51Q: 3 clusters Score -1878234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1878239.750000 Penalty: 3228.917969
	Iteration 52Q: 3 clusters Score -1878240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1878239.750000 Penalty: 3228.917969
	Iteration 53Q: 3 clusters Score -1878240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1878245.000000 Penalty: 3228.917969
	Iteration 54Q: 3 clusters Score -1878245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1878247.000000 Penalty: 3228.917969
	Iteration 55Q: 3 clusters Score -1878247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1878254.500000 Penalty: 3228.917969
	Iteration 56Q: 3 clusters Score -1878254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1878254.625000 Penalty: 3228.917969
	Iteration 57Q: 3 clusters Score -1878255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1878262.750000 Penalty: 3228.917969
	Iteration 58Q: 3 clusters Score -1878263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1878263.250000 Penalty: 3228.917969
	Iteration 59Q: 3 clusters Score -1878263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1878261.000000 Penalty: 3228.917969
	Iteration 60F: 3 clusters Score -1878261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1878266.250000 Penalty: 3228.917969
	Iteration 61Q: 3 clusters Score -1878266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1878266.125000 Penalty: 3228.917969
	Iteration 62Q: 3 clusters Score -1878266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1878270.750000 Penalty: 3228.917969
	Iteration 63Q: 3 clusters Score -1878271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1878270.500000 Penalty: 3228.917969
	Iteration 64Q: 3 clusters Score -1878270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1878271.000000 Penalty: 3228.917969
	Iteration 65Q: 3 clusters Score -1878271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1878270.125000 Penalty: 3228.917969
	Iteration 66Q: 3 clusters Score -1878270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1878274.625000 Penalty: 3228.917969
	Iteration 67Q: 3 clusters Score -1878275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1878275.000000 Penalty: 3228.917969
	Iteration 68Q: 3 clusters Score -1878275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1878276.375000 Penalty: 3228.917969
	Iteration 69Q: 3 clusters Score -1878276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1878275.250000 Penalty: 3228.917969
	Iteration 70Q: 3 clusters Score -1878275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1878276.125000 Penalty: 3228.917969
	Iteration 71Q: 3 clusters Score -1878276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1878276.750000 Penalty: 3228.917969
	Iteration 72Q: 3 clusters Score -1878277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1878276.000000 Penalty: 3228.917969
	Iteration 73Q: 3 clusters Score -1878276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1878276.000000 Penalty: 3228.917969
	Iteration 74F: 3 clusters Score -1878276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Entering Unmasked Estep 
Score: -7982375.000000 Penalty: 1848.296753
	Iteration 0F: 2 clusters Score -7982375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -7924026.000000 Penalty: 3696.593506
	Iteration 0F: 3 clusters Score -7924026 nChanged 41726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -7948058.000000 Penalty: 3696.593506
	Iteration 1F: 3 clusters Score -7948058 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -7949096.500000 Penalty: 3696.593506
	Iteration 2Q: 3 clusters Score -7949096 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -7950466.500000 Penalty: 3696.593506
	Iteration 3Q: 3 clusters Score -7950466 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -7952586.500000 Penalty: 3696.593506
	Iteration 4F: 3 clusters Score -7952586 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -7955500.500000 Penalty: 3696.593506
	Iteration 5F: 3 clusters Score -7955500 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -7959282.000000 Penalty: 3696.593506
	Iteration 6F: 3 clusters Score -7959282 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -7963443.000000 Penalty: 3696.593506
	Iteration 7F: 3 clusters Score -7963443 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -7967655.000000 Penalty: 3696.593506
	Iteration 8F: 3 clusters Score -7967655 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 73957 members 
Entering Unmasked Estep 
Score: -7971239.500000 Penalty: 3696.593506
	Iteration 9F: 3 clusters Score -7971240 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 77991 members 
Entering Unmasked Estep 
Score: -7974257.500000 Penalty: 3696.593506
	Iteration 10Q: 3 clusters Score -7974258 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -7976655.000000 Penalty: 3696.593506
	Iteration 11Q: 3 clusters Score -7976655 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -7978270.500000 Penalty: 3696.593506
	Iteration 12Q: 3 clusters Score -7978270 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
Score: -7979294.500000 Penalty: 3696.593506
	Iteration 13Q: 3 clusters Score -7979294 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -7979867.000000 Penalty: 3696.593506
	Iteration 14Q: 3 clusters Score -7979867 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 86096 members 
Entering Unmasked Estep 
Score: -7980235.500000 Penalty: 3696.593506
	Iteration 15Q: 3 clusters Score -7980236 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 86389 members 
Entering Unmasked Estep 
Score: -7980487.500000 Penalty: 3696.593506
	Iteration 16Q: 3 clusters Score -7980488 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 86548 members 
Entering Unmasked Estep 
Score: -7980606.500000 Penalty: 3696.593506
	Iteration 17Q: 3 clusters Score -7980606 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -7980671.000000 Penalty: 3696.593506
	Iteration 18Q: 3 clusters Score -7980671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -7980719.500000 Penalty: 3696.593506
	Iteration 19Q: 3 clusters Score -7980720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 86706 members 
Entering Unmasked Estep 
Score: -7980767.000000 Penalty: 3696.593506
	Iteration 20F: 3 clusters Score -7980767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -7980817.500000 Penalty: 3696.593506
	Iteration 21Q: 3 clusters Score -7980818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 86746 members 
Entering Unmasked Estep 
Score: -7980828.500000 Penalty: 3696.593506
	Iteration 22Q: 3 clusters Score -7980828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 86757 members 
Entering Unmasked Estep 
Score: -7980858.500000 Penalty: 3696.593506
	Iteration 23Q: 3 clusters Score -7980858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -7980876.000000 Penalty: 3696.593506
	Iteration 24Q: 3 clusters Score -7980876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 86765 members 
Entering Unmasked Estep 
Score: -7980885.500000 Penalty: 3696.593506
	Iteration 25Q: 3 clusters Score -7980886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 86770 members 
Entering Unmasked Estep 
Score: -7980891.000000 Penalty: 3696.593506
	Iteration 26Q: 3 clusters Score -7980891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -7980907.000000 Penalty: 3696.593506
	Iteration 27Q: 3 clusters Score -7980907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -7980902.000000 Penalty: 3696.593506
	Iteration 28Q: 3 clusters Score -7980902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -7980907.500000 Penalty: 3696.593506
	Iteration 29Q: 3 clusters Score -7980908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -7980917.000000 Penalty: 3696.593506
	Iteration 30Q: 3 clusters Score -7980917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 86778 members 
Entering Unmasked Estep 
Score: -7980914.000000 Penalty: 3696.593506
	Iteration 31Q: 3 clusters Score -7980914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 86779 members 
Entering Unmasked Estep 
Score: -7980920.500000 Penalty: 3696.593506
	Iteration 32Q: 3 clusters Score -7980920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -7980917.000000 Penalty: 3696.593506
	Iteration 33Q: 3 clusters Score -7980917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 86782 members 
Entering Unmasked Estep 
Score: -7980911.500000 Penalty: 3696.593506
	Iteration 34Q: 3 clusters Score -7980912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -7980909.000000 Penalty: 3696.593506
	Iteration 35Q: 3 clusters Score -7980909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -7980913.000000 Penalty: 3696.593506
	Iteration 36Q: 3 clusters Score -7980913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -7980916.500000 Penalty: 3696.593506
	Iteration 37Q: 3 clusters Score -7980916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -7980916.500000 Penalty: 3696.593506
	Iteration 38F: 3 clusters Score -7980916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Entering Unmasked Estep 
Score: -679734.875000 Penalty: 1435.769043
	Iteration 0F: 2 clusters Score -679734.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -674529.375000 Penalty: 2871.538086
	Iteration 0F: 3 clusters Score -674529.4 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -676086.125000 Penalty: 2871.538086
	Iteration 1F: 3 clusters Score -676086.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -676260.937500 Penalty: 2871.538086
	Iteration 2F: 3 clusters Score -676260.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -676376.687500 Penalty: 2871.538086
	Iteration 3Q: 3 clusters Score -676376.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -676461.687500 Penalty: 2871.538086
	Iteration 4Q: 3 clusters Score -676461.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -676541.125000 Penalty: 2871.538086
	Iteration 5Q: 3 clusters Score -676541.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -676628.250000 Penalty: 2871.538086
	Iteration 6Q: 3 clusters Score -676628.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -676729.937500 Penalty: 2871.538086
	Iteration 7Q: 3 clusters Score -676729.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -676844.750000 Penalty: 2871.538086
	Iteration 8Q: 3 clusters Score -676844.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -676978.250000 Penalty: 2871.538086
	Iteration 9Q: 3 clusters Score -676978.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -677132.250000 Penalty: 2871.538086
	Iteration 10Q: 3 clusters Score -677132.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -677303.500000 Penalty: 2871.538086
	Iteration 11Q: 3 clusters Score -677303.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -677488.500000 Penalty: 2871.538086
	Iteration 12Q: 3 clusters Score -677488.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -677674.687500 Penalty: 2871.538086
	Iteration 13Q: 3 clusters Score -677674.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -677853.562500 Penalty: 2871.538086
	Iteration 14Q: 3 clusters Score -677853.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -678002.812500 Penalty: 2871.538086
	Iteration 15Q: 3 clusters Score -678002.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -678138.375000 Penalty: 2871.538086
	Iteration 16Q: 3 clusters Score -678138.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -678254.937500 Penalty: 2871.538086
	Iteration 17Q: 3 clusters Score -678254.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -678349.875000 Penalty: 2871.538086
	Iteration 18Q: 3 clusters Score -678349.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -678399.312500 Penalty: 2871.538086
	Iteration 19Q: 3 clusters Score -678399.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -678441.187500 Penalty: 2871.538086
	Iteration 20F: 3 clusters Score -678441.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -678463.812500 Penalty: 2871.538086
	Iteration 21Q: 3 clusters Score -678463.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -678481.437500 Penalty: 2871.538086
	Iteration 22Q: 3 clusters Score -678481.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -678489.375000 Penalty: 2871.538086
	Iteration 23Q: 3 clusters Score -678489.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -678494.125000 Penalty: 2871.538086
	Iteration 24Q: 3 clusters Score -678494.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -678503.937500 Penalty: 2871.538086
	Iteration 25Q: 3 clusters Score -678503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -678509.437500 Penalty: 2871.538086
	Iteration 26Q: 3 clusters Score -678509.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -678519.750000 Penalty: 2871.538086
	Iteration 27Q: 3 clusters Score -678519.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -678526.062500 Penalty: 2871.538086
	Iteration 28Q: 3 clusters Score -678526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -678530.187500 Penalty: 2871.538086
	Iteration 29Q: 3 clusters Score -678530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -678532.750000 Penalty: 2871.538086
	Iteration 30Q: 3 clusters Score -678532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -678534.875000 Penalty: 2871.538086
	Iteration 31Q: 3 clusters Score -678534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -678539.375000 Penalty: 2871.538086
	Iteration 32Q: 3 clusters Score -678539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -678540.187500 Penalty: 2871.538086
	Iteration 33Q: 3 clusters Score -678540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -678541.250000 Penalty: 2871.538086
	Iteration 34Q: 3 clusters Score -678541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -678543.500000 Penalty: 2871.538086
	Iteration 35Q: 3 clusters Score -678543.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -678543.812500 Penalty: 2871.538086
	Iteration 36Q: 3 clusters Score -678543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -678545.125000 Penalty: 2871.538086
	Iteration 37Q: 3 clusters Score -678545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -678545.125000 Penalty: 2871.538086
	Iteration 38F: 3 clusters Score -678545.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Entering Unmasked Estep 
Score: -1084952.500000 Penalty: 1515.978882
	Iteration 0F: 2 clusters Score -1084952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1076956.625000 Penalty: 3031.957764
	Iteration 0F: 3 clusters Score -1076957 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1079551.500000 Penalty: 3031.957764
	Iteration 1F: 3 clusters Score -1079552 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1079783.875000 Penalty: 3031.957764
	Iteration 2F: 3 clusters Score -1079784 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1079951.500000 Penalty: 3031.957764
	Iteration 3Q: 3 clusters Score -1079952 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1080081.125000 Penalty: 3031.957764
	Iteration 4Q: 3 clusters Score -1080081 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1080205.500000 Penalty: 3031.957764
	Iteration 5Q: 3 clusters Score -1080206 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1080306.375000 Penalty: 3031.957764
	Iteration 6Q: 3 clusters Score -1080306 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1080401.500000 Penalty: 3031.957764
	Iteration 7Q: 3 clusters Score -1080402 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1080507.750000 Penalty: 3031.957764
	Iteration 8Q: 3 clusters Score -1080508 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1080635.875000 Penalty: 3031.957764
	Iteration 9Q: 3 clusters Score -1080636 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1080819.375000 Penalty: 3031.957764
	Iteration 10Q: 3 clusters Score -1080819 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1081034.125000 Penalty: 3031.957764
	Iteration 11Q: 3 clusters Score -1081034 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1081299.375000 Penalty: 3031.957764
	Iteration 12Q: 3 clusters Score -1081299 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1081635.125000 Penalty: 3031.957764
	Iteration 13Q: 3 clusters Score -1081635 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1082029.000000 Penalty: 3031.957764
	Iteration 14Q: 3 clusters Score -1082029 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1082450.250000 Penalty: 3031.957764
	Iteration 15Q: 3 clusters Score -1082450 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1082787.375000 Penalty: 3031.957764
	Iteration 16Q: 3 clusters Score -1082787 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1083037.250000 Penalty: 3031.957764
	Iteration 17Q: 3 clusters Score -1083037 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1083231.375000 Penalty: 3031.957764
	Iteration 18Q: 3 clusters Score -1083231 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1083365.000000 Penalty: 3031.957764
	Iteration 19Q: 3 clusters Score -1083365 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1083440.750000 Penalty: 3031.957764
	Iteration 20F: 3 clusters Score -1083441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1083487.250000 Penalty: 3031.957764
	Iteration 21Q: 3 clusters Score -1083487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1083518.000000 Penalty: 3031.957764
	Iteration 22Q: 3 clusters Score -1083518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1083546.875000 Penalty: 3031.957764
	Iteration 23Q: 3 clusters Score -1083547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1083567.125000 Penalty: 3031.957764
	Iteration 24Q: 3 clusters Score -1083567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1083576.625000 Penalty: 3031.957764
	Iteration 25Q: 3 clusters Score -1083577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1083586.000000 Penalty: 3031.957764
	Iteration 26Q: 3 clusters Score -1083586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1083593.250000 Penalty: 3031.957764
	Iteration 27Q: 3 clusters Score -1083593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1083598.750000 Penalty: 3031.957764
	Iteration 28Q: 3 clusters Score -1083599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1083599.875000 Penalty: 3031.957764
	Iteration 29Q: 3 clusters Score -1083600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1083602.375000 Penalty: 3031.957764
	Iteration 30Q: 3 clusters Score -1083602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1083604.125000 Penalty: 3031.957764
	Iteration 31Q: 3 clusters Score -1083604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1083604.125000 Penalty: 3031.957764
	Iteration 32F: 3 clusters Score -1083604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Entering Unmasked Estep 
Score: -886632.125000 Penalty: 1507.538086
	Iteration 0F: 2 clusters Score -886632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -878992.812500 Penalty: 3015.076172
	Iteration 0F: 3 clusters Score -878992.8 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -881530.750000 Penalty: 3015.076172
	Iteration 1F: 3 clusters Score -881530.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -881822.562500 Penalty: 3015.076172
	Iteration 2F: 3 clusters Score -881822.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -882072.937500 Penalty: 3015.076172
	Iteration 3F: 3 clusters Score -882072.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -882291.437500 Penalty: 3015.076172
	Iteration 4Q: 3 clusters Score -882291.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -882502.500000 Penalty: 3015.076172
	Iteration 5Q: 3 clusters Score -882502.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -882723.750000 Penalty: 3015.076172
	Iteration 6Q: 3 clusters Score -882723.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -882956.312500 Penalty: 3015.076172
	Iteration 7Q: 3 clusters Score -882956.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -883149.812500 Penalty: 3015.076172
	Iteration 8Q: 3 clusters Score -883149.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -883338.125000 Penalty: 3015.076172
	Iteration 9Q: 3 clusters Score -883338.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -883525.062500 Penalty: 3015.076172
	Iteration 10Q: 3 clusters Score -883525.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -883696.375000 Penalty: 3015.076172
	Iteration 11Q: 3 clusters Score -883696.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -883860.500000 Penalty: 3015.076172
	Iteration 12Q: 3 clusters Score -883860.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -884004.750000 Penalty: 3015.076172
	Iteration 13Q: 3 clusters Score -884004.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -884135.000000 Penalty: 3015.076172
	Iteration 14Q: 3 clusters Score -884135 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -884241.375000 Penalty: 3015.076172
	Iteration 15Q: 3 clusters Score -884241.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -884343.062500 Penalty: 3015.076172
	Iteration 16Q: 3 clusters Score -884343.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -884428.687500 Penalty: 3015.076172
	Iteration 17Q: 3 clusters Score -884428.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -884510.750000 Penalty: 3015.076172
	Iteration 18Q: 3 clusters Score -884510.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -884591.812500 Penalty: 3015.076172
	Iteration 19Q: 3 clusters Score -884591.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -884668.375000 Penalty: 3015.076172
	Iteration 20F: 3 clusters Score -884668.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -884723.125000 Penalty: 3015.076172
	Iteration 21Q: 3 clusters Score -884723.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -884768.250000 Penalty: 3015.076172
	Iteration 22Q: 3 clusters Score -884768.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -884821.625000 Penalty: 3015.076172
	Iteration 23Q: 3 clusters Score -884821.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -884862.500000 Penalty: 3015.076172
	Iteration 24Q: 3 clusters Score -884862.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -884917.437500 Penalty: 3015.076172
	Iteration 25Q: 3 clusters Score -884917.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -884974.187500 Penalty: 3015.076172
	Iteration 26Q: 3 clusters Score -884974.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -885017.875000 Penalty: 3015.076172
	Iteration 27Q: 3 clusters Score -885017.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -885076.437500 Penalty: 3015.076172
	Iteration 28Q: 3 clusters Score -885076.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -885134.312500 Penalty: 3015.076172
	Iteration 29Q: 3 clusters Score -885134.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -885190.500000 Penalty: 3015.076172
	Iteration 30Q: 3 clusters Score -885190.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -885241.812500 Penalty: 3015.076172
	Iteration 31Q: 3 clusters Score -885241.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -885296.312500 Penalty: 3015.076172
	Iteration 32Q: 3 clusters Score -885296.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -885359.562500 Penalty: 3015.076172
	Iteration 33Q: 3 clusters Score -885359.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -885439.250000 Penalty: 3015.076172
	Iteration 34Q: 3 clusters Score -885439.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -885538.125000 Penalty: 3015.076172
	Iteration 35Q: 3 clusters Score -885538.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -885643.687500 Penalty: 3015.076172
	Iteration 36Q: 3 clusters Score -885643.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -885725.437500 Penalty: 3015.076172
	Iteration 37Q: 3 clusters Score -885725.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -885790.687500 Penalty: 3015.076172
	Iteration 38Q: 3 clusters Score -885790.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -885845.812500 Penalty: 3015.076172
	Iteration 39Q: 3 clusters Score -885845.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -885891.125000 Penalty: 3015.076172
	Iteration 40F: 3 clusters Score -885891.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -885919.562500 Penalty: 3015.076172
	Iteration 41Q: 3 clusters Score -885919.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -885930.250000 Penalty: 3015.076172
	Iteration 42Q: 3 clusters Score -885930.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -885945.250000 Penalty: 3015.076172
	Iteration 43Q: 3 clusters Score -885945.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -885952.875000 Penalty: 3015.076172
	Iteration 44Q: 3 clusters Score -885952.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -885957.437500 Penalty: 3015.076172
	Iteration 45Q: 3 clusters Score -885957.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -885963.250000 Penalty: 3015.076172
	Iteration 46Q: 3 clusters Score -885963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -885963.125000 Penalty: 3015.076172
	Iteration 47Q: 3 clusters Score -885963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -885963.000000 Penalty: 3015.076172
	Iteration 48Q: 3 clusters Score -885963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -885964.312500 Penalty: 3015.076172
	Iteration 49Q: 3 clusters Score -885964.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -885964.312500 Penalty: 3015.076172
	Iteration 50F: 3 clusters Score -885964.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -70425.375000 Penalty: 1105.569580
	Iteration 0F: 2 clusters Score -70425.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69077.273438 Penalty: 2211.139160
	Iteration 0F: 3 clusters Score -69077.27 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69392.320312 Penalty: 2211.139160
	Iteration 1F: 3 clusters Score -69392.32 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69523.968750 Penalty: 2211.139160
	Iteration 2F: 3 clusters Score -69523.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69612.585938 Penalty: 2211.139160
	Iteration 3F: 3 clusters Score -69612.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69682.531250 Penalty: 2211.139160
	Iteration 4Q: 3 clusters Score -69682.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69729.500000 Penalty: 2211.139160
	Iteration 5Q: 3 clusters Score -69729.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69788.515625 Penalty: 2211.139160
	Iteration 6Q: 3 clusters Score -69788.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69814.437500 Penalty: 2211.139160
	Iteration 7Q: 3 clusters Score -69814.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69837.921875 Penalty: 2211.139160
	Iteration 8Q: 3 clusters Score -69837.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69860.929688 Penalty: 2211.139160
	Iteration 9Q: 3 clusters Score -69860.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69881.679688 Penalty: 2211.139160
	Iteration 10Q: 3 clusters Score -69881.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69896.343750 Penalty: 2211.139160
	Iteration 11Q: 3 clusters Score -69896.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69903.054688 Penalty: 2211.139160
	Iteration 12Q: 3 clusters Score -69903.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69908.976562 Penalty: 2211.139160
	Iteration 13Q: 3 clusters Score -69908.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69915.515625 Penalty: 2211.139160
	Iteration 14Q: 3 clusters Score -69915.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69926.070312 Penalty: 2211.139160
	Iteration 15Q: 3 clusters Score -69926.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69929.273438 Penalty: 2211.139160
	Iteration 16Q: 3 clusters Score -69929.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69931.265625 Penalty: 2211.139160
	Iteration 17Q: 3 clusters Score -69931.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69931.265625 Penalty: 2211.139160
	Iteration 18F: 3 clusters Score -69931.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205450 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66293 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16042 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20643 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10691 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853420.000000 Penalty: 45368.945312
Iteration 239Q: 22 clusters Score -5.385342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205442 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66293 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16045 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20643 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10692 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853428.000000 Penalty: 45368.945312
Iteration 240F: 22 clusters Score -5.385343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205438 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66294 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16046 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20643 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10692 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853440.000000 Penalty: 45368.945312
Iteration 241Q: 22 clusters Score -5.385344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205434 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66295 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16046 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20644 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10693 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853420.000000 Penalty: 45368.945312
Iteration 242Q: 22 clusters Score -5.385342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205427 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66293 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16053 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20644 members 
Mstep: Class 17 contains 87040 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10695 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853440.000000 Penalty: 45368.945312
Iteration 243Q: 22 clusters Score -5.385344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205425 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66292 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20644 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10695 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853452.000000 Penalty: 45368.945312
Iteration 244Q: 22 clusters Score -5.385345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205422 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66292 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16058 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20644 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10695 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853472.000000 Penalty: 45368.945312
Iteration 245Q: 22 clusters Score -5.385347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205420 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66291 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16062 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20644 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10695 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853472.000000 Penalty: 45368.945312
Iteration 246Q: 22 clusters Score -5.385347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205417 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66292 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16065 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20644 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10695 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853512.000000 Penalty: 45368.945312
Iteration 247Q: 22 clusters Score -5.385351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205415 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66292 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16067 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20644 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10695 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853504.000000 Penalty: 45368.945312
Iteration 248Q: 22 clusters Score -5.38535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205410 members 
Mstep: Class 7 contains 37038 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66292 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16071 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20645 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10695 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853504.000000 Penalty: 45368.945312
Iteration 249Q: 22 clusters Score -5.38535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205405 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66292 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16075 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20645 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10695 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853480.000000 Penalty: 45368.945312
Iteration 250Q: 22 clusters Score -5.385348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205404 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66291 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20646 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853480.000000 Penalty: 45368.945312
Iteration 251Q: 22 clusters Score -5.385348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205403 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66289 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16080 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20646 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853480.000000 Penalty: 45368.945312
Iteration 252Q: 22 clusters Score -5.385348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205402 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66287 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16083 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20646 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853496.000000 Penalty: 45368.945312
Iteration 253Q: 22 clusters Score -5.38535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205396 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66286 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16089 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20646 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853484.000000 Penalty: 45368.945312
Iteration 254Q: 22 clusters Score -5.385348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205388 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66280 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16104 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20646 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853444.000000 Penalty: 45368.945312
Iteration 255Q: 22 clusters Score -5.385344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205379 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66277 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16115 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20647 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853448.000000 Penalty: 45368.945312
Iteration 256Q: 22 clusters Score -5.385345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205372 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66276 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16122 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20648 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853444.000000 Penalty: 45368.945312
Iteration 257Q: 22 clusters Score -5.385344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6433 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205368 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66276 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16125 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20650 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853416.000000 Penalty: 45368.945312
Iteration 258Q: 22 clusters Score -5.385342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6432 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205369 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66272 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16126 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20651 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10696 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853440.000000 Penalty: 45368.945312
Iteration 259Q: 22 clusters Score -5.385344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6431 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205366 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66270 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16131 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20652 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10696 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853420.000000 Penalty: 45368.945312
Iteration 260F: 22 clusters Score -5.385342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6431 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205360 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66269 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16138 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20652 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10696 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853408.000000 Penalty: 45368.945312
Iteration 261Q: 22 clusters Score -5.385341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6431 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205355 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66266 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16144 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20652 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10696 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853408.000000 Penalty: 45368.945312
Iteration 262Q: 22 clusters Score -5.385341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6431 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205348 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66265 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16149 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20652 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10696 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853404.000000 Penalty: 45368.945312
Iteration 263Q: 22 clusters Score -5.38534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6431 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205341 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66261 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16156 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20654 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 10697 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853404.000000 Penalty: 45368.945312
Iteration 264Q: 22 clusters Score -5.38534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6431 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205331 members 
Mstep: Class 7 contains 37040 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66256 members 
Mstep: Class 10 contains 8058 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16168 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20655 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11257 members 
Mstep: Class 20 contains 10698 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853396.000000 Penalty: 45368.945312
Iteration 265Q: 22 clusters Score -5.38534e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6431 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205324 members 
Mstep: Class 7 contains 37041 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66249 members 
Mstep: Class 10 contains 8058 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20656 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10697 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853380.000000 Penalty: 45368.945312
Iteration 266Q: 22 clusters Score -5.385338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6431 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205307 members 
Mstep: Class 7 contains 37041 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66249 members 
Mstep: Class 10 contains 8058 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16196 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20658 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10696 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853380.000000 Penalty: 45368.945312
Iteration 267Q: 22 clusters Score -5.385338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6430 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205292 members 
Mstep: Class 7 contains 37041 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66245 members 
Mstep: Class 10 contains 8059 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16213 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20659 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10696 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853380.000000 Penalty: 45368.945312
Iteration 268Q: 22 clusters Score -5.385338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6427 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205281 members 
Mstep: Class 7 contains 37041 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66238 members 
Mstep: Class 10 contains 8062 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16231 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20659 members 
Mstep: Class 17 contains 87042 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10696 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853364.000000 Penalty: 45368.945312
Iteration 269Q: 22 clusters Score -5.385336e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6422 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205261 members 
Mstep: Class 7 contains 37041 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66235 members 
Mstep: Class 10 contains 8062 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16256 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20660 members 
Mstep: Class 17 contains 87043 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10697 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853364.000000 Penalty: 45368.945312
Iteration 270Q: 22 clusters Score -5.385336e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6417 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205246 members 
Mstep: Class 7 contains 37041 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66239 members 
Mstep: Class 10 contains 8062 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16272 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20660 members 
Mstep: Class 17 contains 87043 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10698 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853332.000000 Penalty: 45368.945312
Iteration 271Q: 22 clusters Score -5.385333e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6411 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205228 members 
Mstep: Class 7 contains 37041 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66244 members 
Mstep: Class 10 contains 8062 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16286 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20660 members 
Mstep: Class 17 contains 87044 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10700 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853308.000000 Penalty: 45368.945312
Iteration 272Q: 22 clusters Score -5.385331e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6410 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205215 members 
Mstep: Class 7 contains 37041 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66241 members 
Mstep: Class 10 contains 8063 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16300 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20661 members 
Mstep: Class 17 contains 87044 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10700 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853316.000000 Penalty: 45368.945312
Iteration 273Q: 22 clusters Score -5.385332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6409 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205197 members 
Mstep: Class 7 contains 37041 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66238 members 
Mstep: Class 10 contains 8064 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 16317 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20662 members 
Mstep: Class 17 contains 87044 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10702 members 
Mstep: Class 21 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853320.000000 Penalty: 45368.945312
Iteration 274Q: 22 clusters Score -5.385332e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205178 members 
Mstep: Class 7 contains 37041 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66235 members 
Mstep: Class 10 contains 8065 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16339 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20661 members 
Mstep: Class 17 contains 87044 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10702 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853344.000000 Penalty: 45368.945312
Iteration 275Q: 22 clusters Score -5.385334e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 6404 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205160 members 
Mstep: Class 7 contains 37040 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66231 members 
Mstep: Class 10 contains 8065 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16362 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20663 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10702 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853384.000000 Penalty: 45368.945312
Iteration 276Q: 22 clusters Score -5.385338e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77148 members 
Mstep: Class 4 contains 6401 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205141 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66229 members 
Mstep: Class 10 contains 8064 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16380 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20666 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10703 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853336.000000 Penalty: 45368.945312
Iteration 277Q: 22 clusters Score -5.385334e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77149 members 
Mstep: Class 4 contains 6396 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205118 members 
Mstep: Class 7 contains 37037 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66233 members 
Mstep: Class 10 contains 8065 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16392 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20668 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10705 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853352.000000 Penalty: 45368.945312
Iteration 278Q: 22 clusters Score -5.385335e+07 nChanged 31
Entering ConstructFrom: 
Score: -53853352.000000 Penalty: 45368.945312
Entering ConstructFrom: 
Trying to split cluster 1 (11654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Entering Unmasked Estep 
Score: -1093605.375000 Penalty: 1521.553345
	Iteration 0F: 2 clusters Score -1093605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1085333.000000 Penalty: 3043.106689
	Iteration 0F: 3 clusters Score -1085333 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1088128.125000 Penalty: 3043.106689
	Iteration 1F: 3 clusters Score -1088128 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1088392.375000 Penalty: 3043.106689
	Iteration 2F: 3 clusters Score -1088392 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1088623.375000 Penalty: 3043.106689
	Iteration 3Q: 3 clusters Score -1088623 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1088900.125000 Penalty: 3043.106689
	Iteration 4Q: 3 clusters Score -1088900 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1089260.875000 Penalty: 3043.106689
	Iteration 5F: 3 clusters Score -1089261 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1089722.875000 Penalty: 3043.106689
	Iteration 6F: 3 clusters Score -1089723 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1090319.500000 Penalty: 3043.106689
	Iteration 7F: 3 clusters Score -1090320 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1091044.250000 Penalty: 3043.106689
	Iteration 8F: 3 clusters Score -1091044 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1091655.875000 Penalty: 3043.106689
	Iteration 9F: 3 clusters Score -1091656 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1092074.250000 Penalty: 3043.106689
	Iteration 10Q: 3 clusters Score -1092074 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1092276.125000 Penalty: 3043.106689
	Iteration 11Q: 3 clusters Score -1092276 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1092370.625000 Penalty: 3043.106689
	Iteration 12Q: 3 clusters Score -1092371 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1092433.625000 Penalty: 3043.106689
	Iteration 13Q: 3 clusters Score -1092434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1092474.875000 Penalty: 3043.106689
	Iteration 14Q: 3 clusters Score -1092475 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1092511.250000 Penalty: 3043.106689
	Iteration 15Q: 3 clusters Score -1092511 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1092548.500000 Penalty: 3043.106689
	Iteration 16Q: 3 clusters Score -1092548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1092570.375000 Penalty: 3043.106689
	Iteration 17Q: 3 clusters Score -1092570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1092594.750000 Penalty: 3043.106689
	Iteration 18Q: 3 clusters Score -1092595 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1092612.625000 Penalty: 3043.106689
	Iteration 19Q: 3 clusters Score -1092613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1092623.500000 Penalty: 3043.106689
	Iteration 20F: 3 clusters Score -1092624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1092627.250000 Penalty: 3043.106689
	Iteration 21Q: 3 clusters Score -1092627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1092632.125000 Penalty: 3043.106689
	Iteration 22Q: 3 clusters Score -1092632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1092635.500000 Penalty: 3043.106689
	Iteration 23Q: 3 clusters Score -1092636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1092643.375000 Penalty: 3043.106689
	Iteration 24Q: 3 clusters Score -1092643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1092647.375000 Penalty: 3043.106689
	Iteration 25Q: 3 clusters Score -1092647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1092651.125000 Penalty: 3043.106689
	Iteration 26Q: 3 clusters Score -1092651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1092658.500000 Penalty: 3043.106689
	Iteration 27Q: 3 clusters Score -1092658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1092661.500000 Penalty: 3043.106689
	Iteration 28Q: 3 clusters Score -1092662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1092663.125000 Penalty: 3043.106689
	Iteration 29Q: 3 clusters Score -1092663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1092663.875000 Penalty: 3043.106689
	Iteration 30Q: 3 clusters Score -1092664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1092669.625000 Penalty: 3043.106689
	Iteration 31Q: 3 clusters Score -1092670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1092676.125000 Penalty: 3043.106689
	Iteration 32Q: 3 clusters Score -1092676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1092680.125000 Penalty: 3043.106689
	Iteration 33Q: 3 clusters Score -1092680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1092683.250000 Penalty: 3043.106689
	Iteration 34Q: 3 clusters Score -1092683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1092684.750000 Penalty: 3043.106689
	Iteration 35Q: 3 clusters Score -1092685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1092687.250000 Penalty: 3043.106689
	Iteration 36Q: 3 clusters Score -1092687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1092692.750000 Penalty: 3043.106689
	Iteration 37Q: 3 clusters Score -1092693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1092692.750000 Penalty: 3043.106689
	Iteration 38Q: 3 clusters Score -1092693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1092691.625000 Penalty: 3043.106689
	Iteration 39Q: 3 clusters Score -1092692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1092693.875000 Penalty: 3043.106689
	Iteration 40F: 3 clusters Score -1092694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1092695.375000 Penalty: 3043.106689
	Iteration 41Q: 3 clusters Score -1092695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1092697.875000 Penalty: 3043.106689
	Iteration 42Q: 3 clusters Score -1092698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1092698.875000 Penalty: 3043.106689
	Iteration 43Q: 3 clusters Score -1092699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1092702.625000 Penalty: 3043.106689
	Iteration 44Q: 3 clusters Score -1092703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1092703.625000 Penalty: 3043.106689
	Iteration 45Q: 3 clusters Score -1092704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1092704.000000 Penalty: 3043.106689
	Iteration 46Q: 3 clusters Score -1092704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1092703.875000 Penalty: 3043.106689
	Iteration 47Q: 3 clusters Score -1092704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1092705.125000 Penalty: 3043.106689
	Iteration 48Q: 3 clusters Score -1092705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1092704.500000 Penalty: 3043.106689
	Iteration 49Q: 3 clusters Score -1092704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1092709.625000 Penalty: 3043.106689
	Iteration 50Q: 3 clusters Score -1092710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1092710.500000 Penalty: 3043.106689
	Iteration 51Q: 3 clusters Score -1092710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1092712.500000 Penalty: 3043.106689
	Iteration 52Q: 3 clusters Score -1092712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1092713.500000 Penalty: 3043.106689
	Iteration 53Q: 3 clusters Score -1092714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1092712.875000 Penalty: 3043.106689
	Iteration 54Q: 3 clusters Score -1092713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1092714.250000 Penalty: 3043.106689
	Iteration 55Q: 3 clusters Score -1092714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1092712.500000 Penalty: 3043.106689
	Iteration 56Q: 3 clusters Score -1092712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1092710.875000 Penalty: 3043.106689
	Iteration 57Q: 3 clusters Score -1092711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1092711.625000 Penalty: 3043.106689
	Iteration 58Q: 3 clusters Score -1092712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1092714.250000 Penalty: 3043.106689
	Iteration 59Q: 3 clusters Score -1092714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1092712.750000 Penalty: 3043.106689
	Iteration 60F: 3 clusters Score -1092713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1092712.500000 Penalty: 3043.106689
	Iteration 61Q: 3 clusters Score -1092712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1092711.750000 Penalty: 3043.106689
	Iteration 62Q: 3 clusters Score -1092712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1092711.750000 Penalty: 3043.106689
	Iteration 63F: 3 clusters Score -1092712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Entering Unmasked Estep 
Score: -386049.375000 Penalty: 1350.801758
	Iteration 0F: 2 clusters Score -386049.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -382596.187500 Penalty: 2701.603516
	Iteration 0F: 3 clusters Score -382596.2 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -383583.781250 Penalty: 2701.603516
	Iteration 1F: 3 clusters Score -383583.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -383929.437500 Penalty: 2701.603516
	Iteration 2F: 3 clusters Score -383929.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -384245.156250 Penalty: 2701.603516
	Iteration 3F: 3 clusters Score -384245.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -384530.843750 Penalty: 2701.603516
	Iteration 4F: 3 clusters Score -384530.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -384784.000000 Penalty: 2701.603516
	Iteration 5F: 3 clusters Score -384784 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -384969.531250 Penalty: 2701.603516
	Iteration 6F: 3 clusters Score -384969.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -385070.812500 Penalty: 2701.603516
	Iteration 7Q: 3 clusters Score -385070.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -385144.781250 Penalty: 2701.603516
	Iteration 8Q: 3 clusters Score -385144.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -385201.468750 Penalty: 2701.603516
	Iteration 9Q: 3 clusters Score -385201.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -385236.937500 Penalty: 2701.603516
	Iteration 10Q: 3 clusters Score -385236.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -385261.531250 Penalty: 2701.603516
	Iteration 11Q: 3 clusters Score -385261.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -385285.437500 Penalty: 2701.603516
	Iteration 12Q: 3 clusters Score -385285.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -385310.843750 Penalty: 2701.603516
	Iteration 13Q: 3 clusters Score -385310.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -385339.531250 Penalty: 2701.603516
	Iteration 14Q: 3 clusters Score -385339.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -385384.250000 Penalty: 2701.603516
	Iteration 15Q: 3 clusters Score -385384.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -385420.187500 Penalty: 2701.603516
	Iteration 16Q: 3 clusters Score -385420.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -385462.000000 Penalty: 2701.603516
	Iteration 17Q: 3 clusters Score -385462 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -385509.625000 Penalty: 2701.603516
	Iteration 18Q: 3 clusters Score -385509.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -385568.843750 Penalty: 2701.603516
	Iteration 19Q: 3 clusters Score -385568.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -385632.750000 Penalty: 2701.603516
	Iteration 20F: 3 clusters Score -385632.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -385706.437500 Penalty: 2701.603516
	Iteration 21Q: 3 clusters Score -385706.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -385777.875000 Penalty: 2701.603516
	Iteration 22Q: 3 clusters Score -385777.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -385834.125000 Penalty: 2701.603516
	Iteration 23Q: 3 clusters Score -385834.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -385886.312500 Penalty: 2701.603516
	Iteration 24Q: 3 clusters Score -385886.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -385916.156250 Penalty: 2701.603516
	Iteration 25Q: 3 clusters Score -385916.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -385933.187500 Penalty: 2701.603516
	Iteration 26Q: 3 clusters Score -385933.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -385944.593750 Penalty: 2701.603516
	Iteration 27Q: 3 clusters Score -385944.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -385954.250000 Penalty: 2701.603516
	Iteration 28Q: 3 clusters Score -385954.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -385958.625000 Penalty: 2701.603516
	Iteration 29Q: 3 clusters Score -385958.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -385961.250000 Penalty: 2701.603516
	Iteration 30Q: 3 clusters Score -385961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -385961.250000 Penalty: 2701.603516
	Iteration 31F: 3 clusters Score -385961.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Entering Unmasked Estep 
Score: -7627779.000000 Penalty: 1828.694824
	Iteration 0F: 2 clusters Score -7627779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -7576852.500000 Penalty: 3657.389648
	Iteration 0F: 3 clusters Score -7576852 nChanged 36486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -7597923.500000 Penalty: 3657.389648
	Iteration 1F: 3 clusters Score -7597924 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -7598455.000000 Penalty: 3657.389648
	Iteration 2Q: 3 clusters Score -7598455 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -7599161.000000 Penalty: 3657.389648
	Iteration 3Q: 3 clusters Score -7599161 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -7600171.500000 Penalty: 3657.389648
	Iteration 4Q: 3 clusters Score -7600172 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -7601570.000000 Penalty: 3657.389648
	Iteration 5Q: 3 clusters Score -7601570 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -7603615.000000 Penalty: 3657.389648
	Iteration 6F: 3 clusters Score -7603615 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -7606834.000000 Penalty: 3657.389648
	Iteration 7F: 3 clusters Score -7606834 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -7611406.000000 Penalty: 3657.389648
	Iteration 8F: 3 clusters Score -7611406 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -7616594.000000 Penalty: 3657.389648
	Iteration 9F: 3 clusters Score -7616594 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -7621163.000000 Penalty: 3657.389648
	Iteration 10F: 3 clusters Score -7621163 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74009 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7623870.500000 Penalty: 3657.389648
	Iteration 11Q: 3 clusters Score -7623870 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -7625263.500000 Penalty: 3657.389648
	Iteration 12Q: 3 clusters Score -7625264 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7625823.500000 Penalty: 3657.389648
	Iteration 13Q: 3 clusters Score -7625824 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7626035.000000 Penalty: 3657.389648
	Iteration 14Q: 3 clusters Score -7626035 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7626136.000000 Penalty: 3657.389648
	Iteration 15Q: 3 clusters Score -7626136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7626200.500000 Penalty: 3657.389648
	Iteration 16Q: 3 clusters Score -7626200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7626220.500000 Penalty: 3657.389648
	Iteration 17Q: 3 clusters Score -7626220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7626241.000000 Penalty: 3657.389648
	Iteration 18Q: 3 clusters Score -7626241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7626260.500000 Penalty: 3657.389648
	Iteration 19Q: 3 clusters Score -7626260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7626264.000000 Penalty: 3657.389648
	Iteration 20F: 3 clusters Score -7626264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7626278.000000 Penalty: 3657.389648
	Iteration 21Q: 3 clusters Score -7626278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7626285.000000 Penalty: 3657.389648
	Iteration 22Q: 3 clusters Score -7626285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7626282.000000 Penalty: 3657.389648
	Iteration 23Q: 3 clusters Score -7626282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7626297.500000 Penalty: 3657.389648
	Iteration 24Q: 3 clusters Score -7626298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76866 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7626302.500000 Penalty: 3657.389648
	Iteration 25Q: 3 clusters Score -7626302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76867 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7626303.500000 Penalty: 3657.389648
	Iteration 26Q: 3 clusters Score -7626304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76867 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7626303.500000 Penalty: 3657.389648
	Iteration 27F: 3 clusters Score -7626304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Entering Unmasked Estep 
Score: -569094.250000 Penalty: 1423.980713
	Iteration 0F: 2 clusters Score -569094.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -564272.750000 Penalty: 2847.961426
	Iteration 0F: 3 clusters Score -564272.8 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -565752.062500 Penalty: 2847.961426
	Iteration 1F: 3 clusters Score -565752.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -565965.562500 Penalty: 2847.961426
	Iteration 2F: 3 clusters Score -565965.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -566204.312500 Penalty: 2847.961426
	Iteration 3F: 3 clusters Score -566204.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -566543.937500 Penalty: 2847.961426
	Iteration 4F: 3 clusters Score -566543.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -566927.750000 Penalty: 2847.961426
	Iteration 5F: 3 clusters Score -566927.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -567313.187500 Penalty: 2847.961426
	Iteration 6F: 3 clusters Score -567313.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -567651.812500 Penalty: 2847.961426
	Iteration 7F: 3 clusters Score -567651.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -567887.875000 Penalty: 2847.961426
	Iteration 8F: 3 clusters Score -567887.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -568036.375000 Penalty: 2847.961426
	Iteration 9Q: 3 clusters Score -568036.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -568127.875000 Penalty: 2847.961426
	Iteration 10Q: 3 clusters Score -568127.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -568205.625000 Penalty: 2847.961426
	Iteration 11Q: 3 clusters Score -568205.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -568272.125000 Penalty: 2847.961426
	Iteration 12Q: 3 clusters Score -568272.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -568322.687500 Penalty: 2847.961426
	Iteration 13Q: 3 clusters Score -568322.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -568359.812500 Penalty: 2847.961426
	Iteration 14Q: 3 clusters Score -568359.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -568384.500000 Penalty: 2847.961426
	Iteration 15Q: 3 clusters Score -568384.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -568405.000000 Penalty: 2847.961426
	Iteration 16Q: 3 clusters Score -568405 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -568433.062500 Penalty: 2847.961426
	Iteration 17Q: 3 clusters Score -568433.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -568456.812500 Penalty: 2847.961426
	Iteration 18Q: 3 clusters Score -568456.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -568480.750000 Penalty: 2847.961426
	Iteration 19Q: 3 clusters Score -568480.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -568496.125000 Penalty: 2847.961426
	Iteration 20F: 3 clusters Score -568496.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -568512.062500 Penalty: 2847.961426
	Iteration 21Q: 3 clusters Score -568512.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -568531.500000 Penalty: 2847.961426
	Iteration 22Q: 3 clusters Score -568531.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -568553.000000 Penalty: 2847.961426
	Iteration 23Q: 3 clusters Score -568553 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -568576.125000 Penalty: 2847.961426
	Iteration 24Q: 3 clusters Score -568576.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -568607.875000 Penalty: 2847.961426
	Iteration 25Q: 3 clusters Score -568607.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -568637.062500 Penalty: 2847.961426
	Iteration 26Q: 3 clusters Score -568637.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -568664.812500 Penalty: 2847.961426
	Iteration 27Q: 3 clusters Score -568664.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -568696.500000 Penalty: 2847.961426
	Iteration 28Q: 3 clusters Score -568696.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -568721.187500 Penalty: 2847.961426
	Iteration 29Q: 3 clusters Score -568721.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -568740.625000 Penalty: 2847.961426
	Iteration 30Q: 3 clusters Score -568740.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -568758.062500 Penalty: 2847.961426
	Iteration 31Q: 3 clusters Score -568758.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -568768.125000 Penalty: 2847.961426
	Iteration 32Q: 3 clusters Score -568768.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -568774.250000 Penalty: 2847.961426
	Iteration 33Q: 3 clusters Score -568774.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -568778.000000 Penalty: 2847.961426
	Iteration 34Q: 3 clusters Score -568778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -568779.687500 Penalty: 2847.961426
	Iteration 35Q: 3 clusters Score -568779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -568782.750000 Penalty: 2847.961426
	Iteration 36Q: 3 clusters Score -568782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -568783.187500 Penalty: 2847.961426
	Iteration 37Q: 3 clusters Score -568783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -568783.062500 Penalty: 2847.961426
	Iteration 38Q: 3 clusters Score -568783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -568783.937500 Penalty: 2847.961426
	Iteration 39Q: 3 clusters Score -568783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -568784.312500 Penalty: 2847.961426
	Iteration 40F: 3 clusters Score -568784.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -568784.375000 Penalty: 2847.961426
	Iteration 41Q: 3 clusters Score -568784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -568784.375000 Penalty: 2847.961426
	Iteration 42F: 3 clusters Score -568784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -202524.765625 Penalty: 1258.351807
	Iteration 0F: 2 clusters Score -202524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -200273.343750 Penalty: 2516.703613
	Iteration 0F: 3 clusters Score -200273.3 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -200740.984375 Penalty: 2516.703613
	Iteration 1F: 3 clusters Score -200741 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -200901.140625 Penalty: 2516.703613
	Iteration 2F: 3 clusters Score -200901.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -201084.375000 Penalty: 2516.703613
	Iteration 3F: 3 clusters Score -201084.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -201246.453125 Penalty: 2516.703613
	Iteration 4F: 3 clusters Score -201246.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -201373.843750 Penalty: 2516.703613
	Iteration 5F: 3 clusters Score -201373.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -201496.796875 Penalty: 2516.703613
	Iteration 6Q: 3 clusters Score -201496.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -201615.890625 Penalty: 2516.703613
	Iteration 7Q: 3 clusters Score -201615.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -201697.750000 Penalty: 2516.703613
	Iteration 8Q: 3 clusters Score -201697.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -201754.718750 Penalty: 2516.703613
	Iteration 9Q: 3 clusters Score -201754.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -201801.968750 Penalty: 2516.703613
	Iteration 10Q: 3 clusters Score -201802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -201838.625000 Penalty: 2516.703613
	Iteration 11Q: 3 clusters Score -201838.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -201856.593750 Penalty: 2516.703613
	Iteration 12Q: 3 clusters Score -201856.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -201872.812500 Penalty: 2516.703613
	Iteration 13Q: 3 clusters Score -201872.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -201883.468750 Penalty: 2516.703613
	Iteration 14Q: 3 clusters Score -201883.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -201890.890625 Penalty: 2516.703613
	Iteration 15Q: 3 clusters Score -201890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -201895.875000 Penalty: 2516.703613
	Iteration 16Q: 3 clusters Score -201895.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -201903.343750 Penalty: 2516.703613
	Iteration 17Q: 3 clusters Score -201903.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -201907.531250 Penalty: 2516.703613
	Iteration 18Q: 3 clusters Score -201907.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -201907.531250 Penalty: 2516.703613
	Iteration 19F: 3 clusters Score -201907.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (205101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205101 members 
Entering Unmasked Estep 
Score: -18774274.000000 Penalty: 1987.579346
	Iteration 0F: 2 clusters Score -1.877427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102478 members 
Mstep: Class 2 contains 102623 members 
Entering Unmasked Estep 
Score: -18637894.000000 Penalty: 3975.158691
	Iteration 0F: 3 clusters Score -1.863789e+07 nChanged 99539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -18696412.000000 Penalty: 3975.158691
	Iteration 1F: 3 clusters Score -1.869641e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100969 members 
Mstep: Class 2 contains 104132 members 
Entering Unmasked Estep 
Score: -18697246.000000 Penalty: 3975.158691
	Iteration 2Q: 3 clusters Score -1.869725e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99806 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
Score: -18698192.000000 Penalty: 3975.158691
	Iteration 3Q: 3 clusters Score -1.869819e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 106946 members 
Entering Unmasked Estep 
Score: -18699280.000000 Penalty: 3975.158691
	Iteration 4Q: 3 clusters Score -1.869928e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95665 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -18700798.000000 Penalty: 3975.158691
	Iteration 5Q: 3 clusters Score -1.87008e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91993 members 
Mstep: Class 2 contains 113108 members 
Entering Unmasked Estep 
Score: -18702868.000000 Penalty: 3975.158691
	Iteration 6Q: 3 clusters Score -1.870287e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86835 members 
Mstep: Class 2 contains 118266 members 
Entering Unmasked Estep 
Score: -18706192.000000 Penalty: 3975.158691
	Iteration 7Q: 3 clusters Score -1.870619e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 125463 members 
Entering Unmasked Estep 
Score: -18711094.000000 Penalty: 3975.158691
	Iteration 8Q: 3 clusters Score -1.871109e+07 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70143 members 
Mstep: Class 2 contains 134958 members 
Entering Unmasked Estep 
Score: -18718024.000000 Penalty: 3975.158691
	Iteration 9F: 3 clusters Score -1.871802e+07 nChanged 12824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 146846 members 
Entering Unmasked Estep 
Score: -18727380.000000 Penalty: 3975.158691
	Iteration 10F: 3 clusters Score -1.872738e+07 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 159869 members 
Entering Unmasked Estep 
Score: -18737754.000000 Penalty: 3975.158691
	Iteration 11F: 3 clusters Score -1.873775e+07 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 172508 members 
Entering Unmasked Estep 
Score: -18747942.000000 Penalty: 3975.158691
	Iteration 12F: 3 clusters Score -1.874794e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 182982 members 
Entering Unmasked Estep 
Score: -18756298.000000 Penalty: 3975.158691
	Iteration 13F: 3 clusters Score -1.87563e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 190952 members 
Entering Unmasked Estep 
Score: -18762572.000000 Penalty: 3975.158691
	Iteration 14Q: 3 clusters Score -1.876257e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 196419 members 
Entering Unmasked Estep 
Score: -18766672.000000 Penalty: 3975.158691
	Iteration 15Q: 3 clusters Score -1.876667e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 199887 members 
Entering Unmasked Estep 
Score: -18769294.000000 Penalty: 3975.158691
	Iteration 16Q: 3 clusters Score -1.876929e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 201933 members 
Entering Unmasked Estep 
Score: -18770736.000000 Penalty: 3975.158691
	Iteration 17Q: 3 clusters Score -1.877074e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 203073 members 
Entering Unmasked Estep 
Score: -18771610.000000 Penalty: 3975.158691
	Iteration 18Q: 3 clusters Score -1.877161e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 203640 members 
Entering Unmasked Estep 
Score: -18772024.000000 Penalty: 3975.158691
	Iteration 19Q: 3 clusters Score -1.877202e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 203930 members 
Entering Unmasked Estep 
Score: -18772262.000000 Penalty: 3975.158691
	Iteration 20F: 3 clusters Score -1.877226e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 204107 members 
Entering Unmasked Estep 
Score: -18772404.000000 Penalty: 3975.158691
	Iteration 21Q: 3 clusters Score -1.87724e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 204207 members 
Entering Unmasked Estep 
Score: -18772448.000000 Penalty: 3975.158691
	Iteration 22Q: 3 clusters Score -1.877245e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 204267 members 
Entering Unmasked Estep 
Score: -18772490.000000 Penalty: 3975.158691
	Iteration 23Q: 3 clusters Score -1.877249e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 204317 members 
Entering Unmasked Estep 
Score: -18772536.000000 Penalty: 3975.158691
	Iteration 24Q: 3 clusters Score -1.877254e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 204344 members 
Entering Unmasked Estep 
Score: -18772562.000000 Penalty: 3975.158691
	Iteration 25Q: 3 clusters Score -1.877256e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 204364 members 
Entering Unmasked Estep 
Score: -18772562.000000 Penalty: 3975.158691
	Iteration 26Q: 3 clusters Score -1.877256e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 204383 members 
Entering Unmasked Estep 
Score: -18772562.000000 Penalty: 3975.158691
	Iteration 27Q: 3 clusters Score -1.877256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 204398 members 
Entering Unmasked Estep 
Score: -18772574.000000 Penalty: 3975.158691
	Iteration 28Q: 3 clusters Score -1.877257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 204407 members 
Entering Unmasked Estep 
Score: -18772570.000000 Penalty: 3975.158691
	Iteration 29Q: 3 clusters Score -1.877257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 204416 members 
Entering Unmasked Estep 
Score: -18772592.000000 Penalty: 3975.158691
	Iteration 30Q: 3 clusters Score -1.877259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 204424 members 
Entering Unmasked Estep 
Score: -18772590.000000 Penalty: 3975.158691
	Iteration 31Q: 3 clusters Score -1.877259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 204424 members 
Entering Unmasked Estep 
Score: -18772586.000000 Penalty: 3975.158691
	Iteration 32Q: 3 clusters Score -1.877259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 204426 members 
Entering Unmasked Estep 
Score: -18772592.000000 Penalty: 3975.158691
	Iteration 33Q: 3 clusters Score -1.877259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 204430 members 
Entering Unmasked Estep 
Score: -18772602.000000 Penalty: 3975.158691
	Iteration 34Q: 3 clusters Score -1.87726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 204435 members 
Entering Unmasked Estep 
Score: -18772598.000000 Penalty: 3975.158691
	Iteration 35Q: 3 clusters Score -1.87726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 204437 members 
Entering Unmasked Estep 
Score: -18772600.000000 Penalty: 3975.158691
	Iteration 36Q: 3 clusters Score -1.87726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 204438 members 
Entering Unmasked Estep 
Score: -18772590.000000 Penalty: 3975.158691
	Iteration 37Q: 3 clusters Score -1.877259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 204439 members 
Entering Unmasked Estep 
Score: -18772594.000000 Penalty: 3975.158691
	Iteration 38Q: 3 clusters Score -1.877259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 204440 members 
Entering Unmasked Estep 
Score: -18772606.000000 Penalty: 3975.158691
	Iteration 39Q: 3 clusters Score -1.877261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 204438 members 
Entering Unmasked Estep 
Score: -18772614.000000 Penalty: 3975.158691
	Iteration 40F: 3 clusters Score -1.877261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 204439 members 
Entering Unmasked Estep 
Score: -18772610.000000 Penalty: 3975.158691
	Iteration 41Q: 3 clusters Score -1.877261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 204441 members 
Entering Unmasked Estep 
Score: -18772612.000000 Penalty: 3975.158691
	Iteration 42Q: 3 clusters Score -1.877261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 204444 members 
Entering Unmasked Estep 
Score: -18772614.000000 Penalty: 3975.158691
	Iteration 43Q: 3 clusters Score -1.877261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 204443 members 
Entering Unmasked Estep 
Score: -18772616.000000 Penalty: 3975.158691
	Iteration 44Q: 3 clusters Score -1.877262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 204444 members 
Entering Unmasked Estep 
Score: -18772608.000000 Penalty: 3975.158691
	Iteration 45Q: 3 clusters Score -1.877261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 204445 members 
Entering Unmasked Estep 
Score: -18772614.000000 Penalty: 3975.158691
	Iteration 46Q: 3 clusters Score -1.877261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 204449 members 
Entering Unmasked Estep 
Score: -18772614.000000 Penalty: 3975.158691
	Iteration 47Q: 3 clusters Score -1.877261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 204452 members 
Entering Unmasked Estep 
Score: -18772616.000000 Penalty: 3975.158691
	Iteration 48Q: 3 clusters Score -1.877262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 204455 members 
Entering Unmasked Estep 
Score: -18772634.000000 Penalty: 3975.158691
	Iteration 49Q: 3 clusters Score -1.877263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 204454 members 
Entering Unmasked Estep 
Score: -18772618.000000 Penalty: 3975.158691
	Iteration 50Q: 3 clusters Score -1.877262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 204452 members 
Entering Unmasked Estep 
Score: -18772624.000000 Penalty: 3975.158691
	Iteration 51Q: 3 clusters Score -1.877262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 204456 members 
Entering Unmasked Estep 
Score: -18772628.000000 Penalty: 3975.158691
	Iteration 52Q: 3 clusters Score -1.877263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 204460 members 
Entering Unmasked Estep 
Score: -18772626.000000 Penalty: 3975.158691
	Iteration 53Q: 3 clusters Score -1.877263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 204462 members 
Entering Unmasked Estep 
Score: -18772628.000000 Penalty: 3975.158691
	Iteration 54Q: 3 clusters Score -1.877263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 204464 members 
Entering Unmasked Estep 
Score: -18772630.000000 Penalty: 3975.158691
	Iteration 55Q: 3 clusters Score -1.877263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 204465 members 
Entering Unmasked Estep 
Score: -18772624.000000 Penalty: 3975.158691
	Iteration 56Q: 3 clusters Score -1.877262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 204467 members 
Entering Unmasked Estep 
Score: -18772624.000000 Penalty: 3975.158691
	Iteration 57Q: 3 clusters Score -1.877262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 204468 members 
Entering Unmasked Estep 
Score: -18772624.000000 Penalty: 3975.158691
	Iteration 58Q: 3 clusters Score -1.877262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 204469 members 
Entering Unmasked Estep 
Score: -18772628.000000 Penalty: 3975.158691
	Iteration 59Q: 3 clusters Score -1.877263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 204470 members 
Entering Unmasked Estep 
Score: -18772626.000000 Penalty: 3975.158691
	Iteration 60F: 3 clusters Score -1.877263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Entering Unmasked Estep 
Score: -3653340.750000 Penalty: 1709.438110
	Iteration 0F: 2 clusters Score -3653341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3628559.250000 Penalty: 3418.876221
	Iteration 0F: 3 clusters Score -3628559 nChanged 17190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3638328.750000 Penalty: 3418.876221
	Iteration 1F: 3 clusters Score -3638329 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3638908.500000 Penalty: 3418.876221
	Iteration 2Q: 3 clusters Score -3638908 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3639683.250000 Penalty: 3418.876221
	Iteration 3Q: 3 clusters Score -3639683 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3640981.750000 Penalty: 3418.876221
	Iteration 4F: 3 clusters Score -3640982 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -3643143.250000 Penalty: 3418.876221
	Iteration 5F: 3 clusters Score -3643143 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3646185.000000 Penalty: 3418.876221
	Iteration 6F: 3 clusters Score -3646185 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3649134.500000 Penalty: 3418.876221
	Iteration 7F: 3 clusters Score -3649134 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3651049.750000 Penalty: 3418.876221
	Iteration 8F: 3 clusters Score -3651050 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3651924.750000 Penalty: 3418.876221
	Iteration 9Q: 3 clusters Score -3651925 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3652308.250000 Penalty: 3418.876221
	Iteration 10Q: 3 clusters Score -3652308 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3652468.500000 Penalty: 3418.876221
	Iteration 11Q: 3 clusters Score -3652468 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3652527.250000 Penalty: 3418.876221
	Iteration 12Q: 3 clusters Score -3652527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3652563.250000 Penalty: 3418.876221
	Iteration 13Q: 3 clusters Score -3652563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3652570.250000 Penalty: 3418.876221
	Iteration 14Q: 3 clusters Score -3652570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3652582.750000 Penalty: 3418.876221
	Iteration 15Q: 3 clusters Score -3652583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3652583.000000 Penalty: 3418.876221
	Iteration 16Q: 3 clusters Score -3652583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3652584.500000 Penalty: 3418.876221
	Iteration 17Q: 3 clusters Score -3652584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3652589.500000 Penalty: 3418.876221
	Iteration 18Q: 3 clusters Score -3652590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3652594.750000 Penalty: 3418.876221
	Iteration 19Q: 3 clusters Score -3652595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3652595.750000 Penalty: 3418.876221
	Iteration 20F: 3 clusters Score -3652596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3652592.500000 Penalty: 3418.876221
	Iteration 21Q: 3 clusters Score -3652592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3652598.000000 Penalty: 3418.876221
	Iteration 22Q: 3 clusters Score -3652598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3652602.250000 Penalty: 3418.876221
	Iteration 23Q: 3 clusters Score -3652602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3652602.250000 Penalty: 3418.876221
	Iteration 24F: 3 clusters Score -3652602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Entering Unmasked Estep 
Score: -868901.625000 Penalty: 1485.201904
	Iteration 0F: 2 clusters Score -868901.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -862160.125000 Penalty: 2970.403809
	Iteration 0F: 3 clusters Score -862160.1 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -864361.187500 Penalty: 2970.403809
	Iteration 1F: 3 clusters Score -864361.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -864666.062500 Penalty: 2970.403809
	Iteration 2F: 3 clusters Score -864666.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -864991.187500 Penalty: 2970.403809
	Iteration 3F: 3 clusters Score -864991.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -865316.125000 Penalty: 2970.403809
	Iteration 4F: 3 clusters Score -865316.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -865620.812500 Penalty: 2970.403809
	Iteration 5F: 3 clusters Score -865620.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -865930.375000 Penalty: 2970.403809
	Iteration 6F: 3 clusters Score -865930.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -866252.562500 Penalty: 2970.403809
	Iteration 7F: 3 clusters Score -866252.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -866559.812500 Penalty: 2970.403809
	Iteration 8Q: 3 clusters Score -866559.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -866845.500000 Penalty: 2970.403809
	Iteration 9Q: 3 clusters Score -866845.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -867074.062500 Penalty: 2970.403809
	Iteration 10Q: 3 clusters Score -867074.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -867243.562500 Penalty: 2970.403809
	Iteration 11Q: 3 clusters Score -867243.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -867366.812500 Penalty: 2970.403809
	Iteration 12Q: 3 clusters Score -867366.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -867452.750000 Penalty: 2970.403809
	Iteration 13Q: 3 clusters Score -867452.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -867507.187500 Penalty: 2970.403809
	Iteration 14Q: 3 clusters Score -867507.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -867541.125000 Penalty: 2970.403809
	Iteration 15Q: 3 clusters Score -867541.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -867568.187500 Penalty: 2970.403809
	Iteration 16Q: 3 clusters Score -867568.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -867593.312500 Penalty: 2970.403809
	Iteration 17Q: 3 clusters Score -867593.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -867602.187500 Penalty: 2970.403809
	Iteration 18Q: 3 clusters Score -867602.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -867605.562500 Penalty: 2970.403809
	Iteration 19Q: 3 clusters Score -867605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -867608.687500 Penalty: 2970.403809
	Iteration 20F: 3 clusters Score -867608.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -867616.125000 Penalty: 2970.403809
	Iteration 21Q: 3 clusters Score -867616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -867616.250000 Penalty: 2970.403809
	Iteration 22Q: 3 clusters Score -867616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -867617.437500 Penalty: 2970.403809
	Iteration 23Q: 3 clusters Score -867617.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -867622.437500 Penalty: 2970.403809
	Iteration 24Q: 3 clusters Score -867622.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -867625.437500 Penalty: 2970.403809
	Iteration 25Q: 3 clusters Score -867625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -867626.625000 Penalty: 2970.403809
	Iteration 26Q: 3 clusters Score -867626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -867626.625000 Penalty: 2970.403809
	Iteration 27Q: 3 clusters Score -867626.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -867629.250000 Penalty: 2970.403809
	Iteration 28Q: 3 clusters Score -867629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -867631.187500 Penalty: 2970.403809
	Iteration 29Q: 3 clusters Score -867631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -867635.312500 Penalty: 2970.403809
	Iteration 30Q: 3 clusters Score -867635.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -867639.562500 Penalty: 2970.403809
	Iteration 31Q: 3 clusters Score -867639.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -867644.750000 Penalty: 2970.403809
	Iteration 32Q: 3 clusters Score -867644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -867643.750000 Penalty: 2970.403809
	Iteration 33Q: 3 clusters Score -867643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -867647.000000 Penalty: 2970.403809
	Iteration 34Q: 3 clusters Score -867647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -867649.062500 Penalty: 2970.403809
	Iteration 35Q: 3 clusters Score -867649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -867651.125000 Penalty: 2970.403809
	Iteration 36Q: 3 clusters Score -867651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -867649.875000 Penalty: 2970.403809
	Iteration 37Q: 3 clusters Score -867649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -867650.250000 Penalty: 2970.403809
	Iteration 38Q: 3 clusters Score -867650.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -867650.250000 Penalty: 2970.403809
	Iteration 39F: 3 clusters Score -867650.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Entering Unmasked Estep 
Score: -6027808.500000 Penalty: 1803.904297
	Iteration 0F: 2 clusters Score -6027808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -5983381.000000 Penalty: 3607.808594
	Iteration 0F: 3 clusters Score -5983381 nChanged 31300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -6001515.000000 Penalty: 3607.808594
	Iteration 1F: 3 clusters Score -6001515 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -6002159.000000 Penalty: 3607.808594
	Iteration 2Q: 3 clusters Score -6002159 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -6003095.500000 Penalty: 3607.808594
	Iteration 3Q: 3 clusters Score -6003096 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -6004336.000000 Penalty: 3607.808594
	Iteration 4Q: 3 clusters Score -6004336 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -6006033.500000 Penalty: 3607.808594
	Iteration 5F: 3 clusters Score -6006034 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -6008182.000000 Penalty: 3607.808594
	Iteration 6F: 3 clusters Score -6008182 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -6010579.500000 Penalty: 3607.808594
	Iteration 7F: 3 clusters Score -6010580 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -6012942.000000 Penalty: 3607.808594
	Iteration 8F: 3 clusters Score -6012942 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -6014965.500000 Penalty: 3607.808594
	Iteration 9F: 3 clusters Score -6014966 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -6016552.000000 Penalty: 3607.808594
	Iteration 10Q: 3 clusters Score -6016552 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -6017766.500000 Penalty: 3607.808594
	Iteration 11Q: 3 clusters Score -6017766 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -6018542.500000 Penalty: 3607.808594
	Iteration 12Q: 3 clusters Score -6018542 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -6019067.000000 Penalty: 3607.808594
	Iteration 13Q: 3 clusters Score -6019067 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -6019327.500000 Penalty: 3607.808594
	Iteration 14Q: 3 clusters Score -6019328 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -6019486.500000 Penalty: 3607.808594
	Iteration 15Q: 3 clusters Score -6019486 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -6019668.500000 Penalty: 3607.808594
	Iteration 16Q: 3 clusters Score -6019668 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -6019762.000000 Penalty: 3607.808594
	Iteration 17Q: 3 clusters Score -6019762 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -6019855.000000 Penalty: 3607.808594
	Iteration 18Q: 3 clusters Score -6019855 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -6019940.000000 Penalty: 3607.808594
	Iteration 19Q: 3 clusters Score -6019940 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -6020032.000000 Penalty: 3607.808594
	Iteration 20F: 3 clusters Score -6020032 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -6020041.500000 Penalty: 3607.808594
	Iteration 21Q: 3 clusters Score -6020042 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -6020075.500000 Penalty: 3607.808594
	Iteration 22Q: 3 clusters Score -6020076 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -6020107.500000 Penalty: 3607.808594
	Iteration 23Q: 3 clusters Score -6020108 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -6020123.500000 Penalty: 3607.808594
	Iteration 24Q: 3 clusters Score -6020124 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -6020191.500000 Penalty: 3607.808594
	Iteration 25Q: 3 clusters Score -6020192 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -6020246.500000 Penalty: 3607.808594
	Iteration 26Q: 3 clusters Score -6020246 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -6020284.000000 Penalty: 3607.808594
	Iteration 27Q: 3 clusters Score -6020284 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -6020322.000000 Penalty: 3607.808594
	Iteration 28Q: 3 clusters Score -6020322 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -6020375.000000 Penalty: 3607.808594
	Iteration 29Q: 3 clusters Score -6020375 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -6020398.000000 Penalty: 3607.808594
	Iteration 30Q: 3 clusters Score -6020398 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -6020446.500000 Penalty: 3607.808594
	Iteration 31Q: 3 clusters Score -6020446 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -6020468.000000 Penalty: 3607.808594
	Iteration 32Q: 3 clusters Score -6020468 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -6020503.500000 Penalty: 3607.808594
	Iteration 33Q: 3 clusters Score -6020504 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -6020519.000000 Penalty: 3607.808594
	Iteration 34Q: 3 clusters Score -6020519 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -6020551.500000 Penalty: 3607.808594
	Iteration 35Q: 3 clusters Score -6020552 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -6020563.000000 Penalty: 3607.808594
	Iteration 36Q: 3 clusters Score -6020563 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -6020597.500000 Penalty: 3607.808594
	Iteration 37Q: 3 clusters Score -6020598 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -6020630.500000 Penalty: 3607.808594
	Iteration 38Q: 3 clusters Score -6020630 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -6020650.000000 Penalty: 3607.808594
	Iteration 39Q: 3 clusters Score -6020650 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -6020665.500000 Penalty: 3607.808594
	Iteration 40F: 3 clusters Score -6020666 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -6020679.500000 Penalty: 3607.808594
	Iteration 41Q: 3 clusters Score -6020680 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -6020681.000000 Penalty: 3607.808594
	Iteration 42Q: 3 clusters Score -6020681 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -6020714.000000 Penalty: 3607.808594
	Iteration 43Q: 3 clusters Score -6020714 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -6020727.000000 Penalty: 3607.808594
	Iteration 44Q: 3 clusters Score -6020727 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -6020741.000000 Penalty: 3607.808594
	Iteration 45Q: 3 clusters Score -6020741 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -6020735.000000 Penalty: 3607.808594
	Iteration 46Q: 3 clusters Score -6020735 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -6020753.500000 Penalty: 3607.808594
	Iteration 47Q: 3 clusters Score -6020754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -6020753.000000 Penalty: 3607.808594
	Iteration 48Q: 3 clusters Score -6020753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -6020759.500000 Penalty: 3607.808594
	Iteration 49Q: 3 clusters Score -6020760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -6020786.000000 Penalty: 3607.808594
	Iteration 50Q: 3 clusters Score -6020786 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -6020799.000000 Penalty: 3607.808594
	Iteration 51Q: 3 clusters Score -6020799 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -6020814.500000 Penalty: 3607.808594
	Iteration 52Q: 3 clusters Score -6020814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -6020817.000000 Penalty: 3607.808594
	Iteration 53Q: 3 clusters Score -6020817 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -6020806.000000 Penalty: 3607.808594
	Iteration 54Q: 3 clusters Score -6020806 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -6020791.000000 Penalty: 3607.808594
	Iteration 55Q: 3 clusters Score -6020791 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -6020797.000000 Penalty: 3607.808594
	Iteration 56Q: 3 clusters Score -6020797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -6020803.500000 Penalty: 3607.808594
	Iteration 57Q: 3 clusters Score -6020804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -6020797.500000 Penalty: 3607.808594
	Iteration 58Q: 3 clusters Score -6020798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -6020804.000000 Penalty: 3607.808594
	Iteration 59Q: 3 clusters Score -6020804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -6020813.000000 Penalty: 3607.808594
	Iteration 60F: 3 clusters Score -6020813 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -6020803.000000 Penalty: 3607.808594
	Iteration 61Q: 3 clusters Score -6020803 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6020804.000000 Penalty: 3607.808594
	Iteration 62Q: 3 clusters Score -6020804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -6020803.000000 Penalty: 3607.808594
	Iteration 63Q: 3 clusters Score -6020803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -6020807.500000 Penalty: 3607.808594
	Iteration 64Q: 3 clusters Score -6020808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -6020806.000000 Penalty: 3607.808594
	Iteration 65Q: 3 clusters Score -6020806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -6020811.500000 Penalty: 3607.808594
	Iteration 66Q: 3 clusters Score -6020812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -6020810.000000 Penalty: 3607.808594
	Iteration 67Q: 3 clusters Score -6020810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -6020800.000000 Penalty: 3607.808594
	Iteration 68Q: 3 clusters Score -6020800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -6020799.000000 Penalty: 3607.808594
	Iteration 69Q: 3 clusters Score -6020799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -6020804.500000 Penalty: 3607.808594
	Iteration 70Q: 3 clusters Score -6020804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -6020801.500000 Penalty: 3607.808594
	Iteration 71Q: 3 clusters Score -6020802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -6020803.000000 Penalty: 3607.808594
	Iteration 72Q: 3 clusters Score -6020803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -6020798.500000 Penalty: 3607.808594
	Iteration 73Q: 3 clusters Score -6020798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -6020799.500000 Penalty: 3607.808594
	Iteration 74Q: 3 clusters Score -6020800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -6020794.000000 Penalty: 3607.808594
	Iteration 75Q: 3 clusters Score -6020794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -6020800.000000 Penalty: 3607.808594
	Iteration 76Q: 3 clusters Score -6020800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -6020800.000000 Penalty: 3607.808594
	Iteration 77F: 3 clusters Score -6020800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Entering Unmasked Estep 
Score: -719425.187500 Penalty: 1461.714233
	Iteration 0F: 2 clusters Score -719425.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -713381.750000 Penalty: 2923.428467
	Iteration 0F: 3 clusters Score -713381.8 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -715271.187500 Penalty: 2923.428467
	Iteration 1F: 3 clusters Score -715271.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -715559.500000 Penalty: 2923.428467
	Iteration 2F: 3 clusters Score -715559.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -715839.625000 Penalty: 2923.428467
	Iteration 3F: 3 clusters Score -715839.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -716144.875000 Penalty: 2923.428467
	Iteration 4F: 3 clusters Score -716144.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -716463.250000 Penalty: 2923.428467
	Iteration 5F: 3 clusters Score -716463.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -716780.437500 Penalty: 2923.428467
	Iteration 6F: 3 clusters Score -716780.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -717062.375000 Penalty: 2923.428467
	Iteration 7F: 3 clusters Score -717062.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -717332.937500 Penalty: 2923.428467
	Iteration 8Q: 3 clusters Score -717332.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -717557.750000 Penalty: 2923.428467
	Iteration 9Q: 3 clusters Score -717557.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -717770.687500 Penalty: 2923.428467
	Iteration 10Q: 3 clusters Score -717770.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -717985.625000 Penalty: 2923.428467
	Iteration 11Q: 3 clusters Score -717985.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -718152.812500 Penalty: 2923.428467
	Iteration 12Q: 3 clusters Score -718152.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -718304.750000 Penalty: 2923.428467
	Iteration 13Q: 3 clusters Score -718304.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -718439.312500 Penalty: 2923.428467
	Iteration 14Q: 3 clusters Score -718439.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -718551.625000 Penalty: 2923.428467
	Iteration 15Q: 3 clusters Score -718551.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -718686.500000 Penalty: 2923.428467
	Iteration 16Q: 3 clusters Score -718686.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -718856.125000 Penalty: 2923.428467
	Iteration 17Q: 3 clusters Score -718856.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -718986.937500 Penalty: 2923.428467
	Iteration 18Q: 3 clusters Score -718986.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -719042.500000 Penalty: 2923.428467
	Iteration 19Q: 3 clusters Score -719042.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -719062.437500 Penalty: 2923.428467
	Iteration 20F: 3 clusters Score -719062.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -719068.625000 Penalty: 2923.428467
	Iteration 21Q: 3 clusters Score -719068.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -719074.937500 Penalty: 2923.428467
	Iteration 22Q: 3 clusters Score -719074.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -719078.875000 Penalty: 2923.428467
	Iteration 23Q: 3 clusters Score -719078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -719079.062500 Penalty: 2923.428467
	Iteration 24Q: 3 clusters Score -719079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -719078.750000 Penalty: 2923.428467
	Iteration 25Q: 3 clusters Score -719078.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -719078.750000 Penalty: 2923.428467
	Iteration 26F: 3 clusters Score -719078.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -143659.093750 Penalty: 1195.291626
	Iteration 0F: 2 clusters Score -143659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -141822.046875 Penalty: 2390.583252
	Iteration 0F: 3 clusters Score -141822 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -142225.453125 Penalty: 2390.583252
	Iteration 1F: 3 clusters Score -142225.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -142375.718750 Penalty: 2390.583252
	Iteration 2F: 3 clusters Score -142375.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -142462.828125 Penalty: 2390.583252
	Iteration 3F: 3 clusters Score -142462.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -142516.062500 Penalty: 2390.583252
	Iteration 4Q: 3 clusters Score -142516.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -142550.500000 Penalty: 2390.583252
	Iteration 5Q: 3 clusters Score -142550.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -142571.609375 Penalty: 2390.583252
	Iteration 6Q: 3 clusters Score -142571.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142580.984375 Penalty: 2390.583252
	Iteration 7Q: 3 clusters Score -142581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142585.812500 Penalty: 2390.583252
	Iteration 8Q: 3 clusters Score -142585.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -142588.625000 Penalty: 2390.583252
	Iteration 9Q: 3 clusters Score -142588.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -142594.015625 Penalty: 2390.583252
	Iteration 10Q: 3 clusters Score -142594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -142600.156250 Penalty: 2390.583252
	Iteration 11Q: 3 clusters Score -142600.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142607.890625 Penalty: 2390.583252
	Iteration 12Q: 3 clusters Score -142607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -142609.984375 Penalty: 2390.583252
	Iteration 13Q: 3 clusters Score -142610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -142611.109375 Penalty: 2390.583252
	Iteration 14Q: 3 clusters Score -142611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -142612.015625 Penalty: 2390.583252
	Iteration 15Q: 3 clusters Score -142612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -142612.015625 Penalty: 2390.583252
	Iteration 16F: 3 clusters Score -142612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Entering Unmasked Estep 
Score: -1510698.625000 Penalty: 1577.098145
	Iteration 0F: 2 clusters Score -1510699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1499509.500000 Penalty: 3154.196289
	Iteration 0F: 3 clusters Score -1499510 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1503340.875000 Penalty: 3154.196289
	Iteration 1F: 3 clusters Score -1503341 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1503671.000000 Penalty: 3154.196289
	Iteration 2F: 3 clusters Score -1503671 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1503947.375000 Penalty: 3154.196289
	Iteration 3Q: 3 clusters Score -1503947 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1504150.125000 Penalty: 3154.196289
	Iteration 4Q: 3 clusters Score -1504150 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1504321.000000 Penalty: 3154.196289
	Iteration 5Q: 3 clusters Score -1504321 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1504477.250000 Penalty: 3154.196289
	Iteration 6Q: 3 clusters Score -1504477 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1504619.125000 Penalty: 3154.196289
	Iteration 7Q: 3 clusters Score -1504619 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1504755.625000 Penalty: 3154.196289
	Iteration 8Q: 3 clusters Score -1504756 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1504897.000000 Penalty: 3154.196289
	Iteration 9Q: 3 clusters Score -1504897 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1505070.625000 Penalty: 3154.196289
	Iteration 10Q: 3 clusters Score -1505071 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1505298.875000 Penalty: 3154.196289
	Iteration 11Q: 3 clusters Score -1505299 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1505554.875000 Penalty: 3154.196289
	Iteration 12Q: 3 clusters Score -1505555 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1505889.125000 Penalty: 3154.196289
	Iteration 13Q: 3 clusters Score -1505889 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1506305.625000 Penalty: 3154.196289
	Iteration 14Q: 3 clusters Score -1506306 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1506828.875000 Penalty: 3154.196289
	Iteration 15Q: 3 clusters Score -1506829 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1507309.125000 Penalty: 3154.196289
	Iteration 16Q: 3 clusters Score -1507309 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1507756.125000 Penalty: 3154.196289
	Iteration 17Q: 3 clusters Score -1507756 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1508152.750000 Penalty: 3154.196289
	Iteration 18Q: 3 clusters Score -1508153 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1508497.250000 Penalty: 3154.196289
	Iteration 19Q: 3 clusters Score -1508497 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1508745.750000 Penalty: 3154.196289
	Iteration 20F: 3 clusters Score -1508746 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1508909.375000 Penalty: 3154.196289
	Iteration 21Q: 3 clusters Score -1508909 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1509011.250000 Penalty: 3154.196289
	Iteration 22Q: 3 clusters Score -1509011 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1509084.750000 Penalty: 3154.196289
	Iteration 23Q: 3 clusters Score -1509085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1509140.625000 Penalty: 3154.196289
	Iteration 24Q: 3 clusters Score -1509141 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1509181.750000 Penalty: 3154.196289
	Iteration 25Q: 3 clusters Score -1509182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1509216.375000 Penalty: 3154.196289
	Iteration 26Q: 3 clusters Score -1509216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1509243.625000 Penalty: 3154.196289
	Iteration 27Q: 3 clusters Score -1509244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1509263.875000 Penalty: 3154.196289
	Iteration 28Q: 3 clusters Score -1509264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1509285.125000 Penalty: 3154.196289
	Iteration 29Q: 3 clusters Score -1509285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1509296.000000 Penalty: 3154.196289
	Iteration 30Q: 3 clusters Score -1509296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1509304.875000 Penalty: 3154.196289
	Iteration 31Q: 3 clusters Score -1509305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1509310.375000 Penalty: 3154.196289
	Iteration 32Q: 3 clusters Score -1509310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1509317.500000 Penalty: 3154.196289
	Iteration 33Q: 3 clusters Score -1509318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1509326.500000 Penalty: 3154.196289
	Iteration 34Q: 3 clusters Score -1509326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1509331.250000 Penalty: 3154.196289
	Iteration 35Q: 3 clusters Score -1509331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1509336.375000 Penalty: 3154.196289
	Iteration 36Q: 3 clusters Score -1509336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1509342.250000 Penalty: 3154.196289
	Iteration 37Q: 3 clusters Score -1509342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1509350.125000 Penalty: 3154.196289
	Iteration 38Q: 3 clusters Score -1509350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1509355.125000 Penalty: 3154.196289
	Iteration 39Q: 3 clusters Score -1509355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1509357.375000 Penalty: 3154.196289
	Iteration 40F: 3 clusters Score -1509357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1509358.375000 Penalty: 3154.196289
	Iteration 41Q: 3 clusters Score -1509358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1509357.875000 Penalty: 3154.196289
	Iteration 42Q: 3 clusters Score -1509358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1509357.875000 Penalty: 3154.196289
	Iteration 43F: 3 clusters Score -1509358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -135511.468750 Penalty: 1187.093140
	Iteration 0F: 2 clusters Score -135511.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -133758.093750 Penalty: 2374.186279
	Iteration 0F: 3 clusters Score -133758.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134085.640625 Penalty: 2374.186279
	Iteration 1F: 3 clusters Score -134085.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134162.500000 Penalty: 2374.186279
	Iteration 2F: 3 clusters Score -134162.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -134202.890625 Penalty: 2374.186279
	Iteration 3Q: 3 clusters Score -134202.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -134227.468750 Penalty: 2374.186279
	Iteration 4Q: 3 clusters Score -134227.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -134244.687500 Penalty: 2374.186279
	Iteration 5Q: 3 clusters Score -134244.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -134258.078125 Penalty: 2374.186279
	Iteration 6Q: 3 clusters Score -134258.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -134273.015625 Penalty: 2374.186279
	Iteration 7Q: 3 clusters Score -134273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -134282.984375 Penalty: 2374.186279
	Iteration 8Q: 3 clusters Score -134283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -134292.781250 Penalty: 2374.186279
	Iteration 9Q: 3 clusters Score -134292.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -134302.531250 Penalty: 2374.186279
	Iteration 10Q: 3 clusters Score -134302.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -134308.421875 Penalty: 2374.186279
	Iteration 11Q: 3 clusters Score -134308.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -134314.437500 Penalty: 2374.186279
	Iteration 12Q: 3 clusters Score -134314.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -134324.718750 Penalty: 2374.186279
	Iteration 13Q: 3 clusters Score -134324.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134338.187500 Penalty: 2374.186279
	Iteration 14Q: 3 clusters Score -134338.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -134348.656250 Penalty: 2374.186279
	Iteration 15Q: 3 clusters Score -134348.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134355.593750 Penalty: 2374.186279
	Iteration 16Q: 3 clusters Score -134355.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -134362.062500 Penalty: 2374.186279
	Iteration 17Q: 3 clusters Score -134362.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -134368.875000 Penalty: 2374.186279
	Iteration 18Q: 3 clusters Score -134368.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -134374.687500 Penalty: 2374.186279
	Iteration 19Q: 3 clusters Score -134374.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -134379.453125 Penalty: 2374.186279
	Iteration 20F: 3 clusters Score -134379.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134386.312500 Penalty: 2374.186279
	Iteration 21Q: 3 clusters Score -134386.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134395.859375 Penalty: 2374.186279
	Iteration 22Q: 3 clusters Score -134395.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134408.578125 Penalty: 2374.186279
	Iteration 23Q: 3 clusters Score -134408.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -134421.234375 Penalty: 2374.186279
	Iteration 24Q: 3 clusters Score -134421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -134426.953125 Penalty: 2374.186279
	Iteration 25Q: 3 clusters Score -134427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -134429.984375 Penalty: 2374.186279
	Iteration 26Q: 3 clusters Score -134430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -134435.156250 Penalty: 2374.186279
	Iteration 27Q: 3 clusters Score -134435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -134438.296875 Penalty: 2374.186279
	Iteration 28Q: 3 clusters Score -134438.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -134443.359375 Penalty: 2374.186279
	Iteration 29Q: 3 clusters Score -134443.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -134447.359375 Penalty: 2374.186279
	Iteration 30Q: 3 clusters Score -134447.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -134454.359375 Penalty: 2374.186279
	Iteration 31Q: 3 clusters Score -134454.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -134459.578125 Penalty: 2374.186279
	Iteration 32Q: 3 clusters Score -134459.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -134464.937500 Penalty: 2374.186279
	Iteration 33Q: 3 clusters Score -134464.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -134474.156250 Penalty: 2374.186279
	Iteration 34Q: 3 clusters Score -134474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -134480.500000 Penalty: 2374.186279
	Iteration 35Q: 3 clusters Score -134480.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -134486.968750 Penalty: 2374.186279
	Iteration 36Q: 3 clusters Score -134487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -134490.375000 Penalty: 2374.186279
	Iteration 37Q: 3 clusters Score -134490.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -134494.281250 Penalty: 2374.186279
	Iteration 38Q: 3 clusters Score -134494.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -134498.312500 Penalty: 2374.186279
	Iteration 39Q: 3 clusters Score -134498.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -134507.812500 Penalty: 2374.186279
	Iteration 40F: 3 clusters Score -134507.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -134512.515625 Penalty: 2374.186279
	Iteration 41Q: 3 clusters Score -134512.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -134515.968750 Penalty: 2374.186279
	Iteration 42Q: 3 clusters Score -134516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -134519.093750 Penalty: 2374.186279
	Iteration 43Q: 3 clusters Score -134519.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -134521.984375 Penalty: 2374.186279
	Iteration 44Q: 3 clusters Score -134522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -134522.500000 Penalty: 2374.186279
	Iteration 45Q: 3 clusters Score -134522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -134522.500000 Penalty: 2374.186279
	Iteration 46F: 3 clusters Score -134522.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Entering Unmasked Estep 
Score: -123239.921875 Penalty: 1186.765137
	Iteration 0F: 2 clusters Score -123239.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -121524.218750 Penalty: 2373.530273
	Iteration 0F: 3 clusters Score -121524.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -121952.515625 Penalty: 2373.530273
	Iteration 1F: 3 clusters Score -121952.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122080.054688 Penalty: 2373.530273
	Iteration 2F: 3 clusters Score -122080.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -122171.375000 Penalty: 2373.530273
	Iteration 3Q: 3 clusters Score -122171.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -122262.851562 Penalty: 2373.530273
	Iteration 4Q: 3 clusters Score -122262.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -122350.000000 Penalty: 2373.530273
	Iteration 5Q: 3 clusters Score -122350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -122425.312500 Penalty: 2373.530273
	Iteration 6Q: 3 clusters Score -122425.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -122505.703125 Penalty: 2373.530273
	Iteration 7Q: 3 clusters Score -122505.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -122588.671875 Penalty: 2373.530273
	Iteration 8Q: 3 clusters Score -122588.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -122648.984375 Penalty: 2373.530273
	Iteration 9Q: 3 clusters Score -122649 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -122714.414062 Penalty: 2373.530273
	Iteration 10Q: 3 clusters Score -122714.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122761.757812 Penalty: 2373.530273
	Iteration 11Q: 3 clusters Score -122761.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -122783.218750 Penalty: 2373.530273
	Iteration 12Q: 3 clusters Score -122783.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122796.515625 Penalty: 2373.530273
	Iteration 13Q: 3 clusters Score -122796.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -122802.585938 Penalty: 2373.530273
	Iteration 14Q: 3 clusters Score -122802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -122809.585938 Penalty: 2373.530273
	Iteration 15Q: 3 clusters Score -122809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -122812.046875 Penalty: 2373.530273
	Iteration 16Q: 3 clusters Score -122812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -122814.265625 Penalty: 2373.530273
	Iteration 17Q: 3 clusters Score -122814.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -122819.585938 Penalty: 2373.530273
	Iteration 18Q: 3 clusters Score -122819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -122832.085938 Penalty: 2373.530273
	Iteration 19Q: 3 clusters Score -122832.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -122838.398438 Penalty: 2373.530273
	Iteration 20F: 3 clusters Score -122838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -122839.453125 Penalty: 2373.530273
	Iteration 21Q: 3 clusters Score -122839.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -122839.453125 Penalty: 2373.530273
	Iteration 22F: 3 clusters Score -122839.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Entering Unmasked Estep 
Score: -731953.250000 Penalty: 1469.100586
	Iteration 0F: 2 clusters Score -731953.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -725833.125000 Penalty: 2938.201172
	Iteration 0F: 3 clusters Score -725833.1 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -727811.812500 Penalty: 2938.201172
	Iteration 1F: 3 clusters Score -727811.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -728309.875000 Penalty: 2938.201172
	Iteration 2F: 3 clusters Score -728309.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -728846.687500 Penalty: 2938.201172
	Iteration 3F: 3 clusters Score -728846.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -729364.125000 Penalty: 2938.201172
	Iteration 4F: 3 clusters Score -729364.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -729800.000000 Penalty: 2938.201172
	Iteration 5F: 3 clusters Score -729800 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -730097.750000 Penalty: 2938.201172
	Iteration 6F: 3 clusters Score -730097.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -730282.687500 Penalty: 2938.201172
	Iteration 7Q: 3 clusters Score -730282.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -730387.750000 Penalty: 2938.201172
	Iteration 8Q: 3 clusters Score -730387.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -730454.312500 Penalty: 2938.201172
	Iteration 9Q: 3 clusters Score -730454.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -730510.562500 Penalty: 2938.201172
	Iteration 10Q: 3 clusters Score -730510.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -730558.062500 Penalty: 2938.201172
	Iteration 11Q: 3 clusters Score -730558.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -730601.375000 Penalty: 2938.201172
	Iteration 12Q: 3 clusters Score -730601.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -730638.312500 Penalty: 2938.201172
	Iteration 13Q: 3 clusters Score -730638.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -730672.562500 Penalty: 2938.201172
	Iteration 14Q: 3 clusters Score -730672.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -730711.687500 Penalty: 2938.201172
	Iteration 15Q: 3 clusters Score -730711.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -730735.437500 Penalty: 2938.201172
	Iteration 16Q: 3 clusters Score -730735.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -730759.250000 Penalty: 2938.201172
	Iteration 17Q: 3 clusters Score -730759.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -730776.187500 Penalty: 2938.201172
	Iteration 18Q: 3 clusters Score -730776.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -730796.500000 Penalty: 2938.201172
	Iteration 19Q: 3 clusters Score -730796.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -730814.375000 Penalty: 2938.201172
	Iteration 20F: 3 clusters Score -730814.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -730826.812500 Penalty: 2938.201172
	Iteration 21Q: 3 clusters Score -730826.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -730836.500000 Penalty: 2938.201172
	Iteration 22Q: 3 clusters Score -730836.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -730843.312500 Penalty: 2938.201172
	Iteration 23Q: 3 clusters Score -730843.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -730851.375000 Penalty: 2938.201172
	Iteration 24Q: 3 clusters Score -730851.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -730861.625000 Penalty: 2938.201172
	Iteration 25Q: 3 clusters Score -730861.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -730879.500000 Penalty: 2938.201172
	Iteration 26Q: 3 clusters Score -730879.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -730899.562500 Penalty: 2938.201172
	Iteration 27Q: 3 clusters Score -730899.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -730913.312500 Penalty: 2938.201172
	Iteration 28Q: 3 clusters Score -730913.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -730933.062500 Penalty: 2938.201172
	Iteration 29Q: 3 clusters Score -730933.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -730953.312500 Penalty: 2938.201172
	Iteration 30Q: 3 clusters Score -730953.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -730977.750000 Penalty: 2938.201172
	Iteration 31Q: 3 clusters Score -730977.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -731002.562500 Penalty: 2938.201172
	Iteration 32Q: 3 clusters Score -731002.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -731028.312500 Penalty: 2938.201172
	Iteration 33Q: 3 clusters Score -731028.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -731052.062500 Penalty: 2938.201172
	Iteration 34Q: 3 clusters Score -731052.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -731072.000000 Penalty: 2938.201172
	Iteration 35Q: 3 clusters Score -731072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -731099.687500 Penalty: 2938.201172
	Iteration 36Q: 3 clusters Score -731099.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -731116.187500 Penalty: 2938.201172
	Iteration 37Q: 3 clusters Score -731116.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -731133.750000 Penalty: 2938.201172
	Iteration 38Q: 3 clusters Score -731133.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -731147.937500 Penalty: 2938.201172
	Iteration 39Q: 3 clusters Score -731147.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -731161.500000 Penalty: 2938.201172
	Iteration 40F: 3 clusters Score -731161.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -731175.062500 Penalty: 2938.201172
	Iteration 41Q: 3 clusters Score -731175.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -731187.812500 Penalty: 2938.201172
	Iteration 42Q: 3 clusters Score -731187.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -731199.187500 Penalty: 2938.201172
	Iteration 43Q: 3 clusters Score -731199.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -731212.687500 Penalty: 2938.201172
	Iteration 44Q: 3 clusters Score -731212.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -731223.312500 Penalty: 2938.201172
	Iteration 45Q: 3 clusters Score -731223.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -731234.250000 Penalty: 2938.201172
	Iteration 46Q: 3 clusters Score -731234.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -731242.375000 Penalty: 2938.201172
	Iteration 47Q: 3 clusters Score -731242.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -731251.250000 Penalty: 2938.201172
	Iteration 48Q: 3 clusters Score -731251.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -731259.187500 Penalty: 2938.201172
	Iteration 49Q: 3 clusters Score -731259.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -731264.812500 Penalty: 2938.201172
	Iteration 50Q: 3 clusters Score -731264.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -731268.062500 Penalty: 2938.201172
	Iteration 51Q: 3 clusters Score -731268.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -731276.437500 Penalty: 2938.201172
	Iteration 52Q: 3 clusters Score -731276.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -731280.500000 Penalty: 2938.201172
	Iteration 53Q: 3 clusters Score -731280.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -731289.000000 Penalty: 2938.201172
	Iteration 54Q: 3 clusters Score -731289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -731296.250000 Penalty: 2938.201172
	Iteration 55Q: 3 clusters Score -731296.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -731302.687500 Penalty: 2938.201172
	Iteration 56Q: 3 clusters Score -731302.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -731308.062500 Penalty: 2938.201172
	Iteration 57Q: 3 clusters Score -731308.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -731312.250000 Penalty: 2938.201172
	Iteration 58Q: 3 clusters Score -731312.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -731314.312500 Penalty: 2938.201172
	Iteration 59Q: 3 clusters Score -731314.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -731315.812500 Penalty: 2938.201172
	Iteration 60F: 3 clusters Score -731315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -731317.875000 Penalty: 2938.201172
	Iteration 61Q: 3 clusters Score -731317.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -731317.375000 Penalty: 2938.201172
	Iteration 62Q: 3 clusters Score -731317.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -731321.000000 Penalty: 2938.201172
	Iteration 63Q: 3 clusters Score -731321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -731323.687500 Penalty: 2938.201172
	Iteration 64Q: 3 clusters Score -731323.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -731324.375000 Penalty: 2938.201172
	Iteration 65Q: 3 clusters Score -731324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -731325.062500 Penalty: 2938.201172
	Iteration 66Q: 3 clusters Score -731325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -731325.375000 Penalty: 2938.201172
	Iteration 67Q: 3 clusters Score -731325.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -731325.687500 Penalty: 2938.201172
	Iteration 68Q: 3 clusters Score -731325.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -731327.625000 Penalty: 2938.201172
	Iteration 69Q: 3 clusters Score -731327.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -731332.000000 Penalty: 2938.201172
	Iteration 70Q: 3 clusters Score -731332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -731332.562500 Penalty: 2938.201172
	Iteration 71Q: 3 clusters Score -731332.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -731336.312500 Penalty: 2938.201172
	Iteration 72Q: 3 clusters Score -731336.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -731338.250000 Penalty: 2938.201172
	Iteration 73Q: 3 clusters Score -731338.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -731339.000000 Penalty: 2938.201172
	Iteration 74Q: 3 clusters Score -731339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -731341.875000 Penalty: 2938.201172
	Iteration 75Q: 3 clusters Score -731341.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -731343.125000 Penalty: 2938.201172
	Iteration 76Q: 3 clusters Score -731343.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -731345.937500 Penalty: 2938.201172
	Iteration 77Q: 3 clusters Score -731345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -731346.437500 Penalty: 2938.201172
	Iteration 78Q: 3 clusters Score -731346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -731347.312500 Penalty: 2938.201172
	Iteration 79Q: 3 clusters Score -731347.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -731348.187500 Penalty: 2938.201172
	Iteration 80F: 3 clusters Score -731348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -731348.500000 Penalty: 2938.201172
	Iteration 81Q: 3 clusters Score -731348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -731347.375000 Penalty: 2938.201172
	Iteration 82Q: 3 clusters Score -731347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -731348.875000 Penalty: 2938.201172
	Iteration 83Q: 3 clusters Score -731348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -731348.500000 Penalty: 2938.201172
	Iteration 84Q: 3 clusters Score -731348.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -731348.125000 Penalty: 2938.201172
	Iteration 85Q: 3 clusters Score -731348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -731348.125000 Penalty: 2938.201172
	Iteration 86F: 3 clusters Score -731348.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Entering Unmasked Estep 
Score: -1881866.500000 Penalty: 1614.663330
	Iteration 0F: 2 clusters Score -1881866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1867770.625000 Penalty: 3229.326660
	Iteration 0F: 3 clusters Score -1867771 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1872936.750000 Penalty: 3229.326660
	Iteration 1F: 3 clusters Score -1872937 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1873280.625000 Penalty: 3229.326660
	Iteration 2Q: 3 clusters Score -1873281 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1873617.375000 Penalty: 3229.326660
	Iteration 3Q: 3 clusters Score -1873617 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1873959.000000 Penalty: 3229.326660
	Iteration 4Q: 3 clusters Score -1873959 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1874359.750000 Penalty: 3229.326660
	Iteration 5Q: 3 clusters Score -1874360 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1874843.000000 Penalty: 3229.326660
	Iteration 6Q: 3 clusters Score -1874843 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1875525.625000 Penalty: 3229.326660
	Iteration 7F: 3 clusters Score -1875526 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1876349.875000 Penalty: 3229.326660
	Iteration 8F: 3 clusters Score -1876350 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1877205.750000 Penalty: 3229.326660
	Iteration 9F: 3 clusters Score -1877206 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1877886.500000 Penalty: 3229.326660
	Iteration 10F: 3 clusters Score -1877886 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1878343.875000 Penalty: 3229.326660
	Iteration 11Q: 3 clusters Score -1878344 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1878559.750000 Penalty: 3229.326660
	Iteration 12Q: 3 clusters Score -1878560 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1878699.625000 Penalty: 3229.326660
	Iteration 13Q: 3 clusters Score -1878700 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1878802.000000 Penalty: 3229.326660
	Iteration 14Q: 3 clusters Score -1878802 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1878883.750000 Penalty: 3229.326660
	Iteration 15Q: 3 clusters Score -1878884 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1878941.625000 Penalty: 3229.326660
	Iteration 16Q: 3 clusters Score -1878942 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1878985.625000 Penalty: 3229.326660
	Iteration 17Q: 3 clusters Score -1878986 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1879020.375000 Penalty: 3229.326660
	Iteration 18Q: 3 clusters Score -1879020 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1879049.625000 Penalty: 3229.326660
	Iteration 19Q: 3 clusters Score -1879050 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1879072.875000 Penalty: 3229.326660
	Iteration 20F: 3 clusters Score -1879073 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1879095.750000 Penalty: 3229.326660
	Iteration 21Q: 3 clusters Score -1879096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1879110.875000 Penalty: 3229.326660
	Iteration 22Q: 3 clusters Score -1879111 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1879127.375000 Penalty: 3229.326660
	Iteration 23Q: 3 clusters Score -1879127 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1879138.125000 Penalty: 3229.326660
	Iteration 24Q: 3 clusters Score -1879138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1879150.500000 Penalty: 3229.326660
	Iteration 25Q: 3 clusters Score -1879150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1879152.750000 Penalty: 3229.326660
	Iteration 26Q: 3 clusters Score -1879153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1879165.875000 Penalty: 3229.326660
	Iteration 27Q: 3 clusters Score -1879166 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1879176.750000 Penalty: 3229.326660
	Iteration 28Q: 3 clusters Score -1879177 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1879186.750000 Penalty: 3229.326660
	Iteration 29Q: 3 clusters Score -1879187 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1879184.250000 Penalty: 3229.326660
	Iteration 30Q: 3 clusters Score -1879184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1879187.125000 Penalty: 3229.326660
	Iteration 31Q: 3 clusters Score -1879187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1879198.250000 Penalty: 3229.326660
	Iteration 32Q: 3 clusters Score -1879198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1879199.375000 Penalty: 3229.326660
	Iteration 33Q: 3 clusters Score -1879199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1879203.125000 Penalty: 3229.326660
	Iteration 34Q: 3 clusters Score -1879203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1879206.125000 Penalty: 3229.326660
	Iteration 35Q: 3 clusters Score -1879206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1879205.750000 Penalty: 3229.326660
	Iteration 36Q: 3 clusters Score -1879206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1879214.625000 Penalty: 3229.326660
	Iteration 37Q: 3 clusters Score -1879215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1879210.000000 Penalty: 3229.326660
	Iteration 38Q: 3 clusters Score -1879210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1879214.250000 Penalty: 3229.326660
	Iteration 39Q: 3 clusters Score -1879214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1879222.000000 Penalty: 3229.326660
	Iteration 40F: 3 clusters Score -1879222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1879229.125000 Penalty: 3229.326660
	Iteration 41Q: 3 clusters Score -1879229 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1879234.000000 Penalty: 3229.326660
	Iteration 42Q: 3 clusters Score -1879234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1879238.125000 Penalty: 3229.326660
	Iteration 43Q: 3 clusters Score -1879238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1879238.750000 Penalty: 3229.326660
	Iteration 44Q: 3 clusters Score -1879239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1879248.750000 Penalty: 3229.326660
	Iteration 45Q: 3 clusters Score -1879249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1879249.250000 Penalty: 3229.326660
	Iteration 46Q: 3 clusters Score -1879249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1879250.375000 Penalty: 3229.326660
	Iteration 47Q: 3 clusters Score -1879250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1879258.750000 Penalty: 3229.326660
	Iteration 48Q: 3 clusters Score -1879259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1879258.750000 Penalty: 3229.326660
	Iteration 49Q: 3 clusters Score -1879259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1879262.375000 Penalty: 3229.326660
	Iteration 50Q: 3 clusters Score -1879262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1879264.625000 Penalty: 3229.326660
	Iteration 51Q: 3 clusters Score -1879265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1879266.125000 Penalty: 3229.326660
	Iteration 52Q: 3 clusters Score -1879266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1879267.250000 Penalty: 3229.326660
	Iteration 53Q: 3 clusters Score -1879267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1879268.750000 Penalty: 3229.326660
	Iteration 54Q: 3 clusters Score -1879269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1879269.250000 Penalty: 3229.326660
	Iteration 55Q: 3 clusters Score -1879269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1879269.625000 Penalty: 3229.326660
	Iteration 56Q: 3 clusters Score -1879270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1879269.625000 Penalty: 3229.326660
	Iteration 57Q: 3 clusters Score -1879270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1879269.625000 Penalty: 3229.326660
	Iteration 58Q: 3 clusters Score -1879270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1879272.500000 Penalty: 3229.326660
	Iteration 59Q: 3 clusters Score -1879272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1879271.500000 Penalty: 3229.326660
	Iteration 60F: 3 clusters Score -1879272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1879281.250000 Penalty: 3229.326660
	Iteration 61Q: 3 clusters Score -1879281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1879286.125000 Penalty: 3229.326660
	Iteration 62Q: 3 clusters Score -1879286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1879284.000000 Penalty: 3229.326660
	Iteration 63Q: 3 clusters Score -1879284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1879286.875000 Penalty: 3229.326660
	Iteration 64Q: 3 clusters Score -1879287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1879283.625000 Penalty: 3229.326660
	Iteration 65Q: 3 clusters Score -1879284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1879289.000000 Penalty: 3229.326660
	Iteration 66Q: 3 clusters Score -1879289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1879289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1879290.375000 Penalty: 3229.326660
	Iteration 68Q: 3 clusters Score -1879290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1879288.500000 Penalty: 3229.326660
	Iteration 69Q: 3 clusters Score -1879288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1879290.000000 Penalty: 3229.326660
	Iteration 70Q: 3 clusters Score -1879290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1879288.375000 Penalty: 3229.326660
	Iteration 71Q: 3 clusters Score -1879288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1879289.875000 Penalty: 3229.326660
	Iteration 72Q: 3 clusters Score -1879290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1879291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1879291.750000 Penalty: 3229.326660
	Iteration 74Q: 3 clusters Score -1879292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1879293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1879289.875000 Penalty: 3229.326660
	Iteration 76Q: 3 clusters Score -1879290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1879294.125000 Penalty: 3229.326660
	Iteration 77Q: 3 clusters Score -1879294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1879302.500000 Penalty: 3229.326660
	Iteration 78Q: 3 clusters Score -1879302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1879297.875000 Penalty: 3229.326660
	Iteration 79Q: 3 clusters Score -1879298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1879298.000000 Penalty: 3229.326660
	Iteration 80F: 3 clusters Score -1879298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1879301.125000 Penalty: 3229.326660
	Iteration 81Q: 3 clusters Score -1879301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1879305.375000 Penalty: 3229.326660
	Iteration 82Q: 3 clusters Score -1879305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1879309.250000 Penalty: 3229.326660
	Iteration 83Q: 3 clusters Score -1879309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1879309.250000 Penalty: 3229.326660
	Iteration 84Q: 3 clusters Score -1879309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1879304.625000 Penalty: 3229.326660
	Iteration 85Q: 3 clusters Score -1879305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1879314.500000 Penalty: 3229.326660
	Iteration 86Q: 3 clusters Score -1879314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1879327.000000 Penalty: 3229.326660
	Iteration 87Q: 3 clusters Score -1879327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1879320.625000 Penalty: 3229.326660
	Iteration 88Q: 3 clusters Score -1879321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1879323.500000 Penalty: 3229.326660
	Iteration 89Q: 3 clusters Score -1879324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1879325.500000 Penalty: 3229.326660
	Iteration 90Q: 3 clusters Score -1879326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1879327.125000 Penalty: 3229.326660
	Iteration 91Q: 3 clusters Score -1879327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1879334.250000 Penalty: 3229.326660
	Iteration 92Q: 3 clusters Score -1879334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1879335.625000 Penalty: 3229.326660
	Iteration 93Q: 3 clusters Score -1879336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1879337.375000 Penalty: 3229.326660
	Iteration 94Q: 3 clusters Score -1879337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1879340.000000 Penalty: 3229.326660
	Iteration 95Q: 3 clusters Score -1879340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1879345.750000 Penalty: 3229.326660
	Iteration 96Q: 3 clusters Score -1879346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1879346.875000 Penalty: 3229.326660
	Iteration 97Q: 3 clusters Score -1879347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1879351.750000 Penalty: 3229.326660
	Iteration 98Q: 3 clusters Score -1879352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1879356.500000 Penalty: 3229.326660
	Iteration 99Q: 3 clusters Score -1879356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1879360.000000 Penalty: 3229.326660
	Iteration 100F: 3 clusters Score -1879360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1879362.750000 Penalty: 3229.326660
	Iteration 101Q: 3 clusters Score -1879363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1879367.875000 Penalty: 3229.326660
	Iteration 102Q: 3 clusters Score -1879368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1879370.125000 Penalty: 3229.326660
	Iteration 103Q: 3 clusters Score -1879370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1879371.750000 Penalty: 3229.326660
	Iteration 104Q: 3 clusters Score -1879372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1879378.125000 Penalty: 3229.326660
	Iteration 105Q: 3 clusters Score -1879378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1879383.000000 Penalty: 3229.326660
	Iteration 106Q: 3 clusters Score -1879383 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1879384.500000 Penalty: 3229.326660
	Iteration 107Q: 3 clusters Score -1879384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1879397.625000 Penalty: 3229.326660
	Iteration 108Q: 3 clusters Score -1879398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1879396.250000 Penalty: 3229.326660
	Iteration 109Q: 3 clusters Score -1879396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1879409.500000 Penalty: 3229.326660
	Iteration 110Q: 3 clusters Score -1879410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1879411.125000 Penalty: 3229.326660
	Iteration 111Q: 3 clusters Score -1879411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1879421.375000 Penalty: 3229.326660
	Iteration 112Q: 3 clusters Score -1879421 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1879429.750000 Penalty: 3229.326660
	Iteration 113Q: 3 clusters Score -1879430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1879430.375000 Penalty: 3229.326660
	Iteration 114Q: 3 clusters Score -1879430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1879444.625000 Penalty: 3229.326660
	Iteration 115Q: 3 clusters Score -1879445 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1879450.250000 Penalty: 3229.326660
	Iteration 116Q: 3 clusters Score -1879450 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1879456.125000 Penalty: 3229.326660
	Iteration 117Q: 3 clusters Score -1879456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1879471.625000 Penalty: 3229.326660
	Iteration 118Q: 3 clusters Score -1879472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1879473.750000 Penalty: 3229.326660
	Iteration 119Q: 3 clusters Score -1879474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1879494.000000 Penalty: 3229.326660
	Iteration 120F: 3 clusters Score -1879494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1879500.125000 Penalty: 3229.326660
	Iteration 121Q: 3 clusters Score -1879500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1879518.000000 Penalty: 3229.326660
	Iteration 122Q: 3 clusters Score -1879518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1879530.125000 Penalty: 3229.326660
	Iteration 123Q: 3 clusters Score -1879530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1879531.875000 Penalty: 3229.326660
	Iteration 124Q: 3 clusters Score -1879532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1879542.250000 Penalty: 3229.326660
	Iteration 125Q: 3 clusters Score -1879542 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1879556.000000 Penalty: 3229.326660
	Iteration 126Q: 3 clusters Score -1879556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1879572.375000 Penalty: 3229.326660
	Iteration 127Q: 3 clusters Score -1879572 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1879587.750000 Penalty: 3229.326660
	Iteration 128Q: 3 clusters Score -1879588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1879602.125000 Penalty: 3229.326660
	Iteration 129Q: 3 clusters Score -1879602 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1879617.750000 Penalty: 3229.326660
	Iteration 130Q: 3 clusters Score -1879618 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1879627.000000 Penalty: 3229.326660
	Iteration 131Q: 3 clusters Score -1879627 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1879647.625000 Penalty: 3229.326660
	Iteration 132Q: 3 clusters Score -1879648 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1879657.750000 Penalty: 3229.326660
	Iteration 133Q: 3 clusters Score -1879658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1879669.750000 Penalty: 3229.326660
	Iteration 134Q: 3 clusters Score -1879670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1879684.500000 Penalty: 3229.326660
	Iteration 135Q: 3 clusters Score -1879684 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1879697.250000 Penalty: 3229.326660
	Iteration 136Q: 3 clusters Score -1879697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1879713.875000 Penalty: 3229.326660
	Iteration 137Q: 3 clusters Score -1879714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1879717.750000 Penalty: 3229.326660
	Iteration 138Q: 3 clusters Score -1879718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1879726.875000 Penalty: 3229.326660
	Iteration 139Q: 3 clusters Score -1879727 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1879734.375000 Penalty: 3229.326660
	Iteration 140F: 3 clusters Score -1879734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1879747.000000 Penalty: 3229.326660
	Iteration 141Q: 3 clusters Score -1879747 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1879750.375000 Penalty: 3229.326660
	Iteration 142Q: 3 clusters Score -1879750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1879756.000000 Penalty: 3229.326660
	Iteration 143Q: 3 clusters Score -1879756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1879759.125000 Penalty: 3229.326660
	Iteration 144Q: 3 clusters Score -1879759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1879770.875000 Penalty: 3229.326660
	Iteration 145Q: 3 clusters Score -1879771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1879773.375000 Penalty: 3229.326660
	Iteration 146Q: 3 clusters Score -1879773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1879783.750000 Penalty: 3229.326660
	Iteration 147Q: 3 clusters Score -1879784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1879787.750000 Penalty: 3229.326660
	Iteration 148Q: 3 clusters Score -1879788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1879790.250000 Penalty: 3229.326660
	Iteration 149Q: 3 clusters Score -1879790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1879798.625000 Penalty: 3229.326660
	Iteration 150Q: 3 clusters Score -1879799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1879792.000000 Penalty: 3229.326660
	Iteration 151Q: 3 clusters Score -1879792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1879797.500000 Penalty: 3229.326660
	Iteration 152Q: 3 clusters Score -1879798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1879805.000000 Penalty: 3229.326660
	Iteration 153Q: 3 clusters Score -1879805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1879812.375000 Penalty: 3229.326660
	Iteration 154Q: 3 clusters Score -1879812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1879814.875000 Penalty: 3229.326660
	Iteration 155Q: 3 clusters Score -1879815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1879816.500000 Penalty: 3229.326660
	Iteration 156Q: 3 clusters Score -1879816 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1879828.250000 Penalty: 3229.326660
	Iteration 157Q: 3 clusters Score -1879828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1879835.250000 Penalty: 3229.326660
	Iteration 158Q: 3 clusters Score -1879835 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1879846.750000 Penalty: 3229.326660
	Iteration 159Q: 3 clusters Score -1879847 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1879851.375000 Penalty: 3229.326660
	Iteration 160F: 3 clusters Score -1879851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1879859.125000 Penalty: 3229.326660
	Iteration 161Q: 3 clusters Score -1879859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1879867.125000 Penalty: 3229.326660
	Iteration 162Q: 3 clusters Score -1879867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1879868.375000 Penalty: 3229.326660
	Iteration 163Q: 3 clusters Score -1879868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1879883.125000 Penalty: 3229.326660
	Iteration 164Q: 3 clusters Score -1879883 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1879895.875000 Penalty: 3229.326660
	Iteration 165Q: 3 clusters Score -1879896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1879894.500000 Penalty: 3229.326660
	Iteration 166Q: 3 clusters Score -1879894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1879902.500000 Penalty: 3229.326660
	Iteration 167Q: 3 clusters Score -1879902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1879905.375000 Penalty: 3229.326660
	Iteration 168Q: 3 clusters Score -1879905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1879913.000000 Penalty: 3229.326660
	Iteration 169Q: 3 clusters Score -1879913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1879918.875000 Penalty: 3229.326660
	Iteration 170Q: 3 clusters Score -1879919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1879924.125000 Penalty: 3229.326660
	Iteration 171Q: 3 clusters Score -1879924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1879926.750000 Penalty: 3229.326660
	Iteration 172Q: 3 clusters Score -1879927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1879932.750000 Penalty: 3229.326660
	Iteration 173Q: 3 clusters Score -1879933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1879934.625000 Penalty: 3229.326660
	Iteration 174Q: 3 clusters Score -1879935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1879939.250000 Penalty: 3229.326660
	Iteration 175Q: 3 clusters Score -1879939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1879940.250000 Penalty: 3229.326660
	Iteration 176Q: 3 clusters Score -1879940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1879940.125000 Penalty: 3229.326660
	Iteration 177Q: 3 clusters Score -1879940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -1879946.250000 Penalty: 3229.326660
	Iteration 178Q: 3 clusters Score -1879946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1879948.000000 Penalty: 3229.326660
	Iteration 179Q: 3 clusters Score -1879948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1879950.375000 Penalty: 3229.326660
	Iteration 180F: 3 clusters Score -1879950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1879957.250000 Penalty: 3229.326660
	Iteration 181Q: 3 clusters Score -1879957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1879958.125000 Penalty: 3229.326660
	Iteration 182Q: 3 clusters Score -1879958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1879960.125000 Penalty: 3229.326660
	Iteration 183Q: 3 clusters Score -1879960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1879960.625000 Penalty: 3229.326660
	Iteration 184Q: 3 clusters Score -1879961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1879960.625000 Penalty: 3229.326660
	Iteration 185Q: 3 clusters Score -1879961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1879961.875000 Penalty: 3229.326660
	Iteration 186Q: 3 clusters Score -1879962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -1879967.500000 Penalty: 3229.326660
	Iteration 187Q: 3 clusters Score -1879968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1879969.875000 Penalty: 3229.326660
	Iteration 188Q: 3 clusters Score -1879970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1879972.125000 Penalty: 3229.326660
	Iteration 189Q: 3 clusters Score -1879972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -1879966.500000 Penalty: 3229.326660
	Iteration 190Q: 3 clusters Score -1879966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1879972.750000 Penalty: 3229.326660
	Iteration 191Q: 3 clusters Score -1879973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1879973.750000 Penalty: 3229.326660
	Iteration 192Q: 3 clusters Score -1879974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -1879975.125000 Penalty: 3229.326660
	Iteration 193Q: 3 clusters Score -1879975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1879978.375000 Penalty: 3229.326660
	Iteration 194Q: 3 clusters Score -1879978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1879982.125000 Penalty: 3229.326660
	Iteration 195Q: 3 clusters Score -1879982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1879982.125000 Penalty: 3229.326660
	Iteration 196Q: 3 clusters Score -1879982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1879978.625000 Penalty: 3229.326660
	Iteration 197Q: 3 clusters Score -1879979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1879983.000000 Penalty: 3229.326660
	Iteration 198Q: 3 clusters Score -1879983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1879984.000000 Penalty: 3229.326660
	Iteration 199Q: 3 clusters Score -1879984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1879983.750000 Penalty: 3229.326660
	Iteration 200F: 3 clusters Score -1879984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1879983.625000 Penalty: 3229.326660
	Iteration 201Q: 3 clusters Score -1879984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1879981.375000 Penalty: 3229.326660
	Iteration 202Q: 3 clusters Score -1879981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1879983.125000 Penalty: 3229.326660
	Iteration 203Q: 3 clusters Score -1879983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1879985.750000 Penalty: 3229.326660
	Iteration 204Q: 3 clusters Score -1879986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1879986.500000 Penalty: 3229.326660
	Iteration 205Q: 3 clusters Score -1879986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1879985.250000 Penalty: 3229.326660
	Iteration 206Q: 3 clusters Score -1879985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1879985.250000 Penalty: 3229.326660
	Iteration 207Q: 3 clusters Score -1879985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1879983.750000 Penalty: 3229.326660
	Iteration 208Q: 3 clusters Score -1879984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1879983.750000 Penalty: 3229.326660
	Iteration 209F: 3 clusters Score -1879984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Entering Unmasked Estep 
Score: -7982830.500000 Penalty: 1848.306274
	Iteration 0F: 2 clusters Score -7982830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -7924665.000000 Penalty: 3696.612549
	Iteration 0F: 3 clusters Score -7924665 nChanged 41270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -7948756.000000 Penalty: 3696.612549
	Iteration 1F: 3 clusters Score -7948756 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -7949669.500000 Penalty: 3696.612549
	Iteration 2Q: 3 clusters Score -7949670 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -7951248.000000 Penalty: 3696.612549
	Iteration 3Q: 3 clusters Score -7951248 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -7953849.500000 Penalty: 3696.612549
	Iteration 4F: 3 clusters Score -7953850 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -7958011.000000 Penalty: 3696.612549
	Iteration 5F: 3 clusters Score -7958011 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -7964113.500000 Penalty: 3696.612549
	Iteration 6F: 3 clusters Score -7964114 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75629 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -7970739.000000 Penalty: 3696.612549
	Iteration 7F: 3 clusters Score -7970739 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -7975959.500000 Penalty: 3696.612549
	Iteration 8F: 3 clusters Score -7975960 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84201 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7978800.000000 Penalty: 3696.612549
	Iteration 9Q: 3 clusters Score -7978800 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7980178.500000 Penalty: 3696.612549
	Iteration 10Q: 3 clusters Score -7980178 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86436 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7980789.500000 Penalty: 3696.612549
	Iteration 11Q: 3 clusters Score -7980790 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7981022.500000 Penalty: 3696.612549
	Iteration 12Q: 3 clusters Score -7981022 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7981088.000000 Penalty: 3696.612549
	Iteration 13Q: 3 clusters Score -7981088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86761 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7981147.000000 Penalty: 3696.612549
	Iteration 14Q: 3 clusters Score -7981147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7981185.000000 Penalty: 3696.612549
	Iteration 15Q: 3 clusters Score -7981185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86794 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7981217.000000 Penalty: 3696.612549
	Iteration 16Q: 3 clusters Score -7981217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86802 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7981233.000000 Penalty: 3696.612549
	Iteration 17Q: 3 clusters Score -7981233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7981240.500000 Penalty: 3696.612549
	Iteration 18Q: 3 clusters Score -7981240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86816 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7981259.000000 Penalty: 3696.612549
	Iteration 19Q: 3 clusters Score -7981259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7981260.000000 Penalty: 3696.612549
	Iteration 20F: 3 clusters Score -7981260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7981258.000000 Penalty: 3696.612549
	Iteration 21Q: 3 clusters Score -7981258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7981258.000000 Penalty: 3696.612549
	Iteration 22F: 3 clusters Score -7981258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Entering Unmasked Estep 
Score: -679734.875000 Penalty: 1435.769043
	Iteration 0F: 2 clusters Score -679734.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -674586.562500 Penalty: 2871.538086
	Iteration 0F: 3 clusters Score -674586.6 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -676054.250000 Penalty: 2871.538086
	Iteration 1F: 3 clusters Score -676054.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -676217.250000 Penalty: 2871.538086
	Iteration 2F: 3 clusters Score -676217.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -676308.250000 Penalty: 2871.538086
	Iteration 3Q: 3 clusters Score -676308.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -676383.187500 Penalty: 2871.538086
	Iteration 4Q: 3 clusters Score -676383.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -676449.250000 Penalty: 2871.538086
	Iteration 5Q: 3 clusters Score -676449.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -676505.000000 Penalty: 2871.538086
	Iteration 6Q: 3 clusters Score -676505 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -676545.625000 Penalty: 2871.538086
	Iteration 7Q: 3 clusters Score -676545.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -676580.687500 Penalty: 2871.538086
	Iteration 8Q: 3 clusters Score -676580.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -676616.250000 Penalty: 2871.538086
	Iteration 9Q: 3 clusters Score -676616.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -676652.187500 Penalty: 2871.538086
	Iteration 10Q: 3 clusters Score -676652.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -676686.437500 Penalty: 2871.538086
	Iteration 11Q: 3 clusters Score -676686.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -676719.312500 Penalty: 2871.538086
	Iteration 12Q: 3 clusters Score -676719.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -676756.750000 Penalty: 2871.538086
	Iteration 13Q: 3 clusters Score -676756.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -676795.625000 Penalty: 2871.538086
	Iteration 14Q: 3 clusters Score -676795.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -676843.625000 Penalty: 2871.538086
	Iteration 15Q: 3 clusters Score -676843.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -676907.562500 Penalty: 2871.538086
	Iteration 16Q: 3 clusters Score -676907.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -676982.125000 Penalty: 2871.538086
	Iteration 17Q: 3 clusters Score -676982.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -677068.125000 Penalty: 2871.538086
	Iteration 18Q: 3 clusters Score -677068.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -677148.187500 Penalty: 2871.538086
	Iteration 19Q: 3 clusters Score -677148.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -677244.375000 Penalty: 2871.538086
	Iteration 20F: 3 clusters Score -677244.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -677345.125000 Penalty: 2871.538086
	Iteration 21Q: 3 clusters Score -677345.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -677461.000000 Penalty: 2871.538086
	Iteration 22Q: 3 clusters Score -677461 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -677572.250000 Penalty: 2871.538086
	Iteration 23Q: 3 clusters Score -677572.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -677648.062500 Penalty: 2871.538086
	Iteration 24Q: 3 clusters Score -677648.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -677720.375000 Penalty: 2871.538086
	Iteration 25Q: 3 clusters Score -677720.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -677796.625000 Penalty: 2871.538086
	Iteration 26Q: 3 clusters Score -677796.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -677863.000000 Penalty: 2871.538086
	Iteration 27Q: 3 clusters Score -677863 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -677903.437500 Penalty: 2871.538086
	Iteration 28Q: 3 clusters Score -677903.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -677946.250000 Penalty: 2871.538086
	Iteration 29Q: 3 clusters Score -677946.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -677984.000000 Penalty: 2871.538086
	Iteration 30Q: 3 clusters Score -677984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -678016.062500 Penalty: 2871.538086
	Iteration 31Q: 3 clusters Score -678016.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -678046.937500 Penalty: 2871.538086
	Iteration 32Q: 3 clusters Score -678046.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -678073.812500 Penalty: 2871.538086
	Iteration 33Q: 3 clusters Score -678073.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -678103.250000 Penalty: 2871.538086
	Iteration 34Q: 3 clusters Score -678103.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -678139.875000 Penalty: 2871.538086
	Iteration 35Q: 3 clusters Score -678139.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -678170.187500 Penalty: 2871.538086
	Iteration 36Q: 3 clusters Score -678170.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -678194.250000 Penalty: 2871.538086
	Iteration 37Q: 3 clusters Score -678194.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -678217.437500 Penalty: 2871.538086
	Iteration 38Q: 3 clusters Score -678217.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -678238.750000 Penalty: 2871.538086
	Iteration 39Q: 3 clusters Score -678238.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -678255.812500 Penalty: 2871.538086
	Iteration 40F: 3 clusters Score -678255.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -678276.750000 Penalty: 2871.538086
	Iteration 41Q: 3 clusters Score -678276.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -678297.750000 Penalty: 2871.538086
	Iteration 42Q: 3 clusters Score -678297.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -678327.437500 Penalty: 2871.538086
	Iteration 43Q: 3 clusters Score -678327.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -678354.250000 Penalty: 2871.538086
	Iteration 44Q: 3 clusters Score -678354.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -678382.437500 Penalty: 2871.538086
	Iteration 45Q: 3 clusters Score -678382.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -678403.312500 Penalty: 2871.538086
	Iteration 46Q: 3 clusters Score -678403.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -678423.500000 Penalty: 2871.538086
	Iteration 47Q: 3 clusters Score -678423.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -678441.375000 Penalty: 2871.538086
	Iteration 48Q: 3 clusters Score -678441.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -678456.062500 Penalty: 2871.538086
	Iteration 49Q: 3 clusters Score -678456.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -678472.500000 Penalty: 2871.538086
	Iteration 50Q: 3 clusters Score -678472.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -678487.500000 Penalty: 2871.538086
	Iteration 51Q: 3 clusters Score -678487.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -678503.812500 Penalty: 2871.538086
	Iteration 52Q: 3 clusters Score -678503.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -678512.500000 Penalty: 2871.538086
	Iteration 53Q: 3 clusters Score -678512.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -678519.062500 Penalty: 2871.538086
	Iteration 54Q: 3 clusters Score -678519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -678523.875000 Penalty: 2871.538086
	Iteration 55Q: 3 clusters Score -678523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -678526.500000 Penalty: 2871.538086
	Iteration 56Q: 3 clusters Score -678526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -678528.875000 Penalty: 2871.538086
	Iteration 57Q: 3 clusters Score -678528.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -678532.750000 Penalty: 2871.538086
	Iteration 58Q: 3 clusters Score -678532.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -678541.000000 Penalty: 2871.538086
	Iteration 59Q: 3 clusters Score -678541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -678548.312500 Penalty: 2871.538086
	Iteration 60F: 3 clusters Score -678548.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -678557.500000 Penalty: 2871.538086
	Iteration 61Q: 3 clusters Score -678557.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -678578.812500 Penalty: 2871.538086
	Iteration 62Q: 3 clusters Score -678578.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -678592.125000 Penalty: 2871.538086
	Iteration 63Q: 3 clusters Score -678592.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -678600.250000 Penalty: 2871.538086
	Iteration 64Q: 3 clusters Score -678600.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -678606.687500 Penalty: 2871.538086
	Iteration 65Q: 3 clusters Score -678606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -678607.125000 Penalty: 2871.538086
	Iteration 66Q: 3 clusters Score -678607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -678608.562500 Penalty: 2871.538086
	Iteration 67Q: 3 clusters Score -678608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -678609.875000 Penalty: 2871.538086
	Iteration 68Q: 3 clusters Score -678609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -678611.187500 Penalty: 2871.538086
	Iteration 69Q: 3 clusters Score -678611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -678611.187500 Penalty: 2871.538086
	Iteration 70F: 3 clusters Score -678611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Entering Unmasked Estep 
Score: -1084380.000000 Penalty: 1515.892212
	Iteration 0F: 2 clusters Score -1084380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1076403.500000 Penalty: 3031.784424
	Iteration 0F: 3 clusters Score -1076404 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1078981.875000 Penalty: 3031.784424
	Iteration 1F: 3 clusters Score -1078982 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1079274.875000 Penalty: 3031.784424
	Iteration 2F: 3 clusters Score -1079275 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1079503.000000 Penalty: 3031.784424
	Iteration 3F: 3 clusters Score -1079503 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1079678.875000 Penalty: 3031.784424
	Iteration 4Q: 3 clusters Score -1079679 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1079837.875000 Penalty: 3031.784424
	Iteration 5Q: 3 clusters Score -1079838 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1079952.375000 Penalty: 3031.784424
	Iteration 6Q: 3 clusters Score -1079952 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1080055.750000 Penalty: 3031.784424
	Iteration 7Q: 3 clusters Score -1080056 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1080147.750000 Penalty: 3031.784424
	Iteration 8Q: 3 clusters Score -1080148 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1080267.375000 Penalty: 3031.784424
	Iteration 9Q: 3 clusters Score -1080267 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1080393.250000 Penalty: 3031.784424
	Iteration 10Q: 3 clusters Score -1080393 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1080517.875000 Penalty: 3031.784424
	Iteration 11Q: 3 clusters Score -1080518 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1080676.500000 Penalty: 3031.784424
	Iteration 12Q: 3 clusters Score -1080676 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1080842.625000 Penalty: 3031.784424
	Iteration 13Q: 3 clusters Score -1080843 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1080988.625000 Penalty: 3031.784424
	Iteration 14Q: 3 clusters Score -1080989 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1081115.500000 Penalty: 3031.784424
	Iteration 15Q: 3 clusters Score -1081116 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1081239.250000 Penalty: 3031.784424
	Iteration 16Q: 3 clusters Score -1081239 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1081361.625000 Penalty: 3031.784424
	Iteration 17Q: 3 clusters Score -1081362 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1081471.000000 Penalty: 3031.784424
	Iteration 18Q: 3 clusters Score -1081471 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1081567.500000 Penalty: 3031.784424
	Iteration 19Q: 3 clusters Score -1081568 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1081633.500000 Penalty: 3031.784424
	Iteration 20F: 3 clusters Score -1081634 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1081693.750000 Penalty: 3031.784424
	Iteration 21Q: 3 clusters Score -1081694 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1081739.250000 Penalty: 3031.784424
	Iteration 22Q: 3 clusters Score -1081739 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1081782.875000 Penalty: 3031.784424
	Iteration 23Q: 3 clusters Score -1081783 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1081827.625000 Penalty: 3031.784424
	Iteration 24Q: 3 clusters Score -1081828 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1081868.625000 Penalty: 3031.784424
	Iteration 25Q: 3 clusters Score -1081869 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1081910.500000 Penalty: 3031.784424
	Iteration 26Q: 3 clusters Score -1081910 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1081950.375000 Penalty: 3031.784424
	Iteration 27Q: 3 clusters Score -1081950 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1081998.625000 Penalty: 3031.784424
	Iteration 28Q: 3 clusters Score -1081999 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1082057.000000 Penalty: 3031.784424
	Iteration 29Q: 3 clusters Score -1082057 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1082119.750000 Penalty: 3031.784424
	Iteration 30Q: 3 clusters Score -1082120 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1082188.000000 Penalty: 3031.784424
	Iteration 31Q: 3 clusters Score -1082188 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1082252.750000 Penalty: 3031.784424
	Iteration 32Q: 3 clusters Score -1082253 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1082316.250000 Penalty: 3031.784424
	Iteration 33Q: 3 clusters Score -1082316 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1082382.500000 Penalty: 3031.784424
	Iteration 34Q: 3 clusters Score -1082382 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1082470.000000 Penalty: 3031.784424
	Iteration 35Q: 3 clusters Score -1082470 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1082550.500000 Penalty: 3031.784424
	Iteration 36Q: 3 clusters Score -1082550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1082626.000000 Penalty: 3031.784424
	Iteration 37Q: 3 clusters Score -1082626 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1082695.625000 Penalty: 3031.784424
	Iteration 38Q: 3 clusters Score -1082696 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1082756.875000 Penalty: 3031.784424
	Iteration 39Q: 3 clusters Score -1082757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1082810.375000 Penalty: 3031.784424
	Iteration 40F: 3 clusters Score -1082810 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1082851.250000 Penalty: 3031.784424
	Iteration 41Q: 3 clusters Score -1082851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1082894.875000 Penalty: 3031.784424
	Iteration 42Q: 3 clusters Score -1082895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1082919.000000 Penalty: 3031.784424
	Iteration 43Q: 3 clusters Score -1082919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1082942.250000 Penalty: 3031.784424
	Iteration 44Q: 3 clusters Score -1082942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1082962.250000 Penalty: 3031.784424
	Iteration 45Q: 3 clusters Score -1082962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1082981.375000 Penalty: 3031.784424
	Iteration 46Q: 3 clusters Score -1082981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1083001.125000 Penalty: 3031.784424
	Iteration 47Q: 3 clusters Score -1083001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1083015.250000 Penalty: 3031.784424
	Iteration 48Q: 3 clusters Score -1083015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1083026.500000 Penalty: 3031.784424
	Iteration 49Q: 3 clusters Score -1083026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1083039.250000 Penalty: 3031.784424
	Iteration 50Q: 3 clusters Score -1083039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1083052.375000 Penalty: 3031.784424
	Iteration 51Q: 3 clusters Score -1083052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1083068.625000 Penalty: 3031.784424
	Iteration 52Q: 3 clusters Score -1083069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1083077.375000 Penalty: 3031.784424
	Iteration 53Q: 3 clusters Score -1083077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1083080.875000 Penalty: 3031.784424
	Iteration 54Q: 3 clusters Score -1083081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1083088.375000 Penalty: 3031.784424
	Iteration 55Q: 3 clusters Score -1083088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1083097.125000 Penalty: 3031.784424
	Iteration 56Q: 3 clusters Score -1083097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1083107.375000 Penalty: 3031.784424
	Iteration 57Q: 3 clusters Score -1083107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1083108.125000 Penalty: 3031.784424
	Iteration 58Q: 3 clusters Score -1083108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1083110.000000 Penalty: 3031.784424
	Iteration 59Q: 3 clusters Score -1083110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1083114.000000 Penalty: 3031.784424
	Iteration 60F: 3 clusters Score -1083114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1083116.625000 Penalty: 3031.784424
	Iteration 61Q: 3 clusters Score -1083117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1083116.875000 Penalty: 3031.784424
	Iteration 62Q: 3 clusters Score -1083117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1083120.625000 Penalty: 3031.784424
	Iteration 63Q: 3 clusters Score -1083121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1083122.125000 Penalty: 3031.784424
	Iteration 64Q: 3 clusters Score -1083122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1083124.250000 Penalty: 3031.784424
	Iteration 65Q: 3 clusters Score -1083124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1083125.375000 Penalty: 3031.784424
	Iteration 66Q: 3 clusters Score -1083125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1083125.375000 Penalty: 3031.784424
	Iteration 67F: 3 clusters Score -1083125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Entering Unmasked Estep 
Score: -887975.875000 Penalty: 1507.781128
	Iteration 0F: 2 clusters Score -887975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -880479.875000 Penalty: 3015.562256
	Iteration 0F: 3 clusters Score -880479.9 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -883190.000000 Penalty: 3015.562256
	Iteration 1F: 3 clusters Score -883190 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -883518.750000 Penalty: 3015.562256
	Iteration 2F: 3 clusters Score -883518.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -883760.312500 Penalty: 3015.562256
	Iteration 3F: 3 clusters Score -883760.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -883968.250000 Penalty: 3015.562256
	Iteration 4Q: 3 clusters Score -883968.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -884198.875000 Penalty: 3015.562256
	Iteration 5Q: 3 clusters Score -884198.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -884455.562500 Penalty: 3015.562256
	Iteration 6Q: 3 clusters Score -884455.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -884763.562500 Penalty: 3015.562256
	Iteration 7Q: 3 clusters Score -884763.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -885114.500000 Penalty: 3015.562256
	Iteration 8Q: 3 clusters Score -885114.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -885385.875000 Penalty: 3015.562256
	Iteration 9Q: 3 clusters Score -885385.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -885637.625000 Penalty: 3015.562256
	Iteration 10Q: 3 clusters Score -885637.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -885847.312500 Penalty: 3015.562256
	Iteration 11Q: 3 clusters Score -885847.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -886030.500000 Penalty: 3015.562256
	Iteration 12Q: 3 clusters Score -886030.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -886157.187500 Penalty: 3015.562256
	Iteration 13Q: 3 clusters Score -886157.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -886255.812500 Penalty: 3015.562256
	Iteration 14Q: 3 clusters Score -886255.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -886337.375000 Penalty: 3015.562256
	Iteration 15Q: 3 clusters Score -886337.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -886399.687500 Penalty: 3015.562256
	Iteration 16Q: 3 clusters Score -886399.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -886449.562500 Penalty: 3015.562256
	Iteration 17Q: 3 clusters Score -886449.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -886503.000000 Penalty: 3015.562256
	Iteration 18Q: 3 clusters Score -886503 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -886540.500000 Penalty: 3015.562256
	Iteration 19Q: 3 clusters Score -886540.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -886582.687500 Penalty: 3015.562256
	Iteration 20F: 3 clusters Score -886582.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -886612.312500 Penalty: 3015.562256
	Iteration 21Q: 3 clusters Score -886612.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -886636.000000 Penalty: 3015.562256
	Iteration 22Q: 3 clusters Score -886636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -886657.437500 Penalty: 3015.562256
	Iteration 23Q: 3 clusters Score -886657.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -886680.562500 Penalty: 3015.562256
	Iteration 24Q: 3 clusters Score -886680.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -886705.437500 Penalty: 3015.562256
	Iteration 25Q: 3 clusters Score -886705.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -886726.250000 Penalty: 3015.562256
	Iteration 26Q: 3 clusters Score -886726.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -886744.625000 Penalty: 3015.562256
	Iteration 27Q: 3 clusters Score -886744.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -886761.187500 Penalty: 3015.562256
	Iteration 28Q: 3 clusters Score -886761.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -886772.812500 Penalty: 3015.562256
	Iteration 29Q: 3 clusters Score -886772.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -886787.437500 Penalty: 3015.562256
	Iteration 30Q: 3 clusters Score -886787.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -886806.625000 Penalty: 3015.562256
	Iteration 31Q: 3 clusters Score -886806.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -886822.562500 Penalty: 3015.562256
	Iteration 32Q: 3 clusters Score -886822.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -886846.562500 Penalty: 3015.562256
	Iteration 33Q: 3 clusters Score -886846.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -886870.625000 Penalty: 3015.562256
	Iteration 34Q: 3 clusters Score -886870.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -886892.562500 Penalty: 3015.562256
	Iteration 35Q: 3 clusters Score -886892.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -886906.562500 Penalty: 3015.562256
	Iteration 36Q: 3 clusters Score -886906.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -886912.687500 Penalty: 3015.562256
	Iteration 37Q: 3 clusters Score -886912.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -886919.687500 Penalty: 3015.562256
	Iteration 38Q: 3 clusters Score -886919.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -886925.375000 Penalty: 3015.562256
	Iteration 39Q: 3 clusters Score -886925.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -886927.000000 Penalty: 3015.562256
	Iteration 40F: 3 clusters Score -886927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -886934.187500 Penalty: 3015.562256
	Iteration 41Q: 3 clusters Score -886934.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -886941.437500 Penalty: 3015.562256
	Iteration 42Q: 3 clusters Score -886941.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -886950.437500 Penalty: 3015.562256
	Iteration 43Q: 3 clusters Score -886950.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -886958.937500 Penalty: 3015.562256
	Iteration 44Q: 3 clusters Score -886958.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -886969.687500 Penalty: 3015.562256
	Iteration 45Q: 3 clusters Score -886969.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -886979.125000 Penalty: 3015.562256
	Iteration 46Q: 3 clusters Score -886979.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -886986.312500 Penalty: 3015.562256
	Iteration 47Q: 3 clusters Score -886986.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -886994.750000 Penalty: 3015.562256
	Iteration 48Q: 3 clusters Score -886994.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -887000.562500 Penalty: 3015.562256
	Iteration 49Q: 3 clusters Score -887000.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -887012.062500 Penalty: 3015.562256
	Iteration 50Q: 3 clusters Score -887012.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -887021.625000 Penalty: 3015.562256
	Iteration 51Q: 3 clusters Score -887021.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -887034.187500 Penalty: 3015.562256
	Iteration 52Q: 3 clusters Score -887034.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -887041.812500 Penalty: 3015.562256
	Iteration 53Q: 3 clusters Score -887041.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -887051.000000 Penalty: 3015.562256
	Iteration 54Q: 3 clusters Score -887051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -887060.875000 Penalty: 3015.562256
	Iteration 55Q: 3 clusters Score -887060.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -887064.000000 Penalty: 3015.562256
	Iteration 56Q: 3 clusters Score -887064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -887070.312500 Penalty: 3015.562256
	Iteration 57Q: 3 clusters Score -887070.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -887072.312500 Penalty: 3015.562256
	Iteration 58Q: 3 clusters Score -887072.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -887074.500000 Penalty: 3015.562256
	Iteration 59Q: 3 clusters Score -887074.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -887079.437500 Penalty: 3015.562256
	Iteration 60F: 3 clusters Score -887079.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -887082.000000 Penalty: 3015.562256
	Iteration 61Q: 3 clusters Score -887082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -887081.875000 Penalty: 3015.562256
	Iteration 62Q: 3 clusters Score -887081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -887082.625000 Penalty: 3015.562256
	Iteration 63Q: 3 clusters Score -887082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -887082.625000 Penalty: 3015.562256
	Iteration 64F: 3 clusters Score -887082.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -70592.257812 Penalty: 1105.929932
	Iteration 0F: 2 clusters Score -70592.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69257.546875 Penalty: 2211.859863
	Iteration 0F: 3 clusters Score -69257.55 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69583.656250 Penalty: 2211.859863
	Iteration 1F: 3 clusters Score -69583.66 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69730.765625 Penalty: 2211.859863
	Iteration 2F: 3 clusters Score -69730.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69835.609375 Penalty: 2211.859863
	Iteration 3F: 3 clusters Score -69835.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69893.453125 Penalty: 2211.859863
	Iteration 4Q: 3 clusters Score -69893.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69922.445312 Penalty: 2211.859863
	Iteration 5Q: 3 clusters Score -69922.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -69942.312500 Penalty: 2211.859863
	Iteration 6Q: 3 clusters Score -69942.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69961.796875 Penalty: 2211.859863
	Iteration 7Q: 3 clusters Score -69961.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69974.171875 Penalty: 2211.859863
	Iteration 8Q: 3 clusters Score -69974.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69976.203125 Penalty: 2211.859863
	Iteration 9Q: 3 clusters Score -69976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69976.734375 Penalty: 2211.859863
	Iteration 10Q: 3 clusters Score -69976.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69976.734375 Penalty: 2211.859863
	Iteration 11F: 3 clusters Score -69976.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 77150 members 
Mstep: Class 4 contains 6393 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205101 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66234 members 
Mstep: Class 10 contains 8064 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16403 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20669 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853360.000000 Penalty: 45368.945312
Iteration 279Q: 22 clusters Score -5.385336e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77151 members 
Mstep: Class 4 contains 6389 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205080 members 
Mstep: Class 7 contains 37033 members 
Mstep: Class 8 contains 9317 members 
Mstep: Class 9 contains 66237 members 
Mstep: Class 10 contains 8064 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16419 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 8440 members 
Mstep: Class 16 contains 20671 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 10708 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853392.000000 Penalty: 45368.945312
Iteration 280F: 22 clusters Score -5.385339e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6385 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205055 members 
Mstep: Class 7 contains 37033 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66237 members 
Mstep: Class 10 contains 8065 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16434 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8440 members 
Mstep: Class 16 contains 20673 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11257 members 
Mstep: Class 20 contains 10707 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853396.000000 Penalty: 45368.945312
Iteration 281Q: 22 clusters Score -5.38534e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77151 members 
Mstep: Class 4 contains 6384 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205031 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66233 members 
Mstep: Class 10 contains 8066 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16449 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8440 members 
Mstep: Class 16 contains 20675 members 
Mstep: Class 17 contains 87044 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 10706 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853460.000000 Penalty: 45368.945312
Iteration 282Q: 22 clusters Score -5.385346e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77151 members 
Mstep: Class 4 contains 6384 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 205002 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66229 members 
Mstep: Class 10 contains 8067 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16463 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8440 members 
Mstep: Class 16 contains 20679 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 10706 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853424.000000 Penalty: 45368.945312
Iteration 283Q: 22 clusters Score -5.385342e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77151 members 
Mstep: Class 4 contains 6383 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204985 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66231 members 
Mstep: Class 10 contains 8067 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16473 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8440 members 
Mstep: Class 16 contains 20680 members 
Mstep: Class 17 contains 87044 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 10706 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853412.000000 Penalty: 45368.945312
Iteration 284Q: 22 clusters Score -5.385341e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77151 members 
Mstep: Class 4 contains 6381 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204967 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66232 members 
Mstep: Class 10 contains 8068 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16481 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8440 members 
Mstep: Class 16 contains 20682 members 
Mstep: Class 17 contains 87044 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 10706 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853404.000000 Penalty: 45368.945312
Iteration 285Q: 22 clusters Score -5.38534e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77151 members 
Mstep: Class 4 contains 6377 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204952 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66233 members 
Mstep: Class 10 contains 8068 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16491 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8440 members 
Mstep: Class 16 contains 20684 members 
Mstep: Class 17 contains 87044 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 10708 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853388.000000 Penalty: 45368.945312
Iteration 286Q: 22 clusters Score -5.385339e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6372 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204937 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66239 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16498 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20687 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 10709 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853396.000000 Penalty: 45368.945312
Iteration 287Q: 22 clusters Score -5.38534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6366 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204925 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66246 members 
Mstep: Class 10 contains 8070 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16501 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20689 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10711 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853364.000000 Penalty: 45368.945312
Iteration 288Q: 22 clusters Score -5.385336e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204918 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 66250 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16510 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20690 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853360.000000 Penalty: 45368.945312
Iteration 289Q: 22 clusters Score -5.385336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204912 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66252 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16517 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20692 members 
Mstep: Class 17 contains 87044 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853356.000000 Penalty: 45368.945312
Iteration 290Q: 22 clusters Score -5.385336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204900 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66249 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16529 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20693 members 
Mstep: Class 17 contains 87044 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853348.000000 Penalty: 45368.945312
Iteration 291Q: 22 clusters Score -5.385335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6344 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204889 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66251 members 
Mstep: Class 10 contains 8070 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16539 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20693 members 
Mstep: Class 17 contains 87044 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853404.000000 Penalty: 45368.945312
Iteration 292Q: 22 clusters Score -5.38534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6341 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204882 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66252 members 
Mstep: Class 10 contains 8070 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16548 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20693 members 
Mstep: Class 17 contains 87044 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10712 members 
Mstep: Class 21 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853396.000000 Penalty: 45368.945312
Iteration 293Q: 22 clusters Score -5.38534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6339 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204874 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66254 members 
Mstep: Class 10 contains 8070 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16553 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20693 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10711 members 
Mstep: Class 21 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853380.000000 Penalty: 45368.945312
Iteration 294Q: 22 clusters Score -5.385338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6338 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204864 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66255 members 
Mstep: Class 10 contains 8070 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16560 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 20694 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853380.000000 Penalty: 45368.945312
Iteration 295Q: 22 clusters Score -5.385338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6338 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204853 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66254 members 
Mstep: Class 10 contains 8070 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16569 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8440 members 
Mstep: Class 16 contains 20693 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853384.000000 Penalty: 45368.945312
Iteration 296Q: 22 clusters Score -5.385338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6338 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204844 members 
Mstep: Class 7 contains 37035 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66255 members 
Mstep: Class 10 contains 8070 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16578 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8441 members 
Mstep: Class 16 contains 20692 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10709 members 
Mstep: Class 21 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853404.000000 Penalty: 45368.945312
Iteration 297Q: 22 clusters Score -5.38534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6338 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204838 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66253 members 
Mstep: Class 10 contains 8070 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16586 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20691 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10709 members 
Mstep: Class 21 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853432.000000 Penalty: 45368.945312
Iteration 298Q: 22 clusters Score -5.385343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6338 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204833 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66248 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16593 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20691 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853420.000000 Penalty: 45368.945312
Iteration 299Q: 22 clusters Score -5.385342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6338 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204822 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66248 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16603 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20691 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853404.000000 Penalty: 45368.945312
Iteration 300F: 22 clusters Score -5.38534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6338 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204807 members 
Mstep: Class 7 contains 37032 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66246 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16615 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20691 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853404.000000 Penalty: 45368.945312
Iteration 301Q: 22 clusters Score -5.38534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204801 members 
Mstep: Class 7 contains 37031 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66244 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16620 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20692 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
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Score: -53853376.000000 Penalty: 45368.945312
Iteration 302Q: 22 clusters Score -5.385338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204796 members 
Mstep: Class 7 contains 37031 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 66240 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16626 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20693 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10710 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853376.000000 Penalty: 45368.945312
Iteration 303Q: 22 clusters Score -5.385338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204788 members 
Mstep: Class 7 contains 37031 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66240 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16631 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20693 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10711 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853364.000000 Penalty: 45368.945312
Iteration 304Q: 22 clusters Score -5.385336e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204773 members 
Mstep: Class 7 contains 37031 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66233 members 
Mstep: Class 10 contains 8070 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16645 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20696 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10713 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853368.000000 Penalty: 45368.945312
Iteration 305Q: 22 clusters Score -5.385337e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204756 members 
Mstep: Class 7 contains 37031 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66228 members 
Mstep: Class 10 contains 8074 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16653 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8441 members 
Mstep: Class 16 contains 20700 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10714 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853356.000000 Penalty: 45368.945312
Iteration 306Q: 22 clusters Score -5.385336e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204742 members 
Mstep: Class 7 contains 37031 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66223 members 
Mstep: Class 10 contains 8074 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16663 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20701 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 10714 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853384.000000 Penalty: 45368.945312
Iteration 307Q: 22 clusters Score -5.385338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204721 members 
Mstep: Class 7 contains 37031 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66224 members 
Mstep: Class 10 contains 8077 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16670 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20704 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10716 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853364.000000 Penalty: 45368.945312
Iteration 308Q: 22 clusters Score -5.385336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204708 members 
Mstep: Class 7 contains 37030 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66224 members 
Mstep: Class 10 contains 8080 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16677 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20703 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10715 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853368.000000 Penalty: 45368.945312
Iteration 309Q: 22 clusters Score -5.385337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204698 members 
Mstep: Class 7 contains 37030 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66220 members 
Mstep: Class 10 contains 8082 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16687 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20701 members 
Mstep: Class 17 contains 87047 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10714 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853388.000000 Penalty: 45368.945312
Iteration 310Q: 22 clusters Score -5.385339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204695 members 
Mstep: Class 7 contains 37030 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 66218 members 
Mstep: Class 10 contains 8082 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16692 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20701 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10715 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853392.000000 Penalty: 45368.945312
Iteration 311Q: 22 clusters Score -5.385339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204690 members 
Mstep: Class 7 contains 37030 members 
Mstep: Class 8 contains 9320 members 
Mstep: Class 9 contains 66216 members 
Mstep: Class 10 contains 8082 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20701 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10715 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853392.000000 Penalty: 45368.945312
Iteration 312Q: 22 clusters Score -5.385339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 6336 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204679 members 
Mstep: Class 7 contains 37029 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66217 members 
Mstep: Class 10 contains 8082 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16706 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20702 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10717 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853448.000000 Penalty: 45368.945312
Iteration 313Q: 22 clusters Score -5.385345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77154 members 
Mstep: Class 4 contains 6335 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204677 members 
Mstep: Class 7 contains 37027 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66217 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16707 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20703 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10716 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853456.000000 Penalty: 45368.945312
Iteration 314Q: 22 clusters Score -5.385346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77154 members 
Mstep: Class 4 contains 6335 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204674 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66216 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16710 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20703 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 10716 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853444.000000 Penalty: 45368.945312
Iteration 315Q: 22 clusters Score -5.385344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77154 members 
Mstep: Class 4 contains 6334 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204675 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66215 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16712 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20703 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10716 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853436.000000 Penalty: 45368.945312
Iteration 316Q: 22 clusters Score -5.385344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77154 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204675 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66215 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16713 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20703 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10716 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853448.000000 Penalty: 45368.945312
Iteration 317Q: 22 clusters Score -5.385345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 77154 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 204675 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 66215 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 16713 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20703 members 
Mstep: Class 17 contains 87046 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 10716 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853448.000000 Penalty: 45368.945312
Iteration 318F: 22 clusters Score -5.385345e+07 nChanged 0
Entering ConstructFrom: 
Score: -53853448.000000 Penalty: 45368.945312
Entering ConstructFrom: 
Trying to split cluster 1 (11775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Entering Unmasked Estep 
Score: -1104961.375000 Penalty: 1523.231689
	Iteration 0F: 2 clusters Score -1104961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1096678.625000 Penalty: 3046.463379
	Iteration 0F: 3 clusters Score -1096679 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1099516.750000 Penalty: 3046.463379
	Iteration 1F: 3 clusters Score -1099517 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1099997.500000 Penalty: 3046.463379
	Iteration 2F: 3 clusters Score -1099998 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1100651.625000 Penalty: 3046.463379
	Iteration 3F: 3 clusters Score -1100652 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1101465.875000 Penalty: 3046.463379
	Iteration 4F: 3 clusters Score -1101466 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1102350.125000 Penalty: 3046.463379
	Iteration 5F: 3 clusters Score -1102350 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1103050.500000 Penalty: 3046.463379
	Iteration 6F: 3 clusters Score -1103050 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1103501.875000 Penalty: 3046.463379
	Iteration 7F: 3 clusters Score -1103502 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1103732.625000 Penalty: 3046.463379
	Iteration 8Q: 3 clusters Score -1103733 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1103837.750000 Penalty: 3046.463379
	Iteration 9Q: 3 clusters Score -1103838 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1103891.375000 Penalty: 3046.463379
	Iteration 10Q: 3 clusters Score -1103891 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1103916.125000 Penalty: 3046.463379
	Iteration 11Q: 3 clusters Score -1103916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1103929.375000 Penalty: 3046.463379
	Iteration 12Q: 3 clusters Score -1103929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1103942.250000 Penalty: 3046.463379
	Iteration 13Q: 3 clusters Score -1103942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1103948.750000 Penalty: 3046.463379
	Iteration 14Q: 3 clusters Score -1103949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1103958.125000 Penalty: 3046.463379
	Iteration 15Q: 3 clusters Score -1103958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1103968.750000 Penalty: 3046.463379
	Iteration 16Q: 3 clusters Score -1103969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1103979.125000 Penalty: 3046.463379
	Iteration 17Q: 3 clusters Score -1103979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1103986.000000 Penalty: 3046.463379
	Iteration 18Q: 3 clusters Score -1103986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1103989.375000 Penalty: 3046.463379
	Iteration 19Q: 3 clusters Score -1103989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1103996.875000 Penalty: 3046.463379
	Iteration 20F: 3 clusters Score -1103997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1104005.875000 Penalty: 3046.463379
	Iteration 21Q: 3 clusters Score -1104006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1104011.500000 Penalty: 3046.463379
	Iteration 22Q: 3 clusters Score -1104012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1104022.500000 Penalty: 3046.463379
	Iteration 23Q: 3 clusters Score -1104022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1104031.375000 Penalty: 3046.463379
	Iteration 24Q: 3 clusters Score -1104031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1104038.750000 Penalty: 3046.463379
	Iteration 25Q: 3 clusters Score -1104039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1104039.125000 Penalty: 3046.463379
	Iteration 26Q: 3 clusters Score -1104039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1104040.875000 Penalty: 3046.463379
	Iteration 27Q: 3 clusters Score -1104041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1104044.375000 Penalty: 3046.463379
	Iteration 28Q: 3 clusters Score -1104044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1104047.375000 Penalty: 3046.463379
	Iteration 29Q: 3 clusters Score -1104047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1104047.125000 Penalty: 3046.463379
	Iteration 30Q: 3 clusters Score -1104047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1104051.125000 Penalty: 3046.463379
	Iteration 31Q: 3 clusters Score -1104051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1104053.000000 Penalty: 3046.463379
	Iteration 32Q: 3 clusters Score -1104053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1104056.750000 Penalty: 3046.463379
	Iteration 33Q: 3 clusters Score -1104057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1104062.500000 Penalty: 3046.463379
	Iteration 34Q: 3 clusters Score -1104062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1104060.875000 Penalty: 3046.463379
	Iteration 35Q: 3 clusters Score -1104061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1104065.625000 Penalty: 3046.463379
	Iteration 36Q: 3 clusters Score -1104066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1104068.875000 Penalty: 3046.463379
	Iteration 37Q: 3 clusters Score -1104069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1104075.875000 Penalty: 3046.463379
	Iteration 38Q: 3 clusters Score -1104076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1104076.875000 Penalty: 3046.463379
	Iteration 39Q: 3 clusters Score -1104077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1104076.250000 Penalty: 3046.463379
	Iteration 40F: 3 clusters Score -1104076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1104080.500000 Penalty: 3046.463379
	Iteration 41Q: 3 clusters Score -1104080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1104081.875000 Penalty: 3046.463379
	Iteration 42Q: 3 clusters Score -1104082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1104082.875000 Penalty: 3046.463379
	Iteration 43Q: 3 clusters Score -1104083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1104084.125000 Penalty: 3046.463379
	Iteration 44Q: 3 clusters Score -1104084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1104083.375000 Penalty: 3046.463379
	Iteration 45Q: 3 clusters Score -1104083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1104085.375000 Penalty: 3046.463379
	Iteration 46Q: 3 clusters Score -1104085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1104084.625000 Penalty: 3046.463379
	Iteration 47Q: 3 clusters Score -1104085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1104084.500000 Penalty: 3046.463379
	Iteration 48Q: 3 clusters Score -1104084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1104089.125000 Penalty: 3046.463379
	Iteration 49Q: 3 clusters Score -1104089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1104088.625000 Penalty: 3046.463379
	Iteration 50Q: 3 clusters Score -1104089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1104089.750000 Penalty: 3046.463379
	Iteration 51Q: 3 clusters Score -1104090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1104090.500000 Penalty: 3046.463379
	Iteration 52Q: 3 clusters Score -1104090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1104090.000000 Penalty: 3046.463379
	Iteration 53Q: 3 clusters Score -1104090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1104090.000000 Penalty: 3046.463379
	Iteration 54F: 3 clusters Score -1104090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Entering Unmasked Estep 
Score: -386239.375000 Penalty: 1350.881470
	Iteration 0F: 2 clusters Score -386239.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -382860.156250 Penalty: 2701.762939
	Iteration 0F: 3 clusters Score -382860.2 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -383846.218750 Penalty: 2701.762939
	Iteration 1F: 3 clusters Score -383846.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -384176.093750 Penalty: 2701.762939
	Iteration 2F: 3 clusters Score -384176.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -384541.250000 Penalty: 2701.762939
	Iteration 3F: 3 clusters Score -384541.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -384916.437500 Penalty: 2701.762939
	Iteration 4F: 3 clusters Score -384916.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -385192.875000 Penalty: 2701.762939
	Iteration 5F: 3 clusters Score -385192.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -385396.531250 Penalty: 2701.762939
	Iteration 6F: 3 clusters Score -385396.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -385540.218750 Penalty: 2701.762939
	Iteration 7Q: 3 clusters Score -385540.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -385630.375000 Penalty: 2701.762939
	Iteration 8Q: 3 clusters Score -385630.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -385697.937500 Penalty: 2701.762939
	Iteration 9Q: 3 clusters Score -385697.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -385751.468750 Penalty: 2701.762939
	Iteration 10Q: 3 clusters Score -385751.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -385804.062500 Penalty: 2701.762939
	Iteration 11Q: 3 clusters Score -385804.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -385849.000000 Penalty: 2701.762939
	Iteration 12Q: 3 clusters Score -385849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -385888.250000 Penalty: 2701.762939
	Iteration 13Q: 3 clusters Score -385888.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -385921.031250 Penalty: 2701.762939
	Iteration 14Q: 3 clusters Score -385921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -385946.312500 Penalty: 2701.762939
	Iteration 15Q: 3 clusters Score -385946.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -385960.156250 Penalty: 2701.762939
	Iteration 16Q: 3 clusters Score -385960.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -385967.750000 Penalty: 2701.762939
	Iteration 17Q: 3 clusters Score -385967.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -385974.625000 Penalty: 2701.762939
	Iteration 18Q: 3 clusters Score -385974.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -385978.031250 Penalty: 2701.762939
	Iteration 19Q: 3 clusters Score -385978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -385978.875000 Penalty: 2701.762939
	Iteration 20F: 3 clusters Score -385978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -385980.437500 Penalty: 2701.762939
	Iteration 21Q: 3 clusters Score -385980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -385980.718750 Penalty: 2701.762939
	Iteration 22Q: 3 clusters Score -385980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -385981.343750 Penalty: 2701.762939
	Iteration 23Q: 3 clusters Score -385981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -385983.000000 Penalty: 2701.762939
	Iteration 24Q: 3 clusters Score -385983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -385985.062500 Penalty: 2701.762939
	Iteration 25Q: 3 clusters Score -385985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -385986.437500 Penalty: 2701.762939
	Iteration 26Q: 3 clusters Score -385986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -385987.656250 Penalty: 2701.762939
	Iteration 27Q: 3 clusters Score -385987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -385988.000000 Penalty: 2701.762939
	Iteration 28Q: 3 clusters Score -385988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -385988.000000 Penalty: 2701.762939
	Iteration 29F: 3 clusters Score -385988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77154 members 
Entering Unmasked Estep 
Score: -7628159.000000 Penalty: 1828.703369
	Iteration 0F: 2 clusters Score -7628159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -7577150.500000 Penalty: 3657.406738
	Iteration 0F: 3 clusters Score -7577150 nChanged 36736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -7597874.000000 Penalty: 3657.406738
	Iteration 1F: 3 clusters Score -7597874 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -7598225.000000 Penalty: 3657.406738
	Iteration 2Q: 3 clusters Score -7598225 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -7598667.000000 Penalty: 3657.406738
	Iteration 3Q: 3 clusters Score -7598667 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -7599186.000000 Penalty: 3657.406738
	Iteration 4Q: 3 clusters Score -7599186 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -7599833.000000 Penalty: 3657.406738
	Iteration 5Q: 3 clusters Score -7599833 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -7600722.500000 Penalty: 3657.406738
	Iteration 6Q: 3 clusters Score -7600722 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -7602048.000000 Penalty: 3657.406738
	Iteration 7Q: 3 clusters Score -7602048 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -7603877.000000 Penalty: 3657.406738
	Iteration 8Q: 3 clusters Score -7603877 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -7606459.000000 Penalty: 3657.406738
	Iteration 9F: 3 clusters Score -7606459 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -7609585.500000 Penalty: 3657.406738
	Iteration 10F: 3 clusters Score -7609586 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -7612008.500000 Penalty: 3657.406738
	Iteration 11F: 3 clusters Score -7612008 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -7613189.000000 Penalty: 3657.406738
	Iteration 12Q: 3 clusters Score -7613189 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -7613606.000000 Penalty: 3657.406738
	Iteration 13Q: 3 clusters Score -7613606 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -7613743.500000 Penalty: 3657.406738
	Iteration 14Q: 3 clusters Score -7613744 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -7613801.000000 Penalty: 3657.406738
	Iteration 15Q: 3 clusters Score -7613801 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7613873 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -7613938.000000 Penalty: 3657.406738
	Iteration 17Q: 3 clusters Score -7613938 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -7613992.000000 Penalty: 3657.406738
	Iteration 18Q: 3 clusters Score -7613992 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -7614084.500000 Penalty: 3657.406738
	Iteration 19Q: 3 clusters Score -7614084 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -7614171.000000 Penalty: 3657.406738
	Iteration 20F: 3 clusters Score -7614171 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -7614246.000000 Penalty: 3657.406738
	Iteration 21Q: 3 clusters Score -7614246 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -7614327.000000 Penalty: 3657.406738
	Iteration 22Q: 3 clusters Score -7614327 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -7614417.000000 Penalty: 3657.406738
	Iteration 23Q: 3 clusters Score -7614417 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -7614509.000000 Penalty: 3657.406738
	Iteration 24Q: 3 clusters Score -7614509 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -7614634.500000 Penalty: 3657.406738
	Iteration 25Q: 3 clusters Score -7614634 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -7614785.500000 Penalty: 3657.406738
	Iteration 26Q: 3 clusters Score -7614786 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -7614925.000000 Penalty: 3657.406738
	Iteration 27Q: 3 clusters Score -7614925 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -7615113.500000 Penalty: 3657.406738
	Iteration 28Q: 3 clusters Score -7615114 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -7615262.000000 Penalty: 3657.406738
	Iteration 29Q: 3 clusters Score -7615262 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -7615446.500000 Penalty: 3657.406738
	Iteration 30Q: 3 clusters Score -7615446 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -7615622.500000 Penalty: 3657.406738
	Iteration 31Q: 3 clusters Score -7615622 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -7615865.500000 Penalty: 3657.406738
	Iteration 32Q: 3 clusters Score -7615866 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -7616141.000000 Penalty: 3657.406738
	Iteration 33Q: 3 clusters Score -7616141 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -7616500.000000 Penalty: 3657.406738
	Iteration 34Q: 3 clusters Score -7616500 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -7616811.500000 Penalty: 3657.406738
	Iteration 35Q: 3 clusters Score -7616812 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -7617109.500000 Penalty: 3657.406738
	Iteration 36Q: 3 clusters Score -7617110 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -7617456.000000 Penalty: 3657.406738
	Iteration 37Q: 3 clusters Score -7617456 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -7617895.000000 Penalty: 3657.406738
	Iteration 38Q: 3 clusters Score -7617895 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -7618342.000000 Penalty: 3657.406738
	Iteration 39Q: 3 clusters Score -7618342 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -7618753.000000 Penalty: 3657.406738
	Iteration 40F: 3 clusters Score -7618753 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -7619286.000000 Penalty: 3657.406738
	Iteration 41Q: 3 clusters Score -7619286 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -7619733.500000 Penalty: 3657.406738
	Iteration 42Q: 3 clusters Score -7619734 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -7620176.500000 Penalty: 3657.406738
	Iteration 43Q: 3 clusters Score -7620176 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -7620650.500000 Penalty: 3657.406738
	Iteration 44Q: 3 clusters Score -7620650 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -7621075.000000 Penalty: 3657.406738
	Iteration 45Q: 3 clusters Score -7621075 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -7621484.500000 Penalty: 3657.406738
	Iteration 46Q: 3 clusters Score -7621484 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -7621898.000000 Penalty: 3657.406738
	Iteration 47Q: 3 clusters Score -7621898 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -7622336.500000 Penalty: 3657.406738
	Iteration 48Q: 3 clusters Score -7622336 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -7622800.000000 Penalty: 3657.406738
	Iteration 49Q: 3 clusters Score -7622800 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -7623214.500000 Penalty: 3657.406738
	Iteration 50Q: 3 clusters Score -7623214 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -7623615.500000 Penalty: 3657.406738
	Iteration 51Q: 3 clusters Score -7623616 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -7624068.500000 Penalty: 3657.406738
	Iteration 52Q: 3 clusters Score -7624068 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -7624488.000000 Penalty: 3657.406738
	Iteration 53Q: 3 clusters Score -7624488 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -7624902.500000 Penalty: 3657.406738
	Iteration 54Q: 3 clusters Score -7624902 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -7625290.000000 Penalty: 3657.406738
	Iteration 55Q: 3 clusters Score -7625290 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -7625559.500000 Penalty: 3657.406738
	Iteration 56Q: 3 clusters Score -7625560 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -7625800.500000 Penalty: 3657.406738
	Iteration 57Q: 3 clusters Score -7625800 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
Score: -7625993.000000 Penalty: 3657.406738
	Iteration 58Q: 3 clusters Score -7625993 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
Score: -7626130.500000 Penalty: 3657.406738
	Iteration 59Q: 3 clusters Score -7626130 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -7626276.000000 Penalty: 3657.406738
	Iteration 60F: 3 clusters Score -7626276 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 75351 members 
Entering Unmasked Estep 
Score: -7626408.500000 Penalty: 3657.406738
	Iteration 61Q: 3 clusters Score -7626408 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -7626504.500000 Penalty: 3657.406738
	Iteration 62Q: 3 clusters Score -7626504 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -7626585.500000 Penalty: 3657.406738
	Iteration 63Q: 3 clusters Score -7626586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -7626636.000000 Penalty: 3657.406738
	Iteration 64Q: 3 clusters Score -7626636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -7626664.500000 Penalty: 3657.406738
	Iteration 65Q: 3 clusters Score -7626664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 75891 members 
Entering Unmasked Estep 
Score: -7626697.500000 Penalty: 3657.406738
	Iteration 66Q: 3 clusters Score -7626698 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -7626728.000000 Penalty: 3657.406738
	Iteration 67Q: 3 clusters Score -7626728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -7626744.000000 Penalty: 3657.406738
	Iteration 68Q: 3 clusters Score -7626744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -7626771.500000 Penalty: 3657.406738
	Iteration 69Q: 3 clusters Score -7626772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -7626760.500000 Penalty: 3657.406738
	Iteration 70Q: 3 clusters Score -7626760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -7626777.500000 Penalty: 3657.406738
	Iteration 71Q: 3 clusters Score -7626778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -7626777.000000 Penalty: 3657.406738
	Iteration 72Q: 3 clusters Score -7626777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -7626794.500000 Penalty: 3657.406738
	Iteration 73Q: 3 clusters Score -7626794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
Score: -7626798.000000 Penalty: 3657.406738
	Iteration 74Q: 3 clusters Score -7626798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -7626797.000000 Penalty: 3657.406738
	Iteration 75Q: 3 clusters Score -7626797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -7626805.500000 Penalty: 3657.406738
	Iteration 76Q: 3 clusters Score -7626806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -7626801.000000 Penalty: 3657.406738
	Iteration 77Q: 3 clusters Score -7626801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -7626810.500000 Penalty: 3657.406738
	Iteration 78Q: 3 clusters Score -7626810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -7626812.500000 Penalty: 3657.406738
	Iteration 79Q: 3 clusters Score -7626812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 76163 members 
Entering Unmasked Estep 
Score: -7626815.000000 Penalty: 3657.406738
	Iteration 80F: 3 clusters Score -7626815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -7626808.500000 Penalty: 3657.406738
	Iteration 81Q: 3 clusters Score -7626808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 76168 members 
Entering Unmasked Estep 
Score: -7626808.000000 Penalty: 3657.406738
	Iteration 82Q: 3 clusters Score -7626808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -7626812.000000 Penalty: 3657.406738
	Iteration 83Q: 3 clusters Score -7626812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -7626814.500000 Penalty: 3657.406738
	Iteration 84Q: 3 clusters Score -7626814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 76189 members 
Entering Unmasked Estep 
Score: -7626827.500000 Penalty: 3657.406738
	Iteration 85Q: 3 clusters Score -7626828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -7626830.000000 Penalty: 3657.406738
	Iteration 86Q: 3 clusters Score -7626830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
Score: -7626830.000000 Penalty: 3657.406738
	Iteration 87Q: 3 clusters Score -7626830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -7626828.000000 Penalty: 3657.406738
	Iteration 88Q: 3 clusters Score -7626828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -7626828.500000 Penalty: 3657.406738
	Iteration 89Q: 3 clusters Score -7626828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -7626837.000000 Penalty: 3657.406738
	Iteration 90Q: 3 clusters Score -7626837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -7626829.500000 Penalty: 3657.406738
	Iteration 91Q: 3 clusters Score -7626830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -7626838.000000 Penalty: 3657.406738
	Iteration 92Q: 3 clusters Score -7626838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -7626838.000000 Penalty: 3657.406738
	Iteration 93F: 3 clusters Score -7626838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6333 members 
Entering Unmasked Estep 
Score: -563653.750000 Penalty: 1422.448608
	Iteration 0F: 2 clusters Score -563653.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -558865.250000 Penalty: 2844.897217
	Iteration 0F: 3 clusters Score -558865.2 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -560576.000000 Penalty: 2844.897217
	Iteration 1F: 3 clusters Score -560576 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -561201.437500 Penalty: 2844.897217
	Iteration 2F: 3 clusters Score -561201.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -561805.687500 Penalty: 2844.897217
	Iteration 3F: 3 clusters Score -561805.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -562300.625000 Penalty: 2844.897217
	Iteration 4F: 3 clusters Score -562300.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -562628.000000 Penalty: 2844.897217
	Iteration 5F: 3 clusters Score -562628 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -562845.250000 Penalty: 2844.897217
	Iteration 6Q: 3 clusters Score -562845.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -562973.875000 Penalty: 2844.897217
	Iteration 7Q: 3 clusters Score -562973.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -563049.437500 Penalty: 2844.897217
	Iteration 8Q: 3 clusters Score -563049.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -563107.250000 Penalty: 2844.897217
	Iteration 9Q: 3 clusters Score -563107.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -563155.625000 Penalty: 2844.897217
	Iteration 10Q: 3 clusters Score -563155.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -563190.437500 Penalty: 2844.897217
	Iteration 11Q: 3 clusters Score -563190.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -563228.250000 Penalty: 2844.897217
	Iteration 12Q: 3 clusters Score -563228.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -563252.875000 Penalty: 2844.897217
	Iteration 13Q: 3 clusters Score -563252.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -563275.250000 Penalty: 2844.897217
	Iteration 14Q: 3 clusters Score -563275.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -563289.125000 Penalty: 2844.897217
	Iteration 15Q: 3 clusters Score -563289.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -563302.375000 Penalty: 2844.897217
	Iteration 16Q: 3 clusters Score -563302.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -563312.562500 Penalty: 2844.897217
	Iteration 17Q: 3 clusters Score -563312.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -563322.562500 Penalty: 2844.897217
	Iteration 18Q: 3 clusters Score -563322.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -563327.812500 Penalty: 2844.897217
	Iteration 19Q: 3 clusters Score -563327.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -563329.937500 Penalty: 2844.897217
	Iteration 20F: 3 clusters Score -563329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -563331.687500 Penalty: 2844.897217
	Iteration 21Q: 3 clusters Score -563331.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -563336.562500 Penalty: 2844.897217
	Iteration 22Q: 3 clusters Score -563336.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -563339.937500 Penalty: 2844.897217
	Iteration 23Q: 3 clusters Score -563339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -563341.000000 Penalty: 2844.897217
	Iteration 24Q: 3 clusters Score -563341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -563342.250000 Penalty: 2844.897217
	Iteration 25Q: 3 clusters Score -563342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -563343.187500 Penalty: 2844.897217
	Iteration 26Q: 3 clusters Score -563343.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -563343.187500 Penalty: 2844.897217
	Iteration 27F: 3 clusters Score -563343.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -202524.765625 Penalty: 1258.351807
	Iteration 0F: 2 clusters Score -202524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -200273.156250 Penalty: 2516.703613
	Iteration 0F: 3 clusters Score -200273.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -200893.703125 Penalty: 2516.703613
	Iteration 1F: 3 clusters Score -200893.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -201075.406250 Penalty: 2516.703613
	Iteration 2F: 3 clusters Score -201075.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -201225.375000 Penalty: 2516.703613
	Iteration 3F: 3 clusters Score -201225.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -201340.906250 Penalty: 2516.703613
	Iteration 4F: 3 clusters Score -201340.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -201446.625000 Penalty: 2516.703613
	Iteration 5F: 3 clusters Score -201446.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -201530.859375 Penalty: 2516.703613
	Iteration 6Q: 3 clusters Score -201530.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -201601.671875 Penalty: 2516.703613
	Iteration 7Q: 3 clusters Score -201601.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -201660.078125 Penalty: 2516.703613
	Iteration 8Q: 3 clusters Score -201660.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -201712.421875 Penalty: 2516.703613
	Iteration 9Q: 3 clusters Score -201712.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -201756.968750 Penalty: 2516.703613
	Iteration 10Q: 3 clusters Score -201757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -201799.203125 Penalty: 2516.703613
	Iteration 11Q: 3 clusters Score -201799.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -201829.828125 Penalty: 2516.703613
	Iteration 12Q: 3 clusters Score -201829.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -201849.781250 Penalty: 2516.703613
	Iteration 13Q: 3 clusters Score -201849.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -201858.312500 Penalty: 2516.703613
	Iteration 14Q: 3 clusters Score -201858.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -201861.859375 Penalty: 2516.703613
	Iteration 15Q: 3 clusters Score -201861.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -201864.500000 Penalty: 2516.703613
	Iteration 16Q: 3 clusters Score -201864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -201866.281250 Penalty: 2516.703613
	Iteration 17Q: 3 clusters Score -201866.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -201867.171875 Penalty: 2516.703613
	Iteration 18Q: 3 clusters Score -201867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -201868.015625 Penalty: 2516.703613
	Iteration 19Q: 3 clusters Score -201868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -201868.015625 Penalty: 2516.703613
	Iteration 20F: 3 clusters Score -201868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (204675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204675 members 
Entering Unmasked Estep 
Score: -18735996.000000 Penalty: 1987.241455
	Iteration 0F: 2 clusters Score -1.8736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -18600282.000000 Penalty: 3974.482910
	Iteration 0F: 3 clusters Score -1.860028e+07 nChanged 98942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -18660574.000000 Penalty: 3974.482910
	Iteration 1F: 3 clusters Score -1.866057e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 122052 members 
Entering Unmasked Estep 
Score: -18664904.000000 Penalty: 3974.482910
	Iteration 2Q: 3 clusters Score -1.86649e+07 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 133787 members 
Entering Unmasked Estep 
Score: -18672994.000000 Penalty: 3974.482910
	Iteration 3F: 3 clusters Score -1.867299e+07 nChanged 17252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 149487 members 
Entering Unmasked Estep 
Score: -18686046.000000 Penalty: 3974.482910
	Iteration 4F: 3 clusters Score -1.868605e+07 nChanged 18184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 166579 members 
Entering Unmasked Estep 
Score: -18701434.000000 Penalty: 3974.482910
	Iteration 5F: 3 clusters Score -1.870143e+07 nChanged 15464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 181547 members 
Entering Unmasked Estep 
Score: -18715182.000000 Penalty: 3974.482910
	Iteration 6F: 3 clusters Score -1.871518e+07 nChanged 10719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 192134 members 
Entering Unmasked Estep 
Score: -18724464.000000 Penalty: 3974.482910
	Iteration 7F: 3 clusters Score -1.872446e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 198449 members 
Entering Unmasked Estep 
Score: -18729902.000000 Penalty: 3974.482910
	Iteration 8Q: 3 clusters Score -1.87299e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 201650 members 
Entering Unmasked Estep 
Score: -18732440.000000 Penalty: 3974.482910
	Iteration 9Q: 3 clusters Score -1.873244e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 203018 members 
Entering Unmasked Estep 
Score: -18733620.000000 Penalty: 3974.482910
	Iteration 10Q: 3 clusters Score -1.873362e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 203467 members 
Entering Unmasked Estep 
Score: -18734186.000000 Penalty: 3974.482910
	Iteration 11Q: 3 clusters Score -1.873419e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 203558 members 
Entering Unmasked Estep 
Score: -18734506.000000 Penalty: 3974.482910
	Iteration 12Q: 3 clusters Score -1.873451e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 203504 members 
Entering Unmasked Estep 
Score: -18734744.000000 Penalty: 3974.482910
	Iteration 13Q: 3 clusters Score -1.873474e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 203441 members 
Entering Unmasked Estep 
Score: -18734890.000000 Penalty: 3974.482910
	Iteration 14Q: 3 clusters Score -1.873489e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 203408 members 
Entering Unmasked Estep 
Score: -18735034.000000 Penalty: 3974.482910
	Iteration 15Q: 3 clusters Score -1.873503e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 203375 members 
Entering Unmasked Estep 
Score: -18735076.000000 Penalty: 3974.482910
	Iteration 16Q: 3 clusters Score -1.873508e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 203357 members 
Entering Unmasked Estep 
Score: -18735102.000000 Penalty: 3974.482910
	Iteration 17Q: 3 clusters Score -1.87351e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 203328 members 
Entering Unmasked Estep 
Score: -18735164.000000 Penalty: 3974.482910
	Iteration 18Q: 3 clusters Score -1.873516e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 203283 members 
Entering Unmasked Estep 
Score: -18735196.000000 Penalty: 3974.482910
	Iteration 19Q: 3 clusters Score -1.87352e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 203260 members 
Entering Unmasked Estep 
Score: -18735232.000000 Penalty: 3974.482910
	Iteration 20F: 3 clusters Score -1.873523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 203240 members 
Entering Unmasked Estep 
Score: -18735268.000000 Penalty: 3974.482910
	Iteration 21Q: 3 clusters Score -1.873527e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 203206 members 
Entering Unmasked Estep 
Score: -18735244.000000 Penalty: 3974.482910
	Iteration 22Q: 3 clusters Score -1.873524e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 203194 members 
Entering Unmasked Estep 
Score: -18735254.000000 Penalty: 3974.482910
	Iteration 23Q: 3 clusters Score -1.873525e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 203178 members 
Entering Unmasked Estep 
Score: -18735248.000000 Penalty: 3974.482910
	Iteration 24Q: 3 clusters Score -1.873525e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 203168 members 
Entering Unmasked Estep 
Score: -18735262.000000 Penalty: 3974.482910
	Iteration 25Q: 3 clusters Score -1.873526e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 203157 members 
Entering Unmasked Estep 
Score: -18735276.000000 Penalty: 3974.482910
	Iteration 26Q: 3 clusters Score -1.873528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 203148 members 
Entering Unmasked Estep 
Score: -18735290.000000 Penalty: 3974.482910
	Iteration 27Q: 3 clusters Score -1.873529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 203138 members 
Entering Unmasked Estep 
Score: -18735290.000000 Penalty: 3974.482910
	Iteration 28Q: 3 clusters Score -1.873529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 203129 members 
Entering Unmasked Estep 
Score: -18735310.000000 Penalty: 3974.482910
	Iteration 29Q: 3 clusters Score -1.873531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 203123 members 
Entering Unmasked Estep 
Score: -18735308.000000 Penalty: 3974.482910
	Iteration 30Q: 3 clusters Score -1.873531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 203116 members 
Entering Unmasked Estep 
Score: -18735310.000000 Penalty: 3974.482910
	Iteration 31Q: 3 clusters Score -1.873531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 203110 members 
Entering Unmasked Estep 
Score: -18735330.000000 Penalty: 3974.482910
	Iteration 32Q: 3 clusters Score -1.873533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 203107 members 
Entering Unmasked Estep 
Score: -18735324.000000 Penalty: 3974.482910
	Iteration 33Q: 3 clusters Score -1.873532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 203104 members 
Entering Unmasked Estep 
Score: -18735342.000000 Penalty: 3974.482910
	Iteration 34Q: 3 clusters Score -1.873534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 203101 members 
Entering Unmasked Estep 
Score: -18735336.000000 Penalty: 3974.482910
	Iteration 35Q: 3 clusters Score -1.873534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 203103 members 
Entering Unmasked Estep 
Score: -18735332.000000 Penalty: 3974.482910
	Iteration 36Q: 3 clusters Score -1.873533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 203101 members 
Entering Unmasked Estep 
Score: -18735334.000000 Penalty: 3974.482910
	Iteration 37Q: 3 clusters Score -1.873533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 203099 members 
Entering Unmasked Estep 
Score: -18735330.000000 Penalty: 3974.482910
	Iteration 38Q: 3 clusters Score -1.873533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 203096 members 
Entering Unmasked Estep 
Score: -18735324.000000 Penalty: 3974.482910
	Iteration 39Q: 3 clusters Score -1.873532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 203097 members 
Entering Unmasked Estep 
Score: -18735332.000000 Penalty: 3974.482910
	Iteration 40F: 3 clusters Score -1.873533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Entering Unmasked Estep 
Score: -3652677.750000 Penalty: 1709.407227
	Iteration 0F: 2 clusters Score -3652678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -3627924.000000 Penalty: 3418.814453
	Iteration 0F: 3 clusters Score -3627924 nChanged 17286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3637693.000000 Penalty: 3418.814453
	Iteration 1F: 3 clusters Score -3637693 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3638377.750000 Penalty: 3418.814453
	Iteration 2Q: 3 clusters Score -3638378 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3639155.500000 Penalty: 3418.814453
	Iteration 3F: 3 clusters Score -3639156 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3640050.750000 Penalty: 3418.814453
	Iteration 4F: 3 clusters Score -3640051 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3641139.750000 Penalty: 3418.814453
	Iteration 5F: 3 clusters Score -3641140 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3642567.250000 Penalty: 3418.814453
	Iteration 6F: 3 clusters Score -3642567 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3644361.000000 Penalty: 3418.814453
	Iteration 7F: 3 clusters Score -3644361 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3646336.250000 Penalty: 3418.814453
	Iteration 8F: 3 clusters Score -3646336 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -3648209.750000 Penalty: 3418.814453
	Iteration 9F: 3 clusters Score -3648210 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3649716.250000 Penalty: 3418.814453
	Iteration 10Q: 3 clusters Score -3649716 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3650722.750000 Penalty: 3418.814453
	Iteration 11Q: 3 clusters Score -3650723 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3651309.250000 Penalty: 3418.814453
	Iteration 12Q: 3 clusters Score -3651309 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3651578.250000 Penalty: 3418.814453
	Iteration 13Q: 3 clusters Score -3651578 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3651699.500000 Penalty: 3418.814453
	Iteration 14Q: 3 clusters Score -3651700 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3651779.500000 Penalty: 3418.814453
	Iteration 15Q: 3 clusters Score -3651780 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3651827.500000 Penalty: 3418.814453
	Iteration 16Q: 3 clusters Score -3651828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3651879.000000 Penalty: 3418.814453
	Iteration 17Q: 3 clusters Score -3651879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3651906.250000 Penalty: 3418.814453
	Iteration 18Q: 3 clusters Score -3651906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3651912.750000 Penalty: 3418.814453
	Iteration 19Q: 3 clusters Score -3651913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3651925.250000 Penalty: 3418.814453
	Iteration 20F: 3 clusters Score -3651925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3651934.750000 Penalty: 3418.814453
	Iteration 21Q: 3 clusters Score -3651935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3651943.000000 Penalty: 3418.814453
	Iteration 22Q: 3 clusters Score -3651943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3651945.000000 Penalty: 3418.814453
	Iteration 23Q: 3 clusters Score -3651945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3651944.750000 Penalty: 3418.814453
	Iteration 24Q: 3 clusters Score -3651945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3651957.250000 Penalty: 3418.814453
	Iteration 25Q: 3 clusters Score -3651957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3651959.750000 Penalty: 3418.814453
	Iteration 26Q: 3 clusters Score -3651960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3651956.250000 Penalty: 3418.814453
	Iteration 27Q: 3 clusters Score -3651956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3651961.000000 Penalty: 3418.814453
	Iteration 28Q: 3 clusters Score -3651961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3651970.500000 Penalty: 3418.814453
	Iteration 29Q: 3 clusters Score -3651970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3651972.000000 Penalty: 3418.814453
	Iteration 30Q: 3 clusters Score -3651972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3651976.750000 Penalty: 3418.814453
	Iteration 31Q: 3 clusters Score -3651977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3651980.500000 Penalty: 3418.814453
	Iteration 32Q: 3 clusters Score -3651980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3651981.250000 Penalty: 3418.814453
	Iteration 33Q: 3 clusters Score -3651981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3651979.250000 Penalty: 3418.814453
	Iteration 34Q: 3 clusters Score -3651979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3651979.250000 Penalty: 3418.814453
	Iteration 35F: 3 clusters Score -3651979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Entering Unmasked Estep 
Score: -869024.250000 Penalty: 1485.219238
	Iteration 0F: 2 clusters Score -869024.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -862394.250000 Penalty: 2970.438477
	Iteration 0F: 3 clusters Score -862394.2 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -864516.312500 Penalty: 2970.438477
	Iteration 1F: 3 clusters Score -864516.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -864768.000000 Penalty: 2970.438477
	Iteration 2F: 3 clusters Score -864768 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -864951.687500 Penalty: 2970.438477
	Iteration 3Q: 3 clusters Score -864951.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -865102.937500 Penalty: 2970.438477
	Iteration 4Q: 3 clusters Score -865102.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -865242.937500 Penalty: 2970.438477
	Iteration 5Q: 3 clusters Score -865242.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -865375.000000 Penalty: 2970.438477
	Iteration 6Q: 3 clusters Score -865375 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -865520.875000 Penalty: 2970.438477
	Iteration 7Q: 3 clusters Score -865520.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -865715.875000 Penalty: 2970.438477
	Iteration 8Q: 3 clusters Score -865715.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -865923.250000 Penalty: 2970.438477
	Iteration 9Q: 3 clusters Score -865923.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -866138.812500 Penalty: 2970.438477
	Iteration 10Q: 3 clusters Score -866138.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -866380.750000 Penalty: 2970.438477
	Iteration 11Q: 3 clusters Score -866380.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -866658.437500 Penalty: 2970.438477
	Iteration 12Q: 3 clusters Score -866658.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -866932.250000 Penalty: 2970.438477
	Iteration 13Q: 3 clusters Score -866932.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -867156.250000 Penalty: 2970.438477
	Iteration 14Q: 3 clusters Score -867156.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -867343.937500 Penalty: 2970.438477
	Iteration 15Q: 3 clusters Score -867343.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -867484.750000 Penalty: 2970.438477
	Iteration 16Q: 3 clusters Score -867484.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -867576.937500 Penalty: 2970.438477
	Iteration 17Q: 3 clusters Score -867576.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -867625.000000 Penalty: 2970.438477
	Iteration 18Q: 3 clusters Score -867625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -867669.187500 Penalty: 2970.438477
	Iteration 19Q: 3 clusters Score -867669.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -867700.812500 Penalty: 2970.438477
	Iteration 20F: 3 clusters Score -867700.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -867714.687500 Penalty: 2970.438477
	Iteration 21Q: 3 clusters Score -867714.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -867723.625000 Penalty: 2970.438477
	Iteration 22Q: 3 clusters Score -867723.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -867735.687500 Penalty: 2970.438477
	Iteration 23Q: 3 clusters Score -867735.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -867742.750000 Penalty: 2970.438477
	Iteration 24Q: 3 clusters Score -867742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -867747.687500 Penalty: 2970.438477
	Iteration 25Q: 3 clusters Score -867747.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -867750.875000 Penalty: 2970.438477
	Iteration 26Q: 3 clusters Score -867750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -867753.125000 Penalty: 2970.438477
	Iteration 27Q: 3 clusters Score -867753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -867754.187500 Penalty: 2970.438477
	Iteration 28Q: 3 clusters Score -867754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -867755.687500 Penalty: 2970.438477
	Iteration 29Q: 3 clusters Score -867755.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -867755.687500 Penalty: 2970.438477
	Iteration 30F: 3 clusters Score -867755.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Entering Unmasked Estep 
Score: -6025981.000000 Penalty: 1803.857666
	Iteration 0F: 2 clusters Score -6025981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -5981622.500000 Penalty: 3607.715332
	Iteration 0F: 3 clusters Score -5981622 nChanged 31268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -5999377.500000 Penalty: 3607.715332
	Iteration 1F: 3 clusters Score -5999378 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -6000306.000000 Penalty: 3607.715332
	Iteration 2Q: 3 clusters Score -6000306 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -6001949.500000 Penalty: 3607.715332
	Iteration 3Q: 3 clusters Score -6001950 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -6004598.500000 Penalty: 3607.715332
	Iteration 4F: 3 clusters Score -6004598 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -6008594.000000 Penalty: 3607.715332
	Iteration 5F: 3 clusters Score -6008594 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -6013407.500000 Penalty: 3607.715332
	Iteration 6F: 3 clusters Score -6013408 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -6017345.500000 Penalty: 3607.715332
	Iteration 7F: 3 clusters Score -6017346 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -6019896.500000 Penalty: 3607.715332
	Iteration 8Q: 3 clusters Score -6019896 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -6021490.500000 Penalty: 3607.715332
	Iteration 9Q: 3 clusters Score -6021490 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -6022580.000000 Penalty: 3607.715332
	Iteration 10Q: 3 clusters Score -6022580 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -6023271.000000 Penalty: 3607.715332
	Iteration 11Q: 3 clusters Score -6023271 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6023666.500000 Penalty: 3607.715332
	Iteration 12Q: 3 clusters Score -6023666 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6023944.500000 Penalty: 3607.715332
	Iteration 13Q: 3 clusters Score -6023944 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6024104.500000 Penalty: 3607.715332
	Iteration 14Q: 3 clusters Score -6024104 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6024236.500000 Penalty: 3607.715332
	Iteration 15Q: 3 clusters Score -6024236 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6024323.500000 Penalty: 3607.715332
	Iteration 16Q: 3 clusters Score -6024324 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6024377.000000 Penalty: 3607.715332
	Iteration 17Q: 3 clusters Score -6024377 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64802 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6024411.500000 Penalty: 3607.715332
	Iteration 18Q: 3 clusters Score -6024412 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6024438.500000 Penalty: 3607.715332
	Iteration 19Q: 3 clusters Score -6024438 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6024491.000000 Penalty: 3607.715332
	Iteration 20F: 3 clusters Score -6024491 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6024515.500000 Penalty: 3607.715332
	Iteration 21Q: 3 clusters Score -6024516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6024535.500000 Penalty: 3607.715332
	Iteration 22Q: 3 clusters Score -6024536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6024545.500000 Penalty: 3607.715332
	Iteration 23Q: 3 clusters Score -6024546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6024583.000000 Penalty: 3607.715332
	Iteration 24Q: 3 clusters Score -6024583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6024595.000000 Penalty: 3607.715332
	Iteration 25Q: 3 clusters Score -6024595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6024609.500000 Penalty: 3607.715332
	Iteration 26Q: 3 clusters Score -6024610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6024620.500000 Penalty: 3607.715332
	Iteration 27Q: 3 clusters Score -6024620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6024635.000000 Penalty: 3607.715332
	Iteration 28Q: 3 clusters Score -6024635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6024637.500000 Penalty: 3607.715332
	Iteration 29Q: 3 clusters Score -6024638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6024642.000000 Penalty: 3607.715332
	Iteration 30Q: 3 clusters Score -6024642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6024648.500000 Penalty: 3607.715332
	Iteration 31Q: 3 clusters Score -6024648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6024647.000000 Penalty: 3607.715332
	Iteration 32Q: 3 clusters Score -6024647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6024652.000000 Penalty: 3607.715332
	Iteration 33Q: 3 clusters Score -6024652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6024657.500000 Penalty: 3607.715332
	Iteration 34Q: 3 clusters Score -6024658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6024654.000000 Penalty: 3607.715332
	Iteration 35Q: 3 clusters Score -6024654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6024660.500000 Penalty: 3607.715332
	Iteration 36Q: 3 clusters Score -6024660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6024657.000000 Penalty: 3607.715332
	Iteration 37Q: 3 clusters Score -6024657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6024652.000000 Penalty: 3607.715332
	Iteration 38Q: 3 clusters Score -6024652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6024655.000000 Penalty: 3607.715332
	Iteration 39Q: 3 clusters Score -6024655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6024656.500000 Penalty: 3607.715332
	Iteration 40F: 3 clusters Score -6024656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6024655.500000 Penalty: 3607.715332
	Iteration 41Q: 3 clusters Score -6024656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6024654.500000 Penalty: 3607.715332
	Iteration 42Q: 3 clusters Score -6024654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6024657.500000 Penalty: 3607.715332
	Iteration 43Q: 3 clusters Score -6024658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6024657.500000 Penalty: 3607.715332
	Iteration 44F: 3 clusters Score -6024658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Entering Unmasked Estep 
Score: -721224.500000 Penalty: 1462.116943
	Iteration 0F: 2 clusters Score -721224.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -715310.500000 Penalty: 2924.233887
	Iteration 0F: 3 clusters Score -715310.5 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -717209.375000 Penalty: 2924.233887
	Iteration 1F: 3 clusters Score -717209.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -717496.500000 Penalty: 2924.233887
	Iteration 2F: 3 clusters Score -717496.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -717772.875000 Penalty: 2924.233887
	Iteration 3F: 3 clusters Score -717772.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -718027.687500 Penalty: 2924.233887
	Iteration 4F: 3 clusters Score -718027.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -718222.375000 Penalty: 2924.233887
	Iteration 5Q: 3 clusters Score -718222.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -718382.062500 Penalty: 2924.233887
	Iteration 6Q: 3 clusters Score -718382.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -718542.500000 Penalty: 2924.233887
	Iteration 7Q: 3 clusters Score -718542.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -718718.875000 Penalty: 2924.233887
	Iteration 8Q: 3 clusters Score -718718.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -718870.750000 Penalty: 2924.233887
	Iteration 9Q: 3 clusters Score -718870.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -719007.750000 Penalty: 2924.233887
	Iteration 10Q: 3 clusters Score -719007.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -719124.875000 Penalty: 2924.233887
	Iteration 11Q: 3 clusters Score -719124.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -719227.312500 Penalty: 2924.233887
	Iteration 12Q: 3 clusters Score -719227.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -719330.437500 Penalty: 2924.233887
	Iteration 13Q: 3 clusters Score -719330.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -719454.875000 Penalty: 2924.233887
	Iteration 14Q: 3 clusters Score -719454.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -719559.625000 Penalty: 2924.233887
	Iteration 15Q: 3 clusters Score -719559.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -719674.062500 Penalty: 2924.233887
	Iteration 16Q: 3 clusters Score -719674.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -719791.125000 Penalty: 2924.233887
	Iteration 17Q: 3 clusters Score -719791.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -719883.125000 Penalty: 2924.233887
	Iteration 18Q: 3 clusters Score -719883.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -719952.562500 Penalty: 2924.233887
	Iteration 19Q: 3 clusters Score -719952.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -719990.000000 Penalty: 2924.233887
	Iteration 20F: 3 clusters Score -719990 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -720019.062500 Penalty: 2924.233887
	Iteration 21Q: 3 clusters Score -720019.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -720048.312500 Penalty: 2924.233887
	Iteration 22Q: 3 clusters Score -720048.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -720067.687500 Penalty: 2924.233887
	Iteration 23Q: 3 clusters Score -720067.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -720089.437500 Penalty: 2924.233887
	Iteration 24Q: 3 clusters Score -720089.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -720097.875000 Penalty: 2924.233887
	Iteration 25Q: 3 clusters Score -720097.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -720108.000000 Penalty: 2924.233887
	Iteration 26Q: 3 clusters Score -720108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -720115.375000 Penalty: 2924.233887
	Iteration 27Q: 3 clusters Score -720115.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -720118.312500 Penalty: 2924.233887
	Iteration 28Q: 3 clusters Score -720118.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -720124.875000 Penalty: 2924.233887
	Iteration 29Q: 3 clusters Score -720124.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -720126.812500 Penalty: 2924.233887
	Iteration 30Q: 3 clusters Score -720126.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -720131.500000 Penalty: 2924.233887
	Iteration 31Q: 3 clusters Score -720131.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -720136.437500 Penalty: 2924.233887
	Iteration 32Q: 3 clusters Score -720136.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -720137.812500 Penalty: 2924.233887
	Iteration 33Q: 3 clusters Score -720137.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -720138.562500 Penalty: 2924.233887
	Iteration 34Q: 3 clusters Score -720138.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -720145.500000 Penalty: 2924.233887
	Iteration 35Q: 3 clusters Score -720145.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -720151.000000 Penalty: 2924.233887
	Iteration 36Q: 3 clusters Score -720151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -720154.687500 Penalty: 2924.233887
	Iteration 37Q: 3 clusters Score -720154.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -720158.062500 Penalty: 2924.233887
	Iteration 38Q: 3 clusters Score -720158.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -720162.437500 Penalty: 2924.233887
	Iteration 39Q: 3 clusters Score -720162.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -720162.687500 Penalty: 2924.233887
	Iteration 40F: 3 clusters Score -720162.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -720164.937500 Penalty: 2924.233887
	Iteration 41Q: 3 clusters Score -720164.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -720165.375000 Penalty: 2924.233887
	Iteration 42Q: 3 clusters Score -720165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -720165.687500 Penalty: 2924.233887
	Iteration 43Q: 3 clusters Score -720165.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -720166.625000 Penalty: 2924.233887
	Iteration 44Q: 3 clusters Score -720166.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -720167.750000 Penalty: 2924.233887
	Iteration 45Q: 3 clusters Score -720167.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -720170.625000 Penalty: 2924.233887
	Iteration 46Q: 3 clusters Score -720170.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -720172.500000 Penalty: 2924.233887
	Iteration 47Q: 3 clusters Score -720172.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -720174.125000 Penalty: 2924.233887
	Iteration 48Q: 3 clusters Score -720174.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -720175.437500 Penalty: 2924.233887
	Iteration 49Q: 3 clusters Score -720175.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -720179.562500 Penalty: 2924.233887
	Iteration 50Q: 3 clusters Score -720179.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -720182.812500 Penalty: 2924.233887
	Iteration 51Q: 3 clusters Score -720182.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -720188.625000 Penalty: 2924.233887
	Iteration 52Q: 3 clusters Score -720188.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -720194.687500 Penalty: 2924.233887
	Iteration 53Q: 3 clusters Score -720194.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -720211.000000 Penalty: 2924.233887
	Iteration 54Q: 3 clusters Score -720211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -720221.750000 Penalty: 2924.233887
	Iteration 55Q: 3 clusters Score -720221.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -720237.562500 Penalty: 2924.233887
	Iteration 56Q: 3 clusters Score -720237.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -720256.000000 Penalty: 2924.233887
	Iteration 57Q: 3 clusters Score -720256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -720281.812500 Penalty: 2924.233887
	Iteration 58Q: 3 clusters Score -720281.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -720319.812500 Penalty: 2924.233887
	Iteration 59Q: 3 clusters Score -720319.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -720367.687500 Penalty: 2924.233887
	Iteration 60F: 3 clusters Score -720367.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -720428.750000 Penalty: 2924.233887
	Iteration 61Q: 3 clusters Score -720428.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -720523.562500 Penalty: 2924.233887
	Iteration 62Q: 3 clusters Score -720523.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -720643.062500 Penalty: 2924.233887
	Iteration 63Q: 3 clusters Score -720643.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -720749.375000 Penalty: 2924.233887
	Iteration 64Q: 3 clusters Score -720749.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -720819.062500 Penalty: 2924.233887
	Iteration 65Q: 3 clusters Score -720819.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -720851.937500 Penalty: 2924.233887
	Iteration 66Q: 3 clusters Score -720851.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -720865.062500 Penalty: 2924.233887
	Iteration 67Q: 3 clusters Score -720865.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -720868.187500 Penalty: 2924.233887
	Iteration 68Q: 3 clusters Score -720868.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -720872.687500 Penalty: 2924.233887
	Iteration 69Q: 3 clusters Score -720872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -720872.750000 Penalty: 2924.233887
	Iteration 70Q: 3 clusters Score -720872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -720874.375000 Penalty: 2924.233887
	Iteration 71Q: 3 clusters Score -720874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -720875.000000 Penalty: 2924.233887
	Iteration 72Q: 3 clusters Score -720875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -720876.687500 Penalty: 2924.233887
	Iteration 73Q: 3 clusters Score -720876.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -720877.000000 Penalty: 2924.233887
	Iteration 74Q: 3 clusters Score -720877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -720878.437500 Penalty: 2924.233887
	Iteration 75Q: 3 clusters Score -720878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -720878.875000 Penalty: 2924.233887
	Iteration 76Q: 3 clusters Score -720878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -720878.875000 Penalty: 2924.233887
	Iteration 77F: 3 clusters Score -720878.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -143659.093750 Penalty: 1195.291626
	Iteration 0F: 2 clusters Score -143659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -141848.250000 Penalty: 2390.583252
	Iteration 0F: 3 clusters Score -141848.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -142189.781250 Penalty: 2390.583252
	Iteration 1F: 3 clusters Score -142189.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -142286.203125 Penalty: 2390.583252
	Iteration 2F: 3 clusters Score -142286.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -142348.453125 Penalty: 2390.583252
	Iteration 3Q: 3 clusters Score -142348.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -142391.093750 Penalty: 2390.583252
	Iteration 4Q: 3 clusters Score -142391.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142419.515625 Penalty: 2390.583252
	Iteration 5Q: 3 clusters Score -142419.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -142437.828125 Penalty: 2390.583252
	Iteration 6Q: 3 clusters Score -142437.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -142446.390625 Penalty: 2390.583252
	Iteration 7Q: 3 clusters Score -142446.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -142451.625000 Penalty: 2390.583252
	Iteration 8Q: 3 clusters Score -142451.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -142456.484375 Penalty: 2390.583252
	Iteration 9Q: 3 clusters Score -142456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -142459.000000 Penalty: 2390.583252
	Iteration 10Q: 3 clusters Score -142459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142461.734375 Penalty: 2390.583252
	Iteration 11Q: 3 clusters Score -142461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -142462.531250 Penalty: 2390.583252
	Iteration 12Q: 3 clusters Score -142462.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -142463.703125 Penalty: 2390.583252
	Iteration 13Q: 3 clusters Score -142463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -142464.734375 Penalty: 2390.583252
	Iteration 14Q: 3 clusters Score -142464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -142465.156250 Penalty: 2390.583252
	Iteration 15Q: 3 clusters Score -142465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -142465.156250 Penalty: 2390.583252
	Iteration 16F: 3 clusters Score -142465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Entering Unmasked Estep 
Score: -1539379.125000 Penalty: 1580.140503
	Iteration 0F: 2 clusters Score -1539379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1527892.000000 Penalty: 3160.281006
	Iteration 0F: 3 clusters Score -1527892 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1531949.250000 Penalty: 3160.281006
	Iteration 1F: 3 clusters Score -1531949 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1532346.375000 Penalty: 3160.281006
	Iteration 2F: 3 clusters Score -1532346 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1532771.250000 Penalty: 3160.281006
	Iteration 3F: 3 clusters Score -1532771 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1533239.000000 Penalty: 3160.281006
	Iteration 4F: 3 clusters Score -1533239 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1533750.375000 Penalty: 3160.281006
	Iteration 5F: 3 clusters Score -1533750 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1534246.000000 Penalty: 3160.281006
	Iteration 6F: 3 clusters Score -1534246 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1534648.500000 Penalty: 3160.281006
	Iteration 7F: 3 clusters Score -1534648 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1535032.625000 Penalty: 3160.281006
	Iteration 8Q: 3 clusters Score -1535033 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1535442.625000 Penalty: 3160.281006
	Iteration 9Q: 3 clusters Score -1535443 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1535827.750000 Penalty: 3160.281006
	Iteration 10Q: 3 clusters Score -1535828 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1536282.500000 Penalty: 3160.281006
	Iteration 11Q: 3 clusters Score -1536282 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1536691.375000 Penalty: 3160.281006
	Iteration 12Q: 3 clusters Score -1536691 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1537063.250000 Penalty: 3160.281006
	Iteration 13Q: 3 clusters Score -1537063 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1537375.000000 Penalty: 3160.281006
	Iteration 14Q: 3 clusters Score -1537375 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1537613.125000 Penalty: 3160.281006
	Iteration 15Q: 3 clusters Score -1537613 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1537768.500000 Penalty: 3160.281006
	Iteration 16Q: 3 clusters Score -1537768 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1537872.125000 Penalty: 3160.281006
	Iteration 17Q: 3 clusters Score -1537872 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1537942.000000 Penalty: 3160.281006
	Iteration 18Q: 3 clusters Score -1537942 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1537983.500000 Penalty: 3160.281006
	Iteration 19Q: 3 clusters Score -1537984 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1538026.750000 Penalty: 3160.281006
	Iteration 20F: 3 clusters Score -1538027 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1538057.625000 Penalty: 3160.281006
	Iteration 21Q: 3 clusters Score -1538058 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1538085.875000 Penalty: 3160.281006
	Iteration 22Q: 3 clusters Score -1538086 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1538111.625000 Penalty: 3160.281006
	Iteration 23Q: 3 clusters Score -1538112 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1538133.750000 Penalty: 3160.281006
	Iteration 24Q: 3 clusters Score -1538134 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1538163.250000 Penalty: 3160.281006
	Iteration 25Q: 3 clusters Score -1538163 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1538180.500000 Penalty: 3160.281006
	Iteration 26Q: 3 clusters Score -1538180 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1538205.875000 Penalty: 3160.281006
	Iteration 27Q: 3 clusters Score -1538206 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1538226.375000 Penalty: 3160.281006
	Iteration 28Q: 3 clusters Score -1538226 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1538243.750000 Penalty: 3160.281006
	Iteration 29Q: 3 clusters Score -1538244 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1538258.375000 Penalty: 3160.281006
	Iteration 30Q: 3 clusters Score -1538258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1538263.875000 Penalty: 3160.281006
	Iteration 31Q: 3 clusters Score -1538264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1538272.250000 Penalty: 3160.281006
	Iteration 32Q: 3 clusters Score -1538272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1538279.375000 Penalty: 3160.281006
	Iteration 33Q: 3 clusters Score -1538279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1538282.750000 Penalty: 3160.281006
	Iteration 34Q: 3 clusters Score -1538283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1538283.625000 Penalty: 3160.281006
	Iteration 35Q: 3 clusters Score -1538284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1538282.750000 Penalty: 3160.281006
	Iteration 36Q: 3 clusters Score -1538283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1538287.875000 Penalty: 3160.281006
	Iteration 37Q: 3 clusters Score -1538288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1538285.750000 Penalty: 3160.281006
	Iteration 38Q: 3 clusters Score -1538286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1538292.750000 Penalty: 3160.281006
	Iteration 39Q: 3 clusters Score -1538293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1538297.250000 Penalty: 3160.281006
	Iteration 40F: 3 clusters Score -1538297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1538299.250000 Penalty: 3160.281006
	Iteration 41Q: 3 clusters Score -1538299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1538305.750000 Penalty: 3160.281006
	Iteration 42Q: 3 clusters Score -1538306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1538301.875000 Penalty: 3160.281006
	Iteration 43Q: 3 clusters Score -1538302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1538305.625000 Penalty: 3160.281006
	Iteration 44Q: 3 clusters Score -1538306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1538307.500000 Penalty: 3160.281006
	Iteration 45Q: 3 clusters Score -1538308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1538309.375000 Penalty: 3160.281006
	Iteration 46Q: 3 clusters Score -1538309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1538312.750000 Penalty: 3160.281006
	Iteration 47Q: 3 clusters Score -1538313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1538313.125000 Penalty: 3160.281006
	Iteration 48Q: 3 clusters Score -1538313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1538318.500000 Penalty: 3160.281006
	Iteration 49Q: 3 clusters Score -1538318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1538324.125000 Penalty: 3160.281006
	Iteration 50Q: 3 clusters Score -1538324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1538328.250000 Penalty: 3160.281006
	Iteration 51Q: 3 clusters Score -1538328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1538331.000000 Penalty: 3160.281006
	Iteration 52Q: 3 clusters Score -1538331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1538336.625000 Penalty: 3160.281006
	Iteration 53Q: 3 clusters Score -1538337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1538338.375000 Penalty: 3160.281006
	Iteration 54Q: 3 clusters Score -1538338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1538337.875000 Penalty: 3160.281006
	Iteration 55Q: 3 clusters Score -1538338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1538337.250000 Penalty: 3160.281006
	Iteration 56Q: 3 clusters Score -1538337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1538333.000000 Penalty: 3160.281006
	Iteration 57Q: 3 clusters Score -1538333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1538338.500000 Penalty: 3160.281006
	Iteration 58Q: 3 clusters Score -1538338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1538339.125000 Penalty: 3160.281006
	Iteration 59Q: 3 clusters Score -1538339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1538344.500000 Penalty: 3160.281006
	Iteration 60F: 3 clusters Score -1538344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1538344.125000 Penalty: 3160.281006
	Iteration 61Q: 3 clusters Score -1538344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1538343.500000 Penalty: 3160.281006
	Iteration 62Q: 3 clusters Score -1538344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1538343.000000 Penalty: 3160.281006
	Iteration 63Q: 3 clusters Score -1538343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1538344.375000 Penalty: 3160.281006
	Iteration 64Q: 3 clusters Score -1538344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1538344.375000 Penalty: 3160.281006
	Iteration 65F: 3 clusters Score -1538344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -135511.468750 Penalty: 1187.093140
	Iteration 0F: 2 clusters Score -135511.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -133761.640625 Penalty: 2374.186279
	Iteration 0F: 3 clusters Score -133761.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -134081.796875 Penalty: 2374.186279
	Iteration 1F: 3 clusters Score -134081.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -134156.390625 Penalty: 2374.186279
	Iteration 2F: 3 clusters Score -134156.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134201.671875 Penalty: 2374.186279
	Iteration 3Q: 3 clusters Score -134201.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -134234.187500 Penalty: 2374.186279
	Iteration 4Q: 3 clusters Score -134234.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134259.156250 Penalty: 2374.186279
	Iteration 5Q: 3 clusters Score -134259.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -134276.593750 Penalty: 2374.186279
	Iteration 6Q: 3 clusters Score -134276.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -134285.828125 Penalty: 2374.186279
	Iteration 7Q: 3 clusters Score -134285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -134296.656250 Penalty: 2374.186279
	Iteration 8Q: 3 clusters Score -134296.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -134302.890625 Penalty: 2374.186279
	Iteration 9Q: 3 clusters Score -134302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -134307.187500 Penalty: 2374.186279
	Iteration 10Q: 3 clusters Score -134307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -134309.718750 Penalty: 2374.186279
	Iteration 11Q: 3 clusters Score -134309.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -134313.125000 Penalty: 2374.186279
	Iteration 12Q: 3 clusters Score -134313.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -134319.093750 Penalty: 2374.186279
	Iteration 13Q: 3 clusters Score -134319.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -134325.000000 Penalty: 2374.186279
	Iteration 14Q: 3 clusters Score -134325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -134329.015625 Penalty: 2374.186279
	Iteration 15Q: 3 clusters Score -134329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134330.671875 Penalty: 2374.186279
	Iteration 16Q: 3 clusters Score -134330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -134332.296875 Penalty: 2374.186279
	Iteration 17Q: 3 clusters Score -134332.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -134334.265625 Penalty: 2374.186279
	Iteration 18Q: 3 clusters Score -134334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134334.390625 Penalty: 2374.186279
	Iteration 19Q: 3 clusters Score -134334.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134334.390625 Penalty: 2374.186279
	Iteration 20F: 3 clusters Score -134334.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -123338.664062 Penalty: 1186.874512
	Iteration 0F: 2 clusters Score -123338.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -121602.203125 Penalty: 2373.749023
	Iteration 0F: 3 clusters Score -121602.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -122031.617188 Penalty: 2373.749023
	Iteration 1F: 3 clusters Score -122031.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -122232.257812 Penalty: 2373.749023
	Iteration 2F: 3 clusters Score -122232.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122441.375000 Penalty: 2373.749023
	Iteration 3F: 3 clusters Score -122441.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -122668.390625 Penalty: 2373.749023
	Iteration 4F: 3 clusters Score -122668.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -122828.984375 Penalty: 2373.749023
	Iteration 5F: 3 clusters Score -122829 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -122906.820312 Penalty: 2373.749023
	Iteration 6Q: 3 clusters Score -122906.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -122970.679688 Penalty: 2373.749023
	Iteration 7Q: 3 clusters Score -122970.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -123011.882812 Penalty: 2373.749023
	Iteration 8Q: 3 clusters Score -123011.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -123035.101562 Penalty: 2373.749023
	Iteration 9Q: 3 clusters Score -123035.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -123043.398438 Penalty: 2373.749023
	Iteration 10Q: 3 clusters Score -123043.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -123053.742188 Penalty: 2373.749023
	Iteration 11Q: 3 clusters Score -123053.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -123060.398438 Penalty: 2373.749023
	Iteration 12Q: 3 clusters Score -123060.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -123065.859375 Penalty: 2373.749023
	Iteration 13Q: 3 clusters Score -123065.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -123071.640625 Penalty: 2373.749023
	Iteration 14Q: 3 clusters Score -123071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -123075.070312 Penalty: 2373.749023
	Iteration 15Q: 3 clusters Score -123075.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -123075.757812 Penalty: 2373.749023
	Iteration 16Q: 3 clusters Score -123075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -123075.757812 Penalty: 2373.749023
	Iteration 17F: 3 clusters Score -123075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Entering Unmasked Estep 
Score: -732212.625000 Penalty: 1469.158325
	Iteration 0F: 2 clusters Score -732212.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -726097.750000 Penalty: 2938.316650
	Iteration 0F: 3 clusters Score -726097.8 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -728181.125000 Penalty: 2938.316650
	Iteration 1F: 3 clusters Score -728181.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -728532.500000 Penalty: 2938.316650
	Iteration 2F: 3 clusters Score -728532.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -728949.000000 Penalty: 2938.316650
	Iteration 3F: 3 clusters Score -728949 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -729365.750000 Penalty: 2938.316650
	Iteration 4F: 3 clusters Score -729365.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -729825.000000 Penalty: 2938.316650
	Iteration 5F: 3 clusters Score -729825 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -730243.562500 Penalty: 2938.316650
	Iteration 6F: 3 clusters Score -730243.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -730557.562500 Penalty: 2938.316650
	Iteration 7F: 3 clusters Score -730557.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -730774.875000 Penalty: 2938.316650
	Iteration 8Q: 3 clusters Score -730774.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -730909.187500 Penalty: 2938.316650
	Iteration 9Q: 3 clusters Score -730909.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -730985.312500 Penalty: 2938.316650
	Iteration 10Q: 3 clusters Score -730985.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -731037.062500 Penalty: 2938.316650
	Iteration 11Q: 3 clusters Score -731037.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -731075.187500 Penalty: 2938.316650
	Iteration 12Q: 3 clusters Score -731075.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -731099.312500 Penalty: 2938.316650
	Iteration 13Q: 3 clusters Score -731099.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -731116.687500 Penalty: 2938.316650
	Iteration 14Q: 3 clusters Score -731116.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -731132.000000 Penalty: 2938.316650
	Iteration 15Q: 3 clusters Score -731132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -731146.625000 Penalty: 2938.316650
	Iteration 16Q: 3 clusters Score -731146.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -731164.750000 Penalty: 2938.316650
	Iteration 17Q: 3 clusters Score -731164.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -731176.375000 Penalty: 2938.316650
	Iteration 18Q: 3 clusters Score -731176.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -731190.187500 Penalty: 2938.316650
	Iteration 19Q: 3 clusters Score -731190.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -731209.812500 Penalty: 2938.316650
	Iteration 20F: 3 clusters Score -731209.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -731230.500000 Penalty: 2938.316650
	Iteration 21Q: 3 clusters Score -731230.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -731251.312500 Penalty: 2938.316650
	Iteration 22Q: 3 clusters Score -731251.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -731268.562500 Penalty: 2938.316650
	Iteration 23Q: 3 clusters Score -731268.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -731282.625000 Penalty: 2938.316650
	Iteration 24Q: 3 clusters Score -731282.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -731295.500000 Penalty: 2938.316650
	Iteration 25Q: 3 clusters Score -731295.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -731309.187500 Penalty: 2938.316650
	Iteration 26Q: 3 clusters Score -731309.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -731320.687500 Penalty: 2938.316650
	Iteration 27Q: 3 clusters Score -731320.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -731335.125000 Penalty: 2938.316650
	Iteration 28Q: 3 clusters Score -731335.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -731354.000000 Penalty: 2938.316650
	Iteration 29Q: 3 clusters Score -731354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -731370.187500 Penalty: 2938.316650
	Iteration 30Q: 3 clusters Score -731370.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -731384.687500 Penalty: 2938.316650
	Iteration 31Q: 3 clusters Score -731384.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -731398.687500 Penalty: 2938.316650
	Iteration 32Q: 3 clusters Score -731398.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -731411.000000 Penalty: 2938.316650
	Iteration 33Q: 3 clusters Score -731411 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -731427.750000 Penalty: 2938.316650
	Iteration 34Q: 3 clusters Score -731427.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -731444.062500 Penalty: 2938.316650
	Iteration 35Q: 3 clusters Score -731444.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -731453.187500 Penalty: 2938.316650
	Iteration 36Q: 3 clusters Score -731453.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -731466.750000 Penalty: 2938.316650
	Iteration 37Q: 3 clusters Score -731466.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -731474.875000 Penalty: 2938.316650
	Iteration 38Q: 3 clusters Score -731474.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -731482.500000 Penalty: 2938.316650
	Iteration 39Q: 3 clusters Score -731482.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -731486.812500 Penalty: 2938.316650
	Iteration 40F: 3 clusters Score -731486.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -731489.687500 Penalty: 2938.316650
	Iteration 41Q: 3 clusters Score -731489.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -731494.000000 Penalty: 2938.316650
	Iteration 42Q: 3 clusters Score -731494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -731496.062500 Penalty: 2938.316650
	Iteration 43Q: 3 clusters Score -731496.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -731498.062500 Penalty: 2938.316650
	Iteration 44Q: 3 clusters Score -731498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -731498.687500 Penalty: 2938.316650
	Iteration 45Q: 3 clusters Score -731498.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -731503.375000 Penalty: 2938.316650
	Iteration 46Q: 3 clusters Score -731503.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -731508.500000 Penalty: 2938.316650
	Iteration 47Q: 3 clusters Score -731508.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -731511.375000 Penalty: 2938.316650
	Iteration 48Q: 3 clusters Score -731511.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -731514.125000 Penalty: 2938.316650
	Iteration 49Q: 3 clusters Score -731514.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -731515.312500 Penalty: 2938.316650
	Iteration 50Q: 3 clusters Score -731515.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -731520.437500 Penalty: 2938.316650
	Iteration 51Q: 3 clusters Score -731520.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -731523.062500 Penalty: 2938.316650
	Iteration 52Q: 3 clusters Score -731523.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -731523.375000 Penalty: 2938.316650
	Iteration 53Q: 3 clusters Score -731523.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -731529.625000 Penalty: 2938.316650
	Iteration 54Q: 3 clusters Score -731529.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -731531.125000 Penalty: 2938.316650
	Iteration 55Q: 3 clusters Score -731531.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -731538.000000 Penalty: 2938.316650
	Iteration 56Q: 3 clusters Score -731538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -731541.437500 Penalty: 2938.316650
	Iteration 57Q: 3 clusters Score -731541.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -731544.937500 Penalty: 2938.316650
	Iteration 58Q: 3 clusters Score -731544.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -731544.125000 Penalty: 2938.316650
	Iteration 59Q: 3 clusters Score -731544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -731544.625000 Penalty: 2938.316650
	Iteration 60F: 3 clusters Score -731544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -731546.062500 Penalty: 2938.316650
	Iteration 61Q: 3 clusters Score -731546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -731546.562500 Penalty: 2938.316650
	Iteration 62Q: 3 clusters Score -731546.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -731547.062500 Penalty: 2938.316650
	Iteration 63Q: 3 clusters Score -731547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -731548.812500 Penalty: 2938.316650
	Iteration 64Q: 3 clusters Score -731548.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -731551.937500 Penalty: 2938.316650
	Iteration 65Q: 3 clusters Score -731551.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -731553.625000 Penalty: 2938.316650
	Iteration 66Q: 3 clusters Score -731553.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -731559.500000 Penalty: 2938.316650
	Iteration 67Q: 3 clusters Score -731559.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -731563.875000 Penalty: 2938.316650
	Iteration 68Q: 3 clusters Score -731563.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -731563.125000 Penalty: 2938.316650
	Iteration 69Q: 3 clusters Score -731563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -731564.562500 Penalty: 2938.316650
	Iteration 70Q: 3 clusters Score -731564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -731567.062500 Penalty: 2938.316650
	Iteration 71Q: 3 clusters Score -731567.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -731567.875000 Penalty: 2938.316650
	Iteration 72Q: 3 clusters Score -731567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -731570.000000 Penalty: 2938.316650
	Iteration 73Q: 3 clusters Score -731570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -731570.750000 Penalty: 2938.316650
	Iteration 74Q: 3 clusters Score -731570.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -731576.437500 Penalty: 2938.316650
	Iteration 75Q: 3 clusters Score -731576.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -731576.875000 Penalty: 2938.316650
	Iteration 76Q: 3 clusters Score -731576.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -731577.187500 Penalty: 2938.316650
	Iteration 77Q: 3 clusters Score -731577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -731577.187500 Penalty: 2938.316650
	Iteration 78F: 3 clusters Score -731577.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Entering Unmasked Estep 
Score: -1884945.125000 Penalty: 1614.930542
	Iteration 0F: 2 clusters Score -1884945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1870789.375000 Penalty: 3229.861084
	Iteration 0F: 3 clusters Score -1870789 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1875829.125000 Penalty: 3229.861084
	Iteration 1F: 3 clusters Score -1875829 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1876177.750000 Penalty: 3229.861084
	Iteration 2Q: 3 clusters Score -1876178 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1876563.750000 Penalty: 3229.861084
	Iteration 3Q: 3 clusters Score -1876564 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1877015.625000 Penalty: 3229.861084
	Iteration 4Q: 3 clusters Score -1877016 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1877633.500000 Penalty: 3229.861084
	Iteration 5F: 3 clusters Score -1877634 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1878439.125000 Penalty: 3229.861084
	Iteration 6F: 3 clusters Score -1878439 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1879369.750000 Penalty: 3229.861084
	Iteration 7F: 3 clusters Score -1879370 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1880406.625000 Penalty: 3229.861084
	Iteration 8F: 3 clusters Score -1880407 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1881315.500000 Penalty: 3229.861084
	Iteration 9Q: 3 clusters Score -1881316 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1881986.375000 Penalty: 3229.861084
	Iteration 10Q: 3 clusters Score -1881986 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -1882367.625000 Penalty: 3229.861084
	Iteration 11Q: 3 clusters Score -1882368 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1882578.500000 Penalty: 3229.861084
	Iteration 12Q: 3 clusters Score -1882578 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1882701.250000 Penalty: 3229.861084
	Iteration 13Q: 3 clusters Score -1882701 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1882799.000000 Penalty: 3229.861084
	Iteration 14Q: 3 clusters Score -1882799 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1882859.125000 Penalty: 3229.861084
	Iteration 15Q: 3 clusters Score -1882859 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -1882899.625000 Penalty: 3229.861084
	Iteration 16Q: 3 clusters Score -1882900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -1882946.750000 Penalty: 3229.861084
	Iteration 17Q: 3 clusters Score -1882947 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -1882986.250000 Penalty: 3229.861084
	Iteration 18Q: 3 clusters Score -1882986 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1883021.625000 Penalty: 3229.861084
	Iteration 19Q: 3 clusters Score -1883022 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1883065.875000 Penalty: 3229.861084
	Iteration 20F: 3 clusters Score -1883066 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1883107.000000 Penalty: 3229.861084
	Iteration 21Q: 3 clusters Score -1883107 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -1883145.375000 Penalty: 3229.861084
	Iteration 22Q: 3 clusters Score -1883145 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1883190.125000 Penalty: 3229.861084
	Iteration 23Q: 3 clusters Score -1883190 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -1883217.750000 Penalty: 3229.861084
	Iteration 24Q: 3 clusters Score -1883218 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1883238.500000 Penalty: 3229.861084
	Iteration 25Q: 3 clusters Score -1883238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1883262.375000 Penalty: 3229.861084
	Iteration 26Q: 3 clusters Score -1883262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -1883286.375000 Penalty: 3229.861084
	Iteration 27Q: 3 clusters Score -1883286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -1883302.375000 Penalty: 3229.861084
	Iteration 28Q: 3 clusters Score -1883302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1883336.875000 Penalty: 3229.861084
	Iteration 29Q: 3 clusters Score -1883337 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1883368.750000 Penalty: 3229.861084
	Iteration 30Q: 3 clusters Score -1883369 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -1883405.625000 Penalty: 3229.861084
	Iteration 31Q: 3 clusters Score -1883406 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -1883445.000000 Penalty: 3229.861084
	Iteration 32Q: 3 clusters Score -1883445 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -1883482.625000 Penalty: 3229.861084
	Iteration 33Q: 3 clusters Score -1883483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -1883501.875000 Penalty: 3229.861084
	Iteration 34Q: 3 clusters Score -1883502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -1883520.625000 Penalty: 3229.861084
	Iteration 35Q: 3 clusters Score -1883521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -1883547.500000 Penalty: 3229.861084
	Iteration 36Q: 3 clusters Score -1883548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -1883561.625000 Penalty: 3229.861084
	Iteration 37Q: 3 clusters Score -1883562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -1883575.125000 Penalty: 3229.861084
	Iteration 38Q: 3 clusters Score -1883575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -1883582.375000 Penalty: 3229.861084
	Iteration 39Q: 3 clusters Score -1883582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1883590.625000 Penalty: 3229.861084
	Iteration 40F: 3 clusters Score -1883591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -1883596.750000 Penalty: 3229.861084
	Iteration 41Q: 3 clusters Score -1883597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1883599.750000 Penalty: 3229.861084
	Iteration 42Q: 3 clusters Score -1883600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -1883609.000000 Penalty: 3229.861084
	Iteration 43Q: 3 clusters Score -1883609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1883613.875000 Penalty: 3229.861084
	Iteration 44Q: 3 clusters Score -1883614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -1883618.250000 Penalty: 3229.861084
	Iteration 45Q: 3 clusters Score -1883618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -1883619.625000 Penalty: 3229.861084
	Iteration 46Q: 3 clusters Score -1883620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -1883624.875000 Penalty: 3229.861084
	Iteration 47Q: 3 clusters Score -1883625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -1883630.250000 Penalty: 3229.861084
	Iteration 48Q: 3 clusters Score -1883630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -1883632.500000 Penalty: 3229.861084
	Iteration 49Q: 3 clusters Score -1883632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -1883638.250000 Penalty: 3229.861084
	Iteration 50Q: 3 clusters Score -1883638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -1883638.375000 Penalty: 3229.861084
	Iteration 51Q: 3 clusters Score -1883638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -1883638.875000 Penalty: 3229.861084
	Iteration 52Q: 3 clusters Score -1883639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -1883637.750000 Penalty: 3229.861084
	Iteration 53Q: 3 clusters Score -1883638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1883643.375000 Penalty: 3229.861084
	Iteration 54Q: 3 clusters Score -1883643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -1883643.125000 Penalty: 3229.861084
	Iteration 55Q: 3 clusters Score -1883643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -1883644.125000 Penalty: 3229.861084
	Iteration 56Q: 3 clusters Score -1883644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -1883648.750000 Penalty: 3229.861084
	Iteration 57Q: 3 clusters Score -1883649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -1883647.125000 Penalty: 3229.861084
	Iteration 58Q: 3 clusters Score -1883647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -1883647.125000 Penalty: 3229.861084
	Iteration 59Q: 3 clusters Score -1883647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -1883653.250000 Penalty: 3229.861084
	Iteration 60F: 3 clusters Score -1883653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -1883655.000000 Penalty: 3229.861084
	Iteration 61Q: 3 clusters Score -1883655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1883657.000000 Penalty: 3229.861084
	Iteration 62Q: 3 clusters Score -1883657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -1883659.875000 Penalty: 3229.861084
	Iteration 63Q: 3 clusters Score -1883660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -1883658.500000 Penalty: 3229.861084
	Iteration 64Q: 3 clusters Score -1883658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -1883658.750000 Penalty: 3229.861084
	Iteration 65Q: 3 clusters Score -1883659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -1883658.625000 Penalty: 3229.861084
	Iteration 66Q: 3 clusters Score -1883659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -1883659.875000 Penalty: 3229.861084
	Iteration 67Q: 3 clusters Score -1883660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -1883659.875000 Penalty: 3229.861084
	Iteration 68F: 3 clusters Score -1883660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Entering Unmasked Estep 
Score: -7982853.000000 Penalty: 1848.306274
	Iteration 0F: 2 clusters Score -7982853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -7924695.500000 Penalty: 3696.612549
	Iteration 0F: 3 clusters Score -7924696 nChanged 41619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -7949163.000000 Penalty: 3696.612549
	Iteration 1F: 3 clusters Score -7949163 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -7950173.500000 Penalty: 3696.612549
	Iteration 2Q: 3 clusters Score -7950174 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -7951687.000000 Penalty: 3696.612549
	Iteration 3Q: 3 clusters Score -7951687 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -7953587.500000 Penalty: 3696.612549
	Iteration 4Q: 3 clusters Score -7953588 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -7955960.500000 Penalty: 3696.612549
	Iteration 5F: 3 clusters Score -7955960 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -7958374.000000 Penalty: 3696.612549
	Iteration 6F: 3 clusters Score -7958374 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -7960746.500000 Penalty: 3696.612549
	Iteration 7F: 3 clusters Score -7960746 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -7962752.500000 Penalty: 3696.612549
	Iteration 8F: 3 clusters Score -7962752 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -7964627.000000 Penalty: 3696.612549
	Iteration 9Q: 3 clusters Score -7964627 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -7966519.500000 Penalty: 3696.612549
	Iteration 10Q: 3 clusters Score -7966520 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -7968340.000000 Penalty: 3696.612549
	Iteration 11Q: 3 clusters Score -7968340 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -7970196.000000 Penalty: 3696.612549
	Iteration 12Q: 3 clusters Score -7970196 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -7972088.000000 Penalty: 3696.612549
	Iteration 13Q: 3 clusters Score -7972088 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -7974133.000000 Penalty: 3696.612549
	Iteration 14Q: 3 clusters Score -7974133 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -7976112.000000 Penalty: 3696.612549
	Iteration 15Q: 3 clusters Score -7976112 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -7977797.000000 Penalty: 3696.612549
	Iteration 16Q: 3 clusters Score -7977797 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -7979081.500000 Penalty: 3696.612549
	Iteration 17Q: 3 clusters Score -7979082 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -7979940.500000 Penalty: 3696.612549
	Iteration 18Q: 3 clusters Score -7979940 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 85777 members 
Entering Unmasked Estep 
Score: -7980475.500000 Penalty: 3696.612549
	Iteration 19Q: 3 clusters Score -7980476 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -7980817.000000 Penalty: 3696.612549
	Iteration 20F: 3 clusters Score -7980817 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -7980992.000000 Penalty: 3696.612549
	Iteration 21Q: 3 clusters Score -7980992 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -7981088.500000 Penalty: 3696.612549
	Iteration 22Q: 3 clusters Score -7981088 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -7981158.500000 Penalty: 3696.612549
	Iteration 23Q: 3 clusters Score -7981158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 86646 members 
Entering Unmasked Estep 
Score: -7981203.000000 Penalty: 3696.612549
	Iteration 24Q: 3 clusters Score -7981203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -7981234.500000 Penalty: 3696.612549
	Iteration 25Q: 3 clusters Score -7981234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -7981247.500000 Penalty: 3696.612549
	Iteration 26Q: 3 clusters Score -7981248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 86710 members 
Entering Unmasked Estep 
Score: -7981259.000000 Penalty: 3696.612549
	Iteration 27Q: 3 clusters Score -7981259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -7981277.000000 Penalty: 3696.612549
	Iteration 28Q: 3 clusters Score -7981277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -7981281.000000 Penalty: 3696.612549
	Iteration 29Q: 3 clusters Score -7981281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -7981279.000000 Penalty: 3696.612549
	Iteration 30Q: 3 clusters Score -7981279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -7981279.500000 Penalty: 3696.612549
	Iteration 31Q: 3 clusters Score -7981280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -7981281.000000 Penalty: 3696.612549
	Iteration 32Q: 3 clusters Score -7981281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -7981280.500000 Penalty: 3696.612549
	Iteration 33Q: 3 clusters Score -7981280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -7981280.500000 Penalty: 3696.612549
	Iteration 34F: 3 clusters Score -7981280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Entering Unmasked Estep 
Score: -679734.875000 Penalty: 1435.769043
	Iteration 0F: 2 clusters Score -679734.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -674586.437500 Penalty: 2871.538086
	Iteration 0F: 3 clusters Score -674586.4 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -675977.562500 Penalty: 2871.538086
	Iteration 1F: 3 clusters Score -675977.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -676134.000000 Penalty: 2871.538086
	Iteration 2F: 3 clusters Score -676134 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -676250.125000 Penalty: 2871.538086
	Iteration 3Q: 3 clusters Score -676250.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -676334.062500 Penalty: 2871.538086
	Iteration 4Q: 3 clusters Score -676334.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -676394.500000 Penalty: 2871.538086
	Iteration 5Q: 3 clusters Score -676394.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -676439.937500 Penalty: 2871.538086
	Iteration 6Q: 3 clusters Score -676439.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -676483.000000 Penalty: 2871.538086
	Iteration 7Q: 3 clusters Score -676483 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -676520.875000 Penalty: 2871.538086
	Iteration 8Q: 3 clusters Score -676520.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -676559.250000 Penalty: 2871.538086
	Iteration 9Q: 3 clusters Score -676559.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -676603.625000 Penalty: 2871.538086
	Iteration 10Q: 3 clusters Score -676603.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -676654.437500 Penalty: 2871.538086
	Iteration 11Q: 3 clusters Score -676654.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -676712.687500 Penalty: 2871.538086
	Iteration 12Q: 3 clusters Score -676712.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -676784.750000 Penalty: 2871.538086
	Iteration 13Q: 3 clusters Score -676784.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -676864.937500 Penalty: 2871.538086
	Iteration 14Q: 3 clusters Score -676864.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -676969.250000 Penalty: 2871.538086
	Iteration 15Q: 3 clusters Score -676969.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -677120.437500 Penalty: 2871.538086
	Iteration 16Q: 3 clusters Score -677120.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -677284.750000 Penalty: 2871.538086
	Iteration 17Q: 3 clusters Score -677284.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -677461.437500 Penalty: 2871.538086
	Iteration 18Q: 3 clusters Score -677461.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -677641.750000 Penalty: 2871.538086
	Iteration 19Q: 3 clusters Score -677641.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -677845.187500 Penalty: 2871.538086
	Iteration 20F: 3 clusters Score -677845.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -678032.125000 Penalty: 2871.538086
	Iteration 21Q: 3 clusters Score -678032.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -678172.125000 Penalty: 2871.538086
	Iteration 22Q: 3 clusters Score -678172.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -678264.562500 Penalty: 2871.538086
	Iteration 23Q: 3 clusters Score -678264.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -678333.250000 Penalty: 2871.538086
	Iteration 24Q: 3 clusters Score -678333.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -678370.875000 Penalty: 2871.538086
	Iteration 25Q: 3 clusters Score -678370.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -678405.687500 Penalty: 2871.538086
	Iteration 26Q: 3 clusters Score -678405.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -678440.937500 Penalty: 2871.538086
	Iteration 27Q: 3 clusters Score -678440.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -678460.312500 Penalty: 2871.538086
	Iteration 28Q: 3 clusters Score -678460.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -678471.062500 Penalty: 2871.538086
	Iteration 29Q: 3 clusters Score -678471.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -678479.625000 Penalty: 2871.538086
	Iteration 30Q: 3 clusters Score -678479.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -678488.312500 Penalty: 2871.538086
	Iteration 31Q: 3 clusters Score -678488.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -678497.375000 Penalty: 2871.538086
	Iteration 32Q: 3 clusters Score -678497.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -678504.625000 Penalty: 2871.538086
	Iteration 33Q: 3 clusters Score -678504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -678507.500000 Penalty: 2871.538086
	Iteration 34Q: 3 clusters Score -678507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -678509.375000 Penalty: 2871.538086
	Iteration 35Q: 3 clusters Score -678509.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -678509.625000 Penalty: 2871.538086
	Iteration 36Q: 3 clusters Score -678509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -678510.812500 Penalty: 2871.538086
	Iteration 37Q: 3 clusters Score -678510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -678510.812500 Penalty: 2871.538086
	Iteration 38F: 3 clusters Score -678510.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Entering Unmasked Estep 
Score: -1084752.250000 Penalty: 1515.950073
	Iteration 0F: 2 clusters Score -1084752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1076779.125000 Penalty: 3031.900146
	Iteration 0F: 3 clusters Score -1076779 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1079575.500000 Penalty: 3031.900146
	Iteration 1F: 3 clusters Score -1079576 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1079889.875000 Penalty: 3031.900146
	Iteration 2F: 3 clusters Score -1079890 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1080190.750000 Penalty: 3031.900146
	Iteration 3F: 3 clusters Score -1080191 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1080489.500000 Penalty: 3031.900146
	Iteration 4Q: 3 clusters Score -1080490 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1080846.375000 Penalty: 3031.900146
	Iteration 5F: 3 clusters Score -1080846 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1081252.875000 Penalty: 3031.900146
	Iteration 6F: 3 clusters Score -1081253 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1081700.750000 Penalty: 3031.900146
	Iteration 7F: 3 clusters Score -1081701 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1082147.000000 Penalty: 3031.900146
	Iteration 8Q: 3 clusters Score -1082147 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1082539.500000 Penalty: 3031.900146
	Iteration 9Q: 3 clusters Score -1082540 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1082853.750000 Penalty: 3031.900146
	Iteration 10Q: 3 clusters Score -1082854 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1083061.250000 Penalty: 3031.900146
	Iteration 11Q: 3 clusters Score -1083061 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1083179.500000 Penalty: 3031.900146
	Iteration 12Q: 3 clusters Score -1083180 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1083265.250000 Penalty: 3031.900146
	Iteration 13Q: 3 clusters Score -1083265 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1083324.500000 Penalty: 3031.900146
	Iteration 14Q: 3 clusters Score -1083324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1083357.125000 Penalty: 3031.900146
	Iteration 15Q: 3 clusters Score -1083357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1083389.250000 Penalty: 3031.900146
	Iteration 16Q: 3 clusters Score -1083389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1083417.250000 Penalty: 3031.900146
	Iteration 17Q: 3 clusters Score -1083417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1083437.500000 Penalty: 3031.900146
	Iteration 18Q: 3 clusters Score -1083438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1083453.625000 Penalty: 3031.900146
	Iteration 19Q: 3 clusters Score -1083454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1083463.000000 Penalty: 3031.900146
	Iteration 20F: 3 clusters Score -1083463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1083466.875000 Penalty: 3031.900146
	Iteration 21Q: 3 clusters Score -1083467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1083469.125000 Penalty: 3031.900146
	Iteration 22Q: 3 clusters Score -1083469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1083472.750000 Penalty: 3031.900146
	Iteration 23Q: 3 clusters Score -1083473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1083473.250000 Penalty: 3031.900146
	Iteration 24Q: 3 clusters Score -1083473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1083479.500000 Penalty: 3031.900146
	Iteration 25Q: 3 clusters Score -1083480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1083482.250000 Penalty: 3031.900146
	Iteration 26Q: 3 clusters Score -1083482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1083481.000000 Penalty: 3031.900146
	Iteration 27Q: 3 clusters Score -1083481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1083481.000000 Penalty: 3031.900146
	Iteration 28F: 3 clusters Score -1083481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Entering Unmasked Estep 
Score: -888730.875000 Penalty: 1507.917725
	Iteration 0F: 2 clusters Score -888730.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -881091.750000 Penalty: 3015.835449
	Iteration 0F: 3 clusters Score -881091.8 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -883872.500000 Penalty: 3015.835449
	Iteration 1F: 3 clusters Score -883872.5 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -884385.562500 Penalty: 3015.835449
	Iteration 2F: 3 clusters Score -884385.6 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -884945.125000 Penalty: 3015.835449
	Iteration 3F: 3 clusters Score -884945.1 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -885474.500000 Penalty: 3015.835449
	Iteration 4F: 3 clusters Score -885474.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -885922.062500 Penalty: 3015.835449
	Iteration 5F: 3 clusters Score -885922.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -886225.875000 Penalty: 3015.835449
	Iteration 6F: 3 clusters Score -886225.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -886443.187500 Penalty: 3015.835449
	Iteration 7Q: 3 clusters Score -886443.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -886576.812500 Penalty: 3015.835449
	Iteration 8Q: 3 clusters Score -886576.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -886673.875000 Penalty: 3015.835449
	Iteration 9Q: 3 clusters Score -886673.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -886745.062500 Penalty: 3015.835449
	Iteration 10Q: 3 clusters Score -886745.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -886817.062500 Penalty: 3015.835449
	Iteration 11Q: 3 clusters Score -886817.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -886900.562500 Penalty: 3015.835449
	Iteration 12Q: 3 clusters Score -886900.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -886992.750000 Penalty: 3015.835449
	Iteration 13Q: 3 clusters Score -886992.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -887097.187500 Penalty: 3015.835449
	Iteration 14Q: 3 clusters Score -887097.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -887192.625000 Penalty: 3015.835449
	Iteration 15Q: 3 clusters Score -887192.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -887258.687500 Penalty: 3015.835449
	Iteration 16Q: 3 clusters Score -887258.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -887332.562500 Penalty: 3015.835449
	Iteration 17Q: 3 clusters Score -887332.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -887411.562500 Penalty: 3015.835449
	Iteration 18Q: 3 clusters Score -887411.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -887501.250000 Penalty: 3015.835449
	Iteration 19Q: 3 clusters Score -887501.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -887555.562500 Penalty: 3015.835449
	Iteration 20F: 3 clusters Score -887555.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -887592.312500 Penalty: 3015.835449
	Iteration 21Q: 3 clusters Score -887592.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -887615.250000 Penalty: 3015.835449
	Iteration 22Q: 3 clusters Score -887615.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -887630.250000 Penalty: 3015.835449
	Iteration 23Q: 3 clusters Score -887630.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -887641.750000 Penalty: 3015.835449
	Iteration 24Q: 3 clusters Score -887641.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -887652.687500 Penalty: 3015.835449
	Iteration 25Q: 3 clusters Score -887652.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -887659.812500 Penalty: 3015.835449
	Iteration 26Q: 3 clusters Score -887659.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -887668.375000 Penalty: 3015.835449
	Iteration 27Q: 3 clusters Score -887668.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -887676.000000 Penalty: 3015.835449
	Iteration 28Q: 3 clusters Score -887676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -887687.875000 Penalty: 3015.835449
	Iteration 29Q: 3 clusters Score -887687.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -887696.187500 Penalty: 3015.835449
	Iteration 30Q: 3 clusters Score -887696.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -887700.375000 Penalty: 3015.835449
	Iteration 31Q: 3 clusters Score -887700.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -887707.000000 Penalty: 3015.835449
	Iteration 32Q: 3 clusters Score -887707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -887712.500000 Penalty: 3015.835449
	Iteration 33Q: 3 clusters Score -887712.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -887716.750000 Penalty: 3015.835449
	Iteration 34Q: 3 clusters Score -887716.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -887725.437500 Penalty: 3015.835449
	Iteration 35Q: 3 clusters Score -887725.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -887729.500000 Penalty: 3015.835449
	Iteration 36Q: 3 clusters Score -887729.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -887735.125000 Penalty: 3015.835449
	Iteration 37Q: 3 clusters Score -887735.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -887736.625000 Penalty: 3015.835449
	Iteration 38Q: 3 clusters Score -887736.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -887740.062500 Penalty: 3015.835449
	Iteration 39Q: 3 clusters Score -887740.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -887741.625000 Penalty: 3015.835449
	Iteration 40F: 3 clusters Score -887741.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -887743.250000 Penalty: 3015.835449
	Iteration 41Q: 3 clusters Score -887743.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -887747.875000 Penalty: 3015.835449
	Iteration 42Q: 3 clusters Score -887747.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -887753.187500 Penalty: 3015.835449
	Iteration 43Q: 3 clusters Score -887753.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -887757.937500 Penalty: 3015.835449
	Iteration 44Q: 3 clusters Score -887757.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -887763.250000 Penalty: 3015.835449
	Iteration 45Q: 3 clusters Score -887763.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -887772.375000 Penalty: 3015.835449
	Iteration 46Q: 3 clusters Score -887772.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -887778.187500 Penalty: 3015.835449
	Iteration 47Q: 3 clusters Score -887778.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -887783.500000 Penalty: 3015.835449
	Iteration 48Q: 3 clusters Score -887783.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -887785.500000 Penalty: 3015.835449
	Iteration 49Q: 3 clusters Score -887785.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -887787.312500 Penalty: 3015.835449
	Iteration 50Q: 3 clusters Score -887787.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -887790.375000 Penalty: 3015.835449
	Iteration 51Q: 3 clusters Score -887790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -887791.937500 Penalty: 3015.835449
	Iteration 52Q: 3 clusters Score -887791.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -887794.187500 Penalty: 3015.835449
	Iteration 53Q: 3 clusters Score -887794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -887794.500000 Penalty: 3015.835449
	Iteration 54Q: 3 clusters Score -887794.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -887796.250000 Penalty: 3015.835449
	Iteration 55Q: 3 clusters Score -887796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -887795.437500 Penalty: 3015.835449
	Iteration 56Q: 3 clusters Score -887795.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -887797.875000 Penalty: 3015.835449
	Iteration 57Q: 3 clusters Score -887797.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -887799.187500 Penalty: 3015.835449
	Iteration 58Q: 3 clusters Score -887799.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -887803.250000 Penalty: 3015.835449
	Iteration 59Q: 3 clusters Score -887803.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -887808.875000 Penalty: 3015.835449
	Iteration 60F: 3 clusters Score -887808.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -887810.750000 Penalty: 3015.835449
	Iteration 61Q: 3 clusters Score -887810.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -887812.125000 Penalty: 3015.835449
	Iteration 62Q: 3 clusters Score -887812.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -887814.687500 Penalty: 3015.835449
	Iteration 63Q: 3 clusters Score -887814.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -887817.812500 Penalty: 3015.835449
	Iteration 64Q: 3 clusters Score -887817.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -887821.437500 Penalty: 3015.835449
	Iteration 65Q: 3 clusters Score -887821.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -887825.625000 Penalty: 3015.835449
	Iteration 66Q: 3 clusters Score -887825.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -887827.625000 Penalty: 3015.835449
	Iteration 67Q: 3 clusters Score -887827.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -887832.625000 Penalty: 3015.835449
	Iteration 68Q: 3 clusters Score -887832.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -887836.187500 Penalty: 3015.835449
	Iteration 69Q: 3 clusters Score -887836.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -887838.687500 Penalty: 3015.835449
	Iteration 70Q: 3 clusters Score -887838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -887839.187500 Penalty: 3015.835449
	Iteration 71Q: 3 clusters Score -887839.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -887846.125000 Penalty: 3015.835449
	Iteration 72Q: 3 clusters Score -887846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -887848.937500 Penalty: 3015.835449
	Iteration 73Q: 3 clusters Score -887848.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -887848.125000 Penalty: 3015.835449
	Iteration 74Q: 3 clusters Score -887848.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -887848.687500 Penalty: 3015.835449
	Iteration 75Q: 3 clusters Score -887848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -887847.750000 Penalty: 3015.835449
	Iteration 76Q: 3 clusters Score -887847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -887848.500000 Penalty: 3015.835449
	Iteration 77Q: 3 clusters Score -887848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -887850.187500 Penalty: 3015.835449
	Iteration 78Q: 3 clusters Score -887850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -887849.062500 Penalty: 3015.835449
	Iteration 79Q: 3 clusters Score -887849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -887851.937500 Penalty: 3015.835449
	Iteration 80F: 3 clusters Score -887851.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -887851.625000 Penalty: 3015.835449
	Iteration 81Q: 3 clusters Score -887851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -887852.062500 Penalty: 3015.835449
	Iteration 82Q: 3 clusters Score -887852.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -887852.062500 Penalty: 3015.835449
	Iteration 83F: 3 clusters Score -887852.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -70836.492188 Penalty: 1106.468872
	Iteration 0F: 2 clusters Score -70836.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69511.507812 Penalty: 2212.937744
	Iteration 0F: 3 clusters Score -69511.51 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -69849.601562 Penalty: 2212.937744
	Iteration 1F: 3 clusters Score -69849.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69992.359375 Penalty: 2212.937744
	Iteration 2F: 3 clusters Score -69992.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -70076.156250 Penalty: 2212.937744
	Iteration 3F: 3 clusters Score -70076.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -70120.164062 Penalty: 2212.937744
	Iteration 4Q: 3 clusters Score -70120.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -70151.664062 Penalty: 2212.937744
	Iteration 5Q: 3 clusters Score -70151.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70175.703125 Penalty: 2212.937744
	Iteration 6Q: 3 clusters Score -70175.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70192.226562 Penalty: 2212.937744
	Iteration 7Q: 3 clusters Score -70192.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -70209.789062 Penalty: 2212.937744
	Iteration 8Q: 3 clusters Score -70209.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -70226.062500 Penalty: 2212.937744
	Iteration 9Q: 3 clusters Score -70226.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -70249.132812 Penalty: 2212.937744
	Iteration 10Q: 3 clusters Score -70249.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -70275.335938 Penalty: 2212.937744
	Iteration 11Q: 3 clusters Score -70275.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -70295.476562 Penalty: 2212.937744
	Iteration 12Q: 3 clusters Score -70295.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70306.992188 Penalty: 2212.937744
	Iteration 13Q: 3 clusters Score -70306.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70315.468750 Penalty: 2212.937744
	Iteration 14Q: 3 clusters Score -70315.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70319.648438 Penalty: 2212.937744
	Iteration 15Q: 3 clusters Score -70319.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -70321.296875 Penalty: 2212.937744
	Iteration 16Q: 3 clusters Score -70321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70321.929688 Penalty: 2212.937744
	Iteration 17Q: 3 clusters Score -70321.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70323.242188 Penalty: 2212.937744
	Iteration 18Q: 3 clusters Score -70323.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70325.765625 Penalty: 2212.937744
	Iteration 19Q: 3 clusters Score -70325.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -70328.234375 Penalty: 2212.937744
	Iteration 20F: 3 clusters Score -70328.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -70329.875000 Penalty: 2212.937744
	Iteration 21Q: 3 clusters Score -70329.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -70330.695312 Penalty: 2212.937744
	Iteration 22Q: 3 clusters Score -70330.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -70331.515625 Penalty: 2212.937744
	Iteration 23Q: 3 clusters Score -70331.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70331.921875 Penalty: 2212.937744
	Iteration 24Q: 3 clusters Score -70331.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70331.921875 Penalty: 2212.937744
	Iteration 25F: 3 clusters Score -70331.92 nChanged 0
--- Evaluating fit on full set of 1782525 points ---
Entering Unmasked Estep 
Score: -161489152.000000 Penalty: 49117.960938
20->22 Clusters: Score -161489152.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 594175 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 29677 members 
Mstep: Class 3 contains 29712 members 
Mstep: Class 4 contains 29714 members 
Mstep: Class 5 contains 29650 members 
Mstep: Class 6 contains 29407 members 
Mstep: Class 7 contains 29696 members 
Mstep: Class 8 contains 29890 members 
Mstep: Class 9 contains 29755 members 
Mstep: Class 10 contains 29637 members 
Mstep: Class 11 contains 30069 members 
Mstep: Class 12 contains 29657 members 
Mstep: Class 13 contains 29589 members 
Mstep: Class 14 contains 29825 members 
Mstep: Class 15 contains 29571 members 
Mstep: Class 16 contains 29588 members 
Mstep: Class 17 contains 29693 members 
Mstep: Class 18 contains 29640 members 
Mstep: Class 19 contains 30081 members 
Mstep: Class 20 contains 29574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 911.368652 but Gain 2160.425781
Score: -50894368.000000 Penalty: 41048.093750
Iteration 0F: 20 clusters Score -5.089437e+07 nChanged 560300
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 30513 members 
Mstep: Class 3 contains 33152 members 
Mstep: Class 4 contains 76117 members 
Mstep: Class 5 contains 44025 members 
Mstep: Class 6 contains 27501 members 
Mstep: Class 7 contains 19135 members 
Mstep: Class 8 contains 29841 members 
Mstep: Class 9 contains 26506 members 
Mstep: Class 10 contains 27805 members 
Mstep: Class 11 contains 29559 members 
Mstep: Class 12 contains 25279 members 
Mstep: Class 13 contains 21543 members 
Mstep: Class 14 contains 22198 members 
Mstep: Class 16 contains 21671 members 
Mstep: Class 17 contains 28060 members 
Mstep: Class 18 contains 38319 members 
Mstep: Class 19 contains 34201 members 
Mstep: Class 20 contains 27500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52403312.000000 Penalty: 41048.093750
Iteration 1F: 20 clusters Score -5.240331e+07 nChanged 216497
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 25843 members 
Mstep: Class 3 contains 36887 members 
Mstep: Class 4 contains 97645 members 
Mstep: Class 5 contains 73546 members 
Mstep: Class 6 contains 26074 members 
Mstep: Class 7 contains 12748 members 
Mstep: Class 8 contains 34815 members 
Mstep: Class 9 contains 23258 members 
Mstep: Class 10 contains 26476 members 
Mstep: Class 11 contains 25459 members 
Mstep: Class 12 contains 15662 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 13670 members 
Mstep: Class 16 contains 19067 members 
Mstep: Class 17 contains 18720 members 
Mstep: Class 18 contains 46828 members 
Mstep: Class 19 contains 25436 members 
Mstep: Class 20 contains 22820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52897228.000000 Penalty: 41048.093750
Iteration 2F: 20 clusters Score -5.289723e+07 nChanged 167080
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 23601 members 
Mstep: Class 3 contains 29213 members 
Mstep: Class 4 contains 131910 members 
Mstep: Class 5 contains 93164 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 7020 members 
Mstep: Class 8 contains 41474 members 
Mstep: Class 9 contains 21040 members 
Mstep: Class 10 contains 20576 members 
Mstep: Class 11 contains 23050 members 
Mstep: Class 12 contains 8605 members 
Mstep: Class 13 contains 16111 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 16 contains 12659 members 
Mstep: Class 17 contains 13312 members 
Mstep: Class 18 contains 39570 members 
Mstep: Class 19 contains 20528 members 
Mstep: Class 20 contains 19087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53208344.000000 Penalty: 41048.093750
Iteration 3F: 20 clusters Score -5.320834e+07 nChanged 127206
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 20836 members 
Mstep: Class 3 contains 19875 members 
Mstep: Class 4 contains 167746 members 
Mstep: Class 5 contains 104867 members 
Mstep: Class 6 contains 40326 members 
Mstep: Class 7 contains 4694 members 
Mstep: Class 8 contains 42737 members 
Mstep: Class 9 contains 22875 members 
Mstep: Class 10 contains 17154 members 
Mstep: Class 11 contains 17629 members 
Mstep: Class 12 contains 5255 members 
Mstep: Class 13 contains 15950 members 
Mstep: Class 14 contains 7402 members 
Mstep: Class 16 contains 7024 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 24666 members 
Mstep: Class 19 contains 16988 members 
Mstep: Class 20 contains 18942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53383160.000000 Penalty: 41048.093750
Iteration 4F: 20 clusters Score -5.338316e+07 nChanged 96102
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 16465 members 
Mstep: Class 3 contains 16026 members 
Mstep: Class 4 contains 200852 members 
Mstep: Class 5 contains 110055 members 
Mstep: Class 6 contains 46631 members 
Mstep: Class 7 contains 4241 members 
Mstep: Class 8 contains 37310 members 
Mstep: Class 9 contains 27959 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 14223 members 
Mstep: Class 14 contains 7205 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 10277 members 
Mstep: Class 18 contains 14795 members 
Mstep: Class 19 contains 15100 members 
Mstep: Class 20 contains 18022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53499736.000000 Penalty: 41048.093750
Iteration 5F: 20 clusters Score -5.349974e+07 nChanged 75000
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 11640 members 
Mstep: Class 3 contains 16193 members 
Mstep: Class 4 contains 226511 members 
Mstep: Class 5 contains 111671 members 
Mstep: Class 6 contains 49062 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 28198 members 
Mstep: Class 9 contains 38942 members 
Mstep: Class 10 contains 9025 members 
Mstep: Class 11 contains 6282 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 11141 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 16 contains 3378 members 
Mstep: Class 17 contains 9634 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 14443 members 
Mstep: Class 20 contains 15950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53583728.000000 Penalty: 41048.093750
Iteration 6F: 20 clusters Score -5.358373e+07 nChanged 58712
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 7743 members 
Mstep: Class 3 contains 17478 members 
Mstep: Class 4 contains 243064 members 
Mstep: Class 5 contains 111718 members 
Mstep: Class 6 contains 48213 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 19179 members 
Mstep: Class 9 contains 52737 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 7937 members 
Mstep: Class 14 contains 8493 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 9351 members 
Mstep: Class 18 contains 7366 members 
Mstep: Class 19 contains 14078 members 
Mstep: Class 20 contains 13367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1740.978027 but Gain 2160.425781
Score: -53649244.000000 Penalty: 38887.667969
Iteration 7F: 19 clusters Score -5.364924e+07 nChanged 47646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 4953 members 
Mstep: Class 3 contains 18104 members 
Mstep: Class 4 contains 253060 members 
Mstep: Class 5 contains 111569 members 
Mstep: Class 6 contains 45015 members 
Mstep: Class 7 contains 4562 members 
Mstep: Class 8 contains 12240 members 
Mstep: Class 9 contains 67107 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 5266 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 16 contains 2623 members 
Mstep: Class 17 contains 9309 members 
Mstep: Class 18 contains 5970 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 10666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 939.283997 but Gain 2160.425781
Score: -53696972.000000 Penalty: 36727.242188
Iteration 8F: 18 clusters Score -5.369697e+07 nChanged 35373
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 18089 members 
Mstep: Class 4 contains 260475 members 
Mstep: Class 5 contains 111407 members 
Mstep: Class 6 contains 40628 members 
Mstep: Class 7 contains 4658 members 
Mstep: Class 8 contains 7516 members 
Mstep: Class 9 contains 77773 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 13 contains 3307 members 
Mstep: Class 14 contains 10530 members 
Mstep: Class 16 contains 2336 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 13457 members 
Mstep: Class 20 contains 8271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1458.843872 but Gain 2160.425781
Score: -53726532.000000 Penalty: 34566.816406
Iteration 9F: 17 clusters Score -5.372653e+07 nChanged 25506
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 3 contains 17783 members 
Mstep: Class 4 contains 265625 members 
Mstep: Class 5 contains 111268 members 
Mstep: Class 6 contains 36616 members 
Mstep: Class 7 contains 4752 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 84538 members 
Mstep: Class 12 contains 3230 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 11651 members 
Mstep: Class 16 contains 2080 members 
Mstep: Class 17 contains 9687 members 
Mstep: Class 18 contains 4840 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 6204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1438.917725 but Gain 2160.425781
Score: -53743856.000000 Penalty: 32406.390625
Iteration 10Q: 16 clusters Score -5.374386e+07 nChanged 18010
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 3 contains 17390 members 
Mstep: Class 4 contains 269982 members 
Mstep: Class 5 contains 111131 members 
Mstep: Class 6 contains 33879 members 
Mstep: Class 7 contains 4899 members 
Mstep: Class 8 contains 3093 members 
Mstep: Class 9 contains 86652 members 
Mstep: Class 12 contains 3703 members 
Mstep: Class 14 contains 12796 members 
Mstep: Class 16 contains 1877 members 
Mstep: Class 17 contains 9850 members 
Mstep: Class 18 contains 4679 members 
Mstep: Class 19 contains 12643 members 
Mstep: Class 20 contains 4742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53753916.000000 Penalty: 32406.390625
Iteration 11Q: 16 clusters Score -5.375392e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 3 contains 16918 members 
Mstep: Class 4 contains 271229 members 
Mstep: Class 5 contains 111003 members 
Mstep: Class 6 contains 32107 members 
Mstep: Class 7 contains 5173 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 87631 members 
Mstep: Class 12 contains 4253 members 
Mstep: Class 14 contains 13849 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 9927 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 12275 members 
Mstep: Class 20 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2055.072998 but Gain 2160.425781
Score: -53759020.000000 Penalty: 30245.964844
Iteration 12Q: 15 clusters Score -5.375902e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 3 contains 16457 members 
Mstep: Class 4 contains 273024 members 
Mstep: Class 5 contains 110881 members 
Mstep: Class 6 contains 31293 members 
Mstep: Class 7 contains 5401 members 
Mstep: Class 9 contains 88056 members 
Mstep: Class 12 contains 4911 members 
Mstep: Class 14 contains 14578 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 9953 members 
Mstep: Class 18 contains 4371 members 
Mstep: Class 19 contains 12032 members 
Mstep: Class 20 contains 3161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53765080.000000 Penalty: 30245.964844
Iteration 13Q: 15 clusters Score -5.376508e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 3 contains 15936 members 
Mstep: Class 4 contains 271987 members 
Mstep: Class 5 contains 110774 members 
Mstep: Class 6 contains 30925 members 
Mstep: Class 7 contains 5604 members 
Mstep: Class 9 contains 88195 members 
Mstep: Class 12 contains 5753 members 
Mstep: Class 14 contains 15068 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 9949 members 
Mstep: Class 18 contains 4113 members 
Mstep: Class 19 contains 11917 members 
Mstep: Class 20 contains 2779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53768592.000000 Penalty: 30245.964844
Iteration 14Q: 15 clusters Score -5.376859e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 3 contains 15344 members 
Mstep: Class 4 contains 270507 members 
Mstep: Class 5 contains 110682 members 
Mstep: Class 6 contains 30886 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 9 contains 88240 members 
Mstep: Class 12 contains 6832 members 
Mstep: Class 14 contains 15352 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53772160.000000 Penalty: 30245.964844
Iteration 15Q: 15 clusters Score -5.377216e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 3 contains 14844 members 
Mstep: Class 4 contains 268724 members 
Mstep: Class 5 contains 110592 members 
Mstep: Class 6 contains 31015 members 
Mstep: Class 7 contains 5880 members 
Mstep: Class 9 contains 88236 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 14 contains 15452 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 9829 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 11726 members 
Mstep: Class 20 contains 2474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53775508.000000 Penalty: 30245.964844
Iteration 16Q: 15 clusters Score -5.377551e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 3 contains 14463 members 
Mstep: Class 4 contains 266698 members 
Mstep: Class 5 contains 110529 members 
Mstep: Class 6 contains 31265 members 
Mstep: Class 7 contains 5986 members 
Mstep: Class 9 contains 88231 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 14 contains 15426 members 
Mstep: Class 16 contains 1746 members 
Mstep: Class 17 contains 9714 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 11497 members 
Mstep: Class 20 contains 2555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53778872.000000 Penalty: 30245.964844
Iteration 17Q: 15 clusters Score -5.377887e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 3 contains 14151 members 
Mstep: Class 4 contains 264602 members 
Mstep: Class 5 contains 110515 members 
Mstep: Class 6 contains 31489 members 
Mstep: Class 7 contains 6088 members 
Mstep: Class 9 contains 88242 members 
Mstep: Class 12 contains 9723 members 
Mstep: Class 14 contains 15350 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 9559 members 
Mstep: Class 18 contains 2490 members 
Mstep: Class 19 contains 11137 members 
Mstep: Class 20 contains 2712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53781308.000000 Penalty: 30245.964844
Iteration 18Q: 15 clusters Score -5.378131e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 3 contains 13902 members 
Mstep: Class 4 contains 262625 members 
Mstep: Class 5 contains 110536 members 
Mstep: Class 6 contains 31690 members 
Mstep: Class 7 contains 6202 members 
Mstep: Class 9 contains 88243 members 
Mstep: Class 12 contains 10176 members 
Mstep: Class 14 contains 15214 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 9395 members 
Mstep: Class 18 contains 2292 members 
Mstep: Class 19 contains 10674 members 
Mstep: Class 20 contains 2913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53783492.000000 Penalty: 30245.964844
Iteration 19Q: 15 clusters Score -5.378349e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 3 contains 13709 members 
Mstep: Class 4 contains 260908 members 
Mstep: Class 5 contains 110602 members 
Mstep: Class 6 contains 31824 members 
Mstep: Class 7 contains 6287 members 
Mstep: Class 9 contains 88237 members 
Mstep: Class 12 contains 10504 members 
Mstep: Class 14 contains 15026 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 9219 members 
Mstep: Class 18 contains 2128 members 
Mstep: Class 19 contains 10122 members 
Mstep: Class 20 contains 3109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53787176.000000 Penalty: 30245.964844
Iteration 20F: 15 clusters Score -5.378718e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 3 contains 13498 members 
Mstep: Class 4 contains 259069 members 
Mstep: Class 5 contains 110652 members 
Mstep: Class 6 contains 31923 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 9 contains 88224 members 
Mstep: Class 12 contains 10762 members 
Mstep: Class 14 contains 14842 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 2079 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 20 contains 3586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53790332.000000 Penalty: 30245.964844
Iteration 21Q: 15 clusters Score -5.379033e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 3 contains 13340 members 
Mstep: Class 4 contains 257207 members 
Mstep: Class 5 contains 110685 members 
Mstep: Class 6 contains 31945 members 
Mstep: Class 7 contains 6502 members 
Mstep: Class 9 contains 88200 members 
Mstep: Class 12 contains 10917 members 
Mstep: Class 14 contains 14626 members 
Mstep: Class 16 contains 3066 members 
Mstep: Class 17 contains 8623 members 
Mstep: Class 18 contains 2071 members 
Mstep: Class 19 contains 8696 members 
Mstep: Class 20 contains 4055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53793088.000000 Penalty: 30245.964844
Iteration 22Q: 15 clusters Score -5.379309e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 3 contains 13182 members 
Mstep: Class 4 contains 255410 members 
Mstep: Class 5 contains 110718 members 
Mstep: Class 6 contains 31890 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 9 contains 88189 members 
Mstep: Class 12 contains 11045 members 
Mstep: Class 14 contains 14400 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 8309 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53795572.000000 Penalty: 30245.964844
Iteration 23Q: 15 clusters Score -5.379557e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 3 contains 13018 members 
Mstep: Class 4 contains 253778 members 
Mstep: Class 5 contains 110771 members 
Mstep: Class 6 contains 31787 members 
Mstep: Class 7 contains 6871 members 
Mstep: Class 9 contains 88171 members 
Mstep: Class 12 contains 11158 members 
Mstep: Class 14 contains 14164 members 
Mstep: Class 16 contains 3918 members 
Mstep: Class 17 contains 7961 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 7426 members 
Mstep: Class 20 contains 4883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53797636.000000 Penalty: 30245.964844
Iteration 24Q: 15 clusters Score -5.379764e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 3 contains 12860 members 
Mstep: Class 4 contains 252315 members 
Mstep: Class 5 contains 110844 members 
Mstep: Class 6 contains 31585 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 9 contains 88145 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 16 contains 4336 members 
Mstep: Class 17 contains 7654 members 
Mstep: Class 18 contains 2128 members 
Mstep: Class 19 contains 6894 members 
Mstep: Class 20 contains 5226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53800076.000000 Penalty: 30245.964844
Iteration 25Q: 15 clusters Score -5.380008e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 3 contains 12743 members 
Mstep: Class 4 contains 250992 members 
Mstep: Class 5 contains 110889 members 
Mstep: Class 6 contains 31241 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 9 contains 88125 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 14 contains 13708 members 
Mstep: Class 16 contains 4732 members 
Mstep: Class 17 contains 7384 members 
Mstep: Class 18 contains 2150 members 
Mstep: Class 19 contains 6511 members 
Mstep: Class 20 contains 5514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53801468.000000 Penalty: 30245.964844
Iteration 26Q: 15 clusters Score -5.380147e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 3 contains 12653 members 
Mstep: Class 4 contains 249817 members 
Mstep: Class 5 contains 110938 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 7491 members 
Mstep: Class 9 contains 88101 members 
Mstep: Class 12 contains 11441 members 
Mstep: Class 14 contains 13481 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 7163 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 5761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53802868.000000 Penalty: 30245.964844
Iteration 27Q: 15 clusters Score -5.380287e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 3 contains 12580 members 
Mstep: Class 4 contains 248771 members 
Mstep: Class 5 contains 110977 members 
Mstep: Class 6 contains 30224 members 
Mstep: Class 7 contains 7697 members 
Mstep: Class 9 contains 88092 members 
Mstep: Class 12 contains 11523 members 
Mstep: Class 14 contains 13240 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 6992 members 
Mstep: Class 18 contains 2176 members 
Mstep: Class 19 contains 6012 members 
Mstep: Class 20 contains 5941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53804468.000000 Penalty: 30245.964844
Iteration 28Q: 15 clusters Score -5.380447e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 3 contains 12517 members 
Mstep: Class 4 contains 247741 members 
Mstep: Class 5 contains 111013 members 
Mstep: Class 6 contains 29645 members 
Mstep: Class 7 contains 7894 members 
Mstep: Class 9 contains 88097 members 
Mstep: Class 12 contains 11605 members 
Mstep: Class 14 contains 12963 members 
Mstep: Class 16 contains 5715 members 
Mstep: Class 17 contains 6869 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 5845 members 
Mstep: Class 20 contains 6090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53805948.000000 Penalty: 30245.964844
Iteration 29Q: 15 clusters Score -5.380595e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 3 contains 12477 members 
Mstep: Class 4 contains 247002 members 
Mstep: Class 5 contains 111036 members 
Mstep: Class 6 contains 28872 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 9 contains 88096 members 
Mstep: Class 12 contains 11652 members 
Mstep: Class 14 contains 12688 members 
Mstep: Class 16 contains 5988 members 
Mstep: Class 17 contains 6762 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 5711 members 
Mstep: Class 20 contains 6207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53807516.000000 Penalty: 30245.964844
Iteration 30Q: 15 clusters Score -5.380752e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 3 contains 12452 members 
Mstep: Class 4 contains 246395 members 
Mstep: Class 5 contains 111049 members 
Mstep: Class 6 contains 28039 members 
Mstep: Class 7 contains 8167 members 
Mstep: Class 9 contains 88127 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 14 contains 12401 members 
Mstep: Class 16 contains 6198 members 
Mstep: Class 17 contains 6653 members 
Mstep: Class 18 contains 2201 members 
Mstep: Class 19 contains 5606 members 
Mstep: Class 20 contains 6317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53808748.000000 Penalty: 30245.964844
Iteration 31Q: 15 clusters Score -5.380875e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 3 contains 12428 members 
Mstep: Class 4 contains 245852 members 
Mstep: Class 5 contains 111065 members 
Mstep: Class 6 contains 27152 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 9 contains 88141 members 
Mstep: Class 12 contains 11791 members 
Mstep: Class 14 contains 12099 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 6544 members 
Mstep: Class 18 contains 2202 members 
Mstep: Class 19 contains 5513 members 
Mstep: Class 20 contains 6413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53810328.000000 Penalty: 30245.964844
Iteration 32Q: 15 clusters Score -5.381033e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 3 contains 12410 members 
Mstep: Class 4 contains 245466 members 
Mstep: Class 5 contains 111077 members 
Mstep: Class 6 contains 26184 members 
Mstep: Class 7 contains 8396 members 
Mstep: Class 9 contains 88138 members 
Mstep: Class 12 contains 11823 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 2208 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 20 contains 6497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53811880.000000 Penalty: 30245.964844
Iteration 33Q: 15 clusters Score -5.381188e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 3 contains 12397 members 
Mstep: Class 4 contains 245092 members 
Mstep: Class 5 contains 111094 members 
Mstep: Class 6 contains 25252 members 
Mstep: Class 7 contains 8467 members 
Mstep: Class 9 contains 88168 members 
Mstep: Class 12 contains 11838 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 6561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53813688.000000 Penalty: 30245.964844
Iteration 34Q: 15 clusters Score -5.381369e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 3 contains 12396 members 
Mstep: Class 4 contains 244703 members 
Mstep: Class 5 contains 111101 members 
Mstep: Class 6 contains 24405 members 
Mstep: Class 7 contains 8552 members 
Mstep: Class 9 contains 88188 members 
Mstep: Class 12 contains 11831 members 
Mstep: Class 14 contains 11198 members 
Mstep: Class 16 contains 6824 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 6612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53815228.000000 Penalty: 30245.964844
Iteration 35Q: 15 clusters Score -5.381523e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 3 contains 12394 members 
Mstep: Class 4 contains 244175 members 
Mstep: Class 5 contains 111114 members 
Mstep: Class 6 contains 23664 members 
Mstep: Class 7 contains 8645 members 
Mstep: Class 9 contains 88202 members 
Mstep: Class 12 contains 11855 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 16 contains 6912 members 
Mstep: Class 17 contains 6162 members 
Mstep: Class 18 contains 2208 members 
Mstep: Class 19 contains 5274 members 
Mstep: Class 20 contains 6652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53816804.000000 Penalty: 30245.964844
Iteration 36Q: 15 clusters Score -5.38168e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 3 contains 12388 members 
Mstep: Class 4 contains 243570 members 
Mstep: Class 5 contains 111120 members 
Mstep: Class 6 contains 23020 members 
Mstep: Class 7 contains 8712 members 
Mstep: Class 9 contains 88221 members 
Mstep: Class 12 contains 11878 members 
Mstep: Class 14 contains 10769 members 
Mstep: Class 16 contains 6983 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5224 members 
Mstep: Class 20 contains 6699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53817860.000000 Penalty: 30245.964844
Iteration 37Q: 15 clusters Score -5.381786e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 3 contains 12386 members 
Mstep: Class 4 contains 242943 members 
Mstep: Class 5 contains 111123 members 
Mstep: Class 6 contains 22524 members 
Mstep: Class 7 contains 8755 members 
Mstep: Class 9 contains 88242 members 
Mstep: Class 12 contains 11894 members 
Mstep: Class 14 contains 10617 members 
Mstep: Class 16 contains 7053 members 
Mstep: Class 17 contains 6042 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 6756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53818512.000000 Penalty: 30245.964844
Iteration 38Q: 15 clusters Score -5.381851e+07 nChanged 2606
Entering ConstructFrom: 
Score: -53818512.000000 Penalty: 30245.964844
Entering ConstructFrom: 
Trying to split cluster 1 (59486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Entering Unmasked Estep 
Score: -5415816.000000 Penalty: 1786.443115
	Iteration 0F: 2 clusters Score -5415816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -5376381.000000 Penalty: 3572.886230
	Iteration 0F: 3 clusters Score -5376381 nChanged 27823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -5392871.000000 Penalty: 3572.886230
	Iteration 1F: 3 clusters Score -5392871 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -5394328.000000 Penalty: 3572.886230
	Iteration 2F: 3 clusters Score -5394328 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -5396425.500000 Penalty: 3572.886230
	Iteration 3F: 3 clusters Score -5396426 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -5399378.000000 Penalty: 3572.886230
	Iteration 4F: 3 clusters Score -5399378 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -5403342.000000 Penalty: 3572.886230
	Iteration 5F: 3 clusters Score -5403342 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -5407759.500000 Penalty: 3572.886230
	Iteration 6F: 3 clusters Score -5407760 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -5410976.500000 Penalty: 3572.886230
	Iteration 7F: 3 clusters Score -5410976 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -5412413.500000 Penalty: 3572.886230
	Iteration 8Q: 3 clusters Score -5412414 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -5413049.500000 Penalty: 3572.886230
	Iteration 9Q: 3 clusters Score -5413050 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -5413330.000000 Penalty: 3572.886230
	Iteration 10Q: 3 clusters Score -5413330 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -5413557.500000 Penalty: 3572.886230
	Iteration 11Q: 3 clusters Score -5413558 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -5413712.000000 Penalty: 3572.886230
	Iteration 12Q: 3 clusters Score -5413712 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -5413833.000000 Penalty: 3572.886230
	Iteration 13Q: 3 clusters Score -5413833 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -5413919.000000 Penalty: 3572.886230
	Iteration 14Q: 3 clusters Score -5413919 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -5414000.500000 Penalty: 3572.886230
	Iteration 15Q: 3 clusters Score -5414000 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -5414100.000000 Penalty: 3572.886230
	Iteration 16Q: 3 clusters Score -5414100 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -5414171.500000 Penalty: 3572.886230
	Iteration 17Q: 3 clusters Score -5414172 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -5414244.500000 Penalty: 3572.886230
	Iteration 18Q: 3 clusters Score -5414244 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -5414295.500000 Penalty: 3572.886230
	Iteration 19Q: 3 clusters Score -5414296 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -5414347.000000 Penalty: 3572.886230
	Iteration 20F: 3 clusters Score -5414347 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -5414382.000000 Penalty: 3572.886230
	Iteration 21Q: 3 clusters Score -5414382 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -5414403.500000 Penalty: 3572.886230
	Iteration 22Q: 3 clusters Score -5414404 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -5414446.000000 Penalty: 3572.886230
	Iteration 23Q: 3 clusters Score -5414446 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -5414487.500000 Penalty: 3572.886230
	Iteration 24Q: 3 clusters Score -5414488 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -5414536.500000 Penalty: 3572.886230
	Iteration 25Q: 3 clusters Score -5414536 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -5414595.000000 Penalty: 3572.886230
	Iteration 26Q: 3 clusters Score -5414595 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -5414653.000000 Penalty: 3572.886230
	Iteration 27Q: 3 clusters Score -5414653 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -5414739.000000 Penalty: 3572.886230
	Iteration 28Q: 3 clusters Score -5414739 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -5414834.500000 Penalty: 3572.886230
	Iteration 29Q: 3 clusters Score -5414834 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -5414945.500000 Penalty: 3572.886230
	Iteration 30Q: 3 clusters Score -5414946 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -5415067.000000 Penalty: 3572.886230
	Iteration 31Q: 3 clusters Score -5415067 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -5415310.000000 Penalty: 3572.886230
	Iteration 32Q: 3 clusters Score -5415310 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -5415686.000000 Penalty: 3572.886230
	Iteration 33Q: 3 clusters Score -5415686 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -5416150.000000 Penalty: 3572.886230
	Iteration 34Q: 3 clusters Score -5416150 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -5416481.000000 Penalty: 3572.886230
	Iteration 35Q: 3 clusters Score -5416481 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -5416652.000000 Penalty: 3572.886230
	Iteration 36Q: 3 clusters Score -5416652 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -5416790.500000 Penalty: 3572.886230
	Iteration 37Q: 3 clusters Score -5416790 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -5416811.500000 Penalty: 3572.886230
	Iteration 38Q: 3 clusters Score -5416812 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -5416881.000000 Penalty: 3572.886230
	Iteration 39Q: 3 clusters Score -5416881 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -5416924.000000 Penalty: 3572.886230
	Iteration 40F: 3 clusters Score -5416924 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -5416950.000000 Penalty: 3572.886230
	Iteration 41Q: 3 clusters Score -5416950 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -5416975.000000 Penalty: 3572.886230
	Iteration 42Q: 3 clusters Score -5416975 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -5416994.000000 Penalty: 3572.886230
	Iteration 43Q: 3 clusters Score -5416994 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -5417010.500000 Penalty: 3572.886230
	Iteration 44Q: 3 clusters Score -5417010 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -5417016.000000 Penalty: 3572.886230
	Iteration 45Q: 3 clusters Score -5417016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -5417035.000000 Penalty: 3572.886230
	Iteration 46Q: 3 clusters Score -5417035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -5417038.000000 Penalty: 3572.886230
	Iteration 47Q: 3 clusters Score -5417038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -5417030.500000 Penalty: 3572.886230
	Iteration 48Q: 3 clusters Score -5417030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -5417026.500000 Penalty: 3572.886230
	Iteration 49Q: 3 clusters Score -5417026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -5417017.000000 Penalty: 3572.886230
	Iteration 50Q: 3 clusters Score -5417017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -5417030.500000 Penalty: 3572.886230
	Iteration 51Q: 3 clusters Score -5417030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -5417027.000000 Penalty: 3572.886230
	Iteration 52Q: 3 clusters Score -5417027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -5417043.500000 Penalty: 3572.886230
	Iteration 53Q: 3 clusters Score -5417044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -5417050.500000 Penalty: 3572.886230
	Iteration 54Q: 3 clusters Score -5417050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -5417040.500000 Penalty: 3572.886230
	Iteration 55Q: 3 clusters Score -5417040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -5417037.000000 Penalty: 3572.886230
	Iteration 56Q: 3 clusters Score -5417037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -5417033.000000 Penalty: 3572.886230
	Iteration 57Q: 3 clusters Score -5417033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -5417036.500000 Penalty: 3572.886230
	Iteration 58Q: 3 clusters Score -5417036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -5417042.500000 Penalty: 3572.886230
	Iteration 59Q: 3 clusters Score -5417042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -5417040.500000 Penalty: 3572.886230
	Iteration 60F: 3 clusters Score -5417040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -5417037.000000 Penalty: 3572.886230
	Iteration 61Q: 3 clusters Score -5417037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -5417043.000000 Penalty: 3572.886230
	Iteration 62Q: 3 clusters Score -5417043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -5417038.500000 Penalty: 3572.886230
	Iteration 63Q: 3 clusters Score -5417038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -5417037.500000 Penalty: 3572.886230
	Iteration 64Q: 3 clusters Score -5417038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -5417035.500000 Penalty: 3572.886230
	Iteration 65Q: 3 clusters Score -5417036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -5417039.000000 Penalty: 3572.886230
	Iteration 66Q: 3 clusters Score -5417039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -5417037.000000 Penalty: 3572.886230
	Iteration 67Q: 3 clusters Score -5417037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -5417047.000000 Penalty: 3572.886230
	Iteration 68Q: 3 clusters Score -5417047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -5417047.000000 Penalty: 3572.886230
	Iteration 69Q: 3 clusters Score -5417047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -5417056.000000 Penalty: 3572.886230
	Iteration 70Q: 3 clusters Score -5417056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -5417059.000000 Penalty: 3572.886230
	Iteration 71Q: 3 clusters Score -5417059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -5417047.500000 Penalty: 3572.886230
	Iteration 72Q: 3 clusters Score -5417048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -5417045.500000 Penalty: 3572.886230
	Iteration 73Q: 3 clusters Score -5417046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -5417046.500000 Penalty: 3572.886230
	Iteration 74Q: 3 clusters Score -5417046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -5417047.500000 Penalty: 3572.886230
	Iteration 75Q: 3 clusters Score -5417048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -5417046.000000 Penalty: 3572.886230
	Iteration 76Q: 3 clusters Score -5417046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -5417043.500000 Penalty: 3572.886230
	Iteration 77Q: 3 clusters Score -5417044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -5417044.000000 Penalty: 3572.886230
	Iteration 78Q: 3 clusters Score -5417044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -5417051.500000 Penalty: 3572.886230
	Iteration 79Q: 3 clusters Score -5417052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -5417045.000000 Penalty: 3572.886230
	Iteration 80F: 3 clusters Score -5417045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -5417045.500000 Penalty: 3572.886230
	Iteration 81Q: 3 clusters Score -5417046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -5417040.000000 Penalty: 3572.886230
	Iteration 82Q: 3 clusters Score -5417040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -5417040.000000 Penalty: 3572.886230
	Iteration 83F: 3 clusters Score -5417040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 12378 members 
Mstep: Class 4 contains 242279 members 
Mstep: Class 5 contains 111126 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 8786 members 
Mstep: Class 9 contains 88278 members 
Mstep: Class 12 contains 11901 members 
Mstep: Class 14 contains 10509 members 
Mstep: Class 16 contains 7134 members 
Mstep: Class 17 contains 5998 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 6828 members 
Entering Unmasked Estep 
Score: -53820020.000000 Penalty: 32406.390625
Splitting cluster 1 changes total score from -53818512.000000 to -53820020.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (12378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Entering Unmasked Estep 
Score: -1197976.750000 Penalty: 1531.347290
	Iteration 0F: 2 clusters Score -1197977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1189259.750000 Penalty: 3062.694580
	Iteration 0F: 3 clusters Score -1189260 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1192273.125000 Penalty: 3062.694580
	Iteration 1F: 3 clusters Score -1192273 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1193078.875000 Penalty: 3062.694580
	Iteration 2F: 3 clusters Score -1193079 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1194427.375000 Penalty: 3062.694580
	Iteration 3F: 3 clusters Score -1194427 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1196031.500000 Penalty: 3062.694580
	Iteration 4F: 3 clusters Score -1196032 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1197749.000000 Penalty: 3062.694580
	Iteration 5F: 3 clusters Score -1197749 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1199037.625000 Penalty: 3062.694580
	Iteration 6F: 3 clusters Score -1199038 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1199813.375000 Penalty: 3062.694580
	Iteration 7F: 3 clusters Score -1199813 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1200193.750000 Penalty: 3062.694580
	Iteration 8Q: 3 clusters Score -1200194 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1200347.250000 Penalty: 3062.694580
	Iteration 9Q: 3 clusters Score -1200347 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1200406.500000 Penalty: 3062.694580
	Iteration 10Q: 3 clusters Score -1200406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1200431.750000 Penalty: 3062.694580
	Iteration 11Q: 3 clusters Score -1200432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1200461.500000 Penalty: 3062.694580
	Iteration 12Q: 3 clusters Score -1200462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1200477.000000 Penalty: 3062.694580
	Iteration 13Q: 3 clusters Score -1200477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1200478.375000 Penalty: 3062.694580
	Iteration 14Q: 3 clusters Score -1200478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1200489.375000 Penalty: 3062.694580
	Iteration 15Q: 3 clusters Score -1200489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1200493.500000 Penalty: 3062.694580
	Iteration 16Q: 3 clusters Score -1200494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1200492.375000 Penalty: 3062.694580
	Iteration 17Q: 3 clusters Score -1200492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1200500.250000 Penalty: 3062.694580
	Iteration 18Q: 3 clusters Score -1200500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1200501.750000 Penalty: 3062.694580
	Iteration 19Q: 3 clusters Score -1200502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1200500.125000 Penalty: 3062.694580
	Iteration 20F: 3 clusters Score -1200500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1200504.125000 Penalty: 3062.694580
	Iteration 21Q: 3 clusters Score -1200504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1200506.625000 Penalty: 3062.694580
	Iteration 22Q: 3 clusters Score -1200507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1200508.250000 Penalty: 3062.694580
	Iteration 23Q: 3 clusters Score -1200508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1200506.250000 Penalty: 3062.694580
	Iteration 24Q: 3 clusters Score -1200506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1200505.500000 Penalty: 3062.694580
	Iteration 25Q: 3 clusters Score -1200506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1200508.250000 Penalty: 3062.694580
	Iteration 26Q: 3 clusters Score -1200508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1200510.500000 Penalty: 3062.694580
	Iteration 27Q: 3 clusters Score -1200510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1200508.250000 Penalty: 3062.694580
	Iteration 28Q: 3 clusters Score -1200508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1200509.500000 Penalty: 3062.694580
	Iteration 29Q: 3 clusters Score -1200510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1200511.625000 Penalty: 3062.694580
	Iteration 30Q: 3 clusters Score -1200512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1200509.625000 Penalty: 3062.694580
	Iteration 31Q: 3 clusters Score -1200510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1200513.750000 Penalty: 3062.694580
	Iteration 32Q: 3 clusters Score -1200514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1200512.125000 Penalty: 3062.694580
	Iteration 33Q: 3 clusters Score -1200512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1200511.375000 Penalty: 3062.694580
	Iteration 34Q: 3 clusters Score -1200511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1200510.500000 Penalty: 3062.694580
	Iteration 35Q: 3 clusters Score -1200510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1200513.250000 Penalty: 3062.694580
	Iteration 36Q: 3 clusters Score -1200513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1200515.000000 Penalty: 3062.694580
	Iteration 37Q: 3 clusters Score -1200515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1200515.000000 Penalty: 3062.694580
	Iteration 38F: 3 clusters Score -1200515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 10585 members 
Mstep: Class 4 contains 242279 members 
Mstep: Class 5 contains 111126 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 8786 members 
Mstep: Class 8 contains 1793 members 
Mstep: Class 9 contains 88278 members 
Mstep: Class 12 contains 11901 members 
Mstep: Class 14 contains 10509 members 
Mstep: Class 16 contains 7134 members 
Mstep: Class 17 contains 5998 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 6828 members 
Entering Unmasked Estep 
Score: -53821908.000000 Penalty: 34566.816406
Splitting cluster 3 changes total score from -53818512.000000 to -53821908.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 4 (242279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242279 members 
Entering Unmasked Estep 
Score: -22080476.000000 Penalty: 2014.649902
	Iteration 0F: 2 clusters Score -2.208048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121520 members 
Mstep: Class 2 contains 120759 members 
Entering Unmasked Estep 
Score: -21925238.000000 Penalty: 4029.299805
	Iteration 0F: 3 clusters Score -2.192524e+07 nChanged 117538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126922 members 
Mstep: Class 2 contains 115357 members 
Entering Unmasked Estep 
Score: -21995784.000000 Penalty: 4029.299805
	Iteration 1F: 3 clusters Score -2.199578e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130549 members 
Mstep: Class 2 contains 111730 members 
Entering Unmasked Estep 
Score: -21998484.000000 Penalty: 4029.299805
	Iteration 2Q: 3 clusters Score -2.199848e+07 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136397 members 
Mstep: Class 2 contains 105882 members 
Entering Unmasked Estep 
Score: -22002990.000000 Penalty: 4029.299805
	Iteration 3Q: 3 clusters Score -2.200299e+07 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145164 members 
Mstep: Class 2 contains 97115 members 
Entering Unmasked Estep 
Score: -22010348.000000 Penalty: 4029.299805
	Iteration 4F: 3 clusters Score -2.201035e+07 nChanged 15711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157505 members 
Mstep: Class 2 contains 84774 members 
Entering Unmasked Estep 
Score: -22021382.000000 Penalty: 4029.299805
	Iteration 5F: 3 clusters Score -2.202138e+07 nChanged 17770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172555 members 
Mstep: Class 2 contains 69724 members 
Entering Unmasked Estep 
Score: -22036158.000000 Penalty: 4029.299805
	Iteration 6F: 3 clusters Score -2.203616e+07 nChanged 16849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187134 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -22050208.000000 Penalty: 4029.299805
	Iteration 7F: 3 clusters Score -2.205021e+07 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198361 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -22060208.000000 Penalty: 4029.299805
	Iteration 8F: 3 clusters Score -2.206021e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206346 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -22066270.000000 Penalty: 4029.299805
	Iteration 9Q: 3 clusters Score -2.206627e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212270 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -22070002.000000 Penalty: 4029.299805
	Iteration 10Q: 3 clusters Score -2.207e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216913 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -22072292.000000 Penalty: 4029.299805
	Iteration 11Q: 3 clusters Score -2.207229e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220857 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -22074238.000000 Penalty: 4029.299805
	Iteration 12Q: 3 clusters Score -2.207424e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224166 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -22075864.000000 Penalty: 4029.299805
	Iteration 13Q: 3 clusters Score -2.207586e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226862 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -22077146.000000 Penalty: 4029.299805
	Iteration 14Q: 3 clusters Score -2.207715e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229053 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -22078080.000000 Penalty: 4029.299805
	Iteration 15Q: 3 clusters Score -2.207808e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230780 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -22079112.000000 Penalty: 4029.299805
	Iteration 16Q: 3 clusters Score -2.207911e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232116 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -22080342.000000 Penalty: 4029.299805
	Iteration 17Q: 3 clusters Score -2.208034e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233054 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -22081334.000000 Penalty: 4029.299805
	Iteration 18Q: 3 clusters Score -2.208133e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233664 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -22081978.000000 Penalty: 4029.299805
	Iteration 19Q: 3 clusters Score -2.208198e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234024 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -22082208.000000 Penalty: 4029.299805
	Iteration 20F: 3 clusters Score -2.208221e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234274 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -22082302.000000 Penalty: 4029.299805
	Iteration 21Q: 3 clusters Score -2.20823e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234463 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -22082428.000000 Penalty: 4029.299805
	Iteration 22Q: 3 clusters Score -2.208243e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234608 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -22082520.000000 Penalty: 4029.299805
	Iteration 23Q: 3 clusters Score -2.208252e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234723 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -22082522.000000 Penalty: 4029.299805
	Iteration 24Q: 3 clusters Score -2.208252e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234834 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -22082544.000000 Penalty: 4029.299805
	Iteration 25Q: 3 clusters Score -2.208254e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234918 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -22082584.000000 Penalty: 4029.299805
	Iteration 26Q: 3 clusters Score -2.208258e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234994 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -22082590.000000 Penalty: 4029.299805
	Iteration 27Q: 3 clusters Score -2.208259e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235036 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -22082596.000000 Penalty: 4029.299805
	Iteration 28Q: 3 clusters Score -2.20826e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235074 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -22082580.000000 Penalty: 4029.299805
	Iteration 29Q: 3 clusters Score -2.208258e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235102 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -22082544.000000 Penalty: 4029.299805
	Iteration 30Q: 3 clusters Score -2.208254e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235131 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -22082560.000000 Penalty: 4029.299805
	Iteration 31Q: 3 clusters Score -2.208256e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235171 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -22082584.000000 Penalty: 4029.299805
	Iteration 32Q: 3 clusters Score -2.208258e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235203 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -22082614.000000 Penalty: 4029.299805
	Iteration 33Q: 3 clusters Score -2.208261e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235235 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -22082640.000000 Penalty: 4029.299805
	Iteration 34Q: 3 clusters Score -2.208264e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235274 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -22082614.000000 Penalty: 4029.299805
	Iteration 35Q: 3 clusters Score -2.208261e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235294 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -22082612.000000 Penalty: 4029.299805
	Iteration 36Q: 3 clusters Score -2.208261e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235310 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -22082598.000000 Penalty: 4029.299805
	Iteration 37Q: 3 clusters Score -2.20826e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235324 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -22082604.000000 Penalty: 4029.299805
	Iteration 38Q: 3 clusters Score -2.20826e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235347 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -22082612.000000 Penalty: 4029.299805
	Iteration 39Q: 3 clusters Score -2.208261e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235362 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -22082610.000000 Penalty: 4029.299805
	Iteration 40F: 3 clusters Score -2.208261e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235376 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -22082600.000000 Penalty: 4029.299805
	Iteration 41Q: 3 clusters Score -2.20826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235388 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -22082598.000000 Penalty: 4029.299805
	Iteration 42Q: 3 clusters Score -2.20826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235397 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -22082594.000000 Penalty: 4029.299805
	Iteration 43Q: 3 clusters Score -2.208259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235408 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -22082588.000000 Penalty: 4029.299805
	Iteration 44Q: 3 clusters Score -2.208259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235419 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -22082572.000000 Penalty: 4029.299805
	Iteration 45Q: 3 clusters Score -2.208257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235431 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -22082588.000000 Penalty: 4029.299805
	Iteration 46Q: 3 clusters Score -2.208259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235434 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -22082576.000000 Penalty: 4029.299805
	Iteration 47Q: 3 clusters Score -2.208258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235439 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -22082566.000000 Penalty: 4029.299805
	Iteration 48Q: 3 clusters Score -2.208257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235445 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -22082576.000000 Penalty: 4029.299805
	Iteration 49Q: 3 clusters Score -2.208258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235445 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -22082568.000000 Penalty: 4029.299805
	Iteration 50Q: 3 clusters Score -2.208257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235448 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -22082556.000000 Penalty: 4029.299805
	Iteration 51Q: 3 clusters Score -2.208256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235448 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -22082556.000000 Penalty: 4029.299805
	Iteration 52F: 3 clusters Score -2.208256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 10585 members 
Mstep: Class 4 contains 235448 members 
Mstep: Class 5 contains 111126 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 8786 members 
Mstep: Class 8 contains 1793 members 
Mstep: Class 9 contains 88278 members 
Mstep: Class 10 contains 6831 members 
Mstep: Class 12 contains 11901 members 
Mstep: Class 14 contains 10509 members 
Mstep: Class 16 contains 7134 members 
Mstep: Class 17 contains 5998 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 6828 members 
Entering Unmasked Estep 
Score: -53824156.000000 Penalty: 36727.242188
Splitting cluster 4 changes total score from -53818512.000000 to -53824156.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 5 (111126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Entering Unmasked Estep 
Score: -10914913.000000 Penalty: 1887.993164
	Iteration 0F: 2 clusters Score -1.091491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -10848163.000000 Penalty: 3775.986328
	Iteration 0F: 3 clusters Score -1.084816e+07 nChanged 53234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -10878910.000000 Penalty: 3775.986328
	Iteration 1F: 3 clusters Score -1.087891e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -10879733.000000 Penalty: 3775.986328
	Iteration 2Q: 3 clusters Score -1.087973e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -10880846.000000 Penalty: 3775.986328
	Iteration 3Q: 3 clusters Score -1.088085e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -10882729.000000 Penalty: 3775.986328
	Iteration 4Q: 3 clusters Score -1.088273e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -10886061.000000 Penalty: 3775.986328
	Iteration 5F: 3 clusters Score -1.088606e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -10891418.000000 Penalty: 3775.986328
	Iteration 6F: 3 clusters Score -1.089142e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -10898033.000000 Penalty: 3775.986328
	Iteration 7F: 3 clusters Score -1.089803e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -10903810.000000 Penalty: 3775.986328
	Iteration 8F: 3 clusters Score -1.090381e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104708 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -10908078.000000 Penalty: 3775.986328
	Iteration 9F: 3 clusters Score -1.090808e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107833 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -10910615.000000 Penalty: 3775.986328
	Iteration 10Q: 3 clusters Score -1.091062e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109393 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -10911976.000000 Penalty: 3775.986328
	Iteration 11Q: 3 clusters Score -1.091198e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110105 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10912562.000000 Penalty: 3775.986328
	Iteration 12Q: 3 clusters Score -1.091256e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110474 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10912921.000000 Penalty: 3775.986328
	Iteration 13Q: 3 clusters Score -1.091292e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110638 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10913041.000000 Penalty: 3775.986328
	Iteration 14Q: 3 clusters Score -1.091304e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110713 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10913117.000000 Penalty: 3775.986328
	Iteration 15Q: 3 clusters Score -1.091312e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110768 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -10913180.000000 Penalty: 3775.986328
	Iteration 16Q: 3 clusters Score -1.091318e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110798 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10913209.000000 Penalty: 3775.986328
	Iteration 17Q: 3 clusters Score -1.091321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110812 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10913241.000000 Penalty: 3775.986328
	Iteration 18Q: 3 clusters Score -1.091324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110824 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10913258.000000 Penalty: 3775.986328
	Iteration 19Q: 3 clusters Score -1.091326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110829 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10913269.000000 Penalty: 3775.986328
	Iteration 20F: 3 clusters Score -1.091327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110835 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10913282.000000 Penalty: 3775.986328
	Iteration 21Q: 3 clusters Score -1.091328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110841 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10913296.000000 Penalty: 3775.986328
	Iteration 22Q: 3 clusters Score -1.09133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110846 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10913306.000000 Penalty: 3775.986328
	Iteration 23Q: 3 clusters Score -1.091331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110847 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10913305.000000 Penalty: 3775.986328
	Iteration 24Q: 3 clusters Score -1.09133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110849 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10913309.000000 Penalty: 3775.986328
	Iteration 25Q: 3 clusters Score -1.091331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110852 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10913307.000000 Penalty: 3775.986328
	Iteration 26Q: 3 clusters Score -1.091331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110854 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10913315.000000 Penalty: 3775.986328
	Iteration 27Q: 3 clusters Score -1.091332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110855 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10913316.000000 Penalty: 3775.986328
	Iteration 28Q: 3 clusters Score -1.091332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110857 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10913324.000000 Penalty: 3775.986328
	Iteration 29Q: 3 clusters Score -1.091332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110859 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10913323.000000 Penalty: 3775.986328
	Iteration 30Q: 3 clusters Score -1.091332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110858 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10913323.000000 Penalty: 3775.986328
	Iteration 31Q: 3 clusters Score -1.091332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110858 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10913323.000000 Penalty: 3775.986328
	Iteration 32F: 3 clusters Score -1.091332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Entering Unmasked Estep 
Score: -2019975.750000 Penalty: 1625.666504
	Iteration 0F: 2 clusters Score -2019976 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 11007 members 
Entering Unmasked Estep 
Score: -2005027.625000 Penalty: 3251.333008
	Iteration 0F: 3 clusters Score -2005028 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2010298.875000 Penalty: 3251.333008
	Iteration 1F: 3 clusters Score -2010299 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2010624.375000 Penalty: 3251.333008
	Iteration 2Q: 3 clusters Score -2010624 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2010962.625000 Penalty: 3251.333008
	Iteration 3Q: 3 clusters Score -2010963 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2011353.625000 Penalty: 3251.333008
	Iteration 4Q: 3 clusters Score -2011354 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2011823.250000 Penalty: 3251.333008
	Iteration 5Q: 3 clusters Score -2011823 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2012439.625000 Penalty: 3251.333008
	Iteration 6F: 3 clusters Score -2012440 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2013255.000000 Penalty: 3251.333008
	Iteration 7F: 3 clusters Score -2013255 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2014286.375000 Penalty: 3251.333008
	Iteration 8F: 3 clusters Score -2014286 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2015340.875000 Penalty: 3251.333008
	Iteration 9F: 3 clusters Score -2015341 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2016298.000000 Penalty: 3251.333008
	Iteration 10Q: 3 clusters Score -2016298 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2017005.625000 Penalty: 3251.333008
	Iteration 11Q: 3 clusters Score -2017006 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2017484.000000 Penalty: 3251.333008
	Iteration 12Q: 3 clusters Score -2017484 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2017728.500000 Penalty: 3251.333008
	Iteration 13Q: 3 clusters Score -2017728 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2017873.875000 Penalty: 3251.333008
	Iteration 14Q: 3 clusters Score -2017874 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2017932.375000 Penalty: 3251.333008
	Iteration 15Q: 3 clusters Score -2017932 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2017986.500000 Penalty: 3251.333008
	Iteration 16Q: 3 clusters Score -2017986 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2018050.375000 Penalty: 3251.333008
	Iteration 17Q: 3 clusters Score -2018050 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2018107.500000 Penalty: 3251.333008
	Iteration 18Q: 3 clusters Score -2018108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2018134.125000 Penalty: 3251.333008
	Iteration 19Q: 3 clusters Score -2018134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2018153.875000 Penalty: 3251.333008
	Iteration 20F: 3 clusters Score -2018154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2018191.125000 Penalty: 3251.333008
	Iteration 21Q: 3 clusters Score -2018191 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2018216.250000 Penalty: 3251.333008
	Iteration 22Q: 3 clusters Score -2018216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2018248.500000 Penalty: 3251.333008
	Iteration 23Q: 3 clusters Score -2018248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2018270.375000 Penalty: 3251.333008
	Iteration 24Q: 3 clusters Score -2018270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2018297.500000 Penalty: 3251.333008
	Iteration 25Q: 3 clusters Score -2018298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2018306.500000 Penalty: 3251.333008
	Iteration 26Q: 3 clusters Score -2018306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2018324.125000 Penalty: 3251.333008
	Iteration 27Q: 3 clusters Score -2018324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2018334.125000 Penalty: 3251.333008
	Iteration 28Q: 3 clusters Score -2018334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2018347.000000 Penalty: 3251.333008
	Iteration 29Q: 3 clusters Score -2018347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2018355.500000 Penalty: 3251.333008
	Iteration 30Q: 3 clusters Score -2018356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2018363.625000 Penalty: 3251.333008
	Iteration 31Q: 3 clusters Score -2018364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2018370.375000 Penalty: 3251.333008
	Iteration 32Q: 3 clusters Score -2018370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2018379.375000 Penalty: 3251.333008
	Iteration 33Q: 3 clusters Score -2018379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2018391.250000 Penalty: 3251.333008
	Iteration 34Q: 3 clusters Score -2018391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2018400.375000 Penalty: 3251.333008
	Iteration 35Q: 3 clusters Score -2018400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2018404.250000 Penalty: 3251.333008
	Iteration 36Q: 3 clusters Score -2018404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2018409.125000 Penalty: 3251.333008
	Iteration 37Q: 3 clusters Score -2018409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2018416.500000 Penalty: 3251.333008
	Iteration 38Q: 3 clusters Score -2018416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2018414.625000 Penalty: 3251.333008
	Iteration 39Q: 3 clusters Score -2018415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2018422.875000 Penalty: 3251.333008
	Iteration 40F: 3 clusters Score -2018423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2018420.125000 Penalty: 3251.333008
	Iteration 41Q: 3 clusters Score -2018420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2018427.875000 Penalty: 3251.333008
	Iteration 42Q: 3 clusters Score -2018428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2018426.875000 Penalty: 3251.333008
	Iteration 43Q: 3 clusters Score -2018427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2018428.750000 Penalty: 3251.333008
	Iteration 44Q: 3 clusters Score -2018429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2018430.875000 Penalty: 3251.333008
	Iteration 45Q: 3 clusters Score -2018431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2018436.625000 Penalty: 3251.333008
	Iteration 46Q: 3 clusters Score -2018437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2018438.750000 Penalty: 3251.333008
	Iteration 47Q: 3 clusters Score -2018439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2018445.750000 Penalty: 3251.333008
	Iteration 48Q: 3 clusters Score -2018446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2018448.250000 Penalty: 3251.333008
	Iteration 49Q: 3 clusters Score -2018448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2018455.125000 Penalty: 3251.333008
	Iteration 50Q: 3 clusters Score -2018455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2018461.750000 Penalty: 3251.333008
	Iteration 51Q: 3 clusters Score -2018462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2018462.000000 Penalty: 3251.333008
	Iteration 52Q: 3 clusters Score -2018462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2018462.500000 Penalty: 3251.333008
	Iteration 53Q: 3 clusters Score -2018462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2018463.500000 Penalty: 3251.333008
	Iteration 54Q: 3 clusters Score -2018464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2018470.250000 Penalty: 3251.333008
	Iteration 55Q: 3 clusters Score -2018470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2018474.000000 Penalty: 3251.333008
	Iteration 56Q: 3 clusters Score -2018474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2018481.000000 Penalty: 3251.333008
	Iteration 57Q: 3 clusters Score -2018481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2018490.875000 Penalty: 3251.333008
	Iteration 58Q: 3 clusters Score -2018491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2018495.750000 Penalty: 3251.333008
	Iteration 59Q: 3 clusters Score -2018496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2018506.750000 Penalty: 3251.333008
	Iteration 60F: 3 clusters Score -2018507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2018518.875000 Penalty: 3251.333008
	Iteration 61Q: 3 clusters Score -2018519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2018526.750000 Penalty: 3251.333008
	Iteration 62Q: 3 clusters Score -2018527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2018534.125000 Penalty: 3251.333008
	Iteration 63Q: 3 clusters Score -2018534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2018538.750000 Penalty: 3251.333008
	Iteration 64Q: 3 clusters Score -2018539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2018544.875000 Penalty: 3251.333008
	Iteration 65Q: 3 clusters Score -2018545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2018552.875000 Penalty: 3251.333008
	Iteration 66Q: 3 clusters Score -2018553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2018552.125000 Penalty: 3251.333008
	Iteration 67Q: 3 clusters Score -2018552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2018552.375000 Penalty: 3251.333008
	Iteration 68Q: 3 clusters Score -2018552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2018557.375000 Penalty: 3251.333008
	Iteration 69Q: 3 clusters Score -2018557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2018557.375000 Penalty: 3251.333008
	Iteration 70Q: 3 clusters Score -2018557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2018556.875000 Penalty: 3251.333008
	Iteration 71Q: 3 clusters Score -2018557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2018558.625000 Penalty: 3251.333008
	Iteration 72Q: 3 clusters Score -2018559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2018562.625000 Penalty: 3251.333008
	Iteration 73Q: 3 clusters Score -2018563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2018563.625000 Penalty: 3251.333008
	Iteration 74Q: 3 clusters Score -2018564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2018562.625000 Penalty: 3251.333008
	Iteration 75Q: 3 clusters Score -2018563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2018561.250000 Penalty: 3251.333008
	Iteration 76Q: 3 clusters Score -2018561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2018561.250000 Penalty: 3251.333008
	Iteration 77F: 3 clusters Score -2018561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Entering Unmasked Estep 
Score: -701161.750000 Penalty: 1475.648560
	Iteration 0F: 2 clusters Score -701161.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -694808.187500 Penalty: 2951.297119
	Iteration 0F: 3 clusters Score -694808.2 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -697942.687500 Penalty: 2951.297119
	Iteration 1F: 3 clusters Score -697942.7 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -699571.187500 Penalty: 2951.297119
	Iteration 2F: 3 clusters Score -699571.2 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -700818.000000 Penalty: 2951.297119
	Iteration 3F: 3 clusters Score -700818 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -701804.812500 Penalty: 2951.297119
	Iteration 4F: 3 clusters Score -701804.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -702753.875000 Penalty: 2951.297119
	Iteration 5F: 3 clusters Score -702753.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -703755.125000 Penalty: 2951.297119
	Iteration 6F: 3 clusters Score -703755.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -704758.437500 Penalty: 2951.297119
	Iteration 7Q: 3 clusters Score -704758.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -705181.125000 Penalty: 2951.297119
	Iteration 8Q: 3 clusters Score -705181.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -705282.062500 Penalty: 2951.297119
	Iteration 9Q: 3 clusters Score -705282.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -705315.062500 Penalty: 2951.297119
	Iteration 10Q: 3 clusters Score -705315.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -705326.312500 Penalty: 2951.297119
	Iteration 11Q: 3 clusters Score -705326.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -705334.187500 Penalty: 2951.297119
	Iteration 12Q: 3 clusters Score -705334.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -705337.250000 Penalty: 2951.297119
	Iteration 13Q: 3 clusters Score -705337.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -705337.250000 Penalty: 2951.297119
	Iteration 14Q: 3 clusters Score -705337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -705337.875000 Penalty: 2951.297119
	Iteration 15Q: 3 clusters Score -705337.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -705339.000000 Penalty: 2951.297119
	Iteration 16Q: 3 clusters Score -705339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -705341.562500 Penalty: 2951.297119
	Iteration 17Q: 3 clusters Score -705341.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -705342.437500 Penalty: 2951.297119
	Iteration 18Q: 3 clusters Score -705342.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -705342.187500 Penalty: 2951.297119
	Iteration 19Q: 3 clusters Score -705342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -705341.687500 Penalty: 2951.297119
	Iteration 20F: 3 clusters Score -705341.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -705342.187500 Penalty: 2951.297119
	Iteration 21Q: 3 clusters Score -705342.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -705342.187500 Penalty: 2951.297119
	Iteration 22F: 3 clusters Score -705342.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 10585 members 
Mstep: Class 4 contains 235448 members 
Mstep: Class 5 contains 111126 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 1793 members 
Mstep: Class 9 contains 88278 members 
Mstep: Class 10 contains 6831 members 
Mstep: Class 11 contains 1656 members 
Mstep: Class 12 contains 11901 members 
Mstep: Class 14 contains 10509 members 
Mstep: Class 16 contains 7134 members 
Mstep: Class 17 contains 5998 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 6828 members 
Entering Unmasked Estep 
Score: -53827608.000000 Penalty: 38887.667969
Splitting cluster 7 changes total score from -53818512.000000 to -53827608.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 9 (88278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Entering Unmasked Estep 
Score: -8082859.500000 Penalty: 1850.590088
	Iteration 0F: 2 clusters Score -8082860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -8023849.000000 Penalty: 3701.180176
	Iteration 0F: 3 clusters Score -8023849 nChanged 42054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -8047977.000000 Penalty: 3701.180176
	Iteration 1F: 3 clusters Score -8047977 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -8048646.000000 Penalty: 3701.180176
	Iteration 2Q: 3 clusters Score -8048646 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -8049578.000000 Penalty: 3701.180176
	Iteration 3Q: 3 clusters Score -8049578 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -8051066.000000 Penalty: 3701.180176
	Iteration 4Q: 3 clusters Score -8051066 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -8053914.000000 Penalty: 3701.180176
	Iteration 5F: 3 clusters Score -8053914 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 64275 members 
Entering Unmasked Estep 
Score: -8058615.500000 Penalty: 3701.180176
	Iteration 6F: 3 clusters Score -8058616 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -8065632.000000 Penalty: 3701.180176
	Iteration 7F: 3 clusters Score -8065632 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -8073060.500000 Penalty: 3701.180176
	Iteration 8F: 3 clusters Score -8073060 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -8077960.000000 Penalty: 3701.180176
	Iteration 9F: 3 clusters Score -8077960 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -8080087.000000 Penalty: 3701.180176
	Iteration 10Q: 3 clusters Score -8080087 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 87319 members 
Entering Unmasked Estep 
Score: -8080823.000000 Penalty: 3701.180176
	Iteration 11Q: 3 clusters Score -8080823 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 87613 members 
Entering Unmasked Estep 
Score: -8081088.000000 Penalty: 3701.180176
	Iteration 12Q: 3 clusters Score -8081088 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -8081179.500000 Penalty: 3701.180176
	Iteration 13Q: 3 clusters Score -8081180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -8081230.500000 Penalty: 3701.180176
	Iteration 14Q: 3 clusters Score -8081230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -8081259.500000 Penalty: 3701.180176
	Iteration 15Q: 3 clusters Score -8081260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 87806 members 
Entering Unmasked Estep 
Score: -8081279.000000 Penalty: 3701.180176
	Iteration 16Q: 3 clusters Score -8081279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -8081294.500000 Penalty: 3701.180176
	Iteration 17Q: 3 clusters Score -8081294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 87829 members 
Entering Unmasked Estep 
Score: -8081301.000000 Penalty: 3701.180176
	Iteration 18Q: 3 clusters Score -8081301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 87836 members 
Entering Unmasked Estep 
Score: -8081310.000000 Penalty: 3701.180176
	Iteration 19Q: 3 clusters Score -8081310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -8081326.000000 Penalty: 3701.180176
	Iteration 20F: 3 clusters Score -8081326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -8081322.000000 Penalty: 3701.180176
	Iteration 21Q: 3 clusters Score -8081322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -8081328.500000 Penalty: 3701.180176
	Iteration 22Q: 3 clusters Score -8081328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -8081328.000000 Penalty: 3701.180176
	Iteration 23Q: 3 clusters Score -8081328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -8081330.500000 Penalty: 3701.180176
	Iteration 24Q: 3 clusters Score -8081330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -8081330.500000 Penalty: 3701.180176
	Iteration 25F: 3 clusters Score -8081330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Entering Unmasked Estep 
Score: -1140040.250000 Penalty: 1524.961304
	Iteration 0F: 2 clusters Score -1140040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1131715.125000 Penalty: 3049.922607
	Iteration 0F: 3 clusters Score -1131715 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1135369.875000 Penalty: 3049.922607
	Iteration 1F: 3 clusters Score -1135370 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1136697.125000 Penalty: 3049.922607
	Iteration 2F: 3 clusters Score -1136697 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1137945.250000 Penalty: 3049.922607
	Iteration 3F: 3 clusters Score -1137945 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1138898.000000 Penalty: 3049.922607
	Iteration 4F: 3 clusters Score -1138898 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1139627.500000 Penalty: 3049.922607
	Iteration 5F: 3 clusters Score -1139628 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1140101.750000 Penalty: 3049.922607
	Iteration 6Q: 3 clusters Score -1140102 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1140360.500000 Penalty: 3049.922607
	Iteration 7Q: 3 clusters Score -1140360 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1140500.375000 Penalty: 3049.922607
	Iteration 8Q: 3 clusters Score -1140500 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1140573.875000 Penalty: 3049.922607
	Iteration 9Q: 3 clusters Score -1140574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1140621.750000 Penalty: 3049.922607
	Iteration 10Q: 3 clusters Score -1140622 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1140648.875000 Penalty: 3049.922607
	Iteration 11Q: 3 clusters Score -1140649 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1140666.375000 Penalty: 3049.922607
	Iteration 12Q: 3 clusters Score -1140666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1140676.250000 Penalty: 3049.922607
	Iteration 13Q: 3 clusters Score -1140676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1140680.750000 Penalty: 3049.922607
	Iteration 14Q: 3 clusters Score -1140681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1140687.000000 Penalty: 3049.922607
	Iteration 15Q: 3 clusters Score -1140687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1140689.125000 Penalty: 3049.922607
	Iteration 16Q: 3 clusters Score -1140689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1140691.375000 Penalty: 3049.922607
	Iteration 17Q: 3 clusters Score -1140691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1140693.750000 Penalty: 3049.922607
	Iteration 18Q: 3 clusters Score -1140694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1140694.125000 Penalty: 3049.922607
	Iteration 19Q: 3 clusters Score -1140694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1140694.500000 Penalty: 3049.922607
	Iteration 20F: 3 clusters Score -1140694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1140694.750000 Penalty: 3049.922607
	Iteration 21Q: 3 clusters Score -1140695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1140694.500000 Penalty: 3049.922607
	Iteration 22Q: 3 clusters Score -1140694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1140695.375000 Penalty: 3049.922607
	Iteration 23Q: 3 clusters Score -1140695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1140695.875000 Penalty: 3049.922607
	Iteration 24Q: 3 clusters Score -1140696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1140696.375000 Penalty: 3049.922607
	Iteration 25Q: 3 clusters Score -1140696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1140696.375000 Penalty: 3049.922607
	Iteration 26F: 3 clusters Score -1140696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 10585 members 
Mstep: Class 4 contains 235448 members 
Mstep: Class 5 contains 111126 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 1793 members 
Mstep: Class 9 contains 88278 members 
Mstep: Class 10 contains 6831 members 
Mstep: Class 11 contains 1656 members 
Mstep: Class 12 contains 10965 members 
Mstep: Class 13 contains 936 members 
Mstep: Class 14 contains 10509 members 
Mstep: Class 16 contains 7134 members 
Mstep: Class 17 contains 5998 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 6828 members 
Entering Unmasked Estep 
Score: -53827528.000000 Penalty: 41048.093750
Splitting cluster 12 changes total score from -53818512.000000 to -53827528.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 14 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -915296.937500 Penalty: 1504.747925
	Iteration 0F: 2 clusters Score -915296.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -907879.812500 Penalty: 3009.495850
	Iteration 0F: 3 clusters Score -907879.8 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -910442.875000 Penalty: 3009.495850
	Iteration 1F: 3 clusters Score -910442.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -910684.437500 Penalty: 3009.495850
	Iteration 2F: 3 clusters Score -910684.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -910876.500000 Penalty: 3009.495850
	Iteration 3Q: 3 clusters Score -910876.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -911071.187500 Penalty: 3009.495850
	Iteration 4Q: 3 clusters Score -911071.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -911305.875000 Penalty: 3009.495850
	Iteration 5Q: 3 clusters Score -911305.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -911644.562500 Penalty: 3009.495850
	Iteration 6F: 3 clusters Score -911644.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -912158.437500 Penalty: 3009.495850
	Iteration 7F: 3 clusters Score -912158.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -912731.062500 Penalty: 3009.495850
	Iteration 8F: 3 clusters Score -912731.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -913336.500000 Penalty: 3009.495850
	Iteration 9F: 3 clusters Score -913336.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -913726.562500 Penalty: 3009.495850
	Iteration 10F: 3 clusters Score -913726.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -913925.750000 Penalty: 3009.495850
	Iteration 11Q: 3 clusters Score -913925.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -914051.812500 Penalty: 3009.495850
	Iteration 12Q: 3 clusters Score -914051.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -914134.937500 Penalty: 3009.495850
	Iteration 13Q: 3 clusters Score -914134.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -914176.437500 Penalty: 3009.495850
	Iteration 14Q: 3 clusters Score -914176.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -914228.937500 Penalty: 3009.495850
	Iteration 15Q: 3 clusters Score -914228.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -914260.250000 Penalty: 3009.495850
	Iteration 16Q: 3 clusters Score -914260.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -914281.562500 Penalty: 3009.495850
	Iteration 17Q: 3 clusters Score -914281.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -914292.250000 Penalty: 3009.495850
	Iteration 18Q: 3 clusters Score -914292.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -914306.062500 Penalty: 3009.495850
	Iteration 19Q: 3 clusters Score -914306.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -914323.000000 Penalty: 3009.495850
	Iteration 20F: 3 clusters Score -914323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -914333.187500 Penalty: 3009.495850
	Iteration 21Q: 3 clusters Score -914333.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -914341.562500 Penalty: 3009.495850
	Iteration 22Q: 3 clusters Score -914341.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -914350.187500 Penalty: 3009.495850
	Iteration 23Q: 3 clusters Score -914350.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -914353.625000 Penalty: 3009.495850
	Iteration 24Q: 3 clusters Score -914353.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -914362.312500 Penalty: 3009.495850
	Iteration 25Q: 3 clusters Score -914362.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -914368.812500 Penalty: 3009.495850
	Iteration 26Q: 3 clusters Score -914368.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -914377.062500 Penalty: 3009.495850
	Iteration 27Q: 3 clusters Score -914377.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -914384.312500 Penalty: 3009.495850
	Iteration 28Q: 3 clusters Score -914384.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -914393.437500 Penalty: 3009.495850
	Iteration 29Q: 3 clusters Score -914393.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -914401.500000 Penalty: 3009.495850
	Iteration 30Q: 3 clusters Score -914401.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -914411.062500 Penalty: 3009.495850
	Iteration 31Q: 3 clusters Score -914411.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -914417.562500 Penalty: 3009.495850
	Iteration 32Q: 3 clusters Score -914417.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -914419.562500 Penalty: 3009.495850
	Iteration 33Q: 3 clusters Score -914419.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -914426.437500 Penalty: 3009.495850
	Iteration 34Q: 3 clusters Score -914426.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -914427.812500 Penalty: 3009.495850
	Iteration 35Q: 3 clusters Score -914427.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -914431.687500 Penalty: 3009.495850
	Iteration 36Q: 3 clusters Score -914431.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -914435.687500 Penalty: 3009.495850
	Iteration 37Q: 3 clusters Score -914435.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -914438.062500 Penalty: 3009.495850
	Iteration 38Q: 3 clusters Score -914438.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -914443.875000 Penalty: 3009.495850
	Iteration 39Q: 3 clusters Score -914443.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -914447.125000 Penalty: 3009.495850
	Iteration 40F: 3 clusters Score -914447.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -914453.875000 Penalty: 3009.495850
	Iteration 41Q: 3 clusters Score -914453.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -914461.000000 Penalty: 3009.495850
	Iteration 42Q: 3 clusters Score -914461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -914461.625000 Penalty: 3009.495850
	Iteration 43Q: 3 clusters Score -914461.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -914464.937500 Penalty: 3009.495850
	Iteration 44Q: 3 clusters Score -914464.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -914471.750000 Penalty: 3009.495850
	Iteration 45Q: 3 clusters Score -914471.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -914482.812500 Penalty: 3009.495850
	Iteration 46Q: 3 clusters Score -914482.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -914487.312500 Penalty: 3009.495850
	Iteration 47Q: 3 clusters Score -914487.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -914492.250000 Penalty: 3009.495850
	Iteration 48Q: 3 clusters Score -914492.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -914495.125000 Penalty: 3009.495850
	Iteration 49Q: 3 clusters Score -914495.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -914500.187500 Penalty: 3009.495850
	Iteration 50Q: 3 clusters Score -914500.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -914502.375000 Penalty: 3009.495850
	Iteration 51Q: 3 clusters Score -914502.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -914505.312500 Penalty: 3009.495850
	Iteration 52Q: 3 clusters Score -914505.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -914507.937500 Penalty: 3009.495850
	Iteration 53Q: 3 clusters Score -914507.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -914511.812500 Penalty: 3009.495850
	Iteration 54Q: 3 clusters Score -914511.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -914514.562500 Penalty: 3009.495850
	Iteration 55Q: 3 clusters Score -914514.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -914519.062500 Penalty: 3009.495850
	Iteration 56Q: 3 clusters Score -914519.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -914520.437500 Penalty: 3009.495850
	Iteration 57Q: 3 clusters Score -914520.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -914525.937500 Penalty: 3009.495850
	Iteration 58Q: 3 clusters Score -914525.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -914529.125000 Penalty: 3009.495850
	Iteration 59Q: 3 clusters Score -914529.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -914535.062500 Penalty: 3009.495850
	Iteration 60F: 3 clusters Score -914535.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -914537.187500 Penalty: 3009.495850
	Iteration 61Q: 3 clusters Score -914537.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -914540.187500 Penalty: 3009.495850
	Iteration 62Q: 3 clusters Score -914540.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -914544.125000 Penalty: 3009.495850
	Iteration 63Q: 3 clusters Score -914544.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -914549.062500 Penalty: 3009.495850
	Iteration 64Q: 3 clusters Score -914549.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -914556.187500 Penalty: 3009.495850
	Iteration 65Q: 3 clusters Score -914556.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -914561.437500 Penalty: 3009.495850
	Iteration 66Q: 3 clusters Score -914561.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -914565.750000 Penalty: 3009.495850
	Iteration 67Q: 3 clusters Score -914565.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -914570.562500 Penalty: 3009.495850
	Iteration 68Q: 3 clusters Score -914570.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -914571.437500 Penalty: 3009.495850
	Iteration 69Q: 3 clusters Score -914571.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -914576.812500 Penalty: 3009.495850
	Iteration 70Q: 3 clusters Score -914576.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -914582.562500 Penalty: 3009.495850
	Iteration 71Q: 3 clusters Score -914582.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -914582.000000 Penalty: 3009.495850
	Iteration 72Q: 3 clusters Score -914582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -914584.687500 Penalty: 3009.495850
	Iteration 73Q: 3 clusters Score -914584.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -914583.062500 Penalty: 3009.495850
	Iteration 74Q: 3 clusters Score -914583.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -914583.937500 Penalty: 3009.495850
	Iteration 75Q: 3 clusters Score -914583.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -914585.312500 Penalty: 3009.495850
	Iteration 76Q: 3 clusters Score -914585.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -914588.500000 Penalty: 3009.495850
	Iteration 77Q: 3 clusters Score -914588.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -914591.000000 Penalty: 3009.495850
	Iteration 78Q: 3 clusters Score -914591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -914590.500000 Penalty: 3009.495850
	Iteration 79Q: 3 clusters Score -914590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -914590.437500 Penalty: 3009.495850
	Iteration 80F: 3 clusters Score -914590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -914589.375000 Penalty: 3009.495850
	Iteration 81Q: 3 clusters Score -914589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -914591.312500 Penalty: 3009.495850
	Iteration 82Q: 3 clusters Score -914591.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -914592.125000 Penalty: 3009.495850
	Iteration 83Q: 3 clusters Score -914592.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -914596.250000 Penalty: 3009.495850
	Iteration 84Q: 3 clusters Score -914596.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -914601.937500 Penalty: 3009.495850
	Iteration 85Q: 3 clusters Score -914601.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -914608.062500 Penalty: 3009.495850
	Iteration 86Q: 3 clusters Score -914608.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -914615.687500 Penalty: 3009.495850
	Iteration 87Q: 3 clusters Score -914615.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -914622.562500 Penalty: 3009.495850
	Iteration 88Q: 3 clusters Score -914622.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -914636.437500 Penalty: 3009.495850
	Iteration 89Q: 3 clusters Score -914636.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -914641.562500 Penalty: 3009.495850
	Iteration 90Q: 3 clusters Score -914641.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -914646.187500 Penalty: 3009.495850
	Iteration 91Q: 3 clusters Score -914646.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -914651.125000 Penalty: 3009.495850
	Iteration 92Q: 3 clusters Score -914651.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -914662.125000 Penalty: 3009.495850
	Iteration 93Q: 3 clusters Score -914662.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -914668.937500 Penalty: 3009.495850
	Iteration 94Q: 3 clusters Score -914668.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -914677.250000 Penalty: 3009.495850
	Iteration 95Q: 3 clusters Score -914677.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -914685.625000 Penalty: 3009.495850
	Iteration 96Q: 3 clusters Score -914685.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -914689.625000 Penalty: 3009.495850
	Iteration 97Q: 3 clusters Score -914689.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -914696.312500 Penalty: 3009.495850
	Iteration 98Q: 3 clusters Score -914696.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -914701.625000 Penalty: 3009.495850
	Iteration 99Q: 3 clusters Score -914701.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -914705.437500 Penalty: 3009.495850
	Iteration 100F: 3 clusters Score -914705.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -914710.500000 Penalty: 3009.495850
	Iteration 101Q: 3 clusters Score -914710.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -914716.125000 Penalty: 3009.495850
	Iteration 102Q: 3 clusters Score -914716.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -914732.187500 Penalty: 3009.495850
	Iteration 103Q: 3 clusters Score -914732.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -914737.750000 Penalty: 3009.495850
	Iteration 104Q: 3 clusters Score -914737.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -914741.812500 Penalty: 3009.495850
	Iteration 105Q: 3 clusters Score -914741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -914744.250000 Penalty: 3009.495850
	Iteration 106Q: 3 clusters Score -914744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -914744.125000 Penalty: 3009.495850
	Iteration 107Q: 3 clusters Score -914744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -914743.000000 Penalty: 3009.495850
	Iteration 108Q: 3 clusters Score -914743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -914744.937500 Penalty: 3009.495850
	Iteration 109Q: 3 clusters Score -914744.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -914745.000000 Penalty: 3009.495850
	Iteration 110Q: 3 clusters Score -914745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -914746.125000 Penalty: 3009.495850
	Iteration 111Q: 3 clusters Score -914746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -914746.125000 Penalty: 3009.495850
	Iteration 112F: 3 clusters Score -914746.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Entering Unmasked Estep 
Score: -633483.312500 Penalty: 1441.801880
	Iteration 0F: 2 clusters Score -633483.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -628137.937500 Penalty: 2883.603760
	Iteration 0F: 3 clusters Score -628137.9 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -629824.625000 Penalty: 2883.603760
	Iteration 1F: 3 clusters Score -629824.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -630217.187500 Penalty: 2883.603760
	Iteration 2F: 3 clusters Score -630217.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -630571.812500 Penalty: 2883.603760
	Iteration 3F: 3 clusters Score -630571.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -630909.375000 Penalty: 2883.603760
	Iteration 4F: 3 clusters Score -630909.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -631259.437500 Penalty: 2883.603760
	Iteration 5F: 3 clusters Score -631259.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -631587.875000 Penalty: 2883.603760
	Iteration 6F: 3 clusters Score -631587.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -631894.500000 Penalty: 2883.603760
	Iteration 7F: 3 clusters Score -631894.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -632122.250000 Penalty: 2883.603760
	Iteration 8Q: 3 clusters Score -632122.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -632281.000000 Penalty: 2883.603760
	Iteration 9Q: 3 clusters Score -632281 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -632392.750000 Penalty: 2883.603760
	Iteration 10Q: 3 clusters Score -632392.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -632491.125000 Penalty: 2883.603760
	Iteration 11Q: 3 clusters Score -632491.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -632575.437500 Penalty: 2883.603760
	Iteration 12Q: 3 clusters Score -632575.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -632646.125000 Penalty: 2883.603760
	Iteration 13Q: 3 clusters Score -632646.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -632707.437500 Penalty: 2883.603760
	Iteration 14Q: 3 clusters Score -632707.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -632759.562500 Penalty: 2883.603760
	Iteration 15Q: 3 clusters Score -632759.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -632815.437500 Penalty: 2883.603760
	Iteration 16Q: 3 clusters Score -632815.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -632879.562500 Penalty: 2883.603760
	Iteration 17Q: 3 clusters Score -632879.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -632952.812500 Penalty: 2883.603760
	Iteration 18Q: 3 clusters Score -632952.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -633019.062500 Penalty: 2883.603760
	Iteration 19Q: 3 clusters Score -633019.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -633070.062500 Penalty: 2883.603760
	Iteration 20F: 3 clusters Score -633070.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -633101.750000 Penalty: 2883.603760
	Iteration 21Q: 3 clusters Score -633101.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -633127.250000 Penalty: 2883.603760
	Iteration 22Q: 3 clusters Score -633127.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -633142.312500 Penalty: 2883.603760
	Iteration 23Q: 3 clusters Score -633142.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -633156.687500 Penalty: 2883.603760
	Iteration 24Q: 3 clusters Score -633156.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -633163.437500 Penalty: 2883.603760
	Iteration 25Q: 3 clusters Score -633163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -633171.937500 Penalty: 2883.603760
	Iteration 26Q: 3 clusters Score -633171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -633177.000000 Penalty: 2883.603760
	Iteration 27Q: 3 clusters Score -633177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -633191.937500 Penalty: 2883.603760
	Iteration 28Q: 3 clusters Score -633191.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -633199.687500 Penalty: 2883.603760
	Iteration 29Q: 3 clusters Score -633199.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -633203.000000 Penalty: 2883.603760
	Iteration 30Q: 3 clusters Score -633203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -633207.500000 Penalty: 2883.603760
	Iteration 31Q: 3 clusters Score -633207.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -633214.250000 Penalty: 2883.603760
	Iteration 32Q: 3 clusters Score -633214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -633219.437500 Penalty: 2883.603760
	Iteration 33Q: 3 clusters Score -633219.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -633225.000000 Penalty: 2883.603760
	Iteration 34Q: 3 clusters Score -633225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -633231.125000 Penalty: 2883.603760
	Iteration 35Q: 3 clusters Score -633231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -633256.500000 Penalty: 2883.603760
	Iteration 36Q: 3 clusters Score -633256.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -633267.250000 Penalty: 2883.603760
	Iteration 37Q: 3 clusters Score -633267.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -633277.562500 Penalty: 2883.603760
	Iteration 38Q: 3 clusters Score -633277.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -633293.375000 Penalty: 2883.603760
	Iteration 39Q: 3 clusters Score -633293.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -633345.937500 Penalty: 2883.603760
	Iteration 40F: 3 clusters Score -633345.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -633368.125000 Penalty: 2883.603760
	Iteration 41Q: 3 clusters Score -633368.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -633377.500000 Penalty: 2883.603760
	Iteration 42Q: 3 clusters Score -633377.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -633385.750000 Penalty: 2883.603760
	Iteration 43Q: 3 clusters Score -633385.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -633390.625000 Penalty: 2883.603760
	Iteration 44Q: 3 clusters Score -633390.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -633394.687500 Penalty: 2883.603760
	Iteration 45Q: 3 clusters Score -633394.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -633396.000000 Penalty: 2883.603760
	Iteration 46Q: 3 clusters Score -633396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -633396.187500 Penalty: 2883.603760
	Iteration 47Q: 3 clusters Score -633396.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -633396.187500 Penalty: 2883.603760
	Iteration 48F: 3 clusters Score -633396.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Entering Unmasked Estep 
Score: -520313.625000 Penalty: 1413.616943
	Iteration 0F: 2 clusters Score -520313.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -515732.500000 Penalty: 2827.233887
	Iteration 0F: 3 clusters Score -515732.5 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -517194.781250 Penalty: 2827.233887
	Iteration 1F: 3 clusters Score -517194.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -517679.156250 Penalty: 2827.233887
	Iteration 2F: 3 clusters Score -517679.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -518272.875000 Penalty: 2827.233887
	Iteration 3F: 3 clusters Score -518272.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -518937.906250 Penalty: 2827.233887
	Iteration 4F: 3 clusters Score -518937.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -519554.125000 Penalty: 2827.233887
	Iteration 5F: 3 clusters Score -519554.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -519979.125000 Penalty: 2827.233887
	Iteration 6F: 3 clusters Score -519979.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -520235.781250 Penalty: 2827.233887
	Iteration 7F: 3 clusters Score -520235.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -520411.406250 Penalty: 2827.233887
	Iteration 8Q: 3 clusters Score -520411.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -520548.562500 Penalty: 2827.233887
	Iteration 9Q: 3 clusters Score -520548.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -520646.125000 Penalty: 2827.233887
	Iteration 10Q: 3 clusters Score -520646.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -520710.187500 Penalty: 2827.233887
	Iteration 11Q: 3 clusters Score -520710.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -520743.937500 Penalty: 2827.233887
	Iteration 12Q: 3 clusters Score -520743.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -520757.343750 Penalty: 2827.233887
	Iteration 13Q: 3 clusters Score -520757.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -520762.750000 Penalty: 2827.233887
	Iteration 14Q: 3 clusters Score -520762.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -520767.437500 Penalty: 2827.233887
	Iteration 15Q: 3 clusters Score -520767.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -520770.031250 Penalty: 2827.233887
	Iteration 16Q: 3 clusters Score -520770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -520771.437500 Penalty: 2827.233887
	Iteration 17Q: 3 clusters Score -520771.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -520772.906250 Penalty: 2827.233887
	Iteration 18Q: 3 clusters Score -520772.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -520774.531250 Penalty: 2827.233887
	Iteration 19Q: 3 clusters Score -520774.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -520776.593750 Penalty: 2827.233887
	Iteration 20F: 3 clusters Score -520776.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -520778.468750 Penalty: 2827.233887
	Iteration 21Q: 3 clusters Score -520778.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -520779.187500 Penalty: 2827.233887
	Iteration 22Q: 3 clusters Score -520779.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -520781.093750 Penalty: 2827.233887
	Iteration 23Q: 3 clusters Score -520781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -520781.437500 Penalty: 2827.233887
	Iteration 24Q: 3 clusters Score -520781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -520780.750000 Penalty: 2827.233887
	Iteration 25Q: 3 clusters Score -520780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -520780.750000 Penalty: 2827.233887
	Iteration 26F: 3 clusters Score -520780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 10585 members 
Mstep: Class 4 contains 235448 members 
Mstep: Class 5 contains 111126 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 1793 members 
Mstep: Class 9 contains 88278 members 
Mstep: Class 10 contains 6831 members 
Mstep: Class 11 contains 1656 members 
Mstep: Class 12 contains 10965 members 
Mstep: Class 13 contains 936 members 
Mstep: Class 14 contains 10509 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 7134 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 6828 members 
Entering Unmasked Estep 
Score: -53827176.000000 Penalty: 43208.519531
Splitting cluster 17 changes total score from -53818512.000000 to -53827176.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 18 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -204901.843750 Penalty: 1251.150757
	Iteration 0F: 2 clusters Score -204901.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -202673.640625 Penalty: 2502.301514
	Iteration 0F: 3 clusters Score -202673.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -203115.296875 Penalty: 2502.301514
	Iteration 1F: 3 clusters Score -203115.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -203226.390625 Penalty: 2502.301514
	Iteration 2F: 3 clusters Score -203226.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -203297.281250 Penalty: 2502.301514
	Iteration 3Q: 3 clusters Score -203297.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -203347.484375 Penalty: 2502.301514
	Iteration 4Q: 3 clusters Score -203347.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -203388.437500 Penalty: 2502.301514
	Iteration 5Q: 3 clusters Score -203388.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -203423.640625 Penalty: 2502.301514
	Iteration 6Q: 3 clusters Score -203423.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -203450.937500 Penalty: 2502.301514
	Iteration 7Q: 3 clusters Score -203450.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -203471.750000 Penalty: 2502.301514
	Iteration 8Q: 3 clusters Score -203471.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -203487.093750 Penalty: 2502.301514
	Iteration 9Q: 3 clusters Score -203487.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -203495.796875 Penalty: 2502.301514
	Iteration 10Q: 3 clusters Score -203495.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -203502.765625 Penalty: 2502.301514
	Iteration 11Q: 3 clusters Score -203502.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -203511.375000 Penalty: 2502.301514
	Iteration 12Q: 3 clusters Score -203511.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -203525.265625 Penalty: 2502.301514
	Iteration 13Q: 3 clusters Score -203525.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -203542.562500 Penalty: 2502.301514
	Iteration 14Q: 3 clusters Score -203542.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -203555.875000 Penalty: 2502.301514
	Iteration 15Q: 3 clusters Score -203555.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -203568.828125 Penalty: 2502.301514
	Iteration 16Q: 3 clusters Score -203568.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -203583.234375 Penalty: 2502.301514
	Iteration 17Q: 3 clusters Score -203583.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -203603.000000 Penalty: 2502.301514
	Iteration 18Q: 3 clusters Score -203603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -203627.093750 Penalty: 2502.301514
	Iteration 19Q: 3 clusters Score -203627.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -203653.046875 Penalty: 2502.301514
	Iteration 20F: 3 clusters Score -203653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -203693.906250 Penalty: 2502.301514
	Iteration 21Q: 3 clusters Score -203693.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -203736.031250 Penalty: 2502.301514
	Iteration 22Q: 3 clusters Score -203736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -203777.281250 Penalty: 2502.301514
	Iteration 23Q: 3 clusters Score -203777.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -203829.640625 Penalty: 2502.301514
	Iteration 24Q: 3 clusters Score -203829.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -203881.875000 Penalty: 2502.301514
	Iteration 25Q: 3 clusters Score -203881.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -203975.875000 Penalty: 2502.301514
	Iteration 26Q: 3 clusters Score -203975.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -204103.796875 Penalty: 2502.301514
	Iteration 27Q: 3 clusters Score -204103.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -204227.390625 Penalty: 2502.301514
	Iteration 28Q: 3 clusters Score -204227.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -204305.140625 Penalty: 2502.301514
	Iteration 29Q: 3 clusters Score -204305.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -204345.531250 Penalty: 2502.301514
	Iteration 30Q: 3 clusters Score -204345.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -204387.140625 Penalty: 2502.301514
	Iteration 31Q: 3 clusters Score -204387.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -204406.765625 Penalty: 2502.301514
	Iteration 32Q: 3 clusters Score -204406.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -204425.453125 Penalty: 2502.301514
	Iteration 33Q: 3 clusters Score -204425.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -204442.875000 Penalty: 2502.301514
	Iteration 34Q: 3 clusters Score -204442.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -204457.125000 Penalty: 2502.301514
	Iteration 35Q: 3 clusters Score -204457.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -204471.437500 Penalty: 2502.301514
	Iteration 36Q: 3 clusters Score -204471.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -204483.406250 Penalty: 2502.301514
	Iteration 37Q: 3 clusters Score -204483.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -204491.875000 Penalty: 2502.301514
	Iteration 38Q: 3 clusters Score -204491.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -204499.703125 Penalty: 2502.301514
	Iteration 39Q: 3 clusters Score -204499.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -204511.562500 Penalty: 2502.301514
	Iteration 40F: 3 clusters Score -204511.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -204518.031250 Penalty: 2502.301514
	Iteration 41Q: 3 clusters Score -204518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -204521.046875 Penalty: 2502.301514
	Iteration 42Q: 3 clusters Score -204521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -204523.187500 Penalty: 2502.301514
	Iteration 43Q: 3 clusters Score -204523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -204524.125000 Penalty: 2502.301514
	Iteration 44Q: 3 clusters Score -204524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -204524.125000 Penalty: 2502.301514
	Iteration 45F: 3 clusters Score -204524.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Entering Unmasked Estep 
Score: -458064.156250 Penalty: 1388.246582
	Iteration 0F: 2 clusters Score -458064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -454085.562500 Penalty: 2776.493164
	Iteration 0F: 3 clusters Score -454085.6 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -455717.500000 Penalty: 2776.493164
	Iteration 1F: 3 clusters Score -455717.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -456895.312500 Penalty: 2776.493164
	Iteration 2F: 3 clusters Score -456895.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -458487.812500 Penalty: 2776.493164
	Iteration 3F: 3 clusters Score -458487.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -460189.468750 Penalty: 2776.493164
	Iteration 4F: 3 clusters Score -460189.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -461210.781250 Penalty: 2776.493164
	Iteration 5F: 3 clusters Score -461210.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -461434.312500 Penalty: 2776.493164
	Iteration 6Q: 3 clusters Score -461434.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -461487.781250 Penalty: 2776.493164
	Iteration 7Q: 3 clusters Score -461487.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -461493.843750 Penalty: 2776.493164
	Iteration 8Q: 3 clusters Score -461493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -461494.562500 Penalty: 2776.493164
	Iteration 9Q: 3 clusters Score -461494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -461496.281250 Penalty: 2776.493164
	Iteration 10Q: 3 clusters Score -461496.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -461496.281250 Penalty: 2776.493164
	Iteration 11F: 3 clusters Score -461496.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 10585 members 
Mstep: Class 4 contains 235448 members 
Mstep: Class 5 contains 111126 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 1793 members 
Mstep: Class 9 contains 88278 members 
Mstep: Class 10 contains 6831 members 
Mstep: Class 11 contains 1656 members 
Mstep: Class 12 contains 10965 members 
Mstep: Class 13 contains 936 members 
Mstep: Class 14 contains 10509 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 7134 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 6828 members 
Mstep: Class 21 contains 3451 members 
Entering Unmasked Estep 
Score: -53829828.000000 Penalty: 45368.945312
Splitting cluster 19 changes total score from -53818512.000000 to -53829828.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 20 (6828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Entering Unmasked Estep 
Score: -623240.125000 Penalty: 1434.677856
	Iteration 0F: 2 clusters Score -623240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -618097.875000 Penalty: 2869.355713
	Iteration 0F: 3 clusters Score -618097.9 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -619630.937500 Penalty: 2869.355713
	Iteration 1F: 3 clusters Score -619630.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -619851.625000 Penalty: 2869.355713
	Iteration 2F: 3 clusters Score -619851.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -619995.375000 Penalty: 2869.355713
	Iteration 3F: 3 clusters Score -619995.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -620105.875000 Penalty: 2869.355713
	Iteration 4Q: 3 clusters Score -620105.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -620203.250000 Penalty: 2869.355713
	Iteration 5Q: 3 clusters Score -620203.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -620278.687500 Penalty: 2869.355713
	Iteration 6Q: 3 clusters Score -620278.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -620350.000000 Penalty: 2869.355713
	Iteration 7Q: 3 clusters Score -620350 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -620420.000000 Penalty: 2869.355713
	Iteration 8Q: 3 clusters Score -620420 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -620501.500000 Penalty: 2869.355713
	Iteration 9Q: 3 clusters Score -620501.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -620594.187500 Penalty: 2869.355713
	Iteration 10Q: 3 clusters Score -620594.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -620683.187500 Penalty: 2869.355713
	Iteration 11Q: 3 clusters Score -620683.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -620766.187500 Penalty: 2869.355713
	Iteration 12Q: 3 clusters Score -620766.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -620849.125000 Penalty: 2869.355713
	Iteration 13Q: 3 clusters Score -620849.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -620928.125000 Penalty: 2869.355713
	Iteration 14Q: 3 clusters Score -620928.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -621041.312500 Penalty: 2869.355713
	Iteration 15Q: 3 clusters Score -621041.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -621184.750000 Penalty: 2869.355713
	Iteration 16Q: 3 clusters Score -621184.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -621347.812500 Penalty: 2869.355713
	Iteration 17Q: 3 clusters Score -621347.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -621503.812500 Penalty: 2869.355713
	Iteration 18Q: 3 clusters Score -621503.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -621632.625000 Penalty: 2869.355713
	Iteration 19Q: 3 clusters Score -621632.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -621755.375000 Penalty: 2869.355713
	Iteration 20F: 3 clusters Score -621755.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -621853.000000 Penalty: 2869.355713
	Iteration 21Q: 3 clusters Score -621853 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -621922.500000 Penalty: 2869.355713
	Iteration 22Q: 3 clusters Score -621922.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -621966.937500 Penalty: 2869.355713
	Iteration 23Q: 3 clusters Score -621966.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -621998.312500 Penalty: 2869.355713
	Iteration 24Q: 3 clusters Score -621998.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -622022.250000 Penalty: 2869.355713
	Iteration 25Q: 3 clusters Score -622022.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -622035.000000 Penalty: 2869.355713
	Iteration 26Q: 3 clusters Score -622035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -622040.000000 Penalty: 2869.355713
	Iteration 27Q: 3 clusters Score -622040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -622045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -622048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -622050.812500 Penalty: 2869.355713
	Iteration 30Q: 3 clusters Score -622050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -622052.000000 Penalty: 2869.355713
	Iteration 31Q: 3 clusters Score -622052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -622053.500000 Penalty: 2869.355713
	Iteration 32Q: 3 clusters Score -622053.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -622053.062500 Penalty: 2869.355713
	Iteration 33Q: 3 clusters Score -622053.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -622053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -622054.500000 Penalty: 2869.355713
	Iteration 35Q: 3 clusters Score -622054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -622054.500000 Penalty: 2869.355713
	Iteration 36F: 3 clusters Score -622054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 3 contains 10585 members 
Mstep: Class 4 contains 235448 members 
Mstep: Class 5 contains 111126 members 
Mstep: Class 6 contains 22117 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 9 contains 88278 members 
Mstep: Class 12 contains 10965 members 
Mstep: Class 14 contains 10509 members 
Mstep: Class 16 contains 7134 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 6828 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 22 clusters Score -5.383361e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 8233 members 
Mstep: Class 3 contains 10079 members 
Mstep: Class 4 contains 234487 members 
Mstep: Class 5 contains 111854 members 
Mstep: Class 6 contains 21735 members 
Mstep: Class 7 contains 7856 members 
Mstep: Class 8 contains 1531 members 
Mstep: Class 9 contains 87958 members 
Mstep: Class 10 contains 6802 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 11107 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 10375 members 
Mstep: Class 15 contains 3405 members 
Mstep: Class 16 contains 6907 members 
Mstep: Class 17 contains 2234 members 
Mstep: Class 18 contains 2268 members 
Mstep: Class 19 contains 1798 members 
Mstep: Class 20 contains 6906 members 
Mstep: Class 21 contains 3549 members 
Entering Unmasked Estep 
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Iteration 40F: 22 clusters Score -5.383761e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 8461 members 
Mstep: Class 3 contains 9649 members 
Mstep: Class 4 contains 233160 members 
Mstep: Class 5 contains 112235 members 
Mstep: Class 6 contains 21489 members 
Mstep: Class 7 contains 8397 members 
Mstep: Class 8 contains 1536 members 
Mstep: Class 9 contains 87653 members 
Mstep: Class 10 contains 6960 members 
Mstep: Class 11 contains 1708 members 
Mstep: Class 12 contains 11126 members 
Mstep: Class 13 contains 1017 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 3137 members 
Mstep: Class 16 contains 6690 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 7038 members 
Mstep: Class 21 contains 3874 members 
Entering Unmasked Estep 
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Iteration 41Q: 22 clusters Score -5.383959e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 8598 members 
Mstep: Class 3 contains 9354 members 
Mstep: Class 4 contains 231939 members 
Mstep: Class 5 contains 112516 members 
Mstep: Class 6 contains 21369 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 1529 members 
Mstep: Class 9 contains 87417 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 11140 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 9834 members 
Mstep: Class 15 contains 2918 members 
Mstep: Class 16 contains 6575 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 18 contains 2287 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 7157 members 
Mstep: Class 21 contains 4087 members 
Entering Unmasked Estep 
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Iteration 42Q: 22 clusters Score -5.384077e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 8710 members 
Mstep: Class 3 contains 9147 members 
Mstep: Class 4 contains 230830 members 
Mstep: Class 5 contains 112719 members 
Mstep: Class 6 contains 21232 members 
Mstep: Class 7 contains 9275 members 
Mstep: Class 8 contains 1523 members 
Mstep: Class 9 contains 87249 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 11152 members 
Mstep: Class 13 contains 1054 members 
Mstep: Class 14 contains 9649 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 16 contains 6499 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 1651 members 
Mstep: Class 20 contains 7281 members 
Mstep: Class 21 contains 4273 members 
Entering Unmasked Estep 
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Iteration 43Q: 22 clusters Score -5.384155e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 8797 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 229723 members 
Mstep: Class 5 contains 112863 members 
Mstep: Class 6 contains 21152 members 
Mstep: Class 7 contains 9587 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 87099 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 11180 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 14 contains 9492 members 
Mstep: Class 15 contains 2582 members 
Mstep: Class 16 contains 6453 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 2274 members 
Mstep: Class 19 contains 1642 members 
Mstep: Class 20 contains 7393 members 
Mstep: Class 21 contains 4431 members 
Entering Unmasked Estep 
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Iteration 44Q: 22 clusters Score -5.38418e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 8844 members 
Mstep: Class 3 contains 8884 members 
Mstep: Class 4 contains 228677 members 
Mstep: Class 5 contains 112967 members 
Mstep: Class 6 contains 21102 members 
Mstep: Class 7 contains 9803 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 87014 members 
Mstep: Class 10 contains 7316 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 2442 members 
Mstep: Class 16 contains 6410 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 2263 members 
Mstep: Class 19 contains 1639 members 
Mstep: Class 20 contains 7513 members 
Mstep: Class 21 contains 4567 members 
Entering Unmasked Estep 
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Iteration 45Q: 22 clusters Score -5.384191e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 8886 members 
Mstep: Class 3 contains 8801 members 
Mstep: Class 4 contains 227715 members 
Mstep: Class 5 contains 113048 members 
Mstep: Class 6 contains 21065 members 
Mstep: Class 7 contains 9962 members 
Mstep: Class 8 contains 1544 members 
Mstep: Class 9 contains 86974 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 11193 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 9277 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 6389 members 
Mstep: Class 17 contains 2237 members 
Mstep: Class 18 contains 2258 members 
Mstep: Class 19 contains 1639 members 
Mstep: Class 20 contains 7626 members 
Mstep: Class 21 contains 4692 members 
Entering Unmasked Estep 
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Iteration 46Q: 22 clusters Score -5.384228e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 8923 members 
Mstep: Class 3 contains 8735 members 
Mstep: Class 4 contains 226831 members 
Mstep: Class 5 contains 113115 members 
Mstep: Class 6 contains 21034 members 
Mstep: Class 7 contains 10080 members 
Mstep: Class 8 contains 1545 members 
Mstep: Class 9 contains 86941 members 
Mstep: Class 10 contains 7510 members 
Mstep: Class 11 contains 1803 members 
Mstep: Class 12 contains 11205 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 9195 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 2238 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 1639 members 
Mstep: Class 20 contains 7769 members 
Mstep: Class 21 contains 4806 members 
Entering Unmasked Estep 
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Iteration 47Q: 22 clusters Score -5.384262e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 8950 members 
Mstep: Class 3 contains 8675 members 
Mstep: Class 4 contains 226012 members 
Mstep: Class 5 contains 113175 members 
Mstep: Class 6 contains 20997 members 
Mstep: Class 7 contains 10172 members 
Mstep: Class 8 contains 1547 members 
Mstep: Class 9 contains 86916 members 
Mstep: Class 10 contains 7613 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 11212 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 9128 members 
Mstep: Class 15 contains 2095 members 
Mstep: Class 16 contains 6362 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 20 contains 7884 members 
Mstep: Class 21 contains 4921 members 
Entering Unmasked Estep 
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Iteration 48Q: 22 clusters Score -5.384271e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 8969 members 
Mstep: Class 3 contains 8639 members 
Mstep: Class 4 contains 225292 members 
Mstep: Class 5 contains 113217 members 
Mstep: Class 6 contains 20939 members 
Mstep: Class 7 contains 10222 members 
Mstep: Class 8 contains 1547 members 
Mstep: Class 9 contains 86894 members 
Mstep: Class 10 contains 7713 members 
Mstep: Class 11 contains 1801 members 
Mstep: Class 12 contains 11211 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 9081 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 2240 members 
Mstep: Class 18 contains 2249 members 
Mstep: Class 19 contains 1638 members 
Mstep: Class 20 contains 7977 members 
Mstep: Class 21 contains 5030 members 
Entering Unmasked Estep 
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Iteration 49Q: 22 clusters Score -5.384285e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 60554 members 
Mstep: Class 2 contains 8996 members 
Mstep: Class 3 contains 8608 members 
Mstep: Class 4 contains 224620 members 
Mstep: Class 5 contains 113254 members 
Mstep: Class 6 contains 20876 members 
Mstep: Class 7 contains 10293 members 
Mstep: Class 8 contains 1549 members 
Mstep: Class 9 contains 86882 members 
Mstep: Class 10 contains 7796 members 
Mstep: Class 11 contains 1799 members 
Mstep: Class 12 contains 11212 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 9038 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 2241 members 
Mstep: Class 18 contains 2246 members 
Mstep: Class 19 contains 1638 members 
Mstep: Class 20 contains 8080 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
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Iteration 50Q: 22 clusters Score -5.38429e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 9018 members 
Mstep: Class 3 contains 8585 members 
Mstep: Class 4 contains 223983 members 
Mstep: Class 5 contains 113283 members 
Mstep: Class 6 contains 20822 members 
Mstep: Class 7 contains 10353 members 
Mstep: Class 8 contains 1551 members 
Mstep: Class 9 contains 86885 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 8998 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 2245 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 20 contains 8182 members 
Mstep: Class 21 contains 5256 members 
Entering Unmasked Estep 
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Iteration 51Q: 22 clusters Score -5.384301e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 9033 members 
Mstep: Class 3 contains 8568 members 
Mstep: Class 4 contains 223425 members 
Mstep: Class 5 contains 113306 members 
Mstep: Class 6 contains 20779 members 
Mstep: Class 7 contains 10411 members 
Mstep: Class 8 contains 1553 members 
Mstep: Class 9 contains 86887 members 
Mstep: Class 10 contains 7956 members 
Mstep: Class 11 contains 1790 members 
Mstep: Class 12 contains 11205 members 
Mstep: Class 13 contains 1042 members 
Mstep: Class 14 contains 8964 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 6327 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 20 contains 8268 members 
Mstep: Class 21 contains 5358 members 
Entering Unmasked Estep 
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Iteration 52Q: 22 clusters Score -5.384317e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 9040 members 
Mstep: Class 3 contains 8557 members 
Mstep: Class 4 contains 222895 members 
Mstep: Class 5 contains 113327 members 
Mstep: Class 6 contains 20750 members 
Mstep: Class 7 contains 10459 members 
Mstep: Class 8 contains 1554 members 
Mstep: Class 9 contains 86879 members 
Mstep: Class 10 contains 8031 members 
Mstep: Class 11 contains 1790 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 1042 members 
Mstep: Class 14 contains 8927 members 
Mstep: Class 15 contains 1728 members 
Mstep: Class 16 contains 6318 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 1635 members 
Mstep: Class 20 contains 8350 members 
Mstep: Class 21 contains 5437 members 
Entering Unmasked Estep 
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Iteration 53Q: 22 clusters Score -5.384325e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 9044 members 
Mstep: Class 3 contains 8547 members 
Mstep: Class 4 contains 222382 members 
Mstep: Class 5 contains 113337 members 
Mstep: Class 6 contains 20733 members 
Mstep: Class 7 contains 10505 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 86880 members 
Mstep: Class 10 contains 8118 members 
Mstep: Class 11 contains 1791 members 
Mstep: Class 12 contains 11212 members 
Mstep: Class 13 contains 1042 members 
Mstep: Class 14 contains 8885 members 
Mstep: Class 15 contains 1683 members 
Mstep: Class 16 contains 6314 members 
Mstep: Class 17 contains 2239 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1635 members 
Mstep: Class 20 contains 8436 members 
Mstep: Class 21 contains 5507 members 
Entering Unmasked Estep 
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Iteration 54Q: 22 clusters Score -5.384344e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 9054 members 
Mstep: Class 3 contains 8541 members 
Mstep: Class 4 contains 221910 members 
Mstep: Class 5 contains 113342 members 
Mstep: Class 6 contains 20705 members 
Mstep: Class 7 contains 10550 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 86879 members 
Mstep: Class 10 contains 8205 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 11214 members 
Mstep: Class 13 contains 1042 members 
Mstep: Class 14 contains 8848 members 
Mstep: Class 15 contains 1656 members 
Mstep: Class 16 contains 6307 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 1636 members 
Mstep: Class 20 contains 8536 members 
Mstep: Class 21 contains 5564 members 
Entering Unmasked Estep 
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Iteration 55Q: 22 clusters Score -5.384367e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 8536 members 
Mstep: Class 4 contains 221451 members 
Mstep: Class 5 contains 113344 members 
Mstep: Class 6 contains 20676 members 
Mstep: Class 7 contains 10574 members 
Mstep: Class 8 contains 1556 members 
Mstep: Class 9 contains 86877 members 
Mstep: Class 10 contains 8302 members 
Mstep: Class 11 contains 1799 members 
Mstep: Class 12 contains 11217 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 1641 members 
Mstep: Class 16 contains 6304 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 20 contains 8615 members 
Mstep: Class 21 contains 5626 members 
Entering Unmasked Estep 
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Iteration 56Q: 22 clusters Score -5.384384e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 8532 members 
Mstep: Class 4 contains 221003 members 
Mstep: Class 5 contains 113350 members 
Mstep: Class 6 contains 20651 members 
Mstep: Class 7 contains 10615 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 86878 members 
Mstep: Class 10 contains 8394 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 11217 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8785 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 6300 members 
Mstep: Class 17 contains 2233 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 8679 members 
Mstep: Class 21 contains 5666 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -5.384382e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 9074 members 
Mstep: Class 3 contains 8531 members 
Mstep: Class 4 contains 220597 members 
Mstep: Class 5 contains 113353 members 
Mstep: Class 6 contains 20622 members 
Mstep: Class 7 contains 10652 members 
Mstep: Class 8 contains 1554 members 
Mstep: Class 9 contains 86870 members 
Mstep: Class 10 contains 8480 members 
Mstep: Class 11 contains 1808 members 
Mstep: Class 12 contains 11213 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8766 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 2233 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 8742 members 
Mstep: Class 21 contains 5695 members 
Entering Unmasked Estep 
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Iteration 58Q: 22 clusters Score -5.384396e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 9077 members 
Mstep: Class 3 contains 8528 members 
Mstep: Class 4 contains 220242 members 
Mstep: Class 5 contains 113359 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 10672 members 
Mstep: Class 8 contains 1550 members 
Mstep: Class 9 contains 86871 members 
Mstep: Class 10 contains 8551 members 
Mstep: Class 11 contains 1809 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8737 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 17 contains 2234 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 8811 members 
Mstep: Class 21 contains 5723 members 
Entering Unmasked Estep 
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Iteration 59Q: 22 clusters Score -5.384393e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 9080 members 
Mstep: Class 3 contains 8529 members 
Mstep: Class 4 contains 219869 members 
Mstep: Class 5 contains 113361 members 
Mstep: Class 6 contains 20564 members 
Mstep: Class 7 contains 10688 members 
Mstep: Class 8 contains 1548 members 
Mstep: Class 9 contains 86874 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 1809 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8708 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 17 contains 2233 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 8898 members 
Mstep: Class 21 contains 5750 members 
Entering Unmasked Estep 
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Iteration 60F: 22 clusters Score -5.384393e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 9078 members 
Mstep: Class 3 contains 8528 members 
Mstep: Class 4 contains 219504 members 
Mstep: Class 5 contains 113360 members 
Mstep: Class 6 contains 20537 members 
Mstep: Class 7 contains 10709 members 
Mstep: Class 8 contains 1551 members 
Mstep: Class 9 contains 86877 members 
Mstep: Class 10 contains 8705 members 
Mstep: Class 11 contains 1808 members 
Mstep: Class 12 contains 11198 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8690 members 
Mstep: Class 15 contains 1632 members 
Mstep: Class 16 contains 6296 members 
Mstep: Class 17 contains 2233 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 8988 members 
Mstep: Class 21 contains 5789 members 
Entering Unmasked Estep 
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Iteration 61Q: 22 clusters Score -5.384403e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 9074 members 
Mstep: Class 3 contains 8525 members 
Mstep: Class 4 contains 219123 members 
Mstep: Class 5 contains 113360 members 
Mstep: Class 6 contains 20500 members 
Mstep: Class 7 contains 10723 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86877 members 
Mstep: Class 10 contains 8807 members 
Mstep: Class 11 contains 1808 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8676 members 
Mstep: Class 15 contains 1631 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 2234 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 9074 members 
Mstep: Class 21 contains 5834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844176.000000 Penalty: 45368.945312
Iteration 62Q: 22 clusters Score -5.384418e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 9070 members 
Mstep: Class 3 contains 8526 members 
Mstep: Class 4 contains 218741 members 
Mstep: Class 5 contains 113359 members 
Mstep: Class 6 contains 20450 members 
Mstep: Class 7 contains 10736 members 
Mstep: Class 8 contains 1553 members 
Mstep: Class 9 contains 86880 members 
Mstep: Class 10 contains 8917 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8673 members 
Mstep: Class 15 contains 1632 members 
Mstep: Class 16 contains 6297 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 9161 members 
Mstep: Class 21 contains 5885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844180.000000 Penalty: 45368.945312
Iteration 63Q: 22 clusters Score -5.384418e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 9068 members 
Mstep: Class 3 contains 8526 members 
Mstep: Class 4 contains 218371 members 
Mstep: Class 5 contains 113360 members 
Mstep: Class 6 contains 20429 members 
Mstep: Class 7 contains 10736 members 
Mstep: Class 8 contains 1553 members 
Mstep: Class 9 contains 86882 members 
Mstep: Class 10 contains 9030 members 
Mstep: Class 11 contains 1808 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8664 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 9243 members 
Mstep: Class 21 contains 5936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844144.000000 Penalty: 45368.945312
Iteration 64Q: 22 clusters Score -5.384414e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 9068 members 
Mstep: Class 3 contains 8525 members 
Mstep: Class 4 contains 218015 members 
Mstep: Class 5 contains 113363 members 
Mstep: Class 6 contains 20402 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 1553 members 
Mstep: Class 9 contains 86882 members 
Mstep: Class 10 contains 9123 members 
Mstep: Class 11 contains 1807 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8652 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 6294 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 9337 members 
Mstep: Class 21 contains 5989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844280.000000 Penalty: 45368.945312
Iteration 65Q: 22 clusters Score -5.384428e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 9070 members 
Mstep: Class 3 contains 8523 members 
Mstep: Class 4 contains 217704 members 
Mstep: Class 5 contains 113364 members 
Mstep: Class 6 contains 20365 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 1553 members 
Mstep: Class 9 contains 86883 members 
Mstep: Class 10 contains 9209 members 
Mstep: Class 11 contains 1807 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 20 contains 9413 members 
Mstep: Class 21 contains 6039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844284.000000 Penalty: 45368.945312
Iteration 66Q: 22 clusters Score -5.384428e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 64714 members 
Mstep: Class 2 contains 9071 members 
Mstep: Class 3 contains 8524 members 
Mstep: Class 4 contains 217423 members 
Mstep: Class 5 contains 113366 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 10745 members 
Mstep: Class 8 contains 1553 members 
Mstep: Class 9 contains 86884 members 
Mstep: Class 10 contains 9289 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 11183 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 6295 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 9482 members 
Mstep: Class 21 contains 6091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844288.000000 Penalty: 45368.945312
Iteration 67Q: 22 clusters Score -5.384429e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 9071 members 
Mstep: Class 3 contains 8522 members 
Mstep: Class 4 contains 217149 members 
Mstep: Class 5 contains 113367 members 
Mstep: Class 6 contains 20316 members 
Mstep: Class 7 contains 10742 members 
Mstep: Class 8 contains 1553 members 
Mstep: Class 9 contains 86889 members 
Mstep: Class 10 contains 9363 members 
Mstep: Class 11 contains 1803 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 1631 members 
Mstep: Class 16 contains 6303 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 2227 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 9558 members 
Mstep: Class 21 contains 6125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844256.000000 Penalty: 45368.945312
Iteration 68Q: 22 clusters Score -5.384426e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 8522 members 
Mstep: Class 4 contains 216893 members 
Mstep: Class 5 contains 113372 members 
Mstep: Class 6 contains 20304 members 
Mstep: Class 7 contains 10748 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86891 members 
Mstep: Class 10 contains 9425 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 6307 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 9635 members 
Mstep: Class 21 contains 6158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844296.000000 Penalty: 45368.945312
Iteration 69Q: 22 clusters Score -5.38443e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 8522 members 
Mstep: Class 4 contains 216641 members 
Mstep: Class 5 contains 113373 members 
Mstep: Class 6 contains 20283 members 
Mstep: Class 7 contains 10751 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86889 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8617 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 9727 members 
Mstep: Class 21 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844292.000000 Penalty: 45368.945312
Iteration 70Q: 22 clusters Score -5.384429e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 9071 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 216385 members 
Mstep: Class 5 contains 113371 members 
Mstep: Class 6 contains 20266 members 
Mstep: Class 7 contains 10752 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86894 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 11182 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8614 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 6315 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 9811 members 
Mstep: Class 21 contains 6213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844316.000000 Penalty: 45368.945312
Iteration 71Q: 22 clusters Score -5.384432e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 9071 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 216138 members 
Mstep: Class 5 contains 113372 members 
Mstep: Class 6 contains 20251 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86898 members 
Mstep: Class 10 contains 9587 members 
Mstep: Class 11 contains 1806 members 
Mstep: Class 12 contains 11181 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 6318 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 9869 members 
Mstep: Class 21 contains 6230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844344.000000 Penalty: 45368.945312
Iteration 72Q: 22 clusters Score -5.384434e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 8520 members 
Mstep: Class 4 contains 215893 members 
Mstep: Class 5 contains 113375 members 
Mstep: Class 6 contains 20242 members 
Mstep: Class 7 contains 10763 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86902 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 1806 members 
Mstep: Class 12 contains 11182 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8607 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 6320 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 2224 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 9934 members 
Mstep: Class 21 contains 6255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844292.000000 Penalty: 45368.945312
Iteration 73Q: 22 clusters Score -5.384429e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 8518 members 
Mstep: Class 4 contains 215667 members 
Mstep: Class 5 contains 113375 members 
Mstep: Class 6 contains 20228 members 
Mstep: Class 7 contains 10769 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86908 members 
Mstep: Class 10 contains 9681 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 11181 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8605 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 6325 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 2224 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 10009 members 
Mstep: Class 21 contains 6275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844296.000000 Penalty: 45368.945312
Iteration 74Q: 22 clusters Score -5.38443e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 8516 members 
Mstep: Class 4 contains 215440 members 
Mstep: Class 5 contains 113376 members 
Mstep: Class 6 contains 20218 members 
Mstep: Class 7 contains 10780 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86911 members 
Mstep: Class 10 contains 9731 members 
Mstep: Class 11 contains 1801 members 
Mstep: Class 12 contains 11183 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 2222 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 10094 members 
Mstep: Class 21 contains 6285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844320.000000 Penalty: 45368.945312
Iteration 75Q: 22 clusters Score -5.384432e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 9072 members 
Mstep: Class 3 contains 8516 members 
Mstep: Class 4 contains 215246 members 
Mstep: Class 5 contains 113374 members 
Mstep: Class 6 contains 20211 members 
Mstep: Class 7 contains 10782 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86913 members 
Mstep: Class 10 contains 9780 members 
Mstep: Class 11 contains 1800 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 8596 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 2222 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 10167 members 
Mstep: Class 21 contains 6297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844356.000000 Penalty: 45368.945312
Iteration 76Q: 22 clusters Score -5.384436e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65646 members 
Mstep: Class 2 contains 9068 members 
Mstep: Class 3 contains 8516 members 
Mstep: Class 4 contains 215058 members 
Mstep: Class 5 contains 113375 members 
Mstep: Class 6 contains 20198 members 
Mstep: Class 7 contains 10791 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86912 members 
Mstep: Class 10 contains 9830 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1040 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 18 contains 2221 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 10246 members 
Mstep: Class 21 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844396.000000 Penalty: 45368.945312
Iteration 77Q: 22 clusters Score -5.38444e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 8515 members 
Mstep: Class 4 contains 214904 members 
Mstep: Class 5 contains 113374 members 
Mstep: Class 6 contains 20180 members 
Mstep: Class 7 contains 10794 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86916 members 
Mstep: Class 10 contains 9878 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1040 members 
Mstep: Class 14 contains 8590 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 18 contains 2221 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 10325 members 
Mstep: Class 21 contains 6322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844428.000000 Penalty: 45368.945312
Iteration 78Q: 22 clusters Score -5.384443e+07 nChanged 242
Entering ConstructFrom: 
Score: -53844428.000000 Penalty: 45368.945312
Entering ConstructFrom: 
Trying to split cluster 1 (65730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Entering Unmasked Estep 
Score: -5977282.000000 Penalty: 1802.662964
	Iteration 0F: 2 clusters Score -5977282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -5933513.000000 Penalty: 3605.325928
	Iteration 0F: 3 clusters Score -5933513 nChanged 31163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -5951560.000000 Penalty: 3605.325928
	Iteration 1F: 3 clusters Score -5951560 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -5952422.000000 Penalty: 3605.325928
	Iteration 2Q: 3 clusters Score -5952422 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -5953687.500000 Penalty: 3605.325928
	Iteration 3Q: 3 clusters Score -5953688 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -5955477.500000 Penalty: 3605.325928
	Iteration 4F: 3 clusters Score -5955478 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -5957677.500000 Penalty: 3605.325928
	Iteration 5F: 3 clusters Score -5957678 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -5960439.500000 Penalty: 3605.325928
	Iteration 6F: 3 clusters Score -5960440 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -5963135.500000 Penalty: 3605.325928
	Iteration 7F: 3 clusters Score -5963136 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -5965351.500000 Penalty: 3605.325928
	Iteration 8F: 3 clusters Score -5965352 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -5966929.000000 Penalty: 3605.325928
	Iteration 9Q: 3 clusters Score -5966929 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -5967901.000000 Penalty: 3605.325928
	Iteration 10Q: 3 clusters Score -5967901 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -5968408.000000 Penalty: 3605.325928
	Iteration 11Q: 3 clusters Score -5968408 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -5968680.500000 Penalty: 3605.325928
	Iteration 12Q: 3 clusters Score -5968680 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -5968824.500000 Penalty: 3605.325928
	Iteration 13Q: 3 clusters Score -5968824 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -5968950.500000 Penalty: 3605.325928
	Iteration 14Q: 3 clusters Score -5968950 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -5969052.000000 Penalty: 3605.325928
	Iteration 15Q: 3 clusters Score -5969052 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -5969168.000000 Penalty: 3605.325928
	Iteration 16Q: 3 clusters Score -5969168 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -5969292.000000 Penalty: 3605.325928
	Iteration 17Q: 3 clusters Score -5969292 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -5969401.500000 Penalty: 3605.325928
	Iteration 18Q: 3 clusters Score -5969402 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -5969505.500000 Penalty: 3605.325928
	Iteration 19Q: 3 clusters Score -5969506 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -5969641.500000 Penalty: 3605.325928
	Iteration 20F: 3 clusters Score -5969642 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -5969745.500000 Penalty: 3605.325928
	Iteration 21Q: 3 clusters Score -5969746 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -5969895.000000 Penalty: 3605.325928
	Iteration 22Q: 3 clusters Score -5969895 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -5970005.000000 Penalty: 3605.325928
	Iteration 23Q: 3 clusters Score -5970005 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -5970142.000000 Penalty: 3605.325928
	Iteration 24Q: 3 clusters Score -5970142 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -5970350.000000 Penalty: 3605.325928
	Iteration 25Q: 3 clusters Score -5970350 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -5970569.500000 Penalty: 3605.325928
	Iteration 26Q: 3 clusters Score -5970570 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -5970853.000000 Penalty: 3605.325928
	Iteration 27Q: 3 clusters Score -5970853 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -5971167.000000 Penalty: 3605.325928
	Iteration 28Q: 3 clusters Score -5971167 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -5971490.000000 Penalty: 3605.325928
	Iteration 29Q: 3 clusters Score -5971490 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -5971854.500000 Penalty: 3605.325928
	Iteration 30Q: 3 clusters Score -5971854 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -5972240.000000 Penalty: 3605.325928
	Iteration 31Q: 3 clusters Score -5972240 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -5972574.000000 Penalty: 3605.325928
	Iteration 32Q: 3 clusters Score -5972574 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -5972925.500000 Penalty: 3605.325928
	Iteration 33Q: 3 clusters Score -5972926 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5973230 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5973521 nChanged 942
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5973784 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5974051 nChanged 799
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5974293 nChanged 726
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5974468 nChanged 703
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5974684 nChanged 649
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5974846 nChanged 567
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Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5974990 nChanged 538
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5975130 nChanged 494
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Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5975255 nChanged 455
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Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5975338 nChanged 413
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Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5975578 nChanged 390
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Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5975680 nChanged 381
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Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5975788 nChanged 335
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Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5975893 nChanged 296
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Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5975960 nChanged 244
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Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3366 members 
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	Iteration 56Q: 3 clusters Score -5976183 nChanged 156
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Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5976223 nChanged 144
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Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 3082 members 
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Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5976360 nChanged 108
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Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 2757 members 
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	Iteration 61Q: 3 clusters Score -5976399 nChanged 107
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Mstep: Class 1 contains 63064 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 2591 members 
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Mstep: Class 1 contains 63279 members 
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	Iteration 79Q: 3 clusters Score -5976650 nChanged 23
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	Iteration 80F: 3 clusters Score -5976646 nChanged 21
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	Iteration 82Q: 3 clusters Score -5976656 nChanged 12
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	Iteration 83Q: 3 clusters Score -5976656 nChanged 13
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	Iteration 84Q: 3 clusters Score -5976664 nChanged 12
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	Iteration 86Q: 3 clusters Score -5976668 nChanged 11
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	Iteration 87Q: 3 clusters Score -5976671 nChanged 15
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	Iteration 98Q: 3 clusters Score -5977024 nChanged 77
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	Iteration 100F: 3 clusters Score -5977064 nChanged 42
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	Iteration 101Q: 3 clusters Score -5977088 nChanged 33
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	Iteration 102Q: 3 clusters Score -5977090 nChanged 19
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	Iteration 105Q: 3 clusters Score -5977111 nChanged 10
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	Iteration 106Q: 3 clusters Score -5977111 nChanged 9
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	Iteration 107Q: 3 clusters Score -5977116 nChanged 7
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	Iteration 108Q: 3 clusters Score -5977114 nChanged 6
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	Iteration 109Q: 3 clusters Score -5977111 nChanged 4
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	Iteration 113Q: 3 clusters Score -5977114 nChanged 1
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	Iteration 114Q: 3 clusters Score -5977120 nChanged 2
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	Iteration 115Q: 3 clusters Score -5977112 nChanged 1
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	Iteration 116Q: 3 clusters Score -5977112 nChanged 2
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	Iteration 118Q: 3 clusters Score -5977114 nChanged 2
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	Iteration 119Q: 3 clusters Score -5977114 nChanged 1
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	Iteration 120F: 3 clusters Score -5977116 nChanged 1
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	Iteration 121Q: 3 clusters Score -5977120 nChanged 1
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	Iteration 122Q: 3 clusters Score -5977120 nChanged 1
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	Iteration 123Q: 3 clusters Score -5977118 nChanged 1
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	Iteration 124Q: 3 clusters Score -5977123 nChanged 2
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	Iteration 125Q: 3 clusters Score -5977120 nChanged 1
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Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5977119.000000 Penalty: 3605.325928
	Iteration 126Q: 3 clusters Score -5977119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5977120.000000 Penalty: 3605.325928
	Iteration 127Q: 3 clusters Score -5977120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5977117.500000 Penalty: 3605.325928
	Iteration 128Q: 3 clusters Score -5977118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5977117.500000 Penalty: 3605.325928
	Iteration 129F: 3 clusters Score -5977118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Entering Unmasked Estep 
Score: -845848.625000 Penalty: 1480.692749
	Iteration 0F: 2 clusters Score -845848.6 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 4588 members 
Entering Unmasked Estep 
Score: -839319.375000 Penalty: 2961.385498
	Iteration 0F: 3 clusters Score -839319.4 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -841422.625000 Penalty: 2961.385498
	Iteration 1F: 3 clusters Score -841422.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -841643.562500 Penalty: 2961.385498
	Iteration 2F: 3 clusters Score -841643.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -841849.312500 Penalty: 2961.385498
	Iteration 3F: 3 clusters Score -841849.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -842049.937500 Penalty: 2961.385498
	Iteration 4Q: 3 clusters Score -842049.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -842270.625000 Penalty: 2961.385498
	Iteration 5Q: 3 clusters Score -842270.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -842556.187500 Penalty: 2961.385498
	Iteration 6F: 3 clusters Score -842556.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -842875.250000 Penalty: 2961.385498
	Iteration 7F: 3 clusters Score -842875.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -843215.062500 Penalty: 2961.385498
	Iteration 8F: 3 clusters Score -843215.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -843573.625000 Penalty: 2961.385498
	Iteration 9Q: 3 clusters Score -843573.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -843933.812500 Penalty: 2961.385498
	Iteration 10Q: 3 clusters Score -843933.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -844188.625000 Penalty: 2961.385498
	Iteration 11Q: 3 clusters Score -844188.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -844339.687500 Penalty: 2961.385498
	Iteration 12Q: 3 clusters Score -844339.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -844423.062500 Penalty: 2961.385498
	Iteration 13Q: 3 clusters Score -844423.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -844478.375000 Penalty: 2961.385498
	Iteration 14Q: 3 clusters Score -844478.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -844511.187500 Penalty: 2961.385498
	Iteration 15Q: 3 clusters Score -844511.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -844531.687500 Penalty: 2961.385498
	Iteration 16Q: 3 clusters Score -844531.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -844545.562500 Penalty: 2961.385498
	Iteration 17Q: 3 clusters Score -844545.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -844556.750000 Penalty: 2961.385498
	Iteration 18Q: 3 clusters Score -844556.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -844567.250000 Penalty: 2961.385498
	Iteration 19Q: 3 clusters Score -844567.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -844575.437500 Penalty: 2961.385498
	Iteration 20F: 3 clusters Score -844575.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -844578.937500 Penalty: 2961.385498
	Iteration 21Q: 3 clusters Score -844578.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -844582.687500 Penalty: 2961.385498
	Iteration 22Q: 3 clusters Score -844582.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -844584.687500 Penalty: 2961.385498
	Iteration 23Q: 3 clusters Score -844584.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -844584.812500 Penalty: 2961.385498
	Iteration 24Q: 3 clusters Score -844584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -844584.875000 Penalty: 2961.385498
	Iteration 25Q: 3 clusters Score -844584.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -844585.187500 Penalty: 2961.385498
	Iteration 26Q: 3 clusters Score -844585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -844586.562500 Penalty: 2961.385498
	Iteration 27Q: 3 clusters Score -844586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -844589.312500 Penalty: 2961.385498
	Iteration 28Q: 3 clusters Score -844589.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -844590.687500 Penalty: 2961.385498
	Iteration 29Q: 3 clusters Score -844590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -844592.625000 Penalty: 2961.385498
	Iteration 30Q: 3 clusters Score -844592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -844592.625000 Penalty: 2961.385498
	Iteration 31F: 3 clusters Score -844592.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Entering Unmasked Estep 
Score: -836947.937500 Penalty: 1470.557495
	Iteration 0F: 2 clusters Score -836947.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -830695.812500 Penalty: 2941.114990
	Iteration 0F: 3 clusters Score -830695.8 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -832695.312500 Penalty: 2941.114990
	Iteration 1F: 3 clusters Score -832695.3 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -833050.500000 Penalty: 2941.114990
	Iteration 2F: 3 clusters Score -833050.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -833509.500000 Penalty: 2941.114990
	Iteration 3F: 3 clusters Score -833509.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -834129.937500 Penalty: 2941.114990
	Iteration 4F: 3 clusters Score -834129.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -835021.812500 Penalty: 2941.114990
	Iteration 5F: 3 clusters Score -835021.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -835932.125000 Penalty: 2941.114990
	Iteration 6F: 3 clusters Score -835932.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -836620.750000 Penalty: 2941.114990
	Iteration 7F: 3 clusters Score -836620.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -837110.937500 Penalty: 2941.114990
	Iteration 8Q: 3 clusters Score -837110.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -837393.250000 Penalty: 2941.114990
	Iteration 9Q: 3 clusters Score -837393.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -837506.437500 Penalty: 2941.114990
	Iteration 10Q: 3 clusters Score -837506.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -837541.437500 Penalty: 2941.114990
	Iteration 11Q: 3 clusters Score -837541.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -837547.250000 Penalty: 2941.114990
	Iteration 12Q: 3 clusters Score -837547.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -837554.437500 Penalty: 2941.114990
	Iteration 13Q: 3 clusters Score -837554.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -837557.187500 Penalty: 2941.114990
	Iteration 14Q: 3 clusters Score -837557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -837560.375000 Penalty: 2941.114990
	Iteration 15Q: 3 clusters Score -837560.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -837564.750000 Penalty: 2941.114990
	Iteration 16Q: 3 clusters Score -837564.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -837570.062500 Penalty: 2941.114990
	Iteration 17Q: 3 clusters Score -837570.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -837572.687500 Penalty: 2941.114990
	Iteration 18Q: 3 clusters Score -837572.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -837572.125000 Penalty: 2941.114990
	Iteration 19Q: 3 clusters Score -837572.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -837571.500000 Penalty: 2941.114990
	Iteration 20F: 3 clusters Score -837571.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -837575.000000 Penalty: 2941.114990
	Iteration 21Q: 3 clusters Score -837575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -837575.312500 Penalty: 2941.114990
	Iteration 22Q: 3 clusters Score -837575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -837575.875000 Penalty: 2941.114990
	Iteration 23Q: 3 clusters Score -837575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -837575.875000 Penalty: 2941.114990
	Iteration 24F: 3 clusters Score -837575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 6733 members 
Mstep: Class 4 contains 214749 members 
Mstep: Class 5 contains 113373 members 
Mstep: Class 6 contains 20166 members 
Mstep: Class 7 contains 10798 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86918 members 
Mstep: Class 10 contains 9923 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1040 members 
Mstep: Class 14 contains 8587 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2228 members 
Mstep: Class 18 contains 2221 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 10387 members 
Mstep: Class 21 contains 6334 members 
Mstep: Class 22 contains 1782 members 
Entering Unmasked Estep 
Score: -53844340.000000 Penalty: 47529.371094
Splitting cluster 3 changes total score from -53844428.000000 to -53844340.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (214749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214749 members 
Entering Unmasked Estep 
Score: -19642934.000000 Penalty: 1995.049194
	Iteration 0F: 2 clusters Score -1.964293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 108015 members 
Entering Unmasked Estep 
Score: -19501348.000000 Penalty: 3990.098389
	Iteration 0F: 3 clusters Score -1.950135e+07 nChanged 103903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96017 members 
Mstep: Class 2 contains 118732 members 
Entering Unmasked Estep 
Score: -19565222.000000 Penalty: 3990.098389
	Iteration 1F: 3 clusters Score -1.956522e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 125110 members 
Entering Unmasked Estep 
Score: -19568232.000000 Penalty: 3990.098389
	Iteration 2Q: 3 clusters Score -1.956823e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 134675 members 
Entering Unmasked Estep 
Score: -19573950.000000 Penalty: 3990.098389
	Iteration 3Q: 3 clusters Score -1.957395e+07 nChanged 14260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66410 members 
Mstep: Class 2 contains 148339 members 
Entering Unmasked Estep 
Score: -19583504.000000 Penalty: 3990.098389
	Iteration 4F: 3 clusters Score -1.95835e+07 nChanged 17409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 165476 members 
Entering Unmasked Estep 
Score: -19597752.000000 Penalty: 3990.098389
	Iteration 5F: 3 clusters Score -1.959775e+07 nChanged 18173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 183509 members 
Entering Unmasked Estep 
Score: -19614002.000000 Penalty: 3990.098389
	Iteration 6F: 3 clusters Score -1.9614e+07 nChanged 14497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 197972 members 
Entering Unmasked Estep 
Score: -19627202.000000 Penalty: 3990.098389
	Iteration 7F: 3 clusters Score -1.96272e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 206800 members 
Entering Unmasked Estep 
Score: -19634902.000000 Penalty: 3990.098389
	Iteration 8Q: 3 clusters Score -1.96349e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 211170 members 
Entering Unmasked Estep 
Score: -19638458.000000 Penalty: 3990.098389
	Iteration 9Q: 3 clusters Score -1.963846e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 213104 members 
Entering Unmasked Estep 
Score: -19640010.000000 Penalty: 3990.098389
	Iteration 10Q: 3 clusters Score -1.964001e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 213847 members 
Entering Unmasked Estep 
Score: -19640544.000000 Penalty: 3990.098389
	Iteration 11Q: 3 clusters Score -1.964054e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 214123 members 
Entering Unmasked Estep 
Score: -19640812.000000 Penalty: 3990.098389
	Iteration 12Q: 3 clusters Score -1.964081e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 214240 members 
Entering Unmasked Estep 
Score: -19640954.000000 Penalty: 3990.098389
	Iteration 13Q: 3 clusters Score -1.964095e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 214308 members 
Entering Unmasked Estep 
Score: -19641058.000000 Penalty: 3990.098389
	Iteration 14Q: 3 clusters Score -1.964106e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 214346 members 
Entering Unmasked Estep 
Score: -19641120.000000 Penalty: 3990.098389
	Iteration 15Q: 3 clusters Score -1.964112e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 214363 members 
Entering Unmasked Estep 
Score: -19641156.000000 Penalty: 3990.098389
	Iteration 16Q: 3 clusters Score -1.964116e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 214381 members 
Entering Unmasked Estep 
Score: -19641172.000000 Penalty: 3990.098389
	Iteration 17Q: 3 clusters Score -1.964117e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 214388 members 
Entering Unmasked Estep 
Score: -19641206.000000 Penalty: 3990.098389
	Iteration 18Q: 3 clusters Score -1.964121e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 214399 members 
Entering Unmasked Estep 
Score: -19641244.000000 Penalty: 3990.098389
	Iteration 19Q: 3 clusters Score -1.964124e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 214401 members 
Entering Unmasked Estep 
Score: -19641276.000000 Penalty: 3990.098389
	Iteration 20F: 3 clusters Score -1.964128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 214395 members 
Entering Unmasked Estep 
Score: -19641294.000000 Penalty: 3990.098389
	Iteration 21Q: 3 clusters Score -1.964129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 214395 members 
Entering Unmasked Estep 
Score: -19641282.000000 Penalty: 3990.098389
	Iteration 22Q: 3 clusters Score -1.964128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 214398 members 
Entering Unmasked Estep 
Score: -19641300.000000 Penalty: 3990.098389
	Iteration 23Q: 3 clusters Score -1.96413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 214397 members 
Entering Unmasked Estep 
Score: -19641308.000000 Penalty: 3990.098389
	Iteration 24Q: 3 clusters Score -1.964131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 214397 members 
Entering Unmasked Estep 
Score: -19641310.000000 Penalty: 3990.098389
	Iteration 25Q: 3 clusters Score -1.964131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 214399 members 
Entering Unmasked Estep 
Score: -19641308.000000 Penalty: 3990.098389
	Iteration 26Q: 3 clusters Score -1.964131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 214401 members 
Entering Unmasked Estep 
Score: -19641326.000000 Penalty: 3990.098389
	Iteration 27Q: 3 clusters Score -1.964133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 214401 members 
Entering Unmasked Estep 
Score: -19641330.000000 Penalty: 3990.098389
	Iteration 28Q: 3 clusters Score -1.964133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 214401 members 
Entering Unmasked Estep 
Score: -19641334.000000 Penalty: 3990.098389
	Iteration 29Q: 3 clusters Score -1.964133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 214399 members 
Entering Unmasked Estep 
Score: -19641326.000000 Penalty: 3990.098389
	Iteration 30Q: 3 clusters Score -1.964133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 214399 members 
Entering Unmasked Estep 
Score: -19641328.000000 Penalty: 3990.098389
	Iteration 31Q: 3 clusters Score -1.964133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 214397 members 
Entering Unmasked Estep 
Score: -19641332.000000 Penalty: 3990.098389
	Iteration 32Q: 3 clusters Score -1.964133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 214393 members 
Entering Unmasked Estep 
Score: -19641336.000000 Penalty: 3990.098389
	Iteration 33Q: 3 clusters Score -1.964134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 214390 members 
Entering Unmasked Estep 
Score: -19641344.000000 Penalty: 3990.098389
	Iteration 34Q: 3 clusters Score -1.964134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 214390 members 
Entering Unmasked Estep 
Score: -19641350.000000 Penalty: 3990.098389
	Iteration 35Q: 3 clusters Score -1.964135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 214389 members 
Entering Unmasked Estep 
Score: -19641350.000000 Penalty: 3990.098389
	Iteration 36Q: 3 clusters Score -1.964135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 214390 members 
Entering Unmasked Estep 
Score: -19641350.000000 Penalty: 3990.098389
	Iteration 37Q: 3 clusters Score -1.964135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 214389 members 
Entering Unmasked Estep 
Score: -19641358.000000 Penalty: 3990.098389
	Iteration 38Q: 3 clusters Score -1.964136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 214386 members 
Entering Unmasked Estep 
Score: -19641352.000000 Penalty: 3990.098389
	Iteration 39Q: 3 clusters Score -1.964135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 214383 members 
Entering Unmasked Estep 
Score: -19641352.000000 Penalty: 3990.098389
	Iteration 40F: 3 clusters Score -1.964135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 214381 members 
Entering Unmasked Estep 
Score: -19641342.000000 Penalty: 3990.098389
	Iteration 41Q: 3 clusters Score -1.964134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 214380 members 
Entering Unmasked Estep 
Score: -19641342.000000 Penalty: 3990.098389
	Iteration 42Q: 3 clusters Score -1.964134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 214381 members 
Entering Unmasked Estep 
Score: -19641342.000000 Penalty: 3990.098389
	Iteration 43Q: 3 clusters Score -1.964134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 214381 members 
Entering Unmasked Estep 
Score: -19641342.000000 Penalty: 3990.098389
	Iteration 44F: 3 clusters Score -1.964134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (113373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113373 members 
Entering Unmasked Estep 
Score: -11127374.000000 Penalty: 1891.246216
	Iteration 0F: 2 clusters Score -1.112737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -11059882.000000 Penalty: 3782.492432
	Iteration 0F: 3 clusters Score -1.105988e+07 nChanged 54484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -11091838.000000 Penalty: 3782.492432
	Iteration 1F: 3 clusters Score -1.109184e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -11092743.000000 Penalty: 3782.492432
	Iteration 2Q: 3 clusters Score -1.109274e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -11093809.000000 Penalty: 3782.492432
	Iteration 3Q: 3 clusters Score -1.109381e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 57650 members 
Entering Unmasked Estep 
Score: -11095221.000000 Penalty: 3782.492432
	Iteration 4Q: 3 clusters Score -1.109522e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -11097226.000000 Penalty: 3782.492432
	Iteration 5Q: 3 clusters Score -1.109723e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -11100313.000000 Penalty: 3782.492432
	Iteration 6Q: 3 clusters Score -1.110031e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -11104869.000000 Penalty: 3782.492432
	Iteration 7F: 3 clusters Score -1.110487e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -11110196.000000 Penalty: 3782.492432
	Iteration 8F: 3 clusters Score -1.11102e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -11114185.000000 Penalty: 3782.492432
	Iteration 9F: 3 clusters Score -1.111418e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -11116210.000000 Penalty: 3782.492432
	Iteration 10Q: 3 clusters Score -1.111621e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -11117323.000000 Penalty: 3782.492432
	Iteration 11Q: 3 clusters Score -1.111732e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -11118346.000000 Penalty: 3782.492432
	Iteration 12Q: 3 clusters Score -1.111835e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -11119545.000000 Penalty: 3782.492432
	Iteration 13Q: 3 clusters Score -1.111954e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -11120812.000000 Penalty: 3782.492432
	Iteration 14Q: 3 clusters Score -1.112081e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -11122473.000000 Penalty: 3782.492432
	Iteration 15Q: 3 clusters Score -1.112247e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
Score: -11124279.000000 Penalty: 3782.492432
	Iteration 16Q: 3 clusters Score -1.112428e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -11126403.000000 Penalty: 3782.492432
	Iteration 17Q: 3 clusters Score -1.11264e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -11128476.000000 Penalty: 3782.492432
	Iteration 18Q: 3 clusters Score -1.112848e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -11130184.000000 Penalty: 3782.492432
	Iteration 19Q: 3 clusters Score -1.113018e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 71256 members 
Entering Unmasked Estep 
Score: -11131446.000000 Penalty: 3782.492432
	Iteration 20F: 3 clusters Score -1.113145e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 71615 members 
Entering Unmasked Estep 
Score: -11132294.000000 Penalty: 3782.492432
	Iteration 21Q: 3 clusters Score -1.113229e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 72007 members 
Entering Unmasked Estep 
Score: -11132921.000000 Penalty: 3782.492432
	Iteration 22Q: 3 clusters Score -1.113292e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 72474 members 
Entering Unmasked Estep 
Score: -11133278.000000 Penalty: 3782.492432
	Iteration 23Q: 3 clusters Score -1.113328e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 72981 members 
Entering Unmasked Estep 
Score: -11133560.000000 Penalty: 3782.492432
	Iteration 24Q: 3 clusters Score -1.113356e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 73473 members 
Entering Unmasked Estep 
Score: -11133814.000000 Penalty: 3782.492432
	Iteration 25Q: 3 clusters Score -1.113381e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -11134089.000000 Penalty: 3782.492432
	Iteration 26Q: 3 clusters Score -1.113409e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -11134194.000000 Penalty: 3782.492432
	Iteration 27Q: 3 clusters Score -1.113419e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -11134360.000000 Penalty: 3782.492432
	Iteration 28Q: 3 clusters Score -1.113436e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -11134457.000000 Penalty: 3782.492432
	Iteration 29Q: 3 clusters Score -1.113446e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -11134507.000000 Penalty: 3782.492432
	Iteration 30Q: 3 clusters Score -1.113451e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -11134565.000000 Penalty: 3782.492432
	Iteration 31Q: 3 clusters Score -1.113456e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -11134552.000000 Penalty: 3782.492432
	Iteration 32Q: 3 clusters Score -1.113455e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -11134602.000000 Penalty: 3782.492432
	Iteration 33Q: 3 clusters Score -1.11346e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 76818 members 
Entering Unmasked Estep 
Score: -11134611.000000 Penalty: 3782.492432
	Iteration 34Q: 3 clusters Score -1.113461e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -11134646.000000 Penalty: 3782.492432
	Iteration 35Q: 3 clusters Score -1.113465e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -11134660.000000 Penalty: 3782.492432
	Iteration 36Q: 3 clusters Score -1.113466e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 77219 members 
Entering Unmasked Estep 
Score: -11134654.000000 Penalty: 3782.492432
	Iteration 37Q: 3 clusters Score -1.113465e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -11134642.000000 Penalty: 3782.492432
	Iteration 38Q: 3 clusters Score -1.113464e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 77390 members 
Entering Unmasked Estep 
Score: -11134628.000000 Penalty: 3782.492432
	Iteration 39Q: 3 clusters Score -1.113463e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 77465 members 
Entering Unmasked Estep 
Score: -11134625.000000 Penalty: 3782.492432
	Iteration 40F: 3 clusters Score -1.113462e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -11134625.000000 Penalty: 3782.492432
	Iteration 41Q: 3 clusters Score -1.113462e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 77605 members 
Entering Unmasked Estep 
Score: -11134626.000000 Penalty: 3782.492432
	Iteration 42Q: 3 clusters Score -1.113463e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -11134634.000000 Penalty: 3782.492432
	Iteration 43Q: 3 clusters Score -1.113463e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -11134661.000000 Penalty: 3782.492432
	Iteration 44Q: 3 clusters Score -1.113466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -11134651.000000 Penalty: 3782.492432
	Iteration 45Q: 3 clusters Score -1.113465e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -11134633.000000 Penalty: 3782.492432
	Iteration 46Q: 3 clusters Score -1.113463e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -11134649.000000 Penalty: 3782.492432
	Iteration 47Q: 3 clusters Score -1.113465e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -11134651.000000 Penalty: 3782.492432
	Iteration 48Q: 3 clusters Score -1.113465e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 77919 members 
Entering Unmasked Estep 
Score: -11134646.000000 Penalty: 3782.492432
	Iteration 49Q: 3 clusters Score -1.113465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -11134643.000000 Penalty: 3782.492432
	Iteration 50Q: 3 clusters Score -1.113464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -11134649.000000 Penalty: 3782.492432
	Iteration 51Q: 3 clusters Score -1.113465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -11134645.000000 Penalty: 3782.492432
	Iteration 52Q: 3 clusters Score -1.113464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -11134647.000000 Penalty: 3782.492432
	Iteration 53Q: 3 clusters Score -1.113465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 77964 members 
Entering Unmasked Estep 
Score: -11134649.000000 Penalty: 3782.492432
	Iteration 54Q: 3 clusters Score -1.113465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -11134653.000000 Penalty: 3782.492432
	Iteration 55Q: 3 clusters Score -1.113465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -11134653.000000 Penalty: 3782.492432
	Iteration 56F: 3 clusters Score -1.113465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8515 members 
Mstep: Class 4 contains 214749 members 
Mstep: Class 5 contains 35408 members 
Mstep: Class 6 contains 20166 members 
Mstep: Class 7 contains 10798 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86918 members 
Mstep: Class 10 contains 9923 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1040 members 
Mstep: Class 14 contains 8587 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2228 members 
Mstep: Class 18 contains 2221 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 10387 members 
Mstep: Class 21 contains 6334 members 
Mstep: Class 22 contains 77965 members 
Entering Unmasked Estep 
Score: -53851848.000000 Penalty: 47529.371094
Splitting cluster 5 changes total score from -53844428.000000 to -53851848.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (20166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Entering Unmasked Estep 
Score: -1838244.750000 Penalty: 1610.659912
	Iteration 0F: 2 clusters Score -1838245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1824398.875000 Penalty: 3221.319824
	Iteration 0F: 3 clusters Score -1824399 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1829454.000000 Penalty: 3221.319824
	Iteration 1F: 3 clusters Score -1829454 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1829853.125000 Penalty: 3221.319824
	Iteration 2F: 3 clusters Score -1829853 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1830352.125000 Penalty: 3221.319824
	Iteration 3F: 3 clusters Score -1830352 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1830962.750000 Penalty: 3221.319824
	Iteration 4F: 3 clusters Score -1830963 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1831763.000000 Penalty: 3221.319824
	Iteration 5F: 3 clusters Score -1831763 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1832715.250000 Penalty: 3221.319824
	Iteration 6F: 3 clusters Score -1832715 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1833769.875000 Penalty: 3221.319824
	Iteration 7F: 3 clusters Score -1833770 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1834788.750000 Penalty: 3221.319824
	Iteration 8F: 3 clusters Score -1834789 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -1835578.875000 Penalty: 3221.319824
	Iteration 9Q: 3 clusters Score -1835579 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -1836116.875000 Penalty: 3221.319824
	Iteration 10Q: 3 clusters Score -1836117 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -1836421.875000 Penalty: 3221.319824
	Iteration 11Q: 3 clusters Score -1836422 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -1836595.500000 Penalty: 3221.319824
	Iteration 12Q: 3 clusters Score -1836596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -1836715.750000 Penalty: 3221.319824
	Iteration 13Q: 3 clusters Score -1836716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1836786.250000 Penalty: 3221.319824
	Iteration 14Q: 3 clusters Score -1836786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1836830.875000 Penalty: 3221.319824
	Iteration 15Q: 3 clusters Score -1836831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1836857.750000 Penalty: 3221.319824
	Iteration 16Q: 3 clusters Score -1836858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -1836874.250000 Penalty: 3221.319824
	Iteration 17Q: 3 clusters Score -1836874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -1836882.875000 Penalty: 3221.319824
	Iteration 18Q: 3 clusters Score -1836883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -1836894.375000 Penalty: 3221.319824
	Iteration 19Q: 3 clusters Score -1836894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -1836897.625000 Penalty: 3221.319824
	Iteration 20F: 3 clusters Score -1836898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -1836898.000000 Penalty: 3221.319824
	Iteration 21Q: 3 clusters Score -1836898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -1836898.000000 Penalty: 3221.319824
	Iteration 22F: 3 clusters Score -1836898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Entering Unmasked Estep 
Score: -895711.812500 Penalty: 1509.156372
	Iteration 0F: 2 clusters Score -895711.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -888073.312500 Penalty: 3018.312744
	Iteration 0F: 3 clusters Score -888073.3 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -890676.937500 Penalty: 3018.312744
	Iteration 1F: 3 clusters Score -890676.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -890977.125000 Penalty: 3018.312744
	Iteration 2F: 3 clusters Score -890977.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -891214.937500 Penalty: 3018.312744
	Iteration 3F: 3 clusters Score -891214.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -891428.750000 Penalty: 3018.312744
	Iteration 4Q: 3 clusters Score -891428.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -891650.187500 Penalty: 3018.312744
	Iteration 5Q: 3 clusters Score -891650.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -891864.562500 Penalty: 3018.312744
	Iteration 6Q: 3 clusters Score -891864.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -892096.812500 Penalty: 3018.312744
	Iteration 7Q: 3 clusters Score -892096.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -892307.750000 Penalty: 3018.312744
	Iteration 8Q: 3 clusters Score -892307.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -892496.187500 Penalty: 3018.312744
	Iteration 9Q: 3 clusters Score -892496.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -892679.625000 Penalty: 3018.312744
	Iteration 10Q: 3 clusters Score -892679.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -892836.187500 Penalty: 3018.312744
	Iteration 11Q: 3 clusters Score -892836.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -892983.250000 Penalty: 3018.312744
	Iteration 12Q: 3 clusters Score -892983.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -893129.937500 Penalty: 3018.312744
	Iteration 13Q: 3 clusters Score -893129.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -893251.500000 Penalty: 3018.312744
	Iteration 14Q: 3 clusters Score -893251.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -893365.250000 Penalty: 3018.312744
	Iteration 15Q: 3 clusters Score -893365.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -893501.687500 Penalty: 3018.312744
	Iteration 16Q: 3 clusters Score -893501.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -893616.125000 Penalty: 3018.312744
	Iteration 17Q: 3 clusters Score -893616.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -893708.437500 Penalty: 3018.312744
	Iteration 18Q: 3 clusters Score -893708.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -893776.562500 Penalty: 3018.312744
	Iteration 19Q: 3 clusters Score -893776.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -893845.250000 Penalty: 3018.312744
	Iteration 20F: 3 clusters Score -893845.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -893909.687500 Penalty: 3018.312744
	Iteration 21Q: 3 clusters Score -893909.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -893963.937500 Penalty: 3018.312744
	Iteration 22Q: 3 clusters Score -893963.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -894025.000000 Penalty: 3018.312744
	Iteration 23Q: 3 clusters Score -894025 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -894085.562500 Penalty: 3018.312744
	Iteration 24Q: 3 clusters Score -894085.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -894140.187500 Penalty: 3018.312744
	Iteration 25Q: 3 clusters Score -894140.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -894205.562500 Penalty: 3018.312744
	Iteration 26Q: 3 clusters Score -894205.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -894252.000000 Penalty: 3018.312744
	Iteration 27Q: 3 clusters Score -894252 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -894291.500000 Penalty: 3018.312744
	Iteration 28Q: 3 clusters Score -894291.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -894319.500000 Penalty: 3018.312744
	Iteration 29Q: 3 clusters Score -894319.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -894337.937500 Penalty: 3018.312744
	Iteration 30Q: 3 clusters Score -894337.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -894362.687500 Penalty: 3018.312744
	Iteration 31Q: 3 clusters Score -894362.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -894375.875000 Penalty: 3018.312744
	Iteration 32Q: 3 clusters Score -894375.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -894389.875000 Penalty: 3018.312744
	Iteration 33Q: 3 clusters Score -894389.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -894404.812500 Penalty: 3018.312744
	Iteration 34Q: 3 clusters Score -894404.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -894427.750000 Penalty: 3018.312744
	Iteration 35Q: 3 clusters Score -894427.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -894450.812500 Penalty: 3018.312744
	Iteration 36Q: 3 clusters Score -894450.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -894467.937500 Penalty: 3018.312744
	Iteration 37Q: 3 clusters Score -894467.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -894484.250000 Penalty: 3018.312744
	Iteration 38Q: 3 clusters Score -894484.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -894498.437500 Penalty: 3018.312744
	Iteration 39Q: 3 clusters Score -894498.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -894518.437500 Penalty: 3018.312744
	Iteration 40F: 3 clusters Score -894518.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -894537.125000 Penalty: 3018.312744
	Iteration 41Q: 3 clusters Score -894537.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -894547.562500 Penalty: 3018.312744
	Iteration 42Q: 3 clusters Score -894547.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -894560.875000 Penalty: 3018.312744
	Iteration 43Q: 3 clusters Score -894560.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -894565.750000 Penalty: 3018.312744
	Iteration 44Q: 3 clusters Score -894565.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -894573.812500 Penalty: 3018.312744
	Iteration 45Q: 3 clusters Score -894573.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -894583.437500 Penalty: 3018.312744
	Iteration 46Q: 3 clusters Score -894583.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -894593.312500 Penalty: 3018.312744
	Iteration 47Q: 3 clusters Score -894593.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -894605.000000 Penalty: 3018.312744
	Iteration 48Q: 3 clusters Score -894605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -894614.687500 Penalty: 3018.312744
	Iteration 49Q: 3 clusters Score -894614.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -894635.500000 Penalty: 3018.312744
	Iteration 50Q: 3 clusters Score -894635.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -894653.187500 Penalty: 3018.312744
	Iteration 51Q: 3 clusters Score -894653.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -894681.562500 Penalty: 3018.312744
	Iteration 52Q: 3 clusters Score -894681.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -894704.125000 Penalty: 3018.312744
	Iteration 53Q: 3 clusters Score -894704.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -894723.062500 Penalty: 3018.312744
	Iteration 54Q: 3 clusters Score -894723.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -894741.062500 Penalty: 3018.312744
	Iteration 55Q: 3 clusters Score -894741.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -894754.000000 Penalty: 3018.312744
	Iteration 56Q: 3 clusters Score -894754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -894764.375000 Penalty: 3018.312744
	Iteration 57Q: 3 clusters Score -894764.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -894772.562500 Penalty: 3018.312744
	Iteration 58Q: 3 clusters Score -894772.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -894776.750000 Penalty: 3018.312744
	Iteration 59Q: 3 clusters Score -894776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -894779.687500 Penalty: 3018.312744
	Iteration 60F: 3 clusters Score -894779.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -894785.562500 Penalty: 3018.312744
	Iteration 61Q: 3 clusters Score -894785.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -894786.937500 Penalty: 3018.312744
	Iteration 62Q: 3 clusters Score -894786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -894790.000000 Penalty: 3018.312744
	Iteration 63Q: 3 clusters Score -894790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -894790.937500 Penalty: 3018.312744
	Iteration 64Q: 3 clusters Score -894790.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -894792.375000 Penalty: 3018.312744
	Iteration 65Q: 3 clusters Score -894792.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -894792.875000 Penalty: 3018.312744
	Iteration 66Q: 3 clusters Score -894792.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -894792.875000 Penalty: 3018.312744
	Iteration 67F: 3 clusters Score -894792.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -147133.984375 Penalty: 1193.936157
	Iteration 0F: 2 clusters Score -147134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -145309.328125 Penalty: 2387.872314
	Iteration 0F: 3 clusters Score -145309.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -145646.437500 Penalty: 2387.872314
	Iteration 1F: 3 clusters Score -145646.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -145731.109375 Penalty: 2387.872314
	Iteration 2F: 3 clusters Score -145731.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -145794.593750 Penalty: 2387.872314
	Iteration 3Q: 3 clusters Score -145794.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -145837.640625 Penalty: 2387.872314
	Iteration 4Q: 3 clusters Score -145837.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -145870.234375 Penalty: 2387.872314
	Iteration 5Q: 3 clusters Score -145870.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -145898.453125 Penalty: 2387.872314
	Iteration 6Q: 3 clusters Score -145898.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -145916.890625 Penalty: 2387.872314
	Iteration 7Q: 3 clusters Score -145916.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -145926.843750 Penalty: 2387.872314
	Iteration 8Q: 3 clusters Score -145926.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -145931.765625 Penalty: 2387.872314
	Iteration 9Q: 3 clusters Score -145931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -145933.906250 Penalty: 2387.872314
	Iteration 10Q: 3 clusters Score -145933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -145936.437500 Penalty: 2387.872314
	Iteration 11Q: 3 clusters Score -145936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -145941.390625 Penalty: 2387.872314
	Iteration 12Q: 3 clusters Score -145941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145943.968750 Penalty: 2387.872314
	Iteration 13Q: 3 clusters Score -145944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -145946.109375 Penalty: 2387.872314
	Iteration 14Q: 3 clusters Score -145946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -145948.093750 Penalty: 2387.872314
	Iteration 15Q: 3 clusters Score -145948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -145948.750000 Penalty: 2387.872314
	Iteration 16Q: 3 clusters Score -145948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -145949.531250 Penalty: 2387.872314
	Iteration 17Q: 3 clusters Score -145949.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -145949.531250 Penalty: 2387.872314
	Iteration 18F: 3 clusters Score -145949.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (86918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86918 members 
Entering Unmasked Estep 
Score: -7972405.500000 Penalty: 1848.067139
	Iteration 0F: 2 clusters Score -7972406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -7914334.500000 Penalty: 3696.134277
	Iteration 0F: 3 clusters Score -7914334 nChanged 41454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -7938065.000000 Penalty: 3696.134277
	Iteration 1F: 3 clusters Score -7938065 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -7938964.000000 Penalty: 3696.134277
	Iteration 2Q: 3 clusters Score -7938964 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -7940529.000000 Penalty: 3696.134277
	Iteration 3Q: 3 clusters Score -7940529 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -7943386.500000 Penalty: 3696.134277
	Iteration 4F: 3 clusters Score -7943386 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -7948486.500000 Penalty: 3696.134277
	Iteration 5F: 3 clusters Score -7948486 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -7955937.500000 Penalty: 3696.134277
	Iteration 6F: 3 clusters Score -7955938 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -7963595.000000 Penalty: 3696.134277
	Iteration 7F: 3 clusters Score -7963595 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -7968278.500000 Penalty: 3696.134277
	Iteration 8F: 3 clusters Score -7968278 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 86044 members 
Entering Unmasked Estep 
Score: -7969998.500000 Penalty: 3696.134277
	Iteration 9Q: 3 clusters Score -7969998 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 86553 members 
Entering Unmasked Estep 
Score: -7970454.000000 Penalty: 3696.134277
	Iteration 10Q: 3 clusters Score -7970454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -7970609.000000 Penalty: 3696.134277
	Iteration 11Q: 3 clusters Score -7970609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -7970664.000000 Penalty: 3696.134277
	Iteration 12Q: 3 clusters Score -7970664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
Score: -7970700.500000 Penalty: 3696.134277
	Iteration 13Q: 3 clusters Score -7970700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -7970738.000000 Penalty: 3696.134277
	Iteration 14Q: 3 clusters Score -7970738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -7970763.000000 Penalty: 3696.134277
	Iteration 15Q: 3 clusters Score -7970763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -7970783.000000 Penalty: 3696.134277
	Iteration 16Q: 3 clusters Score -7970783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -7970788.500000 Penalty: 3696.134277
	Iteration 17Q: 3 clusters Score -7970788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -7970807.000000 Penalty: 3696.134277
	Iteration 18Q: 3 clusters Score -7970807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -7970818.000000 Penalty: 3696.134277
	Iteration 19Q: 3 clusters Score -7970818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -7970827.500000 Penalty: 3696.134277
	Iteration 20F: 3 clusters Score -7970828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -7970838.500000 Penalty: 3696.134277
	Iteration 21Q: 3 clusters Score -7970838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 86729 members 
Entering Unmasked Estep 
Score: -7970841.000000 Penalty: 3696.134277
	Iteration 22Q: 3 clusters Score -7970841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -7970848.000000 Penalty: 3696.134277
	Iteration 23Q: 3 clusters Score -7970848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -7970851.000000 Penalty: 3696.134277
	Iteration 24Q: 3 clusters Score -7970851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -7970855.500000 Penalty: 3696.134277
	Iteration 25Q: 3 clusters Score -7970856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -7970854.500000 Penalty: 3696.134277
	Iteration 26Q: 3 clusters Score -7970854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -7970854.500000 Penalty: 3696.134277
	Iteration 27F: 3 clusters Score -7970854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Entering Unmasked Estep 
Score: -929779.875000 Penalty: 1495.424316
	Iteration 0F: 2 clusters Score -929779.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -922673.437500 Penalty: 2990.848633
	Iteration 0F: 3 clusters Score -922673.4 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -924975.875000 Penalty: 2990.848633
	Iteration 1F: 3 clusters Score -924975.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -925265.875000 Penalty: 2990.848633
	Iteration 2F: 3 clusters Score -925265.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -925541.437500 Penalty: 2990.848633
	Iteration 3F: 3 clusters Score -925541.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -925887.687500 Penalty: 2990.848633
	Iteration 4F: 3 clusters Score -925887.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -926293.812500 Penalty: 2990.848633
	Iteration 5F: 3 clusters Score -926293.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -926818.500000 Penalty: 2990.848633
	Iteration 6F: 3 clusters Score -926818.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -927363.562500 Penalty: 2990.848633
	Iteration 7F: 3 clusters Score -927363.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -927832.437500 Penalty: 2990.848633
	Iteration 8F: 3 clusters Score -927832.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -928218.437500 Penalty: 2990.848633
	Iteration 9Q: 3 clusters Score -928218.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -928476.187500 Penalty: 2990.848633
	Iteration 10Q: 3 clusters Score -928476.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -928618.312500 Penalty: 2990.848633
	Iteration 11Q: 3 clusters Score -928618.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -928676.312500 Penalty: 2990.848633
	Iteration 12Q: 3 clusters Score -928676.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -928724.437500 Penalty: 2990.848633
	Iteration 13Q: 3 clusters Score -928724.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -928759.375000 Penalty: 2990.848633
	Iteration 14Q: 3 clusters Score -928759.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -928783.937500 Penalty: 2990.848633
	Iteration 15Q: 3 clusters Score -928783.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -928794.875000 Penalty: 2990.848633
	Iteration 16Q: 3 clusters Score -928794.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -928805.375000 Penalty: 2990.848633
	Iteration 17Q: 3 clusters Score -928805.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -928812.250000 Penalty: 2990.848633
	Iteration 18Q: 3 clusters Score -928812.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -928813.125000 Penalty: 2990.848633
	Iteration 19Q: 3 clusters Score -928813.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -928815.187500 Penalty: 2990.848633
	Iteration 20F: 3 clusters Score -928815.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -928815.750000 Penalty: 2990.848633
	Iteration 21Q: 3 clusters Score -928815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -928818.125000 Penalty: 2990.848633
	Iteration 22Q: 3 clusters Score -928818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -928819.125000 Penalty: 2990.848633
	Iteration 23Q: 3 clusters Score -928819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -928820.812500 Penalty: 2990.848633
	Iteration 24Q: 3 clusters Score -928820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -928824.875000 Penalty: 2990.848633
	Iteration 25Q: 3 clusters Score -928824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -928826.625000 Penalty: 2990.848633
	Iteration 26Q: 3 clusters Score -928826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -928826.062500 Penalty: 2990.848633
	Iteration 27Q: 3 clusters Score -928826.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -928828.500000 Penalty: 2990.848633
	Iteration 28Q: 3 clusters Score -928828.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -928828.250000 Penalty: 2990.848633
	Iteration 29Q: 3 clusters Score -928828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -928828.812500 Penalty: 2990.848633
	Iteration 30Q: 3 clusters Score -928828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -928829.812500 Penalty: 2990.848633
	Iteration 31Q: 3 clusters Score -928829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -928830.312500 Penalty: 2990.848633
	Iteration 32Q: 3 clusters Score -928830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -928828.500000 Penalty: 2990.848633
	Iteration 33Q: 3 clusters Score -928828.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -928828.312500 Penalty: 2990.848633
	Iteration 34Q: 3 clusters Score -928828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -928829.687500 Penalty: 2990.848633
	Iteration 35Q: 3 clusters Score -928829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -928829.500000 Penalty: 2990.848633
	Iteration 36Q: 3 clusters Score -928829.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -928830.000000 Penalty: 2990.848633
	Iteration 37Q: 3 clusters Score -928830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -928829.937500 Penalty: 2990.848633
	Iteration 38Q: 3 clusters Score -928829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -928832.562500 Penalty: 2990.848633
	Iteration 39Q: 3 clusters Score -928832.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -928832.687500 Penalty: 2990.848633
	Iteration 40F: 3 clusters Score -928832.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -928833.000000 Penalty: 2990.848633
	Iteration 41Q: 3 clusters Score -928833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -928833.375000 Penalty: 2990.848633
	Iteration 42Q: 3 clusters Score -928833.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -928833.375000 Penalty: 2990.848633
	Iteration 43F: 3 clusters Score -928833.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -141068.921875 Penalty: 1217.844849
	Iteration 0F: 2 clusters Score -141068.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -139139.671875 Penalty: 2435.689697
	Iteration 0F: 3 clusters Score -139139.7 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -139786.375000 Penalty: 2435.689697
	Iteration 1F: 3 clusters Score -139786.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -140037.671875 Penalty: 2435.689697
	Iteration 2F: 3 clusters Score -140037.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -140248.781250 Penalty: 2435.689697
	Iteration 3F: 3 clusters Score -140248.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -140468.562500 Penalty: 2435.689697
	Iteration 4F: 3 clusters Score -140468.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -140694.250000 Penalty: 2435.689697
	Iteration 5F: 3 clusters Score -140694.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -140837.671875 Penalty: 2435.689697
	Iteration 6Q: 3 clusters Score -140837.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140940.843750 Penalty: 2435.689697
	Iteration 7Q: 3 clusters Score -140940.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -141011.406250 Penalty: 2435.689697
	Iteration 8Q: 3 clusters Score -141011.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -141060.015625 Penalty: 2435.689697
	Iteration 9Q: 3 clusters Score -141060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -141140.109375 Penalty: 2435.689697
	Iteration 10Q: 3 clusters Score -141140.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -141220.609375 Penalty: 2435.689697
	Iteration 11Q: 3 clusters Score -141220.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -141271.515625 Penalty: 2435.689697
	Iteration 12Q: 3 clusters Score -141271.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -141288.437500 Penalty: 2435.689697
	Iteration 13Q: 3 clusters Score -141288.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -141310.984375 Penalty: 2435.689697
	Iteration 14Q: 3 clusters Score -141311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -141324.031250 Penalty: 2435.689697
	Iteration 15Q: 3 clusters Score -141324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -141333.515625 Penalty: 2435.689697
	Iteration 16Q: 3 clusters Score -141333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -141339.484375 Penalty: 2435.689697
	Iteration 17Q: 3 clusters Score -141339.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -141340.046875 Penalty: 2435.689697
	Iteration 18Q: 3 clusters Score -141340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -141340.046875 Penalty: 2435.689697
	Iteration 19F: 3 clusters Score -141340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8515 members 
Mstep: Class 4 contains 214749 members 
Mstep: Class 5 contains 35408 members 
Mstep: Class 6 contains 20166 members 
Mstep: Class 7 contains 10798 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86918 members 
Mstep: Class 10 contains 9923 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1040 members 
Mstep: Class 14 contains 8587 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2228 members 
Mstep: Class 18 contains 2221 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 10387 members 
Mstep: Class 21 contains 6334 members 
Mstep: Class 22 contains 77965 members 
Mstep: Class 23 contains 864 members 
Entering Unmasked Estep 
Score: -53851156.000000 Penalty: 49689.800781
Splitting cluster 11 changes total score from -53844428.000000 to -53851156.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (11184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Entering Unmasked Estep 
Score: -1079574.000000 Penalty: 1514.864014
	Iteration 0F: 2 clusters Score -1079574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1071614.375000 Penalty: 3029.728027
	Iteration 0F: 3 clusters Score -1071614 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1074162.000000 Penalty: 3029.728027
	Iteration 1F: 3 clusters Score -1074162 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1074399.750000 Penalty: 3029.728027
	Iteration 2F: 3 clusters Score -1074400 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1074568.875000 Penalty: 3029.728027
	Iteration 3Q: 3 clusters Score -1074569 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1074748.000000 Penalty: 3029.728027
	Iteration 4Q: 3 clusters Score -1074748 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1074902.625000 Penalty: 3029.728027
	Iteration 5Q: 3 clusters Score -1074903 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1075073.500000 Penalty: 3029.728027
	Iteration 6Q: 3 clusters Score -1075074 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1075281.125000 Penalty: 3029.728027
	Iteration 7Q: 3 clusters Score -1075281 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1075537.250000 Penalty: 3029.728027
	Iteration 8Q: 3 clusters Score -1075537 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1075879.625000 Penalty: 3029.728027
	Iteration 9Q: 3 clusters Score -1075880 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1076308.750000 Penalty: 3029.728027
	Iteration 10F: 3 clusters Score -1076309 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1076754.125000 Penalty: 3029.728027
	Iteration 11F: 3 clusters Score -1076754 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1077198.500000 Penalty: 3029.728027
	Iteration 12Q: 3 clusters Score -1077198 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1077542.875000 Penalty: 3029.728027
	Iteration 13Q: 3 clusters Score -1077543 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1077769.750000 Penalty: 3029.728027
	Iteration 14Q: 3 clusters Score -1077770 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1077923.875000 Penalty: 3029.728027
	Iteration 15Q: 3 clusters Score -1077924 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1078042.625000 Penalty: 3029.728027
	Iteration 16Q: 3 clusters Score -1078043 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1078123.250000 Penalty: 3029.728027
	Iteration 17Q: 3 clusters Score -1078123 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1078177.750000 Penalty: 3029.728027
	Iteration 18Q: 3 clusters Score -1078178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1078206.625000 Penalty: 3029.728027
	Iteration 19Q: 3 clusters Score -1078207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1078224.000000 Penalty: 3029.728027
	Iteration 20F: 3 clusters Score -1078224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1078236.500000 Penalty: 3029.728027
	Iteration 21Q: 3 clusters Score -1078236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1078239.750000 Penalty: 3029.728027
	Iteration 22Q: 3 clusters Score -1078240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1078242.875000 Penalty: 3029.728027
	Iteration 23Q: 3 clusters Score -1078243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1078246.250000 Penalty: 3029.728027
	Iteration 24Q: 3 clusters Score -1078246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1078246.000000 Penalty: 3029.728027
	Iteration 25Q: 3 clusters Score -1078246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1078246.000000 Penalty: 3029.728027
	Iteration 26F: 3 clusters Score -1078246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -95915.500000 Penalty: 1128.883667
	Iteration 0F: 2 clusters Score -95915.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -94461.296875 Penalty: 2257.767334
	Iteration 0F: 3 clusters Score -94461.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -94710.679688 Penalty: 2257.767334
	Iteration 1F: 3 clusters Score -94710.68 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -94776.375000 Penalty: 2257.767334
	Iteration 2F: 3 clusters Score -94776.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94803.828125 Penalty: 2257.767334
	Iteration 3Q: 3 clusters Score -94803.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -94822.562500 Penalty: 2257.767334
	Iteration 4Q: 3 clusters Score -94822.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94832.914062 Penalty: 2257.767334
	Iteration 5Q: 3 clusters Score -94832.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -94837.476562 Penalty: 2257.767334
	Iteration 6Q: 3 clusters Score -94837.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -94843.523438 Penalty: 2257.767334
	Iteration 7Q: 3 clusters Score -94843.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -94848.125000 Penalty: 2257.767334
	Iteration 8Q: 3 clusters Score -94848.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -94853.773438 Penalty: 2257.767334
	Iteration 9Q: 3 clusters Score -94853.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -94863.335938 Penalty: 2257.767334
	Iteration 10Q: 3 clusters Score -94863.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -94866.156250 Penalty: 2257.767334
	Iteration 11Q: 3 clusters Score -94866.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -94867.671875 Penalty: 2257.767334
	Iteration 12Q: 3 clusters Score -94867.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -94868.296875 Penalty: 2257.767334
	Iteration 13Q: 3 clusters Score -94868.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -94868.296875 Penalty: 2257.767334
	Iteration 14F: 3 clusters Score -94868.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Entering Unmasked Estep 
Score: -745845.375000 Penalty: 1471.925659
	Iteration 0F: 2 clusters Score -745845.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -739617.937500 Penalty: 2943.851318
	Iteration 0F: 3 clusters Score -739617.9 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -741666.062500 Penalty: 2943.851318
	Iteration 1F: 3 clusters Score -741666.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -742037.437500 Penalty: 2943.851318
	Iteration 2F: 3 clusters Score -742037.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -742499.937500 Penalty: 2943.851318
	Iteration 3F: 3 clusters Score -742499.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -743042.125000 Penalty: 2943.851318
	Iteration 4F: 3 clusters Score -743042.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -743570.937500 Penalty: 2943.851318
	Iteration 5F: 3 clusters Score -743570.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -744041.062500 Penalty: 2943.851318
	Iteration 6F: 3 clusters Score -744041.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -744328.187500 Penalty: 2943.851318
	Iteration 7F: 3 clusters Score -744328.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -744495.812500 Penalty: 2943.851318
	Iteration 8Q: 3 clusters Score -744495.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -744572.750000 Penalty: 2943.851318
	Iteration 9Q: 3 clusters Score -744572.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -744631.125000 Penalty: 2943.851318
	Iteration 10Q: 3 clusters Score -744631.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -744667.750000 Penalty: 2943.851318
	Iteration 11Q: 3 clusters Score -744667.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -744695.687500 Penalty: 2943.851318
	Iteration 12Q: 3 clusters Score -744695.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -744726.375000 Penalty: 2943.851318
	Iteration 13Q: 3 clusters Score -744726.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -744753.062500 Penalty: 2943.851318
	Iteration 14Q: 3 clusters Score -744753.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -744771.687500 Penalty: 2943.851318
	Iteration 15Q: 3 clusters Score -744771.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -744791.687500 Penalty: 2943.851318
	Iteration 16Q: 3 clusters Score -744791.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -744813.062500 Penalty: 2943.851318
	Iteration 17Q: 3 clusters Score -744813.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -744838.125000 Penalty: 2943.851318
	Iteration 18Q: 3 clusters Score -744838.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -744855.625000 Penalty: 2943.851318
	Iteration 19Q: 3 clusters Score -744855.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -744879.375000 Penalty: 2943.851318
	Iteration 20F: 3 clusters Score -744879.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -744902.062500 Penalty: 2943.851318
	Iteration 21Q: 3 clusters Score -744902.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -744923.375000 Penalty: 2943.851318
	Iteration 22Q: 3 clusters Score -744923.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -744943.562500 Penalty: 2943.851318
	Iteration 23Q: 3 clusters Score -744943.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -744966.000000 Penalty: 2943.851318
	Iteration 24Q: 3 clusters Score -744966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -744985.687500 Penalty: 2943.851318
	Iteration 25Q: 3 clusters Score -744985.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -745003.875000 Penalty: 2943.851318
	Iteration 26Q: 3 clusters Score -745003.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -745022.375000 Penalty: 2943.851318
	Iteration 27Q: 3 clusters Score -745022.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -745045.562500 Penalty: 2943.851318
	Iteration 28Q: 3 clusters Score -745045.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -745064.000000 Penalty: 2943.851318
	Iteration 29Q: 3 clusters Score -745064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -745080.250000 Penalty: 2943.851318
	Iteration 30Q: 3 clusters Score -745080.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -745093.187500 Penalty: 2943.851318
	Iteration 31Q: 3 clusters Score -745093.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -745115.937500 Penalty: 2943.851318
	Iteration 32Q: 3 clusters Score -745115.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -745137.562500 Penalty: 2943.851318
	Iteration 33Q: 3 clusters Score -745137.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -745154.125000 Penalty: 2943.851318
	Iteration 34Q: 3 clusters Score -745154.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -745171.312500 Penalty: 2943.851318
	Iteration 35Q: 3 clusters Score -745171.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -745184.937500 Penalty: 2943.851318
	Iteration 36Q: 3 clusters Score -745184.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -745190.250000 Penalty: 2943.851318
	Iteration 37Q: 3 clusters Score -745190.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -745202.562500 Penalty: 2943.851318
	Iteration 38Q: 3 clusters Score -745202.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -745212.125000 Penalty: 2943.851318
	Iteration 39Q: 3 clusters Score -745212.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -745221.062500 Penalty: 2943.851318
	Iteration 40F: 3 clusters Score -745221.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -745227.375000 Penalty: 2943.851318
	Iteration 41Q: 3 clusters Score -745227.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -745236.500000 Penalty: 2943.851318
	Iteration 42Q: 3 clusters Score -745236.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -745244.000000 Penalty: 2943.851318
	Iteration 43Q: 3 clusters Score -745244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -745249.062500 Penalty: 2943.851318
	Iteration 44Q: 3 clusters Score -745249.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -745253.437500 Penalty: 2943.851318
	Iteration 45Q: 3 clusters Score -745253.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -745261.625000 Penalty: 2943.851318
	Iteration 46Q: 3 clusters Score -745261.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -745268.750000 Penalty: 2943.851318
	Iteration 47Q: 3 clusters Score -745268.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -745272.375000 Penalty: 2943.851318
	Iteration 48Q: 3 clusters Score -745272.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -745276.875000 Penalty: 2943.851318
	Iteration 49Q: 3 clusters Score -745276.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -745278.250000 Penalty: 2943.851318
	Iteration 50Q: 3 clusters Score -745278.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -745281.125000 Penalty: 2943.851318
	Iteration 51Q: 3 clusters Score -745281.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -745284.937500 Penalty: 2943.851318
	Iteration 52Q: 3 clusters Score -745284.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -745289.187500 Penalty: 2943.851318
	Iteration 53Q: 3 clusters Score -745289.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -745293.750000 Penalty: 2943.851318
	Iteration 54Q: 3 clusters Score -745293.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -745297.937500 Penalty: 2943.851318
	Iteration 55Q: 3 clusters Score -745297.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -745301.750000 Penalty: 2943.851318
	Iteration 56Q: 3 clusters Score -745301.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -745307.375000 Penalty: 2943.851318
	Iteration 57Q: 3 clusters Score -745307.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -745312.500000 Penalty: 2943.851318
	Iteration 58Q: 3 clusters Score -745312.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -745316.437500 Penalty: 2943.851318
	Iteration 59Q: 3 clusters Score -745316.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -745320.437500 Penalty: 2943.851318
	Iteration 60F: 3 clusters Score -745320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -745321.625000 Penalty: 2943.851318
	Iteration 61Q: 3 clusters Score -745321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -745324.250000 Penalty: 2943.851318
	Iteration 62Q: 3 clusters Score -745324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -745327.562500 Penalty: 2943.851318
	Iteration 63Q: 3 clusters Score -745327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -745328.937500 Penalty: 2943.851318
	Iteration 64Q: 3 clusters Score -745328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -745332.062500 Penalty: 2943.851318
	Iteration 65Q: 3 clusters Score -745332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -745331.000000 Penalty: 2943.851318
	Iteration 66Q: 3 clusters Score -745331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -745332.125000 Penalty: 2943.851318
	Iteration 67Q: 3 clusters Score -745332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -745333.000000 Penalty: 2943.851318
	Iteration 68Q: 3 clusters Score -745333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -745332.812500 Penalty: 2943.851318
	Iteration 69Q: 3 clusters Score -745332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -745333.937500 Penalty: 2943.851318
	Iteration 70Q: 3 clusters Score -745333.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -745333.937500 Penalty: 2943.851318
	Iteration 71F: 3 clusters Score -745333.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -144320.031250 Penalty: 1201.704956
	Iteration 0F: 2 clusters Score -144320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -142454.359375 Penalty: 2403.409912
	Iteration 0F: 3 clusters Score -142454.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -142857.078125 Penalty: 2403.409912
	Iteration 1F: 3 clusters Score -142857.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -142972.046875 Penalty: 2403.409912
	Iteration 2F: 3 clusters Score -142972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -143017.343750 Penalty: 2403.409912
	Iteration 3Q: 3 clusters Score -143017.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -143054.609375 Penalty: 2403.409912
	Iteration 4Q: 3 clusters Score -143054.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -143094.796875 Penalty: 2403.409912
	Iteration 5Q: 3 clusters Score -143094.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -143126.046875 Penalty: 2403.409912
	Iteration 6Q: 3 clusters Score -143126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -143141.781250 Penalty: 2403.409912
	Iteration 7Q: 3 clusters Score -143141.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -143155.843750 Penalty: 2403.409912
	Iteration 8Q: 3 clusters Score -143155.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -143169.281250 Penalty: 2403.409912
	Iteration 9Q: 3 clusters Score -143169.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -143188.562500 Penalty: 2403.409912
	Iteration 10Q: 3 clusters Score -143188.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -143200.890625 Penalty: 2403.409912
	Iteration 11Q: 3 clusters Score -143200.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -143208.000000 Penalty: 2403.409912
	Iteration 12Q: 3 clusters Score -143208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -143213.093750 Penalty: 2403.409912
	Iteration 13Q: 3 clusters Score -143213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -143217.656250 Penalty: 2403.409912
	Iteration 14Q: 3 clusters Score -143217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -143219.171875 Penalty: 2403.409912
	Iteration 15Q: 3 clusters Score -143219.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -143219.328125 Penalty: 2403.409912
	Iteration 16Q: 3 clusters Score -143219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -143220.625000 Penalty: 2403.409912
	Iteration 17Q: 3 clusters Score -143220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -143220.625000 Penalty: 2403.409912
	Iteration 18F: 3 clusters Score -143220.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Entering Unmasked Estep 
Score: -563926.562500 Penalty: 1422.551147
	Iteration 0F: 2 clusters Score -563926.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -559114.687500 Penalty: 2845.102295
	Iteration 0F: 3 clusters Score -559114.7 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -560543.000000 Penalty: 2845.102295
	Iteration 1F: 3 clusters Score -560543 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -560811.312500 Penalty: 2845.102295
	Iteration 2F: 3 clusters Score -560811.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -561135.625000 Penalty: 2845.102295
	Iteration 3F: 3 clusters Score -561135.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -561513.437500 Penalty: 2845.102295
	Iteration 4F: 3 clusters Score -561513.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -562033.562500 Penalty: 2845.102295
	Iteration 5F: 3 clusters Score -562033.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -562553.875000 Penalty: 2845.102295
	Iteration 6F: 3 clusters Score -562553.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -562874.750000 Penalty: 2845.102295
	Iteration 7F: 3 clusters Score -562874.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -563052.125000 Penalty: 2845.102295
	Iteration 8Q: 3 clusters Score -563052.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -563158.500000 Penalty: 2845.102295
	Iteration 9Q: 3 clusters Score -563158.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -563232.625000 Penalty: 2845.102295
	Iteration 10Q: 3 clusters Score -563232.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -563304.750000 Penalty: 2845.102295
	Iteration 11Q: 3 clusters Score -563304.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -563379.125000 Penalty: 2845.102295
	Iteration 12Q: 3 clusters Score -563379.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -563437.062500 Penalty: 2845.102295
	Iteration 13Q: 3 clusters Score -563437.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -563488.250000 Penalty: 2845.102295
	Iteration 14Q: 3 clusters Score -563488.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -563531.875000 Penalty: 2845.102295
	Iteration 15Q: 3 clusters Score -563531.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -563554.875000 Penalty: 2845.102295
	Iteration 16Q: 3 clusters Score -563554.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -563568.875000 Penalty: 2845.102295
	Iteration 17Q: 3 clusters Score -563568.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -563580.375000 Penalty: 2845.102295
	Iteration 18Q: 3 clusters Score -563580.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -563590.687500 Penalty: 2845.102295
	Iteration 19Q: 3 clusters Score -563590.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -563599.375000 Penalty: 2845.102295
	Iteration 20F: 3 clusters Score -563599.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -563605.500000 Penalty: 2845.102295
	Iteration 21Q: 3 clusters Score -563605.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -563609.625000 Penalty: 2845.102295
	Iteration 22Q: 3 clusters Score -563609.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -563614.125000 Penalty: 2845.102295
	Iteration 23Q: 3 clusters Score -563614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -563616.562500 Penalty: 2845.102295
	Iteration 24Q: 3 clusters Score -563616.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -563619.187500 Penalty: 2845.102295
	Iteration 25Q: 3 clusters Score -563619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -563620.812500 Penalty: 2845.102295
	Iteration 26Q: 3 clusters Score -563620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -563622.750000 Penalty: 2845.102295
	Iteration 27Q: 3 clusters Score -563622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -563623.437500 Penalty: 2845.102295
	Iteration 28Q: 3 clusters Score -563623.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -563626.187500 Penalty: 2845.102295
	Iteration 29Q: 3 clusters Score -563626.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -563628.250000 Penalty: 2845.102295
	Iteration 30Q: 3 clusters Score -563628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -563629.750000 Penalty: 2845.102295
	Iteration 31Q: 3 clusters Score -563629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -563632.250000 Penalty: 2845.102295
	Iteration 32Q: 3 clusters Score -563632.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -563634.062500 Penalty: 2845.102295
	Iteration 33Q: 3 clusters Score -563634.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -563635.250000 Penalty: 2845.102295
	Iteration 34Q: 3 clusters Score -563635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -563636.875000 Penalty: 2845.102295
	Iteration 35Q: 3 clusters Score -563636.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -563636.687500 Penalty: 2845.102295
	Iteration 36Q: 3 clusters Score -563636.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -563637.062500 Penalty: 2845.102295
	Iteration 37Q: 3 clusters Score -563637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -563636.875000 Penalty: 2845.102295
	Iteration 38Q: 3 clusters Score -563636.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -563638.375000 Penalty: 2845.102295
	Iteration 39Q: 3 clusters Score -563638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -563639.375000 Penalty: 2845.102295
	Iteration 40F: 3 clusters Score -563639.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -563639.812500 Penalty: 2845.102295
	Iteration 41Q: 3 clusters Score -563639.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -563639.812500 Penalty: 2845.102295
	Iteration 42F: 3 clusters Score -563639.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -195916.984375 Penalty: 1252.689697
	Iteration 0F: 2 clusters Score -195917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -193683.156250 Penalty: 2505.379395
	Iteration 0F: 3 clusters Score -193683.2 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -194151.078125 Penalty: 2505.379395
	Iteration 1F: 3 clusters Score -194151.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -194281.234375 Penalty: 2505.379395
	Iteration 2F: 3 clusters Score -194281.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -194341.140625 Penalty: 2505.379395
	Iteration 3Q: 3 clusters Score -194341.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -194384.968750 Penalty: 2505.379395
	Iteration 4Q: 3 clusters Score -194385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -194418.140625 Penalty: 2505.379395
	Iteration 5Q: 3 clusters Score -194418.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -194443.046875 Penalty: 2505.379395
	Iteration 6Q: 3 clusters Score -194443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -194465.687500 Penalty: 2505.379395
	Iteration 7Q: 3 clusters Score -194465.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194479.953125 Penalty: 2505.379395
	Iteration 8Q: 3 clusters Score -194480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -194488.859375 Penalty: 2505.379395
	Iteration 9Q: 3 clusters Score -194488.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -194494.343750 Penalty: 2505.379395
	Iteration 10Q: 3 clusters Score -194494.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -194498.750000 Penalty: 2505.379395
	Iteration 11Q: 3 clusters Score -194498.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -194506.500000 Penalty: 2505.379395
	Iteration 12Q: 3 clusters Score -194506.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -194510.640625 Penalty: 2505.379395
	Iteration 13Q: 3 clusters Score -194510.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -194514.531250 Penalty: 2505.379395
	Iteration 14Q: 3 clusters Score -194514.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -194518.562500 Penalty: 2505.379395
	Iteration 15Q: 3 clusters Score -194518.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -194521.093750 Penalty: 2505.379395
	Iteration 16Q: 3 clusters Score -194521.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -194524.921875 Penalty: 2505.379395
	Iteration 17Q: 3 clusters Score -194524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -194529.828125 Penalty: 2505.379395
	Iteration 18Q: 3 clusters Score -194529.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -194534.781250 Penalty: 2505.379395
	Iteration 19Q: 3 clusters Score -194534.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -194538.562500 Penalty: 2505.379395
	Iteration 20F: 3 clusters Score -194538.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -194543.156250 Penalty: 2505.379395
	Iteration 21Q: 3 clusters Score -194543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -194545.953125 Penalty: 2505.379395
	Iteration 22Q: 3 clusters Score -194546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -194551.046875 Penalty: 2505.379395
	Iteration 23Q: 3 clusters Score -194551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -194552.421875 Penalty: 2505.379395
	Iteration 24Q: 3 clusters Score -194552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -194555.015625 Penalty: 2505.379395
	Iteration 25Q: 3 clusters Score -194555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -194557.531250 Penalty: 2505.379395
	Iteration 26Q: 3 clusters Score -194557.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -194560.015625 Penalty: 2505.379395
	Iteration 27Q: 3 clusters Score -194560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -194562.796875 Penalty: 2505.379395
	Iteration 28Q: 3 clusters Score -194562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -194564.406250 Penalty: 2505.379395
	Iteration 29Q: 3 clusters Score -194564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -194564.437500 Penalty: 2505.379395
	Iteration 30Q: 3 clusters Score -194564.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -194564.437500 Penalty: 2505.379395
	Iteration 31F: 3 clusters Score -194564.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -205693.125000 Penalty: 1252.178345
	Iteration 0F: 2 clusters Score -205693.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -203517.109375 Penalty: 2504.356689
	Iteration 0F: 3 clusters Score -203517.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -204042.000000 Penalty: 2504.356689
	Iteration 1F: 3 clusters Score -204042 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -204182.437500 Penalty: 2504.356689
	Iteration 2F: 3 clusters Score -204182.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -204273.453125 Penalty: 2504.356689
	Iteration 3F: 3 clusters Score -204273.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -204342.218750 Penalty: 2504.356689
	Iteration 4Q: 3 clusters Score -204342.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -204396.531250 Penalty: 2504.356689
	Iteration 5Q: 3 clusters Score -204396.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -204459.984375 Penalty: 2504.356689
	Iteration 6Q: 3 clusters Score -204460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -204524.312500 Penalty: 2504.356689
	Iteration 7Q: 3 clusters Score -204524.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -204587.875000 Penalty: 2504.356689
	Iteration 8Q: 3 clusters Score -204587.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -204648.781250 Penalty: 2504.356689
	Iteration 9Q: 3 clusters Score -204648.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -204711.531250 Penalty: 2504.356689
	Iteration 10Q: 3 clusters Score -204711.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -204757.687500 Penalty: 2504.356689
	Iteration 11Q: 3 clusters Score -204757.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -204792.718750 Penalty: 2504.356689
	Iteration 12Q: 3 clusters Score -204792.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -204820.687500 Penalty: 2504.356689
	Iteration 13Q: 3 clusters Score -204820.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -204851.562500 Penalty: 2504.356689
	Iteration 14Q: 3 clusters Score -204851.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -204889.906250 Penalty: 2504.356689
	Iteration 15Q: 3 clusters Score -204889.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -204919.984375 Penalty: 2504.356689
	Iteration 16Q: 3 clusters Score -204920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -204950.421875 Penalty: 2504.356689
	Iteration 17Q: 3 clusters Score -204950.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -204983.656250 Penalty: 2504.356689
	Iteration 18Q: 3 clusters Score -204983.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -205007.656250 Penalty: 2504.356689
	Iteration 19Q: 3 clusters Score -205007.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -205027.093750 Penalty: 2504.356689
	Iteration 20F: 3 clusters Score -205027.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -205050.453125 Penalty: 2504.356689
	Iteration 21Q: 3 clusters Score -205050.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -205070.031250 Penalty: 2504.356689
	Iteration 22Q: 3 clusters Score -205070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -205084.578125 Penalty: 2504.356689
	Iteration 23Q: 3 clusters Score -205084.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -205092.000000 Penalty: 2504.356689
	Iteration 24Q: 3 clusters Score -205092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -205101.500000 Penalty: 2504.356689
	Iteration 25Q: 3 clusters Score -205101.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -205111.062500 Penalty: 2504.356689
	Iteration 26Q: 3 clusters Score -205111.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -205118.421875 Penalty: 2504.356689
	Iteration 27Q: 3 clusters Score -205118.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -205125.109375 Penalty: 2504.356689
	Iteration 28Q: 3 clusters Score -205125.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -205132.156250 Penalty: 2504.356689
	Iteration 29Q: 3 clusters Score -205132.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -205135.296875 Penalty: 2504.356689
	Iteration 30Q: 3 clusters Score -205135.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -205137.671875 Penalty: 2504.356689
	Iteration 31Q: 3 clusters Score -205137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -205138.828125 Penalty: 2504.356689
	Iteration 32Q: 3 clusters Score -205138.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -205138.828125 Penalty: 2504.356689
	Iteration 33F: 3 clusters Score -205138.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Entering Unmasked Estep 
Score: -148539.687500 Penalty: 1201.605103
	Iteration 0F: 2 clusters Score -148539.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -146695.875000 Penalty: 2403.210205
	Iteration 0F: 3 clusters Score -146695.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -147082.140625 Penalty: 2403.210205
	Iteration 1F: 3 clusters Score -147082.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -147230.062500 Penalty: 2403.210205
	Iteration 2F: 3 clusters Score -147230.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -147331.843750 Penalty: 2403.210205
	Iteration 3F: 3 clusters Score -147331.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -147438.984375 Penalty: 2403.210205
	Iteration 4F: 3 clusters Score -147439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -147519.640625 Penalty: 2403.210205
	Iteration 5Q: 3 clusters Score -147519.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -147595.781250 Penalty: 2403.210205
	Iteration 6Q: 3 clusters Score -147595.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -147653.265625 Penalty: 2403.210205
	Iteration 7Q: 3 clusters Score -147653.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -147707.921875 Penalty: 2403.210205
	Iteration 8Q: 3 clusters Score -147707.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -147746.125000 Penalty: 2403.210205
	Iteration 9Q: 3 clusters Score -147746.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -147764.250000 Penalty: 2403.210205
	Iteration 10Q: 3 clusters Score -147764.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -147777.046875 Penalty: 2403.210205
	Iteration 11Q: 3 clusters Score -147777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -147783.640625 Penalty: 2403.210205
	Iteration 12Q: 3 clusters Score -147783.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -147787.718750 Penalty: 2403.210205
	Iteration 13Q: 3 clusters Score -147787.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -147787.718750 Penalty: 2403.210205
	Iteration 14F: 3 clusters Score -147787.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -949995.750000 Penalty: 1502.850342
	Iteration 0F: 2 clusters Score -949995.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -942612.937500 Penalty: 3005.700684
	Iteration 0F: 3 clusters Score -942612.9 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -945219.625000 Penalty: 3005.700684
	Iteration 1F: 3 clusters Score -945219.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -945582.312500 Penalty: 3005.700684
	Iteration 2F: 3 clusters Score -945582.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -945893.500000 Penalty: 3005.700684
	Iteration 3F: 3 clusters Score -945893.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -946140.125000 Penalty: 3005.700684
	Iteration 4Q: 3 clusters Score -946140.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -946342.125000 Penalty: 3005.700684
	Iteration 5Q: 3 clusters Score -946342.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -946530.625000 Penalty: 3005.700684
	Iteration 6Q: 3 clusters Score -946530.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -946709.687500 Penalty: 3005.700684
	Iteration 7Q: 3 clusters Score -946709.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -946874.312500 Penalty: 3005.700684
	Iteration 8Q: 3 clusters Score -946874.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -947063.125000 Penalty: 3005.700684
	Iteration 9Q: 3 clusters Score -947063.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -947267.562500 Penalty: 3005.700684
	Iteration 10Q: 3 clusters Score -947267.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -947462.687500 Penalty: 3005.700684
	Iteration 11Q: 3 clusters Score -947462.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -947642.500000 Penalty: 3005.700684
	Iteration 12Q: 3 clusters Score -947642.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -947801.875000 Penalty: 3005.700684
	Iteration 13Q: 3 clusters Score -947801.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -947950.562500 Penalty: 3005.700684
	Iteration 14Q: 3 clusters Score -947950.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -948061.500000 Penalty: 3005.700684
	Iteration 15Q: 3 clusters Score -948061.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -948143.250000 Penalty: 3005.700684
	Iteration 16Q: 3 clusters Score -948143.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -948207.375000 Penalty: 3005.700684
	Iteration 17Q: 3 clusters Score -948207.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -948244.812500 Penalty: 3005.700684
	Iteration 18Q: 3 clusters Score -948244.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -948277.625000 Penalty: 3005.700684
	Iteration 19Q: 3 clusters Score -948277.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -948302.125000 Penalty: 3005.700684
	Iteration 20F: 3 clusters Score -948302.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -948321.062500 Penalty: 3005.700684
	Iteration 21Q: 3 clusters Score -948321.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -948331.937500 Penalty: 3005.700684
	Iteration 22Q: 3 clusters Score -948331.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -948343.937500 Penalty: 3005.700684
	Iteration 23Q: 3 clusters Score -948343.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -948354.500000 Penalty: 3005.700684
	Iteration 24Q: 3 clusters Score -948354.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -948362.312500 Penalty: 3005.700684
	Iteration 25Q: 3 clusters Score -948362.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -948371.875000 Penalty: 3005.700684
	Iteration 26Q: 3 clusters Score -948371.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -948375.437500 Penalty: 3005.700684
	Iteration 27Q: 3 clusters Score -948375.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -948377.937500 Penalty: 3005.700684
	Iteration 28Q: 3 clusters Score -948377.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -948383.562500 Penalty: 3005.700684
	Iteration 29Q: 3 clusters Score -948383.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -948389.562500 Penalty: 3005.700684
	Iteration 30Q: 3 clusters Score -948389.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -948390.937500 Penalty: 3005.700684
	Iteration 31Q: 3 clusters Score -948390.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -948394.437500 Penalty: 3005.700684
	Iteration 32Q: 3 clusters Score -948394.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -948397.687500 Penalty: 3005.700684
	Iteration 33Q: 3 clusters Score -948397.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -948395.187500 Penalty: 3005.700684
	Iteration 34Q: 3 clusters Score -948395.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -948399.062500 Penalty: 3005.700684
	Iteration 35Q: 3 clusters Score -948399.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -948402.625000 Penalty: 3005.700684
	Iteration 36Q: 3 clusters Score -948402.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -948404.687500 Penalty: 3005.700684
	Iteration 37Q: 3 clusters Score -948404.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -948405.437500 Penalty: 3005.700684
	Iteration 38Q: 3 clusters Score -948405.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -948405.312500 Penalty: 3005.700684
	Iteration 39Q: 3 clusters Score -948405.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -948410.625000 Penalty: 3005.700684
	Iteration 40F: 3 clusters Score -948410.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -948417.437500 Penalty: 3005.700684
	Iteration 41Q: 3 clusters Score -948417.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -948417.250000 Penalty: 3005.700684
	Iteration 42Q: 3 clusters Score -948417.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -948420.375000 Penalty: 3005.700684
	Iteration 43Q: 3 clusters Score -948420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -948419.125000 Penalty: 3005.700684
	Iteration 44Q: 3 clusters Score -948419.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -948422.875000 Penalty: 3005.700684
	Iteration 45Q: 3 clusters Score -948422.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -948424.500000 Penalty: 3005.700684
	Iteration 46Q: 3 clusters Score -948424.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -948428.625000 Penalty: 3005.700684
	Iteration 47Q: 3 clusters Score -948428.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -948426.250000 Penalty: 3005.700684
	Iteration 48Q: 3 clusters Score -948426.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -948429.312500 Penalty: 3005.700684
	Iteration 49Q: 3 clusters Score -948429.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -948430.312500 Penalty: 3005.700684
	Iteration 50Q: 3 clusters Score -948430.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -948431.375000 Penalty: 3005.700684
	Iteration 51Q: 3 clusters Score -948431.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -948429.312500 Penalty: 3005.700684
	Iteration 52Q: 3 clusters Score -948429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -948429.500000 Penalty: 3005.700684
	Iteration 53Q: 3 clusters Score -948429.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -948431.812500 Penalty: 3005.700684
	Iteration 54Q: 3 clusters Score -948431.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -948429.875000 Penalty: 3005.700684
	Iteration 55Q: 3 clusters Score -948429.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -948431.375000 Penalty: 3005.700684
	Iteration 56Q: 3 clusters Score -948431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -948431.312500 Penalty: 3005.700684
	Iteration 57Q: 3 clusters Score -948431.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -948433.812500 Penalty: 3005.700684
	Iteration 58Q: 3 clusters Score -948433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -948432.750000 Penalty: 3005.700684
	Iteration 59Q: 3 clusters Score -948432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -948433.500000 Penalty: 3005.700684
	Iteration 60F: 3 clusters Score -948433.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -948434.500000 Penalty: 3005.700684
	Iteration 61Q: 3 clusters Score -948434.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -948434.312500 Penalty: 3005.700684
	Iteration 62Q: 3 clusters Score -948434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -948435.437500 Penalty: 3005.700684
	Iteration 63Q: 3 clusters Score -948435.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -948435.125000 Penalty: 3005.700684
	Iteration 64Q: 3 clusters Score -948435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -948434.312500 Penalty: 3005.700684
	Iteration 65Q: 3 clusters Score -948434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -948435.562500 Penalty: 3005.700684
	Iteration 66Q: 3 clusters Score -948435.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -948437.250000 Penalty: 3005.700684
	Iteration 67Q: 3 clusters Score -948437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -948436.875000 Penalty: 3005.700684
	Iteration 68Q: 3 clusters Score -948436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -948436.875000 Penalty: 3005.700684
	Iteration 69F: 3 clusters Score -948436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Entering Unmasked Estep 
Score: -569934.625000 Penalty: 1422.474121
	Iteration 0F: 2 clusters Score -569934.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -565125.562500 Penalty: 2844.948242
	Iteration 0F: 3 clusters Score -565125.6 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -566452.375000 Penalty: 2844.948242
	Iteration 1F: 3 clusters Score -566452.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -566726.312500 Penalty: 2844.948242
	Iteration 2F: 3 clusters Score -566726.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -566992.500000 Penalty: 2844.948242
	Iteration 3F: 3 clusters Score -566992.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -567240.125000 Penalty: 2844.948242
	Iteration 4F: 3 clusters Score -567240.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -567470.250000 Penalty: 2844.948242
	Iteration 5F: 3 clusters Score -567470.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -567678.250000 Penalty: 2844.948242
	Iteration 6F: 3 clusters Score -567678.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -567862.500000 Penalty: 2844.948242
	Iteration 7Q: 3 clusters Score -567862.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -568002.750000 Penalty: 2844.948242
	Iteration 8Q: 3 clusters Score -568002.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -568096.312500 Penalty: 2844.948242
	Iteration 9Q: 3 clusters Score -568096.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -568180.937500 Penalty: 2844.948242
	Iteration 10Q: 3 clusters Score -568180.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -568271.375000 Penalty: 2844.948242
	Iteration 11Q: 3 clusters Score -568271.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -568328.375000 Penalty: 2844.948242
	Iteration 12Q: 3 clusters Score -568328.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -568377.562500 Penalty: 2844.948242
	Iteration 13Q: 3 clusters Score -568377.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -568414.187500 Penalty: 2844.948242
	Iteration 14Q: 3 clusters Score -568414.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -568439.937500 Penalty: 2844.948242
	Iteration 15Q: 3 clusters Score -568439.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -568460.562500 Penalty: 2844.948242
	Iteration 16Q: 3 clusters Score -568460.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -568476.062500 Penalty: 2844.948242
	Iteration 17Q: 3 clusters Score -568476.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -568492.125000 Penalty: 2844.948242
	Iteration 18Q: 3 clusters Score -568492.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -568510.062500 Penalty: 2844.948242
	Iteration 19Q: 3 clusters Score -568510.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -568527.062500 Penalty: 2844.948242
	Iteration 20F: 3 clusters Score -568527.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -568538.687500 Penalty: 2844.948242
	Iteration 21Q: 3 clusters Score -568538.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -568547.562500 Penalty: 2844.948242
	Iteration 22Q: 3 clusters Score -568547.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -568555.062500 Penalty: 2844.948242
	Iteration 23Q: 3 clusters Score -568555.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -568566.937500 Penalty: 2844.948242
	Iteration 24Q: 3 clusters Score -568566.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -568574.750000 Penalty: 2844.948242
	Iteration 25Q: 3 clusters Score -568574.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -568582.125000 Penalty: 2844.948242
	Iteration 26Q: 3 clusters Score -568582.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -568591.375000 Penalty: 2844.948242
	Iteration 27Q: 3 clusters Score -568591.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -568597.062500 Penalty: 2844.948242
	Iteration 28Q: 3 clusters Score -568597.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -568602.250000 Penalty: 2844.948242
	Iteration 29Q: 3 clusters Score -568602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -568605.375000 Penalty: 2844.948242
	Iteration 30Q: 3 clusters Score -568605.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -568607.312500 Penalty: 2844.948242
	Iteration 31Q: 3 clusters Score -568607.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -568611.625000 Penalty: 2844.948242
	Iteration 32Q: 3 clusters Score -568611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -568615.250000 Penalty: 2844.948242
	Iteration 33Q: 3 clusters Score -568615.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -568621.687500 Penalty: 2844.948242
	Iteration 34Q: 3 clusters Score -568621.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -568625.125000 Penalty: 2844.948242
	Iteration 35Q: 3 clusters Score -568625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -568626.687500 Penalty: 2844.948242
	Iteration 36Q: 3 clusters Score -568626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -568627.375000 Penalty: 2844.948242
	Iteration 37Q: 3 clusters Score -568627.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -568627.062500 Penalty: 2844.948242
	Iteration 38Q: 3 clusters Score -568627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -568628.562500 Penalty: 2844.948242
	Iteration 39Q: 3 clusters Score -568628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -568630.375000 Penalty: 2844.948242
	Iteration 40F: 3 clusters Score -568630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -568631.187500 Penalty: 2844.948242
	Iteration 41Q: 3 clusters Score -568631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -568633.000000 Penalty: 2844.948242
	Iteration 42Q: 3 clusters Score -568633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -568634.250000 Penalty: 2844.948242
	Iteration 43Q: 3 clusters Score -568634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -568636.562500 Penalty: 2844.948242
	Iteration 44Q: 3 clusters Score -568636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -568636.437500 Penalty: 2844.948242
	Iteration 45Q: 3 clusters Score -568636.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -568636.437500 Penalty: 2844.948242
	Iteration 46F: 3 clusters Score -568636.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8515 members 
Mstep: Class 4 contains 214749 members 
Mstep: Class 5 contains 35408 members 
Mstep: Class 6 contains 20166 members 
Mstep: Class 7 contains 10798 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 86918 members 
Mstep: Class 10 contains 9923 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1040 members 
Mstep: Class 14 contains 8587 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2228 members 
Mstep: Class 18 contains 2221 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 10387 members 
Mstep: Class 21 contains 6334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53851944.000000 Penalty: 49689.800781
Iteration 79Q: 24 clusters Score -5.385194e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 8609 members 
Mstep: Class 4 contains 214588 members 
Mstep: Class 5 contains 35529 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 10798 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 86923 members 
Mstep: Class 10 contains 9962 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 11166 members 
Mstep: Class 13 contains 1040 members 
Mstep: Class 14 contains 8583 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2260 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 10474 members 
Mstep: Class 21 contains 6348 members 
Mstep: Class 22 contains 77641 members 
Mstep: Class 23 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852496.000000 Penalty: 49689.800781
Iteration 80F: 24 clusters Score -5.38525e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 9056 members 
Mstep: Class 3 contains 8645 members 
Mstep: Class 4 contains 214394 members 
Mstep: Class 5 contains 35520 members 
Mstep: Class 6 contains 20149 members 
Mstep: Class 7 contains 10786 members 
Mstep: Class 8 contains 1613 members 
Mstep: Class 9 contains 86919 members 
Mstep: Class 10 contains 9999 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 11164 members 
Mstep: Class 13 contains 1040 members 
Mstep: Class 14 contains 8578 members 
Mstep: Class 15 contains 1627 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2249 members 
Mstep: Class 19 contains 1620 members 
Mstep: Class 20 contains 10529 members 
Mstep: Class 21 contains 6359 members 
Mstep: Class 22 contains 77624 members 
Mstep: Class 23 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852676.000000 Penalty: 49689.800781
Iteration 81Q: 24 clusters Score -5.385268e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 9052 members 
Mstep: Class 3 contains 8671 members 
Mstep: Class 4 contains 214180 members 
Mstep: Class 5 contains 35502 members 
Mstep: Class 6 contains 20134 members 
Mstep: Class 7 contains 10780 members 
Mstep: Class 8 contains 1623 members 
Mstep: Class 9 contains 86917 members 
Mstep: Class 10 contains 10037 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 11168 members 
Mstep: Class 13 contains 1040 members 
Mstep: Class 14 contains 8576 members 
Mstep: Class 15 contains 1624 members 
Mstep: Class 16 contains 6348 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2246 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 10632 members 
Mstep: Class 21 contains 6370 members 
Mstep: Class 22 contains 77607 members 
Mstep: Class 23 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852800.000000 Penalty: 49689.800781
Iteration 82Q: 24 clusters Score -5.38528e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 9050 members 
Mstep: Class 3 contains 8684 members 
Mstep: Class 4 contains 213993 members 
Mstep: Class 5 contains 35494 members 
Mstep: Class 6 contains 20126 members 
Mstep: Class 7 contains 10784 members 
Mstep: Class 8 contains 1629 members 
Mstep: Class 9 contains 86915 members 
Mstep: Class 10 contains 10067 members 
Mstep: Class 11 contains 1080 members 
Mstep: Class 12 contains 11173 members 
Mstep: Class 13 contains 1039 members 
Mstep: Class 14 contains 8571 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 10725 members 
Mstep: Class 21 contains 6387 members 
Mstep: Class 22 contains 77597 members 
Mstep: Class 23 contains 993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852820.000000 Penalty: 49689.800781
Iteration 83Q: 24 clusters Score -5.385282e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 9047 members 
Mstep: Class 3 contains 8706 members 
Mstep: Class 4 contains 213801 members 
Mstep: Class 5 contains 35492 members 
Mstep: Class 6 contains 20122 members 
Mstep: Class 7 contains 10787 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86914 members 
Mstep: Class 10 contains 10098 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 12 contains 11175 members 
Mstep: Class 13 contains 1039 members 
Mstep: Class 14 contains 8568 members 
Mstep: Class 15 contains 1624 members 
Mstep: Class 16 contains 6350 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 10820 members 
Mstep: Class 21 contains 6405 members 
Mstep: Class 22 contains 77578 members 
Mstep: Class 23 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852884.000000 Penalty: 49689.800781
Iteration 84Q: 24 clusters Score -5.385288e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8726 members 
Mstep: Class 4 contains 213634 members 
Mstep: Class 5 contains 35492 members 
Mstep: Class 6 contains 20118 members 
Mstep: Class 7 contains 10786 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86921 members 
Mstep: Class 10 contains 10131 members 
Mstep: Class 11 contains 1086 members 
Mstep: Class 12 contains 11177 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8566 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 10917 members 
Mstep: Class 21 contains 6418 members 
Mstep: Class 22 contains 77559 members 
Mstep: Class 23 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853024.000000 Penalty: 49689.800781
Iteration 85Q: 24 clusters Score -5.385302e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 9046 members 
Mstep: Class 3 contains 8736 members 
Mstep: Class 4 contains 213442 members 
Mstep: Class 5 contains 35488 members 
Mstep: Class 6 contains 20111 members 
Mstep: Class 7 contains 10785 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 86922 members 
Mstep: Class 10 contains 10175 members 
Mstep: Class 11 contains 1089 members 
Mstep: Class 12 contains 11175 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8565 members 
Mstep: Class 15 contains 1626 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 11025 members 
Mstep: Class 21 contains 6437 members 
Mstep: Class 22 contains 77552 members 
Mstep: Class 23 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853080.000000 Penalty: 49689.800781
Iteration 86Q: 24 clusters Score -5.385308e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 9042 members 
Mstep: Class 3 contains 8742 members 
Mstep: Class 4 contains 213238 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 20107 members 
Mstep: Class 7 contains 10783 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86925 members 
Mstep: Class 10 contains 10219 members 
Mstep: Class 11 contains 1091 members 
Mstep: Class 12 contains 11174 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8564 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 11130 members 
Mstep: Class 21 contains 6451 members 
Mstep: Class 22 contains 77548 members 
Mstep: Class 23 contains 1009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853148.000000 Penalty: 49689.800781
Iteration 87Q: 24 clusters Score -5.385315e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 9041 members 
Mstep: Class 3 contains 8747 members 
Mstep: Class 4 contains 213040 members 
Mstep: Class 5 contains 35485 members 
Mstep: Class 6 contains 20099 members 
Mstep: Class 7 contains 10787 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86928 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 11174 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8559 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 6355 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 11253 members 
Mstep: Class 21 contains 6460 members 
Mstep: Class 22 contains 77544 members 
Mstep: Class 23 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853120.000000 Penalty: 49689.800781
Iteration 88Q: 24 clusters Score -5.385312e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 9043 members 
Mstep: Class 3 contains 8751 members 
Mstep: Class 4 contains 212861 members 
Mstep: Class 5 contains 35482 members 
Mstep: Class 6 contains 20086 members 
Mstep: Class 7 contains 10793 members 
Mstep: Class 8 contains 1632 members 
Mstep: Class 9 contains 86931 members 
Mstep: Class 10 contains 10302 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 11176 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8556 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 11374 members 
Mstep: Class 21 contains 6476 members 
Mstep: Class 22 contains 77542 members 
Mstep: Class 23 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853160.000000 Penalty: 49689.800781
Iteration 89Q: 24 clusters Score -5.385316e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 9043 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 212677 members 
Mstep: Class 5 contains 35478 members 
Mstep: Class 6 contains 20073 members 
Mstep: Class 7 contains 10786 members 
Mstep: Class 8 contains 1632 members 
Mstep: Class 9 contains 86936 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 11177 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8552 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 11496 members 
Mstep: Class 21 contains 6492 members 
Mstep: Class 22 contains 77543 members 
Mstep: Class 23 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853100.000000 Penalty: 49689.800781
Iteration 90Q: 24 clusters Score -5.38531e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 9042 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 212514 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20063 members 
Mstep: Class 7 contains 10784 members 
Mstep: Class 8 contains 1632 members 
Mstep: Class 9 contains 86941 members 
Mstep: Class 10 contains 10379 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 11178 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8551 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 11603 members 
Mstep: Class 21 contains 6500 members 
Mstep: Class 22 contains 77540 members 
Mstep: Class 23 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853164.000000 Penalty: 49689.800781
Iteration 91Q: 24 clusters Score -5.385316e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 9041 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 212364 members 
Mstep: Class 5 contains 35473 members 
Mstep: Class 6 contains 20057 members 
Mstep: Class 7 contains 10783 members 
Mstep: Class 8 contains 1632 members 
Mstep: Class 9 contains 86943 members 
Mstep: Class 10 contains 10402 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 11181 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8551 members 
Mstep: Class 15 contains 1618 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 11710 members 
Mstep: Class 21 contains 6508 members 
Mstep: Class 22 contains 77540 members 
Mstep: Class 23 contains 1019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853124.000000 Penalty: 49689.800781
Iteration 92Q: 24 clusters Score -5.385312e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 9041 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 212191 members 
Mstep: Class 5 contains 35470 members 
Mstep: Class 6 contains 20051 members 
Mstep: Class 7 contains 10783 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86948 members 
Mstep: Class 10 contains 10434 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8551 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 11805 members 
Mstep: Class 21 contains 6522 members 
Mstep: Class 22 contains 77541 members 
Mstep: Class 23 contains 1021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853272.000000 Penalty: 49689.800781
Iteration 93Q: 24 clusters Score -5.385327e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 9040 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 212018 members 
Mstep: Class 5 contains 35469 members 
Mstep: Class 6 contains 20053 members 
Mstep: Class 7 contains 10789 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86947 members 
Mstep: Class 10 contains 10462 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8550 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 11906 members 
Mstep: Class 21 contains 6535 members 
Mstep: Class 22 contains 77540 members 
Mstep: Class 23 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853284.000000 Penalty: 49689.800781
Iteration 94Q: 24 clusters Score -5.385328e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 211854 members 
Mstep: Class 5 contains 35468 members 
Mstep: Class 6 contains 20057 members 
Mstep: Class 7 contains 10794 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86948 members 
Mstep: Class 10 contains 10488 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8549 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 12003 members 
Mstep: Class 21 contains 6543 members 
Mstep: Class 22 contains 77540 members 
Mstep: Class 23 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853288.000000 Penalty: 49689.800781
Iteration 95Q: 24 clusters Score -5.385329e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 9040 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 211703 members 
Mstep: Class 5 contains 35466 members 
Mstep: Class 6 contains 20053 members 
Mstep: Class 7 contains 10798 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86950 members 
Mstep: Class 10 contains 10521 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8546 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 12103 members 
Mstep: Class 21 contains 6553 members 
Mstep: Class 22 contains 77539 members 
Mstep: Class 23 contains 1028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853276.000000 Penalty: 49689.800781
Iteration 96Q: 24 clusters Score -5.385328e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 9040 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 211564 members 
Mstep: Class 5 contains 35468 members 
Mstep: Class 6 contains 20043 members 
Mstep: Class 7 contains 10798 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86949 members 
Mstep: Class 10 contains 10547 members 
Mstep: Class 11 contains 1091 members 
Mstep: Class 12 contains 11193 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8546 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 12213 members 
Mstep: Class 21 contains 6566 members 
Mstep: Class 22 contains 77537 members 
Mstep: Class 23 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853280.000000 Penalty: 49689.800781
Iteration 97Q: 24 clusters Score -5.385328e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 9042 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 211444 members 
Mstep: Class 5 contains 35471 members 
Mstep: Class 6 contains 20035 members 
Mstep: Class 7 contains 10802 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86945 members 
Mstep: Class 10 contains 10569 members 
Mstep: Class 11 contains 1091 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8546 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 12299 members 
Mstep: Class 21 contains 6581 members 
Mstep: Class 22 contains 77535 members 
Mstep: Class 23 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853388.000000 Penalty: 49689.800781
Iteration 98Q: 24 clusters Score -5.385339e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 9043 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 211331 members 
Mstep: Class 5 contains 35471 members 
Mstep: Class 6 contains 20031 members 
Mstep: Class 7 contains 10801 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86946 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 1090 members 
Mstep: Class 12 contains 11195 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8546 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 12376 members 
Mstep: Class 21 contains 6595 members 
Mstep: Class 22 contains 77535 members 
Mstep: Class 23 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853480.000000 Penalty: 49689.800781
Iteration 99Q: 24 clusters Score -5.385348e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 211237 members 
Mstep: Class 5 contains 35466 members 
Mstep: Class 6 contains 20028 members 
Mstep: Class 7 contains 10806 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86945 members 
Mstep: Class 10 contains 10621 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8546 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 12449 members 
Mstep: Class 21 contains 6601 members 
Mstep: Class 22 contains 77534 members 
Mstep: Class 23 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853496.000000 Penalty: 49689.800781
Iteration 100F: 24 clusters Score -5.38535e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 9044 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 211123 members 
Mstep: Class 5 contains 35461 members 
Mstep: Class 6 contains 20031 members 
Mstep: Class 7 contains 10811 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86947 members 
Mstep: Class 10 contains 10650 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8544 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 12526 members 
Mstep: Class 21 contains 6608 members 
Mstep: Class 22 contains 77534 members 
Mstep: Class 23 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853512.000000 Penalty: 49689.800781
Iteration 101Q: 24 clusters Score -5.385351e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 9044 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 210998 members 
Mstep: Class 5 contains 35458 members 
Mstep: Class 6 contains 20036 members 
Mstep: Class 7 contains 10816 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86945 members 
Mstep: Class 10 contains 10685 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8543 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 12602 members 
Mstep: Class 21 contains 6612 members 
Mstep: Class 22 contains 77533 members 
Mstep: Class 23 contains 1043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853448.000000 Penalty: 49689.800781
Iteration 102Q: 24 clusters Score -5.385345e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 9043 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 210871 members 
Mstep: Class 5 contains 35455 members 
Mstep: Class 6 contains 20038 members 
Mstep: Class 7 contains 10819 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86945 members 
Mstep: Class 10 contains 10703 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8543 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6355 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 12675 members 
Mstep: Class 21 contains 6619 members 
Mstep: Class 22 contains 77533 members 
Mstep: Class 23 contains 1043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853516.000000 Penalty: 49689.800781
Iteration 103Q: 24 clusters Score -5.385352e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 9044 members 
Mstep: Class 3 contains 8760 members 
Mstep: Class 4 contains 210738 members 
Mstep: Class 5 contains 35456 members 
Mstep: Class 6 contains 20039 members 
Mstep: Class 7 contains 10819 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86943 members 
Mstep: Class 10 contains 10727 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8544 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 6625 members 
Mstep: Class 22 contains 77534 members 
Mstep: Class 23 contains 1043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853484.000000 Penalty: 49689.800781
Iteration 104Q: 24 clusters Score -5.385348e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 210614 members 
Mstep: Class 5 contains 35457 members 
Mstep: Class 6 contains 20040 members 
Mstep: Class 7 contains 10823 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86940 members 
Mstep: Class 10 contains 10745 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8544 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 6631 members 
Mstep: Class 22 contains 77532 members 
Mstep: Class 23 contains 1043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853580.000000 Penalty: 49689.800781
Iteration 105Q: 24 clusters Score -5.385358e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 210500 members 
Mstep: Class 5 contains 35458 members 
Mstep: Class 6 contains 20042 members 
Mstep: Class 7 contains 10827 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86941 members 
Mstep: Class 10 contains 10761 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8544 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 12901 members 
Mstep: Class 21 contains 6631 members 
Mstep: Class 22 contains 77531 members 
Mstep: Class 23 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853536.000000 Penalty: 49689.800781
Iteration 106Q: 24 clusters Score -5.385354e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 9044 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 210410 members 
Mstep: Class 5 contains 35458 members 
Mstep: Class 6 contains 20044 members 
Mstep: Class 7 contains 10827 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86941 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8543 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 12956 members 
Mstep: Class 21 contains 6637 members 
Mstep: Class 22 contains 77531 members 
Mstep: Class 23 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853584.000000 Penalty: 49689.800781
Iteration 107Q: 24 clusters Score -5.385358e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 9044 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 210320 members 
Mstep: Class 5 contains 35458 members 
Mstep: Class 6 contains 20043 members 
Mstep: Class 7 contains 10827 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86944 members 
Mstep: Class 10 contains 10785 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8543 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13013 members 
Mstep: Class 21 contains 6643 members 
Mstep: Class 22 contains 77531 members 
Mstep: Class 23 contains 1045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853576.000000 Penalty: 49689.800781
Iteration 108Q: 24 clusters Score -5.385358e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 9044 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 210234 members 
Mstep: Class 5 contains 35458 members 
Mstep: Class 6 contains 20040 members 
Mstep: Class 7 contains 10827 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86945 members 
Mstep: Class 10 contains 10795 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8543 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13078 members 
Mstep: Class 21 contains 6652 members 
Mstep: Class 22 contains 77532 members 
Mstep: Class 23 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853648.000000 Penalty: 49689.800781
Iteration 109Q: 24 clusters Score -5.385365e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8762 members 
Mstep: Class 4 contains 210147 members 
Mstep: Class 5 contains 35458 members 
Mstep: Class 6 contains 20041 members 
Mstep: Class 7 contains 10830 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86946 members 
Mstep: Class 10 contains 10803 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13144 members 
Mstep: Class 21 contains 6658 members 
Mstep: Class 22 contains 77532 members 
Mstep: Class 23 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853692.000000 Penalty: 49689.800781
Iteration 110Q: 24 clusters Score -5.385369e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 210081 members 
Mstep: Class 5 contains 35459 members 
Mstep: Class 6 contains 20039 members 
Mstep: Class 7 contains 10834 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86944 members 
Mstep: Class 10 contains 10806 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13205 members 
Mstep: Class 21 contains 6666 members 
Mstep: Class 22 contains 77532 members 
Mstep: Class 23 contains 1045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853680.000000 Penalty: 49689.800781
Iteration 111Q: 24 clusters Score -5.385368e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 9046 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 210003 members 
Mstep: Class 5 contains 35460 members 
Mstep: Class 6 contains 20043 members 
Mstep: Class 7 contains 10835 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86945 members 
Mstep: Class 10 contains 10809 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13264 members 
Mstep: Class 21 contains 6670 members 
Mstep: Class 22 contains 77531 members 
Mstep: Class 23 contains 1045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853720.000000 Penalty: 49689.800781
Iteration 112Q: 24 clusters Score -5.385372e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 209925 members 
Mstep: Class 5 contains 35461 members 
Mstep: Class 6 contains 20042 members 
Mstep: Class 7 contains 10836 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86948 members 
Mstep: Class 10 contains 10818 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 11183 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 8543 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13324 members 
Mstep: Class 21 contains 6674 members 
Mstep: Class 22 contains 77530 members 
Mstep: Class 23 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853728.000000 Penalty: 49689.800781
Iteration 113Q: 24 clusters Score -5.385373e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 209842 members 
Mstep: Class 5 contains 35458 members 
Mstep: Class 6 contains 20041 members 
Mstep: Class 7 contains 10837 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86948 members 
Mstep: Class 10 contains 10832 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 8543 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13380 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 77530 members 
Mstep: Class 23 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853736.000000 Penalty: 49689.800781
Iteration 114Q: 24 clusters Score -5.385374e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 209767 members 
Mstep: Class 5 contains 35459 members 
Mstep: Class 6 contains 20042 members 
Mstep: Class 7 contains 10838 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86949 members 
Mstep: Class 10 contains 10843 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 8543 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6355 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2228 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13433 members 
Mstep: Class 21 contains 6692 members 
Mstep: Class 22 contains 77530 members 
Mstep: Class 23 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853708.000000 Penalty: 49689.800781
Iteration 115Q: 24 clusters Score -5.385371e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 209697 members 
Mstep: Class 5 contains 35459 members 
Mstep: Class 6 contains 20044 members 
Mstep: Class 7 contains 10840 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86948 members 
Mstep: Class 10 contains 10850 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 11183 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 8541 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13493 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 77529 members 
Mstep: Class 23 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853668.000000 Penalty: 49689.800781
Iteration 116Q: 24 clusters Score -5.385367e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 209623 members 
Mstep: Class 5 contains 35457 members 
Mstep: Class 6 contains 20047 members 
Mstep: Class 7 contains 10841 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86948 members 
Mstep: Class 10 contains 10859 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8540 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6355 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13544 members 
Mstep: Class 21 contains 6707 members 
Mstep: Class 22 contains 77529 members 
Mstep: Class 23 contains 1051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853692.000000 Penalty: 49689.800781
Iteration 117Q: 24 clusters Score -5.385369e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 209552 members 
Mstep: Class 5 contains 35458 members 
Mstep: Class 6 contains 20049 members 
Mstep: Class 7 contains 10842 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86949 members 
Mstep: Class 10 contains 10867 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8540 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6355 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13596 members 
Mstep: Class 21 contains 6712 members 
Mstep: Class 22 contains 77529 members 
Mstep: Class 23 contains 1052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853724.000000 Penalty: 49689.800781
Iteration 118Q: 24 clusters Score -5.385372e+07 nChanged 118
Entering ConstructFrom: 
Score: -53853724.000000 Penalty: 49689.800781
Entering ConstructFrom: 
Trying to split cluster 1 (66223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Entering Unmasked Estep 
Score: -6022680.500000 Penalty: 1803.877319
	Iteration 0F: 2 clusters Score -6022680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -5978266.500000 Penalty: 3607.754639
	Iteration 0F: 3 clusters Score -5978266 nChanged 31560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -5996389.000000 Penalty: 3607.754639
	Iteration 1F: 3 clusters Score -5996389 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -5997433.500000 Penalty: 3607.754639
	Iteration 2Q: 3 clusters Score -5997434 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -5998890.000000 Penalty: 3607.754639
	Iteration 3Q: 3 clusters Score -5998890 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -6001072.500000 Penalty: 3607.754639
	Iteration 4F: 3 clusters Score -6001072 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -6004016.000000 Penalty: 3607.754639
	Iteration 5F: 3 clusters Score -6004016 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -6007755.500000 Penalty: 3607.754639
	Iteration 6F: 3 clusters Score -6007756 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -6011425.500000 Penalty: 3607.754639
	Iteration 7F: 3 clusters Score -6011426 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -6013767.000000 Penalty: 3607.754639
	Iteration 8F: 3 clusters Score -6013767 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -6014997.500000 Penalty: 3607.754639
	Iteration 9Q: 3 clusters Score -6014998 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -6015608.000000 Penalty: 3607.754639
	Iteration 10Q: 3 clusters Score -6015608 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -6015984.500000 Penalty: 3607.754639
	Iteration 11Q: 3 clusters Score -6015984 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -6016190.500000 Penalty: 3607.754639
	Iteration 12Q: 3 clusters Score -6016190 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -6016430.500000 Penalty: 3607.754639
	Iteration 13Q: 3 clusters Score -6016430 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -6016618.000000 Penalty: 3607.754639
	Iteration 14Q: 3 clusters Score -6016618 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -6016789.000000 Penalty: 3607.754639
	Iteration 15Q: 3 clusters Score -6016789 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -6016903.500000 Penalty: 3607.754639
	Iteration 16Q: 3 clusters Score -6016904 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -6016991.500000 Penalty: 3607.754639
	Iteration 17Q: 3 clusters Score -6016992 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -6017109.500000 Penalty: 3607.754639
	Iteration 18Q: 3 clusters Score -6017110 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -6017222.000000 Penalty: 3607.754639
	Iteration 19Q: 3 clusters Score -6017222 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -6017313.000000 Penalty: 3607.754639
	Iteration 20F: 3 clusters Score -6017313 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -6017419.000000 Penalty: 3607.754639
	Iteration 21Q: 3 clusters Score -6017419 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -6017516.500000 Penalty: 3607.754639
	Iteration 22Q: 3 clusters Score -6017516 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -6017608.500000 Penalty: 3607.754639
	Iteration 23Q: 3 clusters Score -6017608 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -6017730.000000 Penalty: 3607.754639
	Iteration 24Q: 3 clusters Score -6017730 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -6017818.000000 Penalty: 3607.754639
	Iteration 25Q: 3 clusters Score -6017818 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -6017937.000000 Penalty: 3607.754639
	Iteration 26Q: 3 clusters Score -6017937 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -6018045.500000 Penalty: 3607.754639
	Iteration 27Q: 3 clusters Score -6018046 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -6018102.000000 Penalty: 3607.754639
	Iteration 28Q: 3 clusters Score -6018102 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -6018167.500000 Penalty: 3607.754639
	Iteration 29Q: 3 clusters Score -6018168 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -6018267.000000 Penalty: 3607.754639
	Iteration 30Q: 3 clusters Score -6018267 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -6018351.500000 Penalty: 3607.754639
	Iteration 31Q: 3 clusters Score -6018352 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -6018398.500000 Penalty: 3607.754639
	Iteration 32Q: 3 clusters Score -6018398 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -6018463.500000 Penalty: 3607.754639
	Iteration 33Q: 3 clusters Score -6018464 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -6018535.000000 Penalty: 3607.754639
	Iteration 34Q: 3 clusters Score -6018535 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -6018621.000000 Penalty: 3607.754639
	Iteration 35Q: 3 clusters Score -6018621 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -6018708.000000 Penalty: 3607.754639
	Iteration 36Q: 3 clusters Score -6018708 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -6018762.000000 Penalty: 3607.754639
	Iteration 37Q: 3 clusters Score -6018762 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -6018833.500000 Penalty: 3607.754639
	Iteration 38Q: 3 clusters Score -6018834 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -6018915.500000 Penalty: 3607.754639
	Iteration 39Q: 3 clusters Score -6018916 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -6018965.000000 Penalty: 3607.754639
	Iteration 40F: 3 clusters Score -6018965 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -6018987.500000 Penalty: 3607.754639
	Iteration 41Q: 3 clusters Score -6018988 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -6019064.500000 Penalty: 3607.754639
	Iteration 42Q: 3 clusters Score -6019064 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -6019113.500000 Penalty: 3607.754639
	Iteration 43Q: 3 clusters Score -6019114 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -6019169.000000 Penalty: 3607.754639
	Iteration 44Q: 3 clusters Score -6019169 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -6019193.000000 Penalty: 3607.754639
	Iteration 45Q: 3 clusters Score -6019193 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -6019257.500000 Penalty: 3607.754639
	Iteration 46Q: 3 clusters Score -6019258 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -6019316.000000 Penalty: 3607.754639
	Iteration 47Q: 3 clusters Score -6019316 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -6019359.500000 Penalty: 3607.754639
	Iteration 48Q: 3 clusters Score -6019360 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -6019423.000000 Penalty: 3607.754639
	Iteration 49Q: 3 clusters Score -6019423 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -6019481.000000 Penalty: 3607.754639
	Iteration 50Q: 3 clusters Score -6019481 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -6019549.000000 Penalty: 3607.754639
	Iteration 51Q: 3 clusters Score -6019549 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -6019614.000000 Penalty: 3607.754639
	Iteration 52Q: 3 clusters Score -6019614 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -6019651.500000 Penalty: 3607.754639
	Iteration 53Q: 3 clusters Score -6019652 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -6019721.000000 Penalty: 3607.754639
	Iteration 54Q: 3 clusters Score -6019721 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -6019790.500000 Penalty: 3607.754639
	Iteration 55Q: 3 clusters Score -6019790 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -6019873.000000 Penalty: 3607.754639
	Iteration 56Q: 3 clusters Score -6019873 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -6019974.000000 Penalty: 3607.754639
	Iteration 57Q: 3 clusters Score -6019974 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -6020043.500000 Penalty: 3607.754639
	Iteration 58Q: 3 clusters Score -6020044 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -6020144.500000 Penalty: 3607.754639
	Iteration 59Q: 3 clusters Score -6020144 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -6020209.500000 Penalty: 3607.754639
	Iteration 60F: 3 clusters Score -6020210 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -6020312.500000 Penalty: 3607.754639
	Iteration 61Q: 3 clusters Score -6020312 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -6020420.500000 Penalty: 3607.754639
	Iteration 62Q: 3 clusters Score -6020420 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -6020494.000000 Penalty: 3607.754639
	Iteration 63Q: 3 clusters Score -6020494 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -6020553.000000 Penalty: 3607.754639
	Iteration 64Q: 3 clusters Score -6020553 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -6020628.000000 Penalty: 3607.754639
	Iteration 65Q: 3 clusters Score -6020628 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -6020714.500000 Penalty: 3607.754639
	Iteration 66Q: 3 clusters Score -6020714 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -6020825.000000 Penalty: 3607.754639
	Iteration 67Q: 3 clusters Score -6020825 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -6020902.500000 Penalty: 3607.754639
	Iteration 68Q: 3 clusters Score -6020902 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -6020947.500000 Penalty: 3607.754639
	Iteration 69Q: 3 clusters Score -6020948 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -6021009.500000 Penalty: 3607.754639
	Iteration 70Q: 3 clusters Score -6021010 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -6021064.000000 Penalty: 3607.754639
	Iteration 71Q: 3 clusters Score -6021064 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 63889 members 
Entering Unmasked Estep 
Score: -6021098.000000 Penalty: 3607.754639
	Iteration 72Q: 3 clusters Score -6021098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -6021146.000000 Penalty: 3607.754639
	Iteration 73Q: 3 clusters Score -6021146 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -6021183.500000 Penalty: 3607.754639
	Iteration 74Q: 3 clusters Score -6021184 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -6021206.000000 Penalty: 3607.754639
	Iteration 75Q: 3 clusters Score -6021206 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -6021215.000000 Penalty: 3607.754639
	Iteration 76Q: 3 clusters Score -6021215 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -6021250.500000 Penalty: 3607.754639
	Iteration 77Q: 3 clusters Score -6021250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -6021275.500000 Penalty: 3607.754639
	Iteration 78Q: 3 clusters Score -6021276 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -6021277.000000 Penalty: 3607.754639
	Iteration 79Q: 3 clusters Score -6021277 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -6021300.000000 Penalty: 3607.754639
	Iteration 80F: 3 clusters Score -6021300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -6021309.500000 Penalty: 3607.754639
	Iteration 81Q: 3 clusters Score -6021310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -6021323.000000 Penalty: 3607.754639
	Iteration 82Q: 3 clusters Score -6021323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -6021327.000000 Penalty: 3607.754639
	Iteration 83Q: 3 clusters Score -6021327 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -6021344.000000 Penalty: 3607.754639
	Iteration 84Q: 3 clusters Score -6021344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -6021345.500000 Penalty: 3607.754639
	Iteration 85Q: 3 clusters Score -6021346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -6021372.000000 Penalty: 3607.754639
	Iteration 86Q: 3 clusters Score -6021372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -6021386.000000 Penalty: 3607.754639
	Iteration 87Q: 3 clusters Score -6021386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -6021407.500000 Penalty: 3607.754639
	Iteration 88Q: 3 clusters Score -6021408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -6021417.500000 Penalty: 3607.754639
	Iteration 89Q: 3 clusters Score -6021418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -6021426.500000 Penalty: 3607.754639
	Iteration 90Q: 3 clusters Score -6021426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -6021426.500000 Penalty: 3607.754639
	Iteration 91Q: 3 clusters Score -6021426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -6021434.500000 Penalty: 3607.754639
	Iteration 92Q: 3 clusters Score -6021434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -6021447.500000 Penalty: 3607.754639
	Iteration 93Q: 3 clusters Score -6021448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -6021467.000000 Penalty: 3607.754639
	Iteration 94Q: 3 clusters Score -6021467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -6021475.500000 Penalty: 3607.754639
	Iteration 95Q: 3 clusters Score -6021476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -6021476.000000 Penalty: 3607.754639
	Iteration 96Q: 3 clusters Score -6021476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -6021499.000000 Penalty: 3607.754639
	Iteration 97Q: 3 clusters Score -6021499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -6021508.000000 Penalty: 3607.754639
	Iteration 98Q: 3 clusters Score -6021508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -6021514.000000 Penalty: 3607.754639
	Iteration 99Q: 3 clusters Score -6021514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -6021526.500000 Penalty: 3607.754639
	Iteration 100F: 3 clusters Score -6021526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -6021539.500000 Penalty: 3607.754639
	Iteration 101Q: 3 clusters Score -6021540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -6021540.500000 Penalty: 3607.754639
	Iteration 102Q: 3 clusters Score -6021540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -6021532.500000 Penalty: 3607.754639
	Iteration 103Q: 3 clusters Score -6021532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -6021544.500000 Penalty: 3607.754639
	Iteration 104Q: 3 clusters Score -6021544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -6021550.000000 Penalty: 3607.754639
	Iteration 105Q: 3 clusters Score -6021550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 65299 members 
Entering Unmasked Estep 
Score: -6021563.000000 Penalty: 3607.754639
	Iteration 106Q: 3 clusters Score -6021563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -6021563.500000 Penalty: 3607.754639
	Iteration 107Q: 3 clusters Score -6021564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -6021564.500000 Penalty: 3607.754639
	Iteration 108Q: 3 clusters Score -6021564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -6021568.500000 Penalty: 3607.754639
	Iteration 109Q: 3 clusters Score -6021568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -6021571.000000 Penalty: 3607.754639
	Iteration 110Q: 3 clusters Score -6021571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -6021585.000000 Penalty: 3607.754639
	Iteration 111Q: 3 clusters Score -6021585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -6021590.000000 Penalty: 3607.754639
	Iteration 112Q: 3 clusters Score -6021590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -6021598.500000 Penalty: 3607.754639
	Iteration 113Q: 3 clusters Score -6021598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -6021606.000000 Penalty: 3607.754639
	Iteration 114Q: 3 clusters Score -6021606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -6021606.500000 Penalty: 3607.754639
	Iteration 115Q: 3 clusters Score -6021606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -6021600.000000 Penalty: 3607.754639
	Iteration 116Q: 3 clusters Score -6021600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -6021602.500000 Penalty: 3607.754639
	Iteration 117Q: 3 clusters Score -6021602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -6021604.500000 Penalty: 3607.754639
	Iteration 118Q: 3 clusters Score -6021604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -6021611.000000 Penalty: 3607.754639
	Iteration 119Q: 3 clusters Score -6021611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -6021610.000000 Penalty: 3607.754639
	Iteration 120F: 3 clusters Score -6021610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -6021610.500000 Penalty: 3607.754639
	Iteration 121Q: 3 clusters Score -6021610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -6021612.500000 Penalty: 3607.754639
	Iteration 122Q: 3 clusters Score -6021612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -6021617.000000 Penalty: 3607.754639
	Iteration 123Q: 3 clusters Score -6021617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -6021612.000000 Penalty: 3607.754639
	Iteration 124Q: 3 clusters Score -6021612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -6021612.000000 Penalty: 3607.754639
	Iteration 125F: 3 clusters Score -6021612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Entering Unmasked Estep 
Score: -844138.375000 Penalty: 1480.369629
	Iteration 0F: 2 clusters Score -844138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -837518.250000 Penalty: 2960.739258
	Iteration 0F: 3 clusters Score -837518.2 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -839638.437500 Penalty: 2960.739258
	Iteration 1F: 3 clusters Score -839638.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -839846.062500 Penalty: 2960.739258
	Iteration 2F: 3 clusters Score -839846.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -839969.500000 Penalty: 2960.739258
	Iteration 3Q: 3 clusters Score -839969.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -840050.500000 Penalty: 2960.739258
	Iteration 4Q: 3 clusters Score -840050.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -840130.312500 Penalty: 2960.739258
	Iteration 5Q: 3 clusters Score -840130.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -840211.187500 Penalty: 2960.739258
	Iteration 6Q: 3 clusters Score -840211.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -840282.312500 Penalty: 2960.739258
	Iteration 7Q: 3 clusters Score -840282.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -840344.937500 Penalty: 2960.739258
	Iteration 8Q: 3 clusters Score -840344.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -840425.937500 Penalty: 2960.739258
	Iteration 9Q: 3 clusters Score -840425.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -840512.437500 Penalty: 2960.739258
	Iteration 10Q: 3 clusters Score -840512.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -840605.375000 Penalty: 2960.739258
	Iteration 11Q: 3 clusters Score -840605.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -840701.375000 Penalty: 2960.739258
	Iteration 12Q: 3 clusters Score -840701.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -840820.187500 Penalty: 2960.739258
	Iteration 13Q: 3 clusters Score -840820.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -840944.312500 Penalty: 2960.739258
	Iteration 14Q: 3 clusters Score -840944.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -841109.562500 Penalty: 2960.739258
	Iteration 15Q: 3 clusters Score -841109.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -841316.312500 Penalty: 2960.739258
	Iteration 16Q: 3 clusters Score -841316.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -841560.562500 Penalty: 2960.739258
	Iteration 17Q: 3 clusters Score -841560.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -841803.250000 Penalty: 2960.739258
	Iteration 18Q: 3 clusters Score -841803.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -842049.937500 Penalty: 2960.739258
	Iteration 19Q: 3 clusters Score -842049.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -842268.687500 Penalty: 2960.739258
	Iteration 20F: 3 clusters Score -842268.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -842441.625000 Penalty: 2960.739258
	Iteration 21Q: 3 clusters Score -842441.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -842568.562500 Penalty: 2960.739258
	Iteration 22Q: 3 clusters Score -842568.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -842671.750000 Penalty: 2960.739258
	Iteration 23Q: 3 clusters Score -842671.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -842720.625000 Penalty: 2960.739258
	Iteration 24Q: 3 clusters Score -842720.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -842764.750000 Penalty: 2960.739258
	Iteration 25Q: 3 clusters Score -842764.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -842796.125000 Penalty: 2960.739258
	Iteration 26Q: 3 clusters Score -842796.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -842822.500000 Penalty: 2960.739258
	Iteration 27Q: 3 clusters Score -842822.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -842837.875000 Penalty: 2960.739258
	Iteration 28Q: 3 clusters Score -842837.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -842843.937500 Penalty: 2960.739258
	Iteration 29Q: 3 clusters Score -842843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -842847.187500 Penalty: 2960.739258
	Iteration 30Q: 3 clusters Score -842847.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -842856.875000 Penalty: 2960.739258
	Iteration 31Q: 3 clusters Score -842856.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -842863.187500 Penalty: 2960.739258
	Iteration 32Q: 3 clusters Score -842863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -842871.125000 Penalty: 2960.739258
	Iteration 33Q: 3 clusters Score -842871.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -842878.312500 Penalty: 2960.739258
	Iteration 34Q: 3 clusters Score -842878.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -842882.750000 Penalty: 2960.739258
	Iteration 35Q: 3 clusters Score -842882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -842888.000000 Penalty: 2960.739258
	Iteration 36Q: 3 clusters Score -842888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -842892.250000 Penalty: 2960.739258
	Iteration 37Q: 3 clusters Score -842892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -842892.125000 Penalty: 2960.739258
	Iteration 38Q: 3 clusters Score -842892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -842894.187500 Penalty: 2960.739258
	Iteration 39Q: 3 clusters Score -842894.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -842894.187500 Penalty: 2960.739258
	Iteration 40F: 3 clusters Score -842894.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -861021.437500 Penalty: 1475.148560
	Iteration 0F: 2 clusters Score -861021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -854749.437500 Penalty: 2950.297119
	Iteration 0F: 3 clusters Score -854749.4 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -856655.750000 Penalty: 2950.297119
	Iteration 1F: 3 clusters Score -856655.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -856836.750000 Penalty: 2950.297119
	Iteration 2F: 3 clusters Score -856836.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -856959.500000 Penalty: 2950.297119
	Iteration 3Q: 3 clusters Score -856959.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -857053.125000 Penalty: 2950.297119
	Iteration 4Q: 3 clusters Score -857053.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -857143.375000 Penalty: 2950.297119
	Iteration 5Q: 3 clusters Score -857143.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -857215.437500 Penalty: 2950.297119
	Iteration 6Q: 3 clusters Score -857215.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -857274.562500 Penalty: 2950.297119
	Iteration 7Q: 3 clusters Score -857274.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -857324.250000 Penalty: 2950.297119
	Iteration 8Q: 3 clusters Score -857324.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -857371.000000 Penalty: 2950.297119
	Iteration 9Q: 3 clusters Score -857371 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -857418.000000 Penalty: 2950.297119
	Iteration 10Q: 3 clusters Score -857418 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -857466.750000 Penalty: 2950.297119
	Iteration 11Q: 3 clusters Score -857466.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -857518.125000 Penalty: 2950.297119
	Iteration 12Q: 3 clusters Score -857518.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -857574.437500 Penalty: 2950.297119
	Iteration 13Q: 3 clusters Score -857574.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -857630.312500 Penalty: 2950.297119
	Iteration 14Q: 3 clusters Score -857630.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -857717.187500 Penalty: 2950.297119
	Iteration 15Q: 3 clusters Score -857717.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -857837.687500 Penalty: 2950.297119
	Iteration 16Q: 3 clusters Score -857837.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -858017.062500 Penalty: 2950.297119
	Iteration 17Q: 3 clusters Score -858017.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -858232.750000 Penalty: 2950.297119
	Iteration 18Q: 3 clusters Score -858232.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -858548.000000 Penalty: 2950.297119
	Iteration 19Q: 3 clusters Score -858548 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -858908.687500 Penalty: 2950.297119
	Iteration 20F: 3 clusters Score -858908.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -859265.937500 Penalty: 2950.297119
	Iteration 21F: 3 clusters Score -859265.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -859601.500000 Penalty: 2950.297119
	Iteration 22F: 3 clusters Score -859601.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -859964.062500 Penalty: 2950.297119
	Iteration 23F: 3 clusters Score -859964.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -860327.937500 Penalty: 2950.297119
	Iteration 24F: 3 clusters Score -860327.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -860685.312500 Penalty: 2950.297119
	Iteration 25Q: 3 clusters Score -860685.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -861011.062500 Penalty: 2950.297119
	Iteration 26Q: 3 clusters Score -861011.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -861275.187500 Penalty: 2950.297119
	Iteration 27Q: 3 clusters Score -861275.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -861464.937500 Penalty: 2950.297119
	Iteration 28Q: 3 clusters Score -861464.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -861573.250000 Penalty: 2950.297119
	Iteration 29Q: 3 clusters Score -861573.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -861627.125000 Penalty: 2950.297119
	Iteration 30Q: 3 clusters Score -861627.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -861649.562500 Penalty: 2950.297119
	Iteration 31Q: 3 clusters Score -861649.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -861659.187500 Penalty: 2950.297119
	Iteration 32Q: 3 clusters Score -861659.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -861666.312500 Penalty: 2950.297119
	Iteration 33Q: 3 clusters Score -861666.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -861668.750000 Penalty: 2950.297119
	Iteration 34Q: 3 clusters Score -861668.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -861671.375000 Penalty: 2950.297119
	Iteration 35Q: 3 clusters Score -861671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -861670.187500 Penalty: 2950.297119
	Iteration 36Q: 3 clusters Score -861670.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -861676.937500 Penalty: 2950.297119
	Iteration 37Q: 3 clusters Score -861676.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -861676.500000 Penalty: 2950.297119
	Iteration 38Q: 3 clusters Score -861676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -861676.625000 Penalty: 2950.297119
	Iteration 39Q: 3 clusters Score -861676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -861676.687500 Penalty: 2950.297119
	Iteration 40F: 3 clusters Score -861676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -861675.875000 Penalty: 2950.297119
	Iteration 41Q: 3 clusters Score -861675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -861676.312500 Penalty: 2950.297119
	Iteration 42Q: 3 clusters Score -861676.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -861676.312500 Penalty: 2950.297119
	Iteration 43F: 3 clusters Score -861676.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 209480 members 
Mstep: Class 5 contains 35459 members 
Mstep: Class 6 contains 20054 members 
Mstep: Class 7 contains 10843 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86950 members 
Mstep: Class 10 contains 10872 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8540 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6356 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13654 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 77529 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 6700 members 
Entering Unmasked Estep 
Score: -53853640.000000 Penalty: 51850.226562
Splitting cluster 3 changes total score from -53853724.000000 to -53853640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (209480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209480 members 
Entering Unmasked Estep 
Score: -19171412.000000 Penalty: 1991.012329
	Iteration 0F: 2 clusters Score -1.917141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104733 members 
Mstep: Class 2 contains 104747 members 
Entering Unmasked Estep 
Score: -19032672.000000 Penalty: 3982.024658
	Iteration 0F: 3 clusters Score -1.903267e+07 nChanged 101611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -19093518.000000 Penalty: 3982.024658
	Iteration 1F: 3 clusters Score -1.909352e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110292 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -19095068.000000 Penalty: 3982.024658
	Iteration 2Q: 3 clusters Score -1.909507e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113459 members 
Mstep: Class 2 contains 96021 members 
Entering Unmasked Estep 
Score: -19097430.000000 Penalty: 3982.024658
	Iteration 3Q: 3 clusters Score -1.909743e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118146 members 
Mstep: Class 2 contains 91334 members 
Entering Unmasked Estep 
Score: -19100842.000000 Penalty: 3982.024658
	Iteration 4Q: 3 clusters Score -1.910084e+07 nChanged 10763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124399 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -19105202.000000 Penalty: 3982.024658
	Iteration 5F: 3 clusters Score -1.91052e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132426 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -19111040.000000 Penalty: 3982.024658
	Iteration 6F: 3 clusters Score -1.911104e+07 nChanged 12395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141935 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -19117696.000000 Penalty: 3982.024658
	Iteration 7F: 3 clusters Score -1.91177e+07 nChanged 12521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152708 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -19125118.000000 Penalty: 3982.024658
	Iteration 8F: 3 clusters Score -1.912512e+07 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164602 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -19133514.000000 Penalty: 3982.024658
	Iteration 9F: 3 clusters Score -1.913351e+07 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177196 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -19143292.000000 Penalty: 3982.024658
	Iteration 10F: 3 clusters Score -1.914329e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188964 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -19152922.000000 Penalty: 3982.024658
	Iteration 11F: 3 clusters Score -1.915292e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198067 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -19160394.000000 Penalty: 3982.024658
	Iteration 12Q: 3 clusters Score -1.916039e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203996 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -19165382.000000 Penalty: 3982.024658
	Iteration 13Q: 3 clusters Score -1.916538e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207103 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -19167658.000000 Penalty: 3982.024658
	Iteration 14Q: 3 clusters Score -1.916766e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208482 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -19168856.000000 Penalty: 3982.024658
	Iteration 15Q: 3 clusters Score -1.916886e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208976 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -19169230.000000 Penalty: 3982.024658
	Iteration 16Q: 3 clusters Score -1.916923e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209159 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -19169458.000000 Penalty: 3982.024658
	Iteration 17Q: 3 clusters Score -1.916946e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209232 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19169554.000000 Penalty: 3982.024658
	Iteration 18Q: 3 clusters Score -1.916955e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209256 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19169598.000000 Penalty: 3982.024658
	Iteration 19Q: 3 clusters Score -1.91696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209259 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19169614.000000 Penalty: 3982.024658
	Iteration 20F: 3 clusters Score -1.916961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209266 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19169626.000000 Penalty: 3982.024658
	Iteration 21Q: 3 clusters Score -1.916963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209267 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19169634.000000 Penalty: 3982.024658
	Iteration 22Q: 3 clusters Score -1.916963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209271 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19169640.000000 Penalty: 3982.024658
	Iteration 23Q: 3 clusters Score -1.916964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209274 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19169650.000000 Penalty: 3982.024658
	Iteration 24Q: 3 clusters Score -1.916965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209275 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19169648.000000 Penalty: 3982.024658
	Iteration 25Q: 3 clusters Score -1.916965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19169642.000000 Penalty: 3982.024658
	Iteration 26Q: 3 clusters Score -1.916964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209275 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19169642.000000 Penalty: 3982.024658
	Iteration 27Q: 3 clusters Score -1.916964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209278 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19169646.000000 Penalty: 3982.024658
	Iteration 28Q: 3 clusters Score -1.916965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19169654.000000 Penalty: 3982.024658
	Iteration 29Q: 3 clusters Score -1.916965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209275 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19169658.000000 Penalty: 3982.024658
	Iteration 30Q: 3 clusters Score -1.916966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209277 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19169664.000000 Penalty: 3982.024658
	Iteration 31Q: 3 clusters Score -1.916966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19169670.000000 Penalty: 3982.024658
	Iteration 32Q: 3 clusters Score -1.916967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209275 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19169670.000000 Penalty: 3982.024658
	Iteration 33Q: 3 clusters Score -1.916967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209275 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19169670.000000 Penalty: 3982.024658
	Iteration 34F: 3 clusters Score -1.916967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Entering Unmasked Estep 
Score: -3504798.500000 Penalty: 1702.371460
	Iteration 0F: 2 clusters Score -3504798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3481037.750000 Penalty: 3404.742920
	Iteration 0F: 3 clusters Score -3481038 nChanged 16405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3490487.000000 Penalty: 3404.742920
	Iteration 1F: 3 clusters Score -3490487 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3491187.750000 Penalty: 3404.742920
	Iteration 2Q: 3 clusters Score -3491188 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -3492276.250000 Penalty: 3404.742920
	Iteration 3F: 3 clusters Score -3492276 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3494047.750000 Penalty: 3404.742920
	Iteration 4F: 3 clusters Score -3494048 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3496584.250000 Penalty: 3404.742920
	Iteration 5F: 3 clusters Score -3496584 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -3499368.500000 Penalty: 3404.742920
	Iteration 6F: 3 clusters Score -3499368 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -3501308.250000 Penalty: 3404.742920
	Iteration 7F: 3 clusters Score -3501308 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -3502455.250000 Penalty: 3404.742920
	Iteration 8Q: 3 clusters Score -3502455 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -3502981.750000 Penalty: 3404.742920
	Iteration 9Q: 3 clusters Score -3502982 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -3503185.750000 Penalty: 3404.742920
	Iteration 10Q: 3 clusters Score -3503186 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -3503278.000000 Penalty: 3404.742920
	Iteration 11Q: 3 clusters Score -3503278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -3503336.500000 Penalty: 3404.742920
	Iteration 12Q: 3 clusters Score -3503336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -3503362.750000 Penalty: 3404.742920
	Iteration 13Q: 3 clusters Score -3503363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -3503389.500000 Penalty: 3404.742920
	Iteration 14Q: 3 clusters Score -3503390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -3503403.750000 Penalty: 3404.742920
	Iteration 15Q: 3 clusters Score -3503404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -3503415.250000 Penalty: 3404.742920
	Iteration 16Q: 3 clusters Score -3503415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -3503413.000000 Penalty: 3404.742920
	Iteration 17Q: 3 clusters Score -3503413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -3503414.500000 Penalty: 3404.742920
	Iteration 18Q: 3 clusters Score -3503414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -3503419.750000 Penalty: 3404.742920
	Iteration 19Q: 3 clusters Score -3503420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -3503420.750000 Penalty: 3404.742920
	Iteration 20F: 3 clusters Score -3503421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -3503420.750000 Penalty: 3404.742920
	Iteration 21Q: 3 clusters Score -3503421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -3503420.250000 Penalty: 3404.742920
	Iteration 22Q: 3 clusters Score -3503420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -3503421.750000 Penalty: 3404.742920
	Iteration 23Q: 3 clusters Score -3503422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -3503421.750000 Penalty: 3404.742920
	Iteration 24F: 3 clusters Score -3503422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Entering Unmasked Estep 
Score: -1827571.375000 Penalty: 1609.754883
	Iteration 0F: 2 clusters Score -1827571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1813895.875000 Penalty: 3219.509766
	Iteration 0F: 3 clusters Score -1813896 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1818855.625000 Penalty: 3219.509766
	Iteration 1F: 3 clusters Score -1818856 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1819219.375000 Penalty: 3219.509766
	Iteration 2Q: 3 clusters Score -1819219 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1819545.750000 Penalty: 3219.509766
	Iteration 3Q: 3 clusters Score -1819546 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1819916.000000 Penalty: 3219.509766
	Iteration 4Q: 3 clusters Score -1819916 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1820360.625000 Penalty: 3219.509766
	Iteration 5Q: 3 clusters Score -1820361 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1820957.250000 Penalty: 3219.509766
	Iteration 6F: 3 clusters Score -1820957 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1821686.125000 Penalty: 3219.509766
	Iteration 7F: 3 clusters Score -1821686 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1822546.375000 Penalty: 3219.509766
	Iteration 8F: 3 clusters Score -1822546 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1823435.125000 Penalty: 3219.509766
	Iteration 9F: 3 clusters Score -1823435 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1824305.750000 Penalty: 3219.509766
	Iteration 10Q: 3 clusters Score -1824306 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1824970.625000 Penalty: 3219.509766
	Iteration 11Q: 3 clusters Score -1824971 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1825377.250000 Penalty: 3219.509766
	Iteration 12Q: 3 clusters Score -1825377 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1825646.250000 Penalty: 3219.509766
	Iteration 13Q: 3 clusters Score -1825646 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1825818.625000 Penalty: 3219.509766
	Iteration 14Q: 3 clusters Score -1825819 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1825928.250000 Penalty: 3219.509766
	Iteration 15Q: 3 clusters Score -1825928 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1825997.875000 Penalty: 3219.509766
	Iteration 16Q: 3 clusters Score -1825998 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1826044.125000 Penalty: 3219.509766
	Iteration 17Q: 3 clusters Score -1826044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1826081.000000 Penalty: 3219.509766
	Iteration 18Q: 3 clusters Score -1826081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1826103.500000 Penalty: 3219.509766
	Iteration 19Q: 3 clusters Score -1826104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1826126.875000 Penalty: 3219.509766
	Iteration 20F: 3 clusters Score -1826127 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1826145.875000 Penalty: 3219.509766
	Iteration 21Q: 3 clusters Score -1826146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1826159.500000 Penalty: 3219.509766
	Iteration 22Q: 3 clusters Score -1826160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1826169.625000 Penalty: 3219.509766
	Iteration 23Q: 3 clusters Score -1826170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1826181.750000 Penalty: 3219.509766
	Iteration 24Q: 3 clusters Score -1826182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1826190.500000 Penalty: 3219.509766
	Iteration 25Q: 3 clusters Score -1826190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1826196.500000 Penalty: 3219.509766
	Iteration 26Q: 3 clusters Score -1826196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1826200.500000 Penalty: 3219.509766
	Iteration 27Q: 3 clusters Score -1826200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1826204.000000 Penalty: 3219.509766
	Iteration 28Q: 3 clusters Score -1826204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1826210.750000 Penalty: 3219.509766
	Iteration 29Q: 3 clusters Score -1826211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1826215.875000 Penalty: 3219.509766
	Iteration 30Q: 3 clusters Score -1826216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1826217.375000 Penalty: 3219.509766
	Iteration 31Q: 3 clusters Score -1826217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1826226.500000 Penalty: 3219.509766
	Iteration 32Q: 3 clusters Score -1826226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1826230.125000 Penalty: 3219.509766
	Iteration 33Q: 3 clusters Score -1826230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1826233.625000 Penalty: 3219.509766
	Iteration 34Q: 3 clusters Score -1826234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1826232.375000 Penalty: 3219.509766
	Iteration 35Q: 3 clusters Score -1826232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1826232.375000 Penalty: 3219.509766
	Iteration 36Q: 3 clusters Score -1826232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1826241.500000 Penalty: 3219.509766
	Iteration 37Q: 3 clusters Score -1826242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1826246.250000 Penalty: 3219.509766
	Iteration 38Q: 3 clusters Score -1826246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1826248.000000 Penalty: 3219.509766
	Iteration 39Q: 3 clusters Score -1826248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1826251.375000 Penalty: 3219.509766
	Iteration 40F: 3 clusters Score -1826251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1826249.500000 Penalty: 3219.509766
	Iteration 41Q: 3 clusters Score -1826250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1826250.250000 Penalty: 3219.509766
	Iteration 42Q: 3 clusters Score -1826250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1826251.500000 Penalty: 3219.509766
	Iteration 43Q: 3 clusters Score -1826252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1826251.500000 Penalty: 3219.509766
	Iteration 44Q: 3 clusters Score -1826252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1826251.625000 Penalty: 3219.509766
	Iteration 45Q: 3 clusters Score -1826252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1826250.500000 Penalty: 3219.509766
	Iteration 46Q: 3 clusters Score -1826250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1826251.875000 Penalty: 3219.509766
	Iteration 47Q: 3 clusters Score -1826252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1826251.875000 Penalty: 3219.509766
	Iteration 48F: 3 clusters Score -1826252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Entering Unmasked Estep 
Score: -899876.000000 Penalty: 1509.832153
	Iteration 0F: 2 clusters Score -899876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -892239.000000 Penalty: 3019.664307
	Iteration 0F: 3 clusters Score -892239 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -894964.250000 Penalty: 3019.664307
	Iteration 1F: 3 clusters Score -894964.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -895374.187500 Penalty: 3019.664307
	Iteration 2F: 3 clusters Score -895374.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -895744.187500 Penalty: 3019.664307
	Iteration 3F: 3 clusters Score -895744.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -896130.250000 Penalty: 3019.664307
	Iteration 4F: 3 clusters Score -896130.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -896510.625000 Penalty: 3019.664307
	Iteration 5F: 3 clusters Score -896510.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -896867.125000 Penalty: 3019.664307
	Iteration 6F: 3 clusters Score -896867.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -897181.250000 Penalty: 3019.664307
	Iteration 7Q: 3 clusters Score -897181.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -897435.062500 Penalty: 3019.664307
	Iteration 8Q: 3 clusters Score -897435.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -897650.687500 Penalty: 3019.664307
	Iteration 9Q: 3 clusters Score -897650.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -897824.812500 Penalty: 3019.664307
	Iteration 10Q: 3 clusters Score -897824.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -897955.687500 Penalty: 3019.664307
	Iteration 11Q: 3 clusters Score -897955.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -898069.062500 Penalty: 3019.664307
	Iteration 12Q: 3 clusters Score -898069.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -898189.250000 Penalty: 3019.664307
	Iteration 13Q: 3 clusters Score -898189.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -898311.625000 Penalty: 3019.664307
	Iteration 14Q: 3 clusters Score -898311.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -898411.312500 Penalty: 3019.664307
	Iteration 15Q: 3 clusters Score -898411.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -898494.812500 Penalty: 3019.664307
	Iteration 16Q: 3 clusters Score -898494.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -898558.625000 Penalty: 3019.664307
	Iteration 17Q: 3 clusters Score -898558.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -898601.187500 Penalty: 3019.664307
	Iteration 18Q: 3 clusters Score -898601.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -898638.312500 Penalty: 3019.664307
	Iteration 19Q: 3 clusters Score -898638.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -898675.937500 Penalty: 3019.664307
	Iteration 20F: 3 clusters Score -898675.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -898703.500000 Penalty: 3019.664307
	Iteration 21Q: 3 clusters Score -898703.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -898731.937500 Penalty: 3019.664307
	Iteration 22Q: 3 clusters Score -898731.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -898754.812500 Penalty: 3019.664307
	Iteration 23Q: 3 clusters Score -898754.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -898779.625000 Penalty: 3019.664307
	Iteration 24Q: 3 clusters Score -898779.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -898796.312500 Penalty: 3019.664307
	Iteration 25Q: 3 clusters Score -898796.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -898822.125000 Penalty: 3019.664307
	Iteration 26Q: 3 clusters Score -898822.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -898846.062500 Penalty: 3019.664307
	Iteration 27Q: 3 clusters Score -898846.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -898866.187500 Penalty: 3019.664307
	Iteration 28Q: 3 clusters Score -898866.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -898876.187500 Penalty: 3019.664307
	Iteration 29Q: 3 clusters Score -898876.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -898884.187500 Penalty: 3019.664307
	Iteration 30Q: 3 clusters Score -898884.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -898891.875000 Penalty: 3019.664307
	Iteration 31Q: 3 clusters Score -898891.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -898901.812500 Penalty: 3019.664307
	Iteration 32Q: 3 clusters Score -898901.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -898909.062500 Penalty: 3019.664307
	Iteration 33Q: 3 clusters Score -898909.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -898919.187500 Penalty: 3019.664307
	Iteration 34Q: 3 clusters Score -898919.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -898928.812500 Penalty: 3019.664307
	Iteration 35Q: 3 clusters Score -898928.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -898937.562500 Penalty: 3019.664307
	Iteration 36Q: 3 clusters Score -898937.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -898944.500000 Penalty: 3019.664307
	Iteration 37Q: 3 clusters Score -898944.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -898953.125000 Penalty: 3019.664307
	Iteration 38Q: 3 clusters Score -898953.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -898960.187500 Penalty: 3019.664307
	Iteration 39Q: 3 clusters Score -898960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -898967.000000 Penalty: 3019.664307
	Iteration 40F: 3 clusters Score -898967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -898976.625000 Penalty: 3019.664307
	Iteration 41Q: 3 clusters Score -898976.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -898981.250000 Penalty: 3019.664307
	Iteration 42Q: 3 clusters Score -898981.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -898985.812500 Penalty: 3019.664307
	Iteration 43Q: 3 clusters Score -898985.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -898995.812500 Penalty: 3019.664307
	Iteration 44Q: 3 clusters Score -898995.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -899005.750000 Penalty: 3019.664307
	Iteration 45Q: 3 clusters Score -899005.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -899019.562500 Penalty: 3019.664307
	Iteration 46Q: 3 clusters Score -899019.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -899022.187500 Penalty: 3019.664307
	Iteration 47Q: 3 clusters Score -899022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -899028.750000 Penalty: 3019.664307
	Iteration 48Q: 3 clusters Score -899028.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -899030.625000 Penalty: 3019.664307
	Iteration 49Q: 3 clusters Score -899030.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -899033.000000 Penalty: 3019.664307
	Iteration 50Q: 3 clusters Score -899033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -899035.250000 Penalty: 3019.664307
	Iteration 51Q: 3 clusters Score -899035.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -899038.937500 Penalty: 3019.664307
	Iteration 52Q: 3 clusters Score -899038.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -899039.750000 Penalty: 3019.664307
	Iteration 53Q: 3 clusters Score -899039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -899042.687500 Penalty: 3019.664307
	Iteration 54Q: 3 clusters Score -899042.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -899042.937500 Penalty: 3019.664307
	Iteration 55Q: 3 clusters Score -899042.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -899043.125000 Penalty: 3019.664307
	Iteration 56Q: 3 clusters Score -899043.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -899043.125000 Penalty: 3019.664307
	Iteration 57F: 3 clusters Score -899043.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -154805.468750 Penalty: 1202.004150
	Iteration 0F: 2 clusters Score -154805.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152959.500000 Penalty: 2404.008301
	Iteration 0F: 3 clusters Score -152959.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -153310.125000 Penalty: 2404.008301
	Iteration 1F: 3 clusters Score -153310.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -153407.203125 Penalty: 2404.008301
	Iteration 2F: 3 clusters Score -153407.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -153458.546875 Penalty: 2404.008301
	Iteration 3Q: 3 clusters Score -153458.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153488.203125 Penalty: 2404.008301
	Iteration 4Q: 3 clusters Score -153488.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -153521.859375 Penalty: 2404.008301
	Iteration 5Q: 3 clusters Score -153521.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153546.296875 Penalty: 2404.008301
	Iteration 6Q: 3 clusters Score -153546.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -153574.734375 Penalty: 2404.008301
	Iteration 7Q: 3 clusters Score -153574.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -153595.890625 Penalty: 2404.008301
	Iteration 8Q: 3 clusters Score -153595.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -153610.781250 Penalty: 2404.008301
	Iteration 9Q: 3 clusters Score -153610.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -153624.296875 Penalty: 2404.008301
	Iteration 10Q: 3 clusters Score -153624.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -153638.781250 Penalty: 2404.008301
	Iteration 11Q: 3 clusters Score -153638.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -153649.343750 Penalty: 2404.008301
	Iteration 12Q: 3 clusters Score -153649.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153656.484375 Penalty: 2404.008301
	Iteration 13Q: 3 clusters Score -153656.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -153661.156250 Penalty: 2404.008301
	Iteration 14Q: 3 clusters Score -153661.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -153664.203125 Penalty: 2404.008301
	Iteration 15Q: 3 clusters Score -153664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153667.468750 Penalty: 2404.008301
	Iteration 16Q: 3 clusters Score -153667.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153670.406250 Penalty: 2404.008301
	Iteration 17Q: 3 clusters Score -153670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -153674.484375 Penalty: 2404.008301
	Iteration 18Q: 3 clusters Score -153674.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -153678.234375 Penalty: 2404.008301
	Iteration 19Q: 3 clusters Score -153678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -153679.984375 Penalty: 2404.008301
	Iteration 20F: 3 clusters Score -153680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -153680.906250 Penalty: 2404.008301
	Iteration 21Q: 3 clusters Score -153680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -153680.906250 Penalty: 2404.008301
	Iteration 22F: 3 clusters Score -153680.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (86950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Entering Unmasked Estep 
Score: -7975512.500000 Penalty: 1848.126953
	Iteration 0F: 2 clusters Score -7975512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -7917321.000000 Penalty: 3696.253906
	Iteration 0F: 3 clusters Score -7917321 nChanged 41300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -7941003.500000 Penalty: 3696.253906
	Iteration 1F: 3 clusters Score -7941004 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -7941687.000000 Penalty: 3696.253906
	Iteration 2Q: 3 clusters Score -7941687 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -7942503.000000 Penalty: 3696.253906
	Iteration 3Q: 3 clusters Score -7942503 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -7943698.500000 Penalty: 3696.253906
	Iteration 4Q: 3 clusters Score -7943698 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -7945070.500000 Penalty: 3696.253906
	Iteration 5Q: 3 clusters Score -7945070 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -7946913.500000 Penalty: 3696.253906
	Iteration 6Q: 3 clusters Score -7946914 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -7949178.500000 Penalty: 3696.253906
	Iteration 7F: 3 clusters Score -7949178 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -7951779.500000 Penalty: 3696.253906
	Iteration 8F: 3 clusters Score -7951780 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -7954514.500000 Penalty: 3696.253906
	Iteration 9F: 3 clusters Score -7954514 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -7956999.500000 Penalty: 3696.253906
	Iteration 10F: 3 clusters Score -7957000 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -7959251.000000 Penalty: 3696.253906
	Iteration 11Q: 3 clusters Score -7959251 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -7961464.500000 Penalty: 3696.253906
	Iteration 12Q: 3 clusters Score -7961464 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -7963438.500000 Penalty: 3696.253906
	Iteration 13Q: 3 clusters Score -7963438 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -7965502.000000 Penalty: 3696.253906
	Iteration 14Q: 3 clusters Score -7965502 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -7967578.500000 Penalty: 3696.253906
	Iteration 15Q: 3 clusters Score -7967578 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 81039 members 
Entering Unmasked Estep 
Score: -7969474.500000 Penalty: 3696.253906
	Iteration 16Q: 3 clusters Score -7969474 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -7971061.000000 Penalty: 3696.253906
	Iteration 17Q: 3 clusters Score -7971061 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 84641 members 
Entering Unmasked Estep 
Score: -7972299.000000 Penalty: 3696.253906
	Iteration 18Q: 3 clusters Score -7972299 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -7973022.500000 Penalty: 3696.253906
	Iteration 19Q: 3 clusters Score -7973022 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 86070 members 
Entering Unmasked Estep 
Score: -7973355.500000 Penalty: 3696.253906
	Iteration 20F: 3 clusters Score -7973356 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 86319 members 
Entering Unmasked Estep 
Score: -7973527.500000 Penalty: 3696.253906
	Iteration 21Q: 3 clusters Score -7973528 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -7973625.500000 Penalty: 3696.253906
	Iteration 22Q: 3 clusters Score -7973626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -7973713.500000 Penalty: 3696.253906
	Iteration 23Q: 3 clusters Score -7973714 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -7973771.500000 Penalty: 3696.253906
	Iteration 24Q: 3 clusters Score -7973772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -7973814.000000 Penalty: 3696.253906
	Iteration 25Q: 3 clusters Score -7973814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -7973835.000000 Penalty: 3696.253906
	Iteration 26Q: 3 clusters Score -7973835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -7973862.000000 Penalty: 3696.253906
	Iteration 27Q: 3 clusters Score -7973862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -7973870.500000 Penalty: 3696.253906
	Iteration 28Q: 3 clusters Score -7973870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -7973875.000000 Penalty: 3696.253906
	Iteration 29Q: 3 clusters Score -7973875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -7973882.500000 Penalty: 3696.253906
	Iteration 30Q: 3 clusters Score -7973882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 86666 members 
Entering Unmasked Estep 
Score: -7973891.500000 Penalty: 3696.253906
	Iteration 31Q: 3 clusters Score -7973892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
Score: -7973896.500000 Penalty: 3696.253906
	Iteration 32Q: 3 clusters Score -7973896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -7973899.500000 Penalty: 3696.253906
	Iteration 33Q: 3 clusters Score -7973900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -7973905.000000 Penalty: 3696.253906
	Iteration 34Q: 3 clusters Score -7973905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -7973907.000000 Penalty: 3696.253906
	Iteration 35Q: 3 clusters Score -7973907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -7973910.000000 Penalty: 3696.253906
	Iteration 36Q: 3 clusters Score -7973910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -7973908.500000 Penalty: 3696.253906
	Iteration 37Q: 3 clusters Score -7973908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -7973912.500000 Penalty: 3696.253906
	Iteration 38Q: 3 clusters Score -7973912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 86688 members 
Entering Unmasked Estep 
Score: -7973916.000000 Penalty: 3696.253906
	Iteration 39Q: 3 clusters Score -7973916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -7973916.500000 Penalty: 3696.253906
	Iteration 40F: 3 clusters Score -7973916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Entering Unmasked Estep 
Score: -1018540.562500 Penalty: 1510.266235
	Iteration 0F: 2 clusters Score -1018541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1010763.437500 Penalty: 3020.532471
	Iteration 0F: 3 clusters Score -1010763 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1013286.687500 Penalty: 3020.532471
	Iteration 1F: 3 clusters Score -1013287 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1013579.500000 Penalty: 3020.532471
	Iteration 2F: 3 clusters Score -1013580 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1013860.000000 Penalty: 3020.532471
	Iteration 3F: 3 clusters Score -1013860 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1014220.000000 Penalty: 3020.532471
	Iteration 4F: 3 clusters Score -1014220 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1014690.875000 Penalty: 3020.532471
	Iteration 5F: 3 clusters Score -1014691 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1015297.562500 Penalty: 3020.532471
	Iteration 6F: 3 clusters Score -1015298 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1015961.000000 Penalty: 3020.532471
	Iteration 7F: 3 clusters Score -1015961 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1016552.812500 Penalty: 3020.532471
	Iteration 8F: 3 clusters Score -1016553 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1016950.125000 Penalty: 3020.532471
	Iteration 9Q: 3 clusters Score -1016950 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1017110.562500 Penalty: 3020.532471
	Iteration 10Q: 3 clusters Score -1017111 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1017209.062500 Penalty: 3020.532471
	Iteration 11Q: 3 clusters Score -1017209 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1017265.062500 Penalty: 3020.532471
	Iteration 12Q: 3 clusters Score -1017265 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1017305.687500 Penalty: 3020.532471
	Iteration 13Q: 3 clusters Score -1017306 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1017338.687500 Penalty: 3020.532471
	Iteration 14Q: 3 clusters Score -1017339 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1017364.375000 Penalty: 3020.532471
	Iteration 15Q: 3 clusters Score -1017364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1017395.812500 Penalty: 3020.532471
	Iteration 16Q: 3 clusters Score -1017396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1017418.125000 Penalty: 3020.532471
	Iteration 17Q: 3 clusters Score -1017418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1017440.125000 Penalty: 3020.532471
	Iteration 18Q: 3 clusters Score -1017440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1017455.875000 Penalty: 3020.532471
	Iteration 19Q: 3 clusters Score -1017456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1017471.000000 Penalty: 3020.532471
	Iteration 20F: 3 clusters Score -1017471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1017481.750000 Penalty: 3020.532471
	Iteration 21Q: 3 clusters Score -1017482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1017498.687500 Penalty: 3020.532471
	Iteration 22Q: 3 clusters Score -1017499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1017512.750000 Penalty: 3020.532471
	Iteration 23Q: 3 clusters Score -1017513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1017523.250000 Penalty: 3020.532471
	Iteration 24Q: 3 clusters Score -1017523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1017526.062500 Penalty: 3020.532471
	Iteration 25Q: 3 clusters Score -1017526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1017530.375000 Penalty: 3020.532471
	Iteration 26Q: 3 clusters Score -1017530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1017536.875000 Penalty: 3020.532471
	Iteration 27Q: 3 clusters Score -1017537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1017542.687500 Penalty: 3020.532471
	Iteration 28Q: 3 clusters Score -1017543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1017547.125000 Penalty: 3020.532471
	Iteration 29Q: 3 clusters Score -1017547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1017548.437500 Penalty: 3020.532471
	Iteration 30Q: 3 clusters Score -1017548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1017550.312500 Penalty: 3020.532471
	Iteration 31Q: 3 clusters Score -1017550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1017551.937500 Penalty: 3020.532471
	Iteration 32Q: 3 clusters Score -1017552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1017553.687500 Penalty: 3020.532471
	Iteration 33Q: 3 clusters Score -1017554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1017553.187500 Penalty: 3020.532471
	Iteration 34Q: 3 clusters Score -1017553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1017556.000000 Penalty: 3020.532471
	Iteration 35Q: 3 clusters Score -1017556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1017556.875000 Penalty: 3020.532471
	Iteration 36Q: 3 clusters Score -1017557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1017556.687500 Penalty: 3020.532471
	Iteration 37Q: 3 clusters Score -1017557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1017561.875000 Penalty: 3020.532471
	Iteration 38Q: 3 clusters Score -1017562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1017561.687500 Penalty: 3020.532471
	Iteration 39Q: 3 clusters Score -1017562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1017562.062500 Penalty: 3020.532471
	Iteration 40F: 3 clusters Score -1017562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1017564.500000 Penalty: 3020.532471
	Iteration 41Q: 3 clusters Score -1017564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1017565.125000 Penalty: 3020.532471
	Iteration 42Q: 3 clusters Score -1017565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1017565.500000 Penalty: 3020.532471
	Iteration 43Q: 3 clusters Score -1017566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1017563.812500 Penalty: 3020.532471
	Iteration 44Q: 3 clusters Score -1017564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1017565.000000 Penalty: 3020.532471
	Iteration 45Q: 3 clusters Score -1017565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1017565.687500 Penalty: 3020.532471
	Iteration 46Q: 3 clusters Score -1017566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1017565.687500 Penalty: 3020.532471
	Iteration 47F: 3 clusters Score -1017566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -89246.828125 Penalty: 1137.109375
	Iteration 0F: 2 clusters Score -89246.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -87809.929688 Penalty: 2274.218750
	Iteration 0F: 3 clusters Score -87809.93 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -88195.343750 Penalty: 2274.218750
	Iteration 1F: 3 clusters Score -88195.34 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -88351.015625 Penalty: 2274.218750
	Iteration 2F: 3 clusters Score -88351.02 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -88470.898438 Penalty: 2274.218750
	Iteration 3F: 3 clusters Score -88470.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -88574.257812 Penalty: 2274.218750
	Iteration 4F: 3 clusters Score -88574.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -88629.039062 Penalty: 2274.218750
	Iteration 5Q: 3 clusters Score -88629.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -88656.445312 Penalty: 2274.218750
	Iteration 6Q: 3 clusters Score -88656.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -88684.093750 Penalty: 2274.218750
	Iteration 7Q: 3 clusters Score -88684.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -88704.156250 Penalty: 2274.218750
	Iteration 8Q: 3 clusters Score -88704.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -88728.992188 Penalty: 2274.218750
	Iteration 9Q: 3 clusters Score -88728.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -88752.992188 Penalty: 2274.218750
	Iteration 10Q: 3 clusters Score -88752.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -88761.218750 Penalty: 2274.218750
	Iteration 11Q: 3 clusters Score -88761.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -88770.906250 Penalty: 2274.218750
	Iteration 12Q: 3 clusters Score -88770.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -88780.804688 Penalty: 2274.218750
	Iteration 13Q: 3 clusters Score -88780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -88786.460938 Penalty: 2274.218750
	Iteration 14Q: 3 clusters Score -88786.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -88789.765625 Penalty: 2274.218750
	Iteration 15Q: 3 clusters Score -88789.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -88796.601562 Penalty: 2274.218750
	Iteration 16Q: 3 clusters Score -88796.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -88797.671875 Penalty: 2274.218750
	Iteration 17Q: 3 clusters Score -88797.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -88800.476562 Penalty: 2274.218750
	Iteration 18Q: 3 clusters Score -88800.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -88801.234375 Penalty: 2274.218750
	Iteration 19Q: 3 clusters Score -88801.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -88801.234375 Penalty: 2274.218750
	Iteration 20F: 3 clusters Score -88801.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Entering Unmasked Estep 
Score: -1080089.250000 Penalty: 1514.951050
	Iteration 0F: 2 clusters Score -1080089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1072203.625000 Penalty: 3029.902100
	Iteration 0F: 3 clusters Score -1072204 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1074737.375000 Penalty: 3029.902100
	Iteration 1F: 3 clusters Score -1074737 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1074982.500000 Penalty: 3029.902100
	Iteration 2F: 3 clusters Score -1074982 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1075185.125000 Penalty: 3029.902100
	Iteration 3Q: 3 clusters Score -1075185 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1075398.375000 Penalty: 3029.902100
	Iteration 4Q: 3 clusters Score -1075398 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1075630.750000 Penalty: 3029.902100
	Iteration 5Q: 3 clusters Score -1075631 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1075918.250000 Penalty: 3029.902100
	Iteration 6Q: 3 clusters Score -1075918 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1076295.750000 Penalty: 3029.902100
	Iteration 7F: 3 clusters Score -1076296 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1076783.875000 Penalty: 3029.902100
	Iteration 8F: 3 clusters Score -1076784 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1077319.375000 Penalty: 3029.902100
	Iteration 9F: 3 clusters Score -1077319 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1077795.750000 Penalty: 3029.902100
	Iteration 10F: 3 clusters Score -1077796 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1078138.875000 Penalty: 3029.902100
	Iteration 11Q: 3 clusters Score -1078139 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1078394.000000 Penalty: 3029.902100
	Iteration 12Q: 3 clusters Score -1078394 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1078570.375000 Penalty: 3029.902100
	Iteration 13Q: 3 clusters Score -1078570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1078671.750000 Penalty: 3029.902100
	Iteration 14Q: 3 clusters Score -1078672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1078733.625000 Penalty: 3029.902100
	Iteration 15Q: 3 clusters Score -1078734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1078759.500000 Penalty: 3029.902100
	Iteration 16Q: 3 clusters Score -1078760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1078776.375000 Penalty: 3029.902100
	Iteration 17Q: 3 clusters Score -1078776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1078794.125000 Penalty: 3029.902100
	Iteration 18Q: 3 clusters Score -1078794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1078801.000000 Penalty: 3029.902100
	Iteration 19Q: 3 clusters Score -1078801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1078806.750000 Penalty: 3029.902100
	Iteration 20F: 3 clusters Score -1078807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1078816.625000 Penalty: 3029.902100
	Iteration 21Q: 3 clusters Score -1078817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1078822.375000 Penalty: 3029.902100
	Iteration 22Q: 3 clusters Score -1078822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1078822.125000 Penalty: 3029.902100
	Iteration 23Q: 3 clusters Score -1078822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1078822.125000 Penalty: 3029.902100
	Iteration 24F: 3 clusters Score -1078822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -95289.812500 Penalty: 1127.786133
	Iteration 0F: 2 clusters Score -95289.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -93843.125000 Penalty: 2255.572266
	Iteration 0F: 3 clusters Score -93843.12 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -94110.359375 Penalty: 2255.572266
	Iteration 1F: 3 clusters Score -94110.36 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -94176.250000 Penalty: 2255.572266
	Iteration 2F: 3 clusters Score -94176.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -94210.914062 Penalty: 2255.572266
	Iteration 3Q: 3 clusters Score -94210.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94231.171875 Penalty: 2255.572266
	Iteration 4Q: 3 clusters Score -94231.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -94248.796875 Penalty: 2255.572266
	Iteration 5Q: 3 clusters Score -94248.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -94261.601562 Penalty: 2255.572266
	Iteration 6Q: 3 clusters Score -94261.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -94268.976562 Penalty: 2255.572266
	Iteration 7Q: 3 clusters Score -94268.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -94284.796875 Penalty: 2255.572266
	Iteration 8Q: 3 clusters Score -94284.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -94303.781250 Penalty: 2255.572266
	Iteration 9Q: 3 clusters Score -94303.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -94320.398438 Penalty: 2255.572266
	Iteration 10Q: 3 clusters Score -94320.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94328.609375 Penalty: 2255.572266
	Iteration 11Q: 3 clusters Score -94328.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94335.617188 Penalty: 2255.572266
	Iteration 12Q: 3 clusters Score -94335.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -94339.695312 Penalty: 2255.572266
	Iteration 13Q: 3 clusters Score -94339.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -94343.265625 Penalty: 2255.572266
	Iteration 14Q: 3 clusters Score -94343.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -94352.640625 Penalty: 2255.572266
	Iteration 15Q: 3 clusters Score -94352.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94363.554688 Penalty: 2255.572266
	Iteration 16Q: 3 clusters Score -94363.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -94368.218750 Penalty: 2255.572266
	Iteration 17Q: 3 clusters Score -94368.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -94370.273438 Penalty: 2255.572266
	Iteration 18Q: 3 clusters Score -94370.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -94370.898438 Penalty: 2255.572266
	Iteration 19Q: 3 clusters Score -94370.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -94371.656250 Penalty: 2255.572266
	Iteration 20F: 3 clusters Score -94371.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -94373.648438 Penalty: 2255.572266
	Iteration 21Q: 3 clusters Score -94373.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -94374.484375 Penalty: 2255.572266
	Iteration 22Q: 3 clusters Score -94374.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -94374.484375 Penalty: 2255.572266
	Iteration 23F: 3 clusters Score -94374.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Entering Unmasked Estep 
Score: -741734.187500 Penalty: 1471.033813
	Iteration 0F: 2 clusters Score -741734.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -735602.187500 Penalty: 2942.067627
	Iteration 0F: 3 clusters Score -735602.2 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -737671.500000 Penalty: 2942.067627
	Iteration 1F: 3 clusters Score -737671.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -738033.062500 Penalty: 2942.067627
	Iteration 2F: 3 clusters Score -738033.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -738471.000000 Penalty: 2942.067627
	Iteration 3F: 3 clusters Score -738471 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -739016.062500 Penalty: 2942.067627
	Iteration 4F: 3 clusters Score -739016.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -739506.500000 Penalty: 2942.067627
	Iteration 5F: 3 clusters Score -739506.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -739880.250000 Penalty: 2942.067627
	Iteration 6F: 3 clusters Score -739880.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -740150.625000 Penalty: 2942.067627
	Iteration 7F: 3 clusters Score -740150.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -740343.187500 Penalty: 2942.067627
	Iteration 8Q: 3 clusters Score -740343.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -740464.750000 Penalty: 2942.067627
	Iteration 9Q: 3 clusters Score -740464.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -740546.562500 Penalty: 2942.067627
	Iteration 10Q: 3 clusters Score -740546.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -740631.062500 Penalty: 2942.067627
	Iteration 11Q: 3 clusters Score -740631.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -740708.187500 Penalty: 2942.067627
	Iteration 12Q: 3 clusters Score -740708.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -740779.750000 Penalty: 2942.067627
	Iteration 13Q: 3 clusters Score -740779.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -740844.750000 Penalty: 2942.067627
	Iteration 14Q: 3 clusters Score -740844.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -740916.312500 Penalty: 2942.067627
	Iteration 15Q: 3 clusters Score -740916.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -740974.750000 Penalty: 2942.067627
	Iteration 16Q: 3 clusters Score -740974.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -741022.875000 Penalty: 2942.067627
	Iteration 17Q: 3 clusters Score -741022.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -741065.750000 Penalty: 2942.067627
	Iteration 18Q: 3 clusters Score -741065.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -741095.625000 Penalty: 2942.067627
	Iteration 19Q: 3 clusters Score -741095.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -741120.437500 Penalty: 2942.067627
	Iteration 20F: 3 clusters Score -741120.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -741142.812500 Penalty: 2942.067627
	Iteration 21Q: 3 clusters Score -741142.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -741161.687500 Penalty: 2942.067627
	Iteration 22Q: 3 clusters Score -741161.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -741173.687500 Penalty: 2942.067627
	Iteration 23Q: 3 clusters Score -741173.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -741183.312500 Penalty: 2942.067627
	Iteration 24Q: 3 clusters Score -741183.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -741188.625000 Penalty: 2942.067627
	Iteration 25Q: 3 clusters Score -741188.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -741196.375000 Penalty: 2942.067627
	Iteration 26Q: 3 clusters Score -741196.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -741200.375000 Penalty: 2942.067627
	Iteration 27Q: 3 clusters Score -741200.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -741204.750000 Penalty: 2942.067627
	Iteration 28Q: 3 clusters Score -741204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -741205.500000 Penalty: 2942.067627
	Iteration 29Q: 3 clusters Score -741205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -741209.000000 Penalty: 2942.067627
	Iteration 30Q: 3 clusters Score -741209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -741209.437500 Penalty: 2942.067627
	Iteration 31Q: 3 clusters Score -741209.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -741209.437500 Penalty: 2942.067627
	Iteration 32F: 3 clusters Score -741209.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -143078.671875 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -143078.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -141278.046875 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -141278 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -141739.078125 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -141739.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -141891.000000 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -141891 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -141984.375000 Penalty: 2400.603027
	Iteration 3F: 3 clusters Score -141984.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -142047.500000 Penalty: 2400.603027
	Iteration 4Q: 3 clusters Score -142047.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -142089.062500 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -142089.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -142107.078125 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -142107.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -142120.375000 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -142120.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -142132.609375 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -142132.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -142144.640625 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -142144.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -142151.828125 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -142151.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -142157.453125 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -142157.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -142161.734375 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -142161.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -142163.828125 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -142163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -142165.546875 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -142165.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -142168.125000 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -142168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -142170.078125 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -142170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -142172.593750 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -142172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -142173.671875 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -142173.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -142173.750000 Penalty: 2400.603027
	Iteration 19Q: 3 clusters Score -142173.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -142173.750000 Penalty: 2400.603027
	Iteration 20F: 3 clusters Score -142173.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -565726.437500 Penalty: 1423.037598
	Iteration 0F: 2 clusters Score -565726.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -560935.687500 Penalty: 2846.075195
	Iteration 0F: 3 clusters Score -560935.7 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -562668.375000 Penalty: 2846.075195
	Iteration 1F: 3 clusters Score -562668.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -563116.250000 Penalty: 2846.075195
	Iteration 2F: 3 clusters Score -563116.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -563650.312500 Penalty: 2846.075195
	Iteration 3F: 3 clusters Score -563650.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -564240.812500 Penalty: 2846.075195
	Iteration 4F: 3 clusters Score -564240.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -564653.000000 Penalty: 2846.075195
	Iteration 5F: 3 clusters Score -564653 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -564918.437500 Penalty: 2846.075195
	Iteration 6F: 3 clusters Score -564918.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -565059.875000 Penalty: 2846.075195
	Iteration 7Q: 3 clusters Score -565059.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -565162.937500 Penalty: 2846.075195
	Iteration 8Q: 3 clusters Score -565162.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -565226.125000 Penalty: 2846.075195
	Iteration 9Q: 3 clusters Score -565226.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -565274.625000 Penalty: 2846.075195
	Iteration 10Q: 3 clusters Score -565274.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -565322.000000 Penalty: 2846.075195
	Iteration 11Q: 3 clusters Score -565322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -565368.062500 Penalty: 2846.075195
	Iteration 12Q: 3 clusters Score -565368.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -565399.312500 Penalty: 2846.075195
	Iteration 13Q: 3 clusters Score -565399.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -565415.562500 Penalty: 2846.075195
	Iteration 14Q: 3 clusters Score -565415.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -565421.687500 Penalty: 2846.075195
	Iteration 15Q: 3 clusters Score -565421.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -565428.125000 Penalty: 2846.075195
	Iteration 16Q: 3 clusters Score -565428.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -565432.562500 Penalty: 2846.075195
	Iteration 17Q: 3 clusters Score -565432.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -565437.125000 Penalty: 2846.075195
	Iteration 18Q: 3 clusters Score -565437.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -565440.562500 Penalty: 2846.075195
	Iteration 19Q: 3 clusters Score -565440.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -565442.437500 Penalty: 2846.075195
	Iteration 20F: 3 clusters Score -565442.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -565445.000000 Penalty: 2846.075195
	Iteration 21Q: 3 clusters Score -565445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -565447.187500 Penalty: 2846.075195
	Iteration 22Q: 3 clusters Score -565447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -565448.812500 Penalty: 2846.075195
	Iteration 23Q: 3 clusters Score -565448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -565449.312500 Penalty: 2846.075195
	Iteration 24Q: 3 clusters Score -565449.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -565449.750000 Penalty: 2846.075195
	Iteration 25Q: 3 clusters Score -565449.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -565449.750000 Penalty: 2846.075195
	Iteration 26F: 3 clusters Score -565449.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -195551.390625 Penalty: 1252.397705
	Iteration 0F: 2 clusters Score -195551.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -193332.796875 Penalty: 2504.795410
	Iteration 0F: 3 clusters Score -193332.8 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -193899.359375 Penalty: 2504.795410
	Iteration 1F: 3 clusters Score -193899.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -194041.812500 Penalty: 2504.795410
	Iteration 2F: 3 clusters Score -194041.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -194163.078125 Penalty: 2504.795410
	Iteration 3F: 3 clusters Score -194163.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -194236.187500 Penalty: 2504.795410
	Iteration 4Q: 3 clusters Score -194236.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -194301.843750 Penalty: 2504.795410
	Iteration 5Q: 3 clusters Score -194301.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -194352.218750 Penalty: 2504.795410
	Iteration 6Q: 3 clusters Score -194352.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -194406.640625 Penalty: 2504.795410
	Iteration 7Q: 3 clusters Score -194406.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -194453.609375 Penalty: 2504.795410
	Iteration 8Q: 3 clusters Score -194453.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -194507.265625 Penalty: 2504.795410
	Iteration 9Q: 3 clusters Score -194507.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -194599.640625 Penalty: 2504.795410
	Iteration 10Q: 3 clusters Score -194599.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -194697.578125 Penalty: 2504.795410
	Iteration 11Q: 3 clusters Score -194697.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -194785.218750 Penalty: 2504.795410
	Iteration 12Q: 3 clusters Score -194785.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -194828.468750 Penalty: 2504.795410
	Iteration 13Q: 3 clusters Score -194828.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -194872.765625 Penalty: 2504.795410
	Iteration 14Q: 3 clusters Score -194872.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -194905.328125 Penalty: 2504.795410
	Iteration 15Q: 3 clusters Score -194905.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -194922.843750 Penalty: 2504.795410
	Iteration 16Q: 3 clusters Score -194922.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -194939.781250 Penalty: 2504.795410
	Iteration 17Q: 3 clusters Score -194939.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -194957.656250 Penalty: 2504.795410
	Iteration 18Q: 3 clusters Score -194957.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -194968.343750 Penalty: 2504.795410
	Iteration 19Q: 3 clusters Score -194968.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -194984.781250 Penalty: 2504.795410
	Iteration 20F: 3 clusters Score -194984.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -195005.312500 Penalty: 2504.795410
	Iteration 21Q: 3 clusters Score -195005.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -195031.593750 Penalty: 2504.795410
	Iteration 22Q: 3 clusters Score -195031.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -195067.609375 Penalty: 2504.795410
	Iteration 23Q: 3 clusters Score -195067.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -195103.046875 Penalty: 2504.795410
	Iteration 24Q: 3 clusters Score -195103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -195129.906250 Penalty: 2504.795410
	Iteration 25Q: 3 clusters Score -195129.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -195152.625000 Penalty: 2504.795410
	Iteration 26Q: 3 clusters Score -195152.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -195188.140625 Penalty: 2504.795410
	Iteration 27Q: 3 clusters Score -195188.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -195238.484375 Penalty: 2504.795410
	Iteration 28Q: 3 clusters Score -195238.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -195303.390625 Penalty: 2504.795410
	Iteration 29Q: 3 clusters Score -195303.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -195377.671875 Penalty: 2504.795410
	Iteration 30Q: 3 clusters Score -195377.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -195458.562500 Penalty: 2504.795410
	Iteration 31Q: 3 clusters Score -195458.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -195545.640625 Penalty: 2504.795410
	Iteration 32Q: 3 clusters Score -195545.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -195649.140625 Penalty: 2504.795410
	Iteration 33Q: 3 clusters Score -195649.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -195712.453125 Penalty: 2504.795410
	Iteration 34Q: 3 clusters Score -195712.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -195724.937500 Penalty: 2504.795410
	Iteration 35Q: 3 clusters Score -195724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -195726.015625 Penalty: 2504.795410
	Iteration 36Q: 3 clusters Score -195726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -195726.015625 Penalty: 2504.795410
	Iteration 37F: 3 clusters Score -195726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 209480 members 
Mstep: Class 5 contains 35459 members 
Mstep: Class 6 contains 20054 members 
Mstep: Class 7 contains 10843 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86950 members 
Mstep: Class 10 contains 10872 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8540 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6356 members 
Mstep: Class 17 contains 1475 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13654 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 77529 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 749 members 
Entering Unmasked Estep 
Score: -53852988.000000 Penalty: 51850.226562
Splitting cluster 17 changes total score from -53853724.000000 to -53852988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -206791.484375 Penalty: 1252.981201
	Iteration 0F: 2 clusters Score -206791.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -204545.031250 Penalty: 2505.962402
	Iteration 0F: 3 clusters Score -204545 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -205077.875000 Penalty: 2505.962402
	Iteration 1F: 3 clusters Score -205077.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -205189.218750 Penalty: 2505.962402
	Iteration 2F: 3 clusters Score -205189.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -205259.390625 Penalty: 2505.962402
	Iteration 3F: 3 clusters Score -205259.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -205306.328125 Penalty: 2505.962402
	Iteration 4Q: 3 clusters Score -205306.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -205342.187500 Penalty: 2505.962402
	Iteration 5Q: 3 clusters Score -205342.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -205368.906250 Penalty: 2505.962402
	Iteration 6Q: 3 clusters Score -205368.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -205390.968750 Penalty: 2505.962402
	Iteration 7Q: 3 clusters Score -205391 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -205414.156250 Penalty: 2505.962402
	Iteration 8Q: 3 clusters Score -205414.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -205433.593750 Penalty: 2505.962402
	Iteration 9Q: 3 clusters Score -205433.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -205452.515625 Penalty: 2505.962402
	Iteration 10Q: 3 clusters Score -205452.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -205470.546875 Penalty: 2505.962402
	Iteration 11Q: 3 clusters Score -205470.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -205485.765625 Penalty: 2505.962402
	Iteration 12Q: 3 clusters Score -205485.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -205504.093750 Penalty: 2505.962402
	Iteration 13Q: 3 clusters Score -205504.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -205513.250000 Penalty: 2505.962402
	Iteration 14Q: 3 clusters Score -205513.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -205520.718750 Penalty: 2505.962402
	Iteration 15Q: 3 clusters Score -205520.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -205527.312500 Penalty: 2505.962402
	Iteration 16Q: 3 clusters Score -205527.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -205533.062500 Penalty: 2505.962402
	Iteration 17Q: 3 clusters Score -205533.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -205536.328125 Penalty: 2505.962402
	Iteration 18Q: 3 clusters Score -205536.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -205539.937500 Penalty: 2505.962402
	Iteration 19Q: 3 clusters Score -205539.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -205545.593750 Penalty: 2505.962402
	Iteration 20F: 3 clusters Score -205545.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -205550.906250 Penalty: 2505.962402
	Iteration 21Q: 3 clusters Score -205550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -205552.218750 Penalty: 2505.962402
	Iteration 22Q: 3 clusters Score -205552.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -205555.515625 Penalty: 2505.962402
	Iteration 23Q: 3 clusters Score -205555.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -205556.453125 Penalty: 2505.962402
	Iteration 24Q: 3 clusters Score -205556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -205558.687500 Penalty: 2505.962402
	Iteration 25Q: 3 clusters Score -205558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -205560.156250 Penalty: 2505.962402
	Iteration 26Q: 3 clusters Score -205560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -205560.859375 Penalty: 2505.962402
	Iteration 27Q: 3 clusters Score -205560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -205562.359375 Penalty: 2505.962402
	Iteration 28Q: 3 clusters Score -205562.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -205565.906250 Penalty: 2505.962402
	Iteration 29Q: 3 clusters Score -205565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -205568.203125 Penalty: 2505.962402
	Iteration 30Q: 3 clusters Score -205568.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -205570.328125 Penalty: 2505.962402
	Iteration 31Q: 3 clusters Score -205570.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -205571.953125 Penalty: 2505.962402
	Iteration 32Q: 3 clusters Score -205572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -205572.671875 Penalty: 2505.962402
	Iteration 33Q: 3 clusters Score -205572.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -205574.000000 Penalty: 2505.962402
	Iteration 34Q: 3 clusters Score -205574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -205576.468750 Penalty: 2505.962402
	Iteration 35Q: 3 clusters Score -205576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -205578.796875 Penalty: 2505.962402
	Iteration 36Q: 3 clusters Score -205578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -205581.984375 Penalty: 2505.962402
	Iteration 37Q: 3 clusters Score -205582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -205582.812500 Penalty: 2505.962402
	Iteration 38Q: 3 clusters Score -205582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -205583.593750 Penalty: 2505.962402
	Iteration 39Q: 3 clusters Score -205583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -205584.000000 Penalty: 2505.962402
	Iteration 40F: 3 clusters Score -205584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -205584.421875 Penalty: 2505.962402
	Iteration 41Q: 3 clusters Score -205584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -205585.046875 Penalty: 2505.962402
	Iteration 42Q: 3 clusters Score -205585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -205586.906250 Penalty: 2505.962402
	Iteration 43Q: 3 clusters Score -205586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -205588.593750 Penalty: 2505.962402
	Iteration 44Q: 3 clusters Score -205588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -205588.812500 Penalty: 2505.962402
	Iteration 45Q: 3 clusters Score -205588.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -205588.812500 Penalty: 2505.962402
	Iteration 46F: 3 clusters Score -205588.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -146911.125000 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -146911.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -145079.406250 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -145079.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -145436.875000 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -145436.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -145520.203125 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -145520.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -145555.140625 Penalty: 2399.190430
	Iteration 3Q: 3 clusters Score -145555.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -145576.812500 Penalty: 2399.190430
	Iteration 4Q: 3 clusters Score -145576.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -145592.609375 Penalty: 2399.190430
	Iteration 5Q: 3 clusters Score -145592.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -145604.421875 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -145604.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -145612.296875 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -145612.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -145618.671875 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -145618.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -145621.640625 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -145621.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -145624.046875 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -145624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -145626.796875 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -145626.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -145628.093750 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -145628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -145628.765625 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -145628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -145628.765625 Penalty: 2399.190430
	Iteration 14F: 3 clusters Score -145628.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Entering Unmasked Estep 
Score: -1255705.500000 Penalty: 1547.290527
	Iteration 0F: 2 clusters Score -1255706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1246316.500000 Penalty: 3094.581055
	Iteration 0F: 3 clusters Score -1246316 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1249841.375000 Penalty: 3094.581055
	Iteration 1F: 3 clusters Score -1249841 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1250703.375000 Penalty: 3094.581055
	Iteration 2F: 3 clusters Score -1250703 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1251565.750000 Penalty: 3094.581055
	Iteration 3F: 3 clusters Score -1251566 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1252369.625000 Penalty: 3094.581055
	Iteration 4F: 3 clusters Score -1252370 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1253060.375000 Penalty: 3094.581055
	Iteration 5F: 3 clusters Score -1253060 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1253566.000000 Penalty: 3094.581055
	Iteration 6F: 3 clusters Score -1253566 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1253843.375000 Penalty: 3094.581055
	Iteration 7Q: 3 clusters Score -1253843 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1254006.875000 Penalty: 3094.581055
	Iteration 8Q: 3 clusters Score -1254007 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1254108.375000 Penalty: 3094.581055
	Iteration 9Q: 3 clusters Score -1254108 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1254176.875000 Penalty: 3094.581055
	Iteration 10Q: 3 clusters Score -1254177 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1254231.000000 Penalty: 3094.581055
	Iteration 11Q: 3 clusters Score -1254231 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1254264.125000 Penalty: 3094.581055
	Iteration 12Q: 3 clusters Score -1254264 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1254286.875000 Penalty: 3094.581055
	Iteration 13Q: 3 clusters Score -1254287 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1254320.625000 Penalty: 3094.581055
	Iteration 14Q: 3 clusters Score -1254321 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1254359.750000 Penalty: 3094.581055
	Iteration 15Q: 3 clusters Score -1254360 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1254387.250000 Penalty: 3094.581055
	Iteration 16Q: 3 clusters Score -1254387 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1254423.500000 Penalty: 3094.581055
	Iteration 17Q: 3 clusters Score -1254424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1254446.125000 Penalty: 3094.581055
	Iteration 18Q: 3 clusters Score -1254446 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1254466.250000 Penalty: 3094.581055
	Iteration 19Q: 3 clusters Score -1254466 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1254480.375000 Penalty: 3094.581055
	Iteration 20F: 3 clusters Score -1254480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1254501.250000 Penalty: 3094.581055
	Iteration 21Q: 3 clusters Score -1254501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1254511.875000 Penalty: 3094.581055
	Iteration 22Q: 3 clusters Score -1254512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1254517.500000 Penalty: 3094.581055
	Iteration 23Q: 3 clusters Score -1254518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1254527.750000 Penalty: 3094.581055
	Iteration 24Q: 3 clusters Score -1254528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1254538.000000 Penalty: 3094.581055
	Iteration 25Q: 3 clusters Score -1254538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1254544.750000 Penalty: 3094.581055
	Iteration 26Q: 3 clusters Score -1254545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1254549.250000 Penalty: 3094.581055
	Iteration 27Q: 3 clusters Score -1254549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1254557.000000 Penalty: 3094.581055
	Iteration 28Q: 3 clusters Score -1254557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1254574.750000 Penalty: 3094.581055
	Iteration 29Q: 3 clusters Score -1254575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1254583.125000 Penalty: 3094.581055
	Iteration 30Q: 3 clusters Score -1254583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1254600.375000 Penalty: 3094.581055
	Iteration 31Q: 3 clusters Score -1254600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1254612.375000 Penalty: 3094.581055
	Iteration 32Q: 3 clusters Score -1254612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1254621.625000 Penalty: 3094.581055
	Iteration 33Q: 3 clusters Score -1254622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1254628.125000 Penalty: 3094.581055
	Iteration 34Q: 3 clusters Score -1254628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1254638.125000 Penalty: 3094.581055
	Iteration 35Q: 3 clusters Score -1254638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1254656.625000 Penalty: 3094.581055
	Iteration 36Q: 3 clusters Score -1254657 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1254672.750000 Penalty: 3094.581055
	Iteration 37Q: 3 clusters Score -1254673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1254686.125000 Penalty: 3094.581055
	Iteration 38Q: 3 clusters Score -1254686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1254708.125000 Penalty: 3094.581055
	Iteration 39Q: 3 clusters Score -1254708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1254724.250000 Penalty: 3094.581055
	Iteration 40F: 3 clusters Score -1254724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1254747.125000 Penalty: 3094.581055
	Iteration 41Q: 3 clusters Score -1254747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1254756.875000 Penalty: 3094.581055
	Iteration 42Q: 3 clusters Score -1254757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1254761.250000 Penalty: 3094.581055
	Iteration 43Q: 3 clusters Score -1254761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1254766.750000 Penalty: 3094.581055
	Iteration 44Q: 3 clusters Score -1254767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1254770.750000 Penalty: 3094.581055
	Iteration 45Q: 3 clusters Score -1254771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1254775.000000 Penalty: 3094.581055
	Iteration 46Q: 3 clusters Score -1254775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1254782.375000 Penalty: 3094.581055
	Iteration 47Q: 3 clusters Score -1254782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1254782.125000 Penalty: 3094.581055
	Iteration 48Q: 3 clusters Score -1254782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1254786.125000 Penalty: 3094.581055
	Iteration 49Q: 3 clusters Score -1254786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1254789.000000 Penalty: 3094.581055
	Iteration 50Q: 3 clusters Score -1254789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1254791.000000 Penalty: 3094.581055
	Iteration 51Q: 3 clusters Score -1254791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1254796.875000 Penalty: 3094.581055
	Iteration 52Q: 3 clusters Score -1254797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1254804.625000 Penalty: 3094.581055
	Iteration 53Q: 3 clusters Score -1254805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1254808.250000 Penalty: 3094.581055
	Iteration 54Q: 3 clusters Score -1254808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1254819.375000 Penalty: 3094.581055
	Iteration 55Q: 3 clusters Score -1254819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1254824.875000 Penalty: 3094.581055
	Iteration 56Q: 3 clusters Score -1254825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1254834.250000 Penalty: 3094.581055
	Iteration 57Q: 3 clusters Score -1254834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1254837.250000 Penalty: 3094.581055
	Iteration 58Q: 3 clusters Score -1254837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1254841.250000 Penalty: 3094.581055
	Iteration 59Q: 3 clusters Score -1254841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1254841.125000 Penalty: 3094.581055
	Iteration 60F: 3 clusters Score -1254841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1254844.625000 Penalty: 3094.581055
	Iteration 61Q: 3 clusters Score -1254845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1254844.875000 Penalty: 3094.581055
	Iteration 62Q: 3 clusters Score -1254845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1254845.500000 Penalty: 3094.581055
	Iteration 63Q: 3 clusters Score -1254846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1254845.625000 Penalty: 3094.581055
	Iteration 64Q: 3 clusters Score -1254846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1254846.500000 Penalty: 3094.581055
	Iteration 65Q: 3 clusters Score -1254846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1254847.000000 Penalty: 3094.581055
	Iteration 66Q: 3 clusters Score -1254847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1254845.875000 Penalty: 3094.581055
	Iteration 67Q: 3 clusters Score -1254846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1254845.375000 Penalty: 3094.581055
	Iteration 68Q: 3 clusters Score -1254845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1254845.375000 Penalty: 3094.581055
	Iteration 69Q: 3 clusters Score -1254845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1254848.000000 Penalty: 3094.581055
	Iteration 70Q: 3 clusters Score -1254848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1254848.625000 Penalty: 3094.581055
	Iteration 71Q: 3 clusters Score -1254849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1254849.375000 Penalty: 3094.581055
	Iteration 72Q: 3 clusters Score -1254849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1254848.250000 Penalty: 3094.581055
	Iteration 73Q: 3 clusters Score -1254848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1254847.375000 Penalty: 3094.581055
	Iteration 74Q: 3 clusters Score -1254847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1254849.500000 Penalty: 3094.581055
	Iteration 75Q: 3 clusters Score -1254850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1254849.500000 Penalty: 3094.581055
	Iteration 76F: 3 clusters Score -1254850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Entering Unmasked Estep 
Score: -603812.437500 Penalty: 1431.990356
	Iteration 0F: 2 clusters Score -603812.4 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 3338 members 
Entering Unmasked Estep 
Score: -598751.125000 Penalty: 2863.980713
	Iteration 0F: 3 clusters Score -598751.1 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -600262.687500 Penalty: 2863.980713
	Iteration 1F: 3 clusters Score -600262.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -600580.500000 Penalty: 2863.980713
	Iteration 2F: 3 clusters Score -600580.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -600828.562500 Penalty: 2863.980713
	Iteration 3F: 3 clusters Score -600828.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -601003.812500 Penalty: 2863.980713
	Iteration 4F: 3 clusters Score -601003.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -601141.000000 Penalty: 2863.980713
	Iteration 5Q: 3 clusters Score -601141 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -601266.687500 Penalty: 2863.980713
	Iteration 6Q: 3 clusters Score -601266.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -601377.687500 Penalty: 2863.980713
	Iteration 7Q: 3 clusters Score -601377.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -601486.937500 Penalty: 2863.980713
	Iteration 8Q: 3 clusters Score -601486.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -601586.187500 Penalty: 2863.980713
	Iteration 9Q: 3 clusters Score -601586.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -601685.937500 Penalty: 2863.980713
	Iteration 10Q: 3 clusters Score -601685.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -601790.687500 Penalty: 2863.980713
	Iteration 11Q: 3 clusters Score -601790.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -601899.312500 Penalty: 2863.980713
	Iteration 12Q: 3 clusters Score -601899.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -601978.312500 Penalty: 2863.980713
	Iteration 13Q: 3 clusters Score -601978.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -602051.437500 Penalty: 2863.980713
	Iteration 14Q: 3 clusters Score -602051.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -602112.375000 Penalty: 2863.980713
	Iteration 15Q: 3 clusters Score -602112.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -602156.812500 Penalty: 2863.980713
	Iteration 16Q: 3 clusters Score -602156.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -602195.750000 Penalty: 2863.980713
	Iteration 17Q: 3 clusters Score -602195.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -602235.625000 Penalty: 2863.980713
	Iteration 18Q: 3 clusters Score -602235.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -602274.812500 Penalty: 2863.980713
	Iteration 19Q: 3 clusters Score -602274.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -602307.562500 Penalty: 2863.980713
	Iteration 20F: 3 clusters Score -602307.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -602330.062500 Penalty: 2863.980713
	Iteration 21Q: 3 clusters Score -602330.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -602354.250000 Penalty: 2863.980713
	Iteration 22Q: 3 clusters Score -602354.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -602392.187500 Penalty: 2863.980713
	Iteration 23Q: 3 clusters Score -602392.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -602436.312500 Penalty: 2863.980713
	Iteration 24Q: 3 clusters Score -602436.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -602479.562500 Penalty: 2863.980713
	Iteration 25Q: 3 clusters Score -602479.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -602531.437500 Penalty: 2863.980713
	Iteration 26Q: 3 clusters Score -602531.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -602565.062500 Penalty: 2863.980713
	Iteration 27Q: 3 clusters Score -602565.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -602594.250000 Penalty: 2863.980713
	Iteration 28Q: 3 clusters Score -602594.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -602617.500000 Penalty: 2863.980713
	Iteration 29Q: 3 clusters Score -602617.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -602630.875000 Penalty: 2863.980713
	Iteration 30Q: 3 clusters Score -602630.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -602642.750000 Penalty: 2863.980713
	Iteration 31Q: 3 clusters Score -602642.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -602654.437500 Penalty: 2863.980713
	Iteration 32Q: 3 clusters Score -602654.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -602659.375000 Penalty: 2863.980713
	Iteration 33Q: 3 clusters Score -602659.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -602665.000000 Penalty: 2863.980713
	Iteration 34Q: 3 clusters Score -602665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -602669.250000 Penalty: 2863.980713
	Iteration 35Q: 3 clusters Score -602669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -602670.812500 Penalty: 2863.980713
	Iteration 36Q: 3 clusters Score -602670.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -602672.937500 Penalty: 2863.980713
	Iteration 37Q: 3 clusters Score -602672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -602672.937500 Penalty: 2863.980713
	Iteration 38F: 3 clusters Score -602672.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Entering Unmasked Estep 
Score: -7665244.500000 Penalty: 1829.491211
	Iteration 0F: 2 clusters Score -7665244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -7613889.500000 Penalty: 3658.982422
	Iteration 0F: 3 clusters Score -7613890 nChanged 36857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -7635093.000000 Penalty: 3658.982422
	Iteration 1F: 3 clusters Score -7635093 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -7635500.000000 Penalty: 3658.982422
	Iteration 2Q: 3 clusters Score -7635500 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -7635887.500000 Penalty: 3658.982422
	Iteration 3Q: 3 clusters Score -7635888 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -7636462.500000 Penalty: 3658.982422
	Iteration 4Q: 3 clusters Score -7636462 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -7637271.500000 Penalty: 3658.982422
	Iteration 5Q: 3 clusters Score -7637272 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -7638686.000000 Penalty: 3658.982422
	Iteration 6Q: 3 clusters Score -7638686 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -7640959.000000 Penalty: 3658.982422
	Iteration 7F: 3 clusters Score -7640959 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -7644177.000000 Penalty: 3658.982422
	Iteration 8F: 3 clusters Score -7644177 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -7647904.500000 Penalty: 3658.982422
	Iteration 9F: 3 clusters Score -7647904 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -7651249.000000 Penalty: 3658.982422
	Iteration 10F: 3 clusters Score -7651249 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -7653581.000000 Penalty: 3658.982422
	Iteration 11Q: 3 clusters Score -7653581 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -7655081.000000 Penalty: 3658.982422
	Iteration 12Q: 3 clusters Score -7655081 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -7656202.500000 Penalty: 3658.982422
	Iteration 13Q: 3 clusters Score -7656202 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -7657162.500000 Penalty: 3658.982422
	Iteration 14Q: 3 clusters Score -7657162 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -7658098.000000 Penalty: 3658.982422
	Iteration 15Q: 3 clusters Score -7658098 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -7659008.500000 Penalty: 3658.982422
	Iteration 16Q: 3 clusters Score -7659008 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -7659868.000000 Penalty: 3658.982422
	Iteration 17Q: 3 clusters Score -7659868 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -7660679.000000 Penalty: 3658.982422
	Iteration 18Q: 3 clusters Score -7660679 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -7661440.500000 Penalty: 3658.982422
	Iteration 19Q: 3 clusters Score -7661440 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 75436 members 
Entering Unmasked Estep 
Score: -7662119.500000 Penalty: 3658.982422
	Iteration 20F: 3 clusters Score -7662120 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 76178 members 
Entering Unmasked Estep 
Score: -7662679.500000 Penalty: 3658.982422
	Iteration 21Q: 3 clusters Score -7662680 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -7663098.500000 Penalty: 3658.982422
	Iteration 22Q: 3 clusters Score -7663098 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 77022 members 
Entering Unmasked Estep 
Score: -7663345.500000 Penalty: 3658.982422
	Iteration 23Q: 3 clusters Score -7663346 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -7663500.500000 Penalty: 3658.982422
	Iteration 24Q: 3 clusters Score -7663500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 77246 members 
Entering Unmasked Estep 
Score: -7663552.000000 Penalty: 3658.982422
	Iteration 25Q: 3 clusters Score -7663552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -7663585.500000 Penalty: 3658.982422
	Iteration 26Q: 3 clusters Score -7663586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -7663602.500000 Penalty: 3658.982422
	Iteration 27Q: 3 clusters Score -7663602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -7663615.500000 Penalty: 3658.982422
	Iteration 28Q: 3 clusters Score -7663616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 77304 members 
Entering Unmasked Estep 
Score: -7663623.000000 Penalty: 3658.982422
	Iteration 29Q: 3 clusters Score -7663623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -7663641.000000 Penalty: 3658.982422
	Iteration 30Q: 3 clusters Score -7663641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -7663646.000000 Penalty: 3658.982422
	Iteration 31Q: 3 clusters Score -7663646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -7663657.000000 Penalty: 3658.982422
	Iteration 32Q: 3 clusters Score -7663657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -7663657.000000 Penalty: 3658.982422
	Iteration 33F: 3 clusters Score -7663657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -82989.898438 Penalty: 1131.056519
	Iteration 0F: 2 clusters Score -82989.9 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 509 members 
Entering Unmasked Estep 
Score: -81559.304688 Penalty: 2262.113037
	Iteration 0F: 3 clusters Score -81559.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81906.343750 Penalty: 2262.113037
	Iteration 1F: 3 clusters Score -81906.34 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82044.757812 Penalty: 2262.113037
	Iteration 2F: 3 clusters Score -82044.76 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -82152.039062 Penalty: 2262.113037
	Iteration 3F: 3 clusters Score -82152.04 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82241.531250 Penalty: 2262.113037
	Iteration 4Q: 3 clusters Score -82241.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82312.210938 Penalty: 2262.113037
	Iteration 5Q: 3 clusters Score -82312.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82362.070312 Penalty: 2262.113037
	Iteration 6Q: 3 clusters Score -82362.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82418.742188 Penalty: 2262.113037
	Iteration 7Q: 3 clusters Score -82418.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82462.023438 Penalty: 2262.113037
	Iteration 8Q: 3 clusters Score -82462.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82501.421875 Penalty: 2262.113037
	Iteration 9Q: 3 clusters Score -82501.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -82514.507812 Penalty: 2262.113037
	Iteration 10Q: 3 clusters Score -82514.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82525.492188 Penalty: 2262.113037
	Iteration 11Q: 3 clusters Score -82525.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82529.554688 Penalty: 2262.113037
	Iteration 12Q: 3 clusters Score -82529.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82533.054688 Penalty: 2262.113037
	Iteration 13Q: 3 clusters Score -82533.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82535.578125 Penalty: 2262.113037
	Iteration 14Q: 3 clusters Score -82535.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82535.578125 Penalty: 2262.113037
	Iteration 15F: 3 clusters Score -82535.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 209480 members 
Mstep: Class 5 contains 35459 members 
Mstep: Class 6 contains 20054 members 
Mstep: Class 7 contains 10843 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86950 members 
Mstep: Class 10 contains 10872 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8540 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6356 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13654 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 77529 members 
Mstep: Class 23 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853732.000000 Penalty: 49689.800781
Iteration 119Q: 24 clusters Score -5.385373e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 209407 members 
Mstep: Class 5 contains 35461 members 
Mstep: Class 6 contains 20054 members 
Mstep: Class 7 contains 10844 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86953 members 
Mstep: Class 10 contains 10877 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8538 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6356 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13713 members 
Mstep: Class 21 contains 6724 members 
Mstep: Class 22 contains 77528 members 
Mstep: Class 23 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853656.000000 Penalty: 49689.800781
Iteration 120F: 24 clusters Score -5.385366e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 209334 members 
Mstep: Class 5 contains 35461 members 
Mstep: Class 6 contains 20057 members 
Mstep: Class 7 contains 10843 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86953 members 
Mstep: Class 10 contains 10884 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8537 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6356 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13773 members 
Mstep: Class 21 contains 6732 members 
Mstep: Class 22 contains 77528 members 
Mstep: Class 23 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853672.000000 Penalty: 49689.800781
Iteration 121Q: 24 clusters Score -5.385367e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 209268 members 
Mstep: Class 5 contains 35461 members 
Mstep: Class 6 contains 20058 members 
Mstep: Class 7 contains 10843 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86953 members 
Mstep: Class 10 contains 10891 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8536 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6356 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13829 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 77527 members 
Mstep: Class 23 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853636.000000 Penalty: 49689.800781
Iteration 122Q: 24 clusters Score -5.385364e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 9046 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 209203 members 
Mstep: Class 5 contains 35461 members 
Mstep: Class 6 contains 20058 members 
Mstep: Class 7 contains 10845 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86957 members 
Mstep: Class 10 contains 10895 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8534 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6355 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13877 members 
Mstep: Class 21 contains 6745 members 
Mstep: Class 22 contains 77527 members 
Mstep: Class 23 contains 1055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853660.000000 Penalty: 49689.800781
Iteration 123Q: 24 clusters Score -5.385366e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 9046 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 209135 members 
Mstep: Class 5 contains 35462 members 
Mstep: Class 6 contains 20056 members 
Mstep: Class 7 contains 10848 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86959 members 
Mstep: Class 10 contains 10905 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8534 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13927 members 
Mstep: Class 21 contains 6750 members 
Mstep: Class 22 contains 77527 members 
Mstep: Class 23 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853716.000000 Penalty: 49689.800781
Iteration 124Q: 24 clusters Score -5.385372e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 9046 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 209076 members 
Mstep: Class 5 contains 35463 members 
Mstep: Class 6 contains 20056 members 
Mstep: Class 7 contains 10850 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86958 members 
Mstep: Class 10 contains 10918 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8534 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 13975 members 
Mstep: Class 21 contains 6752 members 
Mstep: Class 22 contains 77526 members 
Mstep: Class 23 contains 1057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853692.000000 Penalty: 49689.800781
Iteration 125Q: 24 clusters Score -5.385369e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 9046 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 209007 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20063 members 
Mstep: Class 7 contains 10855 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86957 members 
Mstep: Class 10 contains 10931 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8533 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 20 contains 14034 members 
Mstep: Class 21 contains 6754 members 
Mstep: Class 22 contains 77524 members 
Mstep: Class 23 contains 1059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853696.000000 Penalty: 49689.800781
Iteration 126Q: 24 clusters Score -5.38537e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 9047 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 208938 members 
Mstep: Class 5 contains 35464 members 
Mstep: Class 6 contains 20069 members 
Mstep: Class 7 contains 10859 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86956 members 
Mstep: Class 10 contains 10938 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 11193 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8533 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 14107 members 
Mstep: Class 21 contains 6755 members 
Mstep: Class 22 contains 77524 members 
Mstep: Class 23 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853732.000000 Penalty: 49689.800781
Iteration 127Q: 24 clusters Score -5.385373e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 9047 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 208867 members 
Mstep: Class 5 contains 35467 members 
Mstep: Class 6 contains 20076 members 
Mstep: Class 7 contains 10858 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86956 members 
Mstep: Class 10 contains 10949 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 11195 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8533 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1602 members 
Mstep: Class 20 contains 14177 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 77522 members 
Mstep: Class 23 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853716.000000 Penalty: 49689.800781
Iteration 128Q: 24 clusters Score -5.385372e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 208805 members 
Mstep: Class 5 contains 35467 members 
Mstep: Class 6 contains 20083 members 
Mstep: Class 7 contains 10858 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86956 members 
Mstep: Class 10 contains 10955 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8532 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 1600 members 
Mstep: Class 20 contains 14240 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 77522 members 
Mstep: Class 23 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853760.000000 Penalty: 49689.800781
Iteration 129Q: 24 clusters Score -5.385376e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 9052 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 208739 members 
Mstep: Class 5 contains 35464 members 
Mstep: Class 6 contains 20090 members 
Mstep: Class 7 contains 10861 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86955 members 
Mstep: Class 10 contains 10961 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 14312 members 
Mstep: Class 21 contains 6763 members 
Mstep: Class 22 contains 77522 members 
Mstep: Class 23 contains 1066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853768.000000 Penalty: 49689.800781
Iteration 130Q: 24 clusters Score -5.385377e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 9053 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 208682 members 
Mstep: Class 5 contains 35460 members 
Mstep: Class 6 contains 20087 members 
Mstep: Class 7 contains 10860 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86955 members 
Mstep: Class 10 contains 10970 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 11193 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 14374 members 
Mstep: Class 21 contains 6768 members 
Mstep: Class 22 contains 77523 members 
Mstep: Class 23 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853740.000000 Penalty: 49689.800781
Iteration 131Q: 24 clusters Score -5.385374e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 9052 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 208611 members 
Mstep: Class 5 contains 35463 members 
Mstep: Class 6 contains 20086 members 
Mstep: Class 7 contains 10861 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86957 members 
Mstep: Class 10 contains 10974 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 11193 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 14437 members 
Mstep: Class 21 contains 6771 members 
Mstep: Class 22 contains 77522 members 
Mstep: Class 23 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853744.000000 Penalty: 49689.800781
Iteration 132Q: 24 clusters Score -5.385374e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 9053 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 208536 members 
Mstep: Class 5 contains 35467 members 
Mstep: Class 6 contains 20086 members 
Mstep: Class 7 contains 10863 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86959 members 
Mstep: Class 10 contains 10982 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 14502 members 
Mstep: Class 21 contains 6775 members 
Mstep: Class 22 contains 77522 members 
Mstep: Class 23 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853664.000000 Penalty: 49689.800781
Iteration 133Q: 24 clusters Score -5.385366e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 9053 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 208467 members 
Mstep: Class 5 contains 35470 members 
Mstep: Class 6 contains 20085 members 
Mstep: Class 7 contains 10865 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86960 members 
Mstep: Class 10 contains 10996 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 14562 members 
Mstep: Class 21 contains 6777 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853644.000000 Penalty: 49689.800781
Iteration 134Q: 24 clusters Score -5.385364e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 9055 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 208401 members 
Mstep: Class 5 contains 35470 members 
Mstep: Class 6 contains 20084 members 
Mstep: Class 7 contains 10865 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86961 members 
Mstep: Class 10 contains 11006 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 14616 members 
Mstep: Class 21 contains 6782 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853712.000000 Penalty: 49689.800781
Iteration 135Q: 24 clusters Score -5.385371e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 9056 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 208334 members 
Mstep: Class 5 contains 35471 members 
Mstep: Class 6 contains 20085 members 
Mstep: Class 7 contains 10866 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86962 members 
Mstep: Class 10 contains 11018 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 14676 members 
Mstep: Class 21 contains 6783 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853704.000000 Penalty: 49689.800781
Iteration 136Q: 24 clusters Score -5.38537e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 9056 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 208260 members 
Mstep: Class 5 contains 35472 members 
Mstep: Class 6 contains 20086 members 
Mstep: Class 7 contains 10867 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86962 members 
Mstep: Class 10 contains 11030 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 14738 members 
Mstep: Class 21 contains 6786 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853696.000000 Penalty: 49689.800781
Iteration 137Q: 24 clusters Score -5.38537e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 208188 members 
Mstep: Class 5 contains 35470 members 
Mstep: Class 6 contains 20087 members 
Mstep: Class 7 contains 10870 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86964 members 
Mstep: Class 10 contains 11043 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 14797 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853788.000000 Penalty: 49689.800781
Iteration 138Q: 24 clusters Score -5.385379e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 208116 members 
Mstep: Class 5 contains 35466 members 
Mstep: Class 6 contains 20093 members 
Mstep: Class 7 contains 10872 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86966 members 
Mstep: Class 10 contains 11058 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 14850 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853788.000000 Penalty: 49689.800781
Iteration 139Q: 24 clusters Score -5.385379e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 208048 members 
Mstep: Class 5 contains 35464 members 
Mstep: Class 6 contains 20095 members 
Mstep: Class 7 contains 10873 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86965 members 
Mstep: Class 10 contains 11067 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 14914 members 
Mstep: Class 21 contains 6790 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853792.000000 Penalty: 49689.800781
Iteration 140F: 24 clusters Score -5.385379e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 207978 members 
Mstep: Class 5 contains 35464 members 
Mstep: Class 6 contains 20099 members 
Mstep: Class 7 contains 10873 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86967 members 
Mstep: Class 10 contains 11080 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 14973 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 77516 members 
Mstep: Class 23 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853880.000000 Penalty: 49689.800781
Iteration 141Q: 24 clusters Score -5.385388e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 207903 members 
Mstep: Class 5 contains 35464 members 
Mstep: Class 6 contains 20104 members 
Mstep: Class 7 contains 10876 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86970 members 
Mstep: Class 10 contains 11090 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15032 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 77516 members 
Mstep: Class 23 contains 1086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853892.000000 Penalty: 49689.800781
Iteration 142Q: 24 clusters Score -5.385389e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 207832 members 
Mstep: Class 5 contains 35462 members 
Mstep: Class 6 contains 20106 members 
Mstep: Class 7 contains 10878 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86970 members 
Mstep: Class 10 contains 11095 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15098 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853900.000000 Penalty: 49689.800781
Iteration 143Q: 24 clusters Score -5.38539e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 207762 members 
Mstep: Class 5 contains 35463 members 
Mstep: Class 6 contains 20109 members 
Mstep: Class 7 contains 10882 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86973 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15152 members 
Mstep: Class 21 contains 6799 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853828.000000 Penalty: 49689.800781
Iteration 144Q: 24 clusters Score -5.385383e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 207701 members 
Mstep: Class 5 contains 35463 members 
Mstep: Class 6 contains 20113 members 
Mstep: Class 7 contains 10881 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86974 members 
Mstep: Class 10 contains 11112 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15201 members 
Mstep: Class 21 contains 6803 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853808.000000 Penalty: 49689.800781
Iteration 145Q: 24 clusters Score -5.385381e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 207639 members 
Mstep: Class 5 contains 35464 members 
Mstep: Class 6 contains 20113 members 
Mstep: Class 7 contains 10884 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86975 members 
Mstep: Class 10 contains 11122 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15244 members 
Mstep: Class 21 contains 6809 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853784.000000 Penalty: 49689.800781
Iteration 146Q: 24 clusters Score -5.385378e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 9058 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 207574 members 
Mstep: Class 5 contains 35464 members 
Mstep: Class 6 contains 20113 members 
Mstep: Class 7 contains 10887 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86978 members 
Mstep: Class 10 contains 11131 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15288 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853792.000000 Penalty: 49689.800781
Iteration 147Q: 24 clusters Score -5.385379e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 9059 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 207517 members 
Mstep: Class 5 contains 35463 members 
Mstep: Class 6 contains 20113 members 
Mstep: Class 7 contains 10891 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86980 members 
Mstep: Class 10 contains 11141 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8527 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15337 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853796.000000 Penalty: 49689.800781
Iteration 148Q: 24 clusters Score -5.38538e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 9059 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 207455 members 
Mstep: Class 5 contains 35464 members 
Mstep: Class 6 contains 20117 members 
Mstep: Class 7 contains 10895 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86984 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8525 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15378 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853856.000000 Penalty: 49689.800781
Iteration 149Q: 24 clusters Score -5.385386e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 207396 members 
Mstep: Class 5 contains 35464 members 
Mstep: Class 6 contains 20118 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86984 members 
Mstep: Class 10 contains 11169 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8525 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15415 members 
Mstep: Class 21 contains 6816 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853796.000000 Penalty: 49689.800781
Iteration 150Q: 24 clusters Score -5.38538e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 207344 members 
Mstep: Class 5 contains 35463 members 
Mstep: Class 6 contains 20120 members 
Mstep: Class 7 contains 10903 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86985 members 
Mstep: Class 10 contains 11182 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8525 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15450 members 
Mstep: Class 21 contains 6818 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853800.000000 Penalty: 49689.800781
Iteration 151Q: 24 clusters Score -5.38538e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 207296 members 
Mstep: Class 5 contains 35463 members 
Mstep: Class 6 contains 20125 members 
Mstep: Class 7 contains 10907 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86985 members 
Mstep: Class 10 contains 11191 members 
Mstep: Class 11 contains 1098 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8525 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15478 members 
Mstep: Class 21 contains 6820 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853800.000000 Penalty: 49689.800781
Iteration 152Q: 24 clusters Score -5.38538e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 207240 members 
Mstep: Class 5 contains 35464 members 
Mstep: Class 6 contains 20129 members 
Mstep: Class 7 contains 10912 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86987 members 
Mstep: Class 10 contains 11203 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8525 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15510 members 
Mstep: Class 21 contains 6820 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853812.000000 Penalty: 49689.800781
Iteration 153Q: 24 clusters Score -5.385381e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 207187 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20130 members 
Mstep: Class 7 contains 10914 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86988 members 
Mstep: Class 10 contains 11217 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8526 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15546 members 
Mstep: Class 21 contains 6821 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853836.000000 Penalty: 49689.800781
Iteration 154Q: 24 clusters Score -5.385384e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 207138 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20131 members 
Mstep: Class 7 contains 10917 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86988 members 
Mstep: Class 10 contains 11227 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8526 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15579 members 
Mstep: Class 21 contains 6822 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853780.000000 Penalty: 49689.800781
Iteration 155Q: 24 clusters Score -5.385378e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 9059 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 207087 members 
Mstep: Class 5 contains 35463 members 
Mstep: Class 6 contains 20130 members 
Mstep: Class 7 contains 10916 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86988 members 
Mstep: Class 10 contains 11237 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8526 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 15617 members 
Mstep: Class 21 contains 6825 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853812.000000 Penalty: 49689.800781
Iteration 156Q: 24 clusters Score -5.385381e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 207033 members 
Mstep: Class 5 contains 35464 members 
Mstep: Class 6 contains 20132 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86989 members 
Mstep: Class 10 contains 11249 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8526 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15649 members 
Mstep: Class 21 contains 6828 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853780.000000 Penalty: 49689.800781
Iteration 157Q: 24 clusters Score -5.385378e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206995 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 10927 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86987 members 
Mstep: Class 10 contains 11266 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8527 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15666 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853800.000000 Penalty: 49689.800781
Iteration 158Q: 24 clusters Score -5.38538e+07 nChanged 75
Entering ConstructFrom: 
Score: -53853800.000000 Penalty: 49689.800781
Entering ConstructFrom: 
Trying to split cluster 1 (65976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Entering Unmasked Estep 
Score: -6000221.000000 Penalty: 1803.270020
	Iteration 0F: 2 clusters Score -6000221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -5956194.000000 Penalty: 3606.540039
	Iteration 0F: 3 clusters Score -5956194 nChanged 31137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -5974134.500000 Penalty: 3606.540039
	Iteration 1F: 3 clusters Score -5974134 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -5975055.500000 Penalty: 3606.540039
	Iteration 2Q: 3 clusters Score -5975056 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -5976603.500000 Penalty: 3606.540039
	Iteration 3Q: 3 clusters Score -5976604 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5978944.000000 Penalty: 3606.540039
	Iteration 4F: 3 clusters Score -5978944 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -5982501.500000 Penalty: 3606.540039
	Iteration 5F: 3 clusters Score -5982502 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -5987145.500000 Penalty: 3606.540039
	Iteration 6F: 3 clusters Score -5987146 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -5991514.000000 Penalty: 3606.540039
	Iteration 7F: 3 clusters Score -5991514 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -5994650.000000 Penalty: 3606.540039
	Iteration 8F: 3 clusters Score -5994650 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -5996296.500000 Penalty: 3606.540039
	Iteration 9Q: 3 clusters Score -5996296 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -5997160.500000 Penalty: 3606.540039
	Iteration 10Q: 3 clusters Score -5997160 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -5997621.000000 Penalty: 3606.540039
	Iteration 11Q: 3 clusters Score -5997621 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -5997902.500000 Penalty: 3606.540039
	Iteration 12Q: 3 clusters Score -5997902 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -5998051.000000 Penalty: 3606.540039
	Iteration 13Q: 3 clusters Score -5998051 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
Score: -5998205.500000 Penalty: 3606.540039
	Iteration 14Q: 3 clusters Score -5998206 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -5998343.500000 Penalty: 3606.540039
	Iteration 15Q: 3 clusters Score -5998344 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -5998480.500000 Penalty: 3606.540039
	Iteration 16Q: 3 clusters Score -5998480 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -5998595.500000 Penalty: 3606.540039
	Iteration 17Q: 3 clusters Score -5998596 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -5998698.000000 Penalty: 3606.540039
	Iteration 18Q: 3 clusters Score -5998698 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -5998797.000000 Penalty: 3606.540039
	Iteration 19Q: 3 clusters Score -5998797 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -5998855.500000 Penalty: 3606.540039
	Iteration 20F: 3 clusters Score -5998856 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -5998937.000000 Penalty: 3606.540039
	Iteration 21Q: 3 clusters Score -5998937 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -5998990.000000 Penalty: 3606.540039
	Iteration 22Q: 3 clusters Score -5998990 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -5999035.500000 Penalty: 3606.540039
	Iteration 23Q: 3 clusters Score -5999036 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -5999075.500000 Penalty: 3606.540039
	Iteration 24Q: 3 clusters Score -5999076 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -5999132.500000 Penalty: 3606.540039
	Iteration 25Q: 3 clusters Score -5999132 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -5999170.500000 Penalty: 3606.540039
	Iteration 26Q: 3 clusters Score -5999170 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -5999253.000000 Penalty: 3606.540039
	Iteration 27Q: 3 clusters Score -5999253 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 63612 members 
Entering Unmasked Estep 
Score: -5999324.000000 Penalty: 3606.540039
	Iteration 28Q: 3 clusters Score -5999324 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -5999396.500000 Penalty: 3606.540039
	Iteration 29Q: 3 clusters Score -5999396 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -5999498.000000 Penalty: 3606.540039
	Iteration 30Q: 3 clusters Score -5999498 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -5999614.000000 Penalty: 3606.540039
	Iteration 31Q: 3 clusters Score -5999614 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 63962 members 
Entering Unmasked Estep 
Score: -5999709.500000 Penalty: 3606.540039
	Iteration 32Q: 3 clusters Score -5999710 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -5999786.000000 Penalty: 3606.540039
	Iteration 33Q: 3 clusters Score -5999786 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -5999831.000000 Penalty: 3606.540039
	Iteration 34Q: 3 clusters Score -5999831 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -5999859.000000 Penalty: 3606.540039
	Iteration 35Q: 3 clusters Score -5999859 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -5999873.000000 Penalty: 3606.540039
	Iteration 36Q: 3 clusters Score -5999873 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -5999897.500000 Penalty: 3606.540039
	Iteration 37Q: 3 clusters Score -5999898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -5999910.000000 Penalty: 3606.540039
	Iteration 38Q: 3 clusters Score -5999910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -5999922.000000 Penalty: 3606.540039
	Iteration 39Q: 3 clusters Score -5999922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -5999936.500000 Penalty: 3606.540039
	Iteration 40F: 3 clusters Score -5999936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -5999940.000000 Penalty: 3606.540039
	Iteration 41Q: 3 clusters Score -5999940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -5999951.500000 Penalty: 3606.540039
	Iteration 42Q: 3 clusters Score -5999952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -5999966.500000 Penalty: 3606.540039
	Iteration 43Q: 3 clusters Score -5999966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 64159 members 
Entering Unmasked Estep 
Score: -5999968.000000 Penalty: 3606.540039
	Iteration 44Q: 3 clusters Score -5999968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -5999966.000000 Penalty: 3606.540039
	Iteration 45Q: 3 clusters Score -5999966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -5999964.000000 Penalty: 3606.540039
	Iteration 46Q: 3 clusters Score -5999964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -5999973.500000 Penalty: 3606.540039
	Iteration 47Q: 3 clusters Score -5999974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -5999970.500000 Penalty: 3606.540039
	Iteration 48Q: 3 clusters Score -5999970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -5999969.500000 Penalty: 3606.540039
	Iteration 49Q: 3 clusters Score -5999970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 64141 members 
Entering Unmasked Estep 
Score: -5999970.000000 Penalty: 3606.540039
	Iteration 50Q: 3 clusters Score -5999970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 64141 members 
Entering Unmasked Estep 
Score: -5999969.000000 Penalty: 3606.540039
	Iteration 51Q: 3 clusters Score -5999969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -5999970.500000 Penalty: 3606.540039
	Iteration 52Q: 3 clusters Score -5999970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -5999970.500000 Penalty: 3606.540039
	Iteration 53F: 3 clusters Score -5999970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Entering Unmasked Estep 
Score: -845497.500000 Penalty: 1480.639038
	Iteration 0F: 2 clusters Score -845497.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -838992.312500 Penalty: 2961.278076
	Iteration 0F: 3 clusters Score -838992.3 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -841005.375000 Penalty: 2961.278076
	Iteration 1F: 3 clusters Score -841005.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -841209.375000 Penalty: 2961.278076
	Iteration 2F: 3 clusters Score -841209.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -841364.562500 Penalty: 2961.278076
	Iteration 3Q: 3 clusters Score -841364.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -841520.812500 Penalty: 2961.278076
	Iteration 4Q: 3 clusters Score -841520.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -841650.375000 Penalty: 2961.278076
	Iteration 5Q: 3 clusters Score -841650.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -841761.687500 Penalty: 2961.278076
	Iteration 6Q: 3 clusters Score -841761.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -841874.687500 Penalty: 2961.278076
	Iteration 7Q: 3 clusters Score -841874.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -841974.750000 Penalty: 2961.278076
	Iteration 8Q: 3 clusters Score -841974.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -842058.875000 Penalty: 2961.278076
	Iteration 9Q: 3 clusters Score -842058.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -842137.062500 Penalty: 2961.278076
	Iteration 10Q: 3 clusters Score -842137.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -842217.937500 Penalty: 2961.278076
	Iteration 11Q: 3 clusters Score -842217.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -842305.750000 Penalty: 2961.278076
	Iteration 12Q: 3 clusters Score -842305.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -842417.750000 Penalty: 2961.278076
	Iteration 13Q: 3 clusters Score -842417.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -842522.812500 Penalty: 2961.278076
	Iteration 14Q: 3 clusters Score -842522.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -842629.562500 Penalty: 2961.278076
	Iteration 15Q: 3 clusters Score -842629.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -842735.312500 Penalty: 2961.278076
	Iteration 16Q: 3 clusters Score -842735.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -842842.750000 Penalty: 2961.278076
	Iteration 17Q: 3 clusters Score -842842.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -842946.125000 Penalty: 2961.278076
	Iteration 18Q: 3 clusters Score -842946.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -843035.750000 Penalty: 2961.278076
	Iteration 19Q: 3 clusters Score -843035.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -843108.187500 Penalty: 2961.278076
	Iteration 20F: 3 clusters Score -843108.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -843159.312500 Penalty: 2961.278076
	Iteration 21Q: 3 clusters Score -843159.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -843203.000000 Penalty: 2961.278076
	Iteration 22Q: 3 clusters Score -843203 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -843231.500000 Penalty: 2961.278076
	Iteration 23Q: 3 clusters Score -843231.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -843249.437500 Penalty: 2961.278076
	Iteration 24Q: 3 clusters Score -843249.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -843264.250000 Penalty: 2961.278076
	Iteration 25Q: 3 clusters Score -843264.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -843274.125000 Penalty: 2961.278076
	Iteration 26Q: 3 clusters Score -843274.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -843285.875000 Penalty: 2961.278076
	Iteration 27Q: 3 clusters Score -843285.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -843302.250000 Penalty: 2961.278076
	Iteration 28Q: 3 clusters Score -843302.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -843319.562500 Penalty: 2961.278076
	Iteration 29Q: 3 clusters Score -843319.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -843342.562500 Penalty: 2961.278076
	Iteration 30Q: 3 clusters Score -843342.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -843363.125000 Penalty: 2961.278076
	Iteration 31Q: 3 clusters Score -843363.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -843382.562500 Penalty: 2961.278076
	Iteration 32Q: 3 clusters Score -843382.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -843400.375000 Penalty: 2961.278076
	Iteration 33Q: 3 clusters Score -843400.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -843424.625000 Penalty: 2961.278076
	Iteration 34Q: 3 clusters Score -843424.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -843441.062500 Penalty: 2961.278076
	Iteration 35Q: 3 clusters Score -843441.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -843455.875000 Penalty: 2961.278076
	Iteration 36Q: 3 clusters Score -843455.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -843472.875000 Penalty: 2961.278076
	Iteration 37Q: 3 clusters Score -843472.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -843497.437500 Penalty: 2961.278076
	Iteration 38Q: 3 clusters Score -843497.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -843519.500000 Penalty: 2961.278076
	Iteration 39Q: 3 clusters Score -843519.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -843536.875000 Penalty: 2961.278076
	Iteration 40F: 3 clusters Score -843536.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -843550.812500 Penalty: 2961.278076
	Iteration 41Q: 3 clusters Score -843550.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -843567.250000 Penalty: 2961.278076
	Iteration 42Q: 3 clusters Score -843567.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -843578.187500 Penalty: 2961.278076
	Iteration 43Q: 3 clusters Score -843578.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -843589.000000 Penalty: 2961.278076
	Iteration 44Q: 3 clusters Score -843589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -843593.250000 Penalty: 2961.278076
	Iteration 45Q: 3 clusters Score -843593.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -843604.812500 Penalty: 2961.278076
	Iteration 46Q: 3 clusters Score -843604.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -843610.437500 Penalty: 2961.278076
	Iteration 47Q: 3 clusters Score -843610.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -843615.437500 Penalty: 2961.278076
	Iteration 48Q: 3 clusters Score -843615.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -843618.812500 Penalty: 2961.278076
	Iteration 49Q: 3 clusters Score -843618.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -843626.187500 Penalty: 2961.278076
	Iteration 50Q: 3 clusters Score -843626.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -843630.875000 Penalty: 2961.278076
	Iteration 51Q: 3 clusters Score -843630.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -843633.625000 Penalty: 2961.278076
	Iteration 52Q: 3 clusters Score -843633.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -843638.000000 Penalty: 2961.278076
	Iteration 53Q: 3 clusters Score -843638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -843640.437500 Penalty: 2961.278076
	Iteration 54Q: 3 clusters Score -843640.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -843645.437500 Penalty: 2961.278076
	Iteration 55Q: 3 clusters Score -843645.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -843649.375000 Penalty: 2961.278076
	Iteration 56Q: 3 clusters Score -843649.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -843655.437500 Penalty: 2961.278076
	Iteration 57Q: 3 clusters Score -843655.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -843663.000000 Penalty: 2961.278076
	Iteration 58Q: 3 clusters Score -843663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -843673.437500 Penalty: 2961.278076
	Iteration 59Q: 3 clusters Score -843673.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -843681.375000 Penalty: 2961.278076
	Iteration 60F: 3 clusters Score -843681.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -843690.750000 Penalty: 2961.278076
	Iteration 61Q: 3 clusters Score -843690.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -843696.500000 Penalty: 2961.278076
	Iteration 62Q: 3 clusters Score -843696.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -843702.687500 Penalty: 2961.278076
	Iteration 63Q: 3 clusters Score -843702.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -843709.562500 Penalty: 2961.278076
	Iteration 64Q: 3 clusters Score -843709.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -843718.250000 Penalty: 2961.278076
	Iteration 65Q: 3 clusters Score -843718.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -843724.625000 Penalty: 2961.278076
	Iteration 66Q: 3 clusters Score -843724.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -843730.875000 Penalty: 2961.278076
	Iteration 67Q: 3 clusters Score -843730.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -843736.187500 Penalty: 2961.278076
	Iteration 68Q: 3 clusters Score -843736.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -843745.937500 Penalty: 2961.278076
	Iteration 69Q: 3 clusters Score -843745.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -843751.000000 Penalty: 2961.278076
	Iteration 70Q: 3 clusters Score -843751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -843754.062500 Penalty: 2961.278076
	Iteration 71Q: 3 clusters Score -843754.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -843759.625000 Penalty: 2961.278076
	Iteration 72Q: 3 clusters Score -843759.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -843768.000000 Penalty: 2961.278076
	Iteration 73Q: 3 clusters Score -843768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -843772.375000 Penalty: 2961.278076
	Iteration 74Q: 3 clusters Score -843772.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -843776.187500 Penalty: 2961.278076
	Iteration 75Q: 3 clusters Score -843776.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -843783.125000 Penalty: 2961.278076
	Iteration 76Q: 3 clusters Score -843783.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -843791.562500 Penalty: 2961.278076
	Iteration 77Q: 3 clusters Score -843791.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -843795.812500 Penalty: 2961.278076
	Iteration 78Q: 3 clusters Score -843795.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -843800.437500 Penalty: 2961.278076
	Iteration 79Q: 3 clusters Score -843800.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -843802.937500 Penalty: 2961.278076
	Iteration 80F: 3 clusters Score -843802.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -843808.625000 Penalty: 2961.278076
	Iteration 81Q: 3 clusters Score -843808.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -843813.250000 Penalty: 2961.278076
	Iteration 82Q: 3 clusters Score -843813.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -843817.437500 Penalty: 2961.278076
	Iteration 83Q: 3 clusters Score -843817.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -843822.437500 Penalty: 2961.278076
	Iteration 84Q: 3 clusters Score -843822.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -843829.625000 Penalty: 2961.278076
	Iteration 85Q: 3 clusters Score -843829.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -843836.000000 Penalty: 2961.278076
	Iteration 86Q: 3 clusters Score -843836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -843842.562500 Penalty: 2961.278076
	Iteration 87Q: 3 clusters Score -843842.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -843846.937500 Penalty: 2961.278076
	Iteration 88Q: 3 clusters Score -843846.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -843851.937500 Penalty: 2961.278076
	Iteration 89Q: 3 clusters Score -843851.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -843854.312500 Penalty: 2961.278076
	Iteration 90Q: 3 clusters Score -843854.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -843857.937500 Penalty: 2961.278076
	Iteration 91Q: 3 clusters Score -843857.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -843861.187500 Penalty: 2961.278076
	Iteration 92Q: 3 clusters Score -843861.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -843865.375000 Penalty: 2961.278076
	Iteration 93Q: 3 clusters Score -843865.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -843867.062500 Penalty: 2961.278076
	Iteration 94Q: 3 clusters Score -843867.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -843869.500000 Penalty: 2961.278076
	Iteration 95Q: 3 clusters Score -843869.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -843871.250000 Penalty: 2961.278076
	Iteration 96Q: 3 clusters Score -843871.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -843874.312500 Penalty: 2961.278076
	Iteration 97Q: 3 clusters Score -843874.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -843877.437500 Penalty: 2961.278076
	Iteration 98Q: 3 clusters Score -843877.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -843879.187500 Penalty: 2961.278076
	Iteration 99Q: 3 clusters Score -843879.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -843883.562500 Penalty: 2961.278076
	Iteration 100F: 3 clusters Score -843883.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -843885.250000 Penalty: 2961.278076
	Iteration 101Q: 3 clusters Score -843885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -843886.125000 Penalty: 2961.278076
	Iteration 102Q: 3 clusters Score -843886.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -843887.625000 Penalty: 2961.278076
	Iteration 103Q: 3 clusters Score -843887.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -843889.187500 Penalty: 2961.278076
	Iteration 104Q: 3 clusters Score -843889.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -843891.687500 Penalty: 2961.278076
	Iteration 105Q: 3 clusters Score -843891.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -843893.000000 Penalty: 2961.278076
	Iteration 106Q: 3 clusters Score -843893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -843896.250000 Penalty: 2961.278076
	Iteration 107Q: 3 clusters Score -843896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -843898.000000 Penalty: 2961.278076
	Iteration 108Q: 3 clusters Score -843898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -843901.812500 Penalty: 2961.278076
	Iteration 109Q: 3 clusters Score -843901.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -843901.312500 Penalty: 2961.278076
	Iteration 110Q: 3 clusters Score -843901.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -843905.625000 Penalty: 2961.278076
	Iteration 111Q: 3 clusters Score -843905.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -843908.125000 Penalty: 2961.278076
	Iteration 112Q: 3 clusters Score -843908.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -843909.125000 Penalty: 2961.278076
	Iteration 113Q: 3 clusters Score -843909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -843910.562500 Penalty: 2961.278076
	Iteration 114Q: 3 clusters Score -843910.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -843913.062500 Penalty: 2961.278076
	Iteration 115Q: 3 clusters Score -843913.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -843914.187500 Penalty: 2961.278076
	Iteration 116Q: 3 clusters Score -843914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -843913.625000 Penalty: 2961.278076
	Iteration 117Q: 3 clusters Score -843913.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -843917.312500 Penalty: 2961.278076
	Iteration 118Q: 3 clusters Score -843917.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -843916.937500 Penalty: 2961.278076
	Iteration 119Q: 3 clusters Score -843916.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -843920.187500 Penalty: 2961.278076
	Iteration 120F: 3 clusters Score -843920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -843920.625000 Penalty: 2961.278076
	Iteration 121Q: 3 clusters Score -843920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -843921.750000 Penalty: 2961.278076
	Iteration 122Q: 3 clusters Score -843921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -843920.500000 Penalty: 2961.278076
	Iteration 123Q: 3 clusters Score -843920.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -843920.062500 Penalty: 2961.278076
	Iteration 124Q: 3 clusters Score -843920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -843920.500000 Penalty: 2961.278076
	Iteration 125Q: 3 clusters Score -843920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -843921.250000 Penalty: 2961.278076
	Iteration 126Q: 3 clusters Score -843921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -843923.187500 Penalty: 2961.278076
	Iteration 127Q: 3 clusters Score -843923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -843923.625000 Penalty: 2961.278076
	Iteration 128Q: 3 clusters Score -843923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -843924.500000 Penalty: 2961.278076
	Iteration 129Q: 3 clusters Score -843924.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -843925.500000 Penalty: 2961.278076
	Iteration 130Q: 3 clusters Score -843925.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -843927.875000 Penalty: 2961.278076
	Iteration 131Q: 3 clusters Score -843927.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -843928.687500 Penalty: 2961.278076
	Iteration 132Q: 3 clusters Score -843928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -843928.375000 Penalty: 2961.278076
	Iteration 133Q: 3 clusters Score -843928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -843927.687500 Penalty: 2961.278076
	Iteration 134Q: 3 clusters Score -843927.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -843927.875000 Penalty: 2961.278076
	Iteration 135Q: 3 clusters Score -843927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -843929.000000 Penalty: 2961.278076
	Iteration 136Q: 3 clusters Score -843929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -843929.625000 Penalty: 2961.278076
	Iteration 137Q: 3 clusters Score -843929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -843930.812500 Penalty: 2961.278076
	Iteration 138Q: 3 clusters Score -843930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -843931.250000 Penalty: 2961.278076
	Iteration 139Q: 3 clusters Score -843931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -843930.312500 Penalty: 2961.278076
	Iteration 140F: 3 clusters Score -843930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -843931.687500 Penalty: 2961.278076
	Iteration 141Q: 3 clusters Score -843931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -843933.437500 Penalty: 2961.278076
	Iteration 142Q: 3 clusters Score -843933.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -843934.875000 Penalty: 2961.278076
	Iteration 143Q: 3 clusters Score -843934.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -843935.437500 Penalty: 2961.278076
	Iteration 144Q: 3 clusters Score -843935.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -843937.562500 Penalty: 2961.278076
	Iteration 145Q: 3 clusters Score -843937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -843937.187500 Penalty: 2961.278076
	Iteration 146Q: 3 clusters Score -843937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -843938.625000 Penalty: 2961.278076
	Iteration 147Q: 3 clusters Score -843938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -843939.000000 Penalty: 2961.278076
	Iteration 148Q: 3 clusters Score -843939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -843939.250000 Penalty: 2961.278076
	Iteration 149Q: 3 clusters Score -843939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -843939.750000 Penalty: 2961.278076
	Iteration 150Q: 3 clusters Score -843939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -843939.437500 Penalty: 2961.278076
	Iteration 151Q: 3 clusters Score -843939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -843941.000000 Penalty: 2961.278076
	Iteration 152Q: 3 clusters Score -843941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -843942.187500 Penalty: 2961.278076
	Iteration 153Q: 3 clusters Score -843942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -843943.812500 Penalty: 2961.278076
	Iteration 154Q: 3 clusters Score -843943.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -843946.000000 Penalty: 2961.278076
	Iteration 155Q: 3 clusters Score -843946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -843944.937500 Penalty: 2961.278076
	Iteration 156Q: 3 clusters Score -843944.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -843950.000000 Penalty: 2961.278076
	Iteration 157Q: 3 clusters Score -843950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -843949.812500 Penalty: 2961.278076
	Iteration 158Q: 3 clusters Score -843949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -843949.750000 Penalty: 2961.278076
	Iteration 159Q: 3 clusters Score -843949.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -843952.875000 Penalty: 2961.278076
	Iteration 160F: 3 clusters Score -843952.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -843955.937500 Penalty: 2961.278076
	Iteration 161Q: 3 clusters Score -843955.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -843957.125000 Penalty: 2961.278076
	Iteration 162Q: 3 clusters Score -843957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -843955.375000 Penalty: 2961.278076
	Iteration 163Q: 3 clusters Score -843955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -843957.687500 Penalty: 2961.278076
	Iteration 164Q: 3 clusters Score -843957.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -843959.125000 Penalty: 2961.278076
	Iteration 165Q: 3 clusters Score -843959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -843960.125000 Penalty: 2961.278076
	Iteration 166Q: 3 clusters Score -843960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -843961.687500 Penalty: 2961.278076
	Iteration 167Q: 3 clusters Score -843961.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -843961.250000 Penalty: 2961.278076
	Iteration 168Q: 3 clusters Score -843961.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -843960.687500 Penalty: 2961.278076
	Iteration 169Q: 3 clusters Score -843960.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -843960.687500 Penalty: 2961.278076
	Iteration 170F: 3 clusters Score -843960.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Entering Unmasked Estep 
Score: -860389.000000 Penalty: 1475.018677
	Iteration 0F: 2 clusters Score -860389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -854012.125000 Penalty: 2950.037354
	Iteration 0F: 3 clusters Score -854012.1 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -856118.125000 Penalty: 2950.037354
	Iteration 1F: 3 clusters Score -856118.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -856517.437500 Penalty: 2950.037354
	Iteration 2F: 3 clusters Score -856517.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -857126.187500 Penalty: 2950.037354
	Iteration 3F: 3 clusters Score -857126.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -857951.750000 Penalty: 2950.037354
	Iteration 4F: 3 clusters Score -857951.8 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -858804.750000 Penalty: 2950.037354
	Iteration 5F: 3 clusters Score -858804.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -859440.125000 Penalty: 2950.037354
	Iteration 6F: 3 clusters Score -859440.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -859884.000000 Penalty: 2950.037354
	Iteration 7F: 3 clusters Score -859884 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -860211.000000 Penalty: 2950.037354
	Iteration 8Q: 3 clusters Score -860211 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -860555.937500 Penalty: 2950.037354
	Iteration 9Q: 3 clusters Score -860555.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -860825.187500 Penalty: 2950.037354
	Iteration 10Q: 3 clusters Score -860825.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -860942.312500 Penalty: 2950.037354
	Iteration 11Q: 3 clusters Score -860942.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -860991.437500 Penalty: 2950.037354
	Iteration 12Q: 3 clusters Score -860991.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -861019.687500 Penalty: 2950.037354
	Iteration 13Q: 3 clusters Score -861019.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -861027.812500 Penalty: 2950.037354
	Iteration 14Q: 3 clusters Score -861027.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -861032.437500 Penalty: 2950.037354
	Iteration 15Q: 3 clusters Score -861032.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -861035.000000 Penalty: 2950.037354
	Iteration 16Q: 3 clusters Score -861035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -861037.875000 Penalty: 2950.037354
	Iteration 17Q: 3 clusters Score -861037.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -861041.000000 Penalty: 2950.037354
	Iteration 18Q: 3 clusters Score -861041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -861040.437500 Penalty: 2950.037354
	Iteration 19Q: 3 clusters Score -861040.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -861042.000000 Penalty: 2950.037354
	Iteration 20F: 3 clusters Score -861042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -861043.500000 Penalty: 2950.037354
	Iteration 21Q: 3 clusters Score -861043.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -861043.500000 Penalty: 2950.037354
	Iteration 22F: 3 clusters Score -861043.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 206955 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20141 members 
Mstep: Class 7 contains 10934 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86987 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8524 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15684 members 
Mstep: Class 21 contains 6832 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 6694 members 
Entering Unmasked Estep 
Score: -53853692.000000 Penalty: 51850.226562
Splitting cluster 3 changes total score from -53853800.000000 to -53853692.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (206955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206955 members 
Entering Unmasked Estep 
Score: -18944082.000000 Penalty: 1989.041626
	Iteration 0F: 2 clusters Score -1.894408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103790 members 
Mstep: Class 2 contains 103165 members 
Entering Unmasked Estep 
Score: -18806594.000000 Penalty: 3978.083252
	Iteration 0F: 3 clusters Score -1.880659e+07 nChanged 100544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112264 members 
Mstep: Class 2 contains 94691 members 
Entering Unmasked Estep 
Score: -18867254.000000 Penalty: 3978.083252
	Iteration 1F: 3 clusters Score -1.886725e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117997 members 
Mstep: Class 2 contains 88958 members 
Entering Unmasked Estep 
Score: -18869440.000000 Penalty: 3978.083252
	Iteration 2Q: 3 clusters Score -1.886944e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126633 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -18873582.000000 Penalty: 3978.083252
	Iteration 3Q: 3 clusters Score -1.887358e+07 nChanged 13494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139101 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -18881672.000000 Penalty: 3978.083252
	Iteration 4F: 3 clusters Score -1.888167e+07 nChanged 17220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -18895414.000000 Penalty: 3978.083252
	Iteration 5F: 3 clusters Score -1.889541e+07 nChanged 18767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173718 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -18912428.000000 Penalty: 3978.083252
	Iteration 6F: 3 clusters Score -1.891243e+07 nChanged 15551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188979 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -18926808.000000 Penalty: 3978.083252
	Iteration 7F: 3 clusters Score -1.892681e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198486 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -18935604.000000 Penalty: 3978.083252
	Iteration 8Q: 3 clusters Score -1.89356e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203356 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -18939618.000000 Penalty: 3978.083252
	Iteration 9Q: 3 clusters Score -1.893962e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205394 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -18941248.000000 Penalty: 3978.083252
	Iteration 10Q: 3 clusters Score -1.894125e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206120 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -18941910.000000 Penalty: 3978.083252
	Iteration 11Q: 3 clusters Score -1.894191e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206379 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -18942180.000000 Penalty: 3978.083252
	Iteration 12Q: 3 clusters Score -1.894218e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206456 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18942308.000000 Penalty: 3978.083252
	Iteration 13Q: 3 clusters Score -1.894231e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206462 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -18942400.000000 Penalty: 3978.083252
	Iteration 14Q: 3 clusters Score -1.89424e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206473 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -18942490.000000 Penalty: 3978.083252
	Iteration 15Q: 3 clusters Score -1.894249e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206459 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -18942574.000000 Penalty: 3978.083252
	Iteration 16Q: 3 clusters Score -1.894257e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206445 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -18942614.000000 Penalty: 3978.083252
	Iteration 17Q: 3 clusters Score -1.894261e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206429 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -18942676.000000 Penalty: 3978.083252
	Iteration 18Q: 3 clusters Score -1.894268e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206409 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -18942706.000000 Penalty: 3978.083252
	Iteration 19Q: 3 clusters Score -1.894271e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206389 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -18942760.000000 Penalty: 3978.083252
	Iteration 20F: 3 clusters Score -1.894276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206357 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -18942808.000000 Penalty: 3978.083252
	Iteration 21Q: 3 clusters Score -1.894281e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206330 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -18942834.000000 Penalty: 3978.083252
	Iteration 22Q: 3 clusters Score -1.894283e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206298 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -18942826.000000 Penalty: 3978.083252
	Iteration 23Q: 3 clusters Score -1.894283e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206269 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -18942880.000000 Penalty: 3978.083252
	Iteration 24Q: 3 clusters Score -1.894288e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206240 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -18942904.000000 Penalty: 3978.083252
	Iteration 25Q: 3 clusters Score -1.89429e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206210 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -18942926.000000 Penalty: 3978.083252
	Iteration 26Q: 3 clusters Score -1.894293e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206182 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -18942940.000000 Penalty: 3978.083252
	Iteration 27Q: 3 clusters Score -1.894294e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206159 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -18942946.000000 Penalty: 3978.083252
	Iteration 28Q: 3 clusters Score -1.894295e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206128 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -18942960.000000 Penalty: 3978.083252
	Iteration 29Q: 3 clusters Score -1.894296e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206106 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -18942978.000000 Penalty: 3978.083252
	Iteration 30Q: 3 clusters Score -1.894298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206087 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -18942980.000000 Penalty: 3978.083252
	Iteration 31Q: 3 clusters Score -1.894298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206072 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -18942988.000000 Penalty: 3978.083252
	Iteration 32Q: 3 clusters Score -1.894299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206067 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -18943000.000000 Penalty: 3978.083252
	Iteration 33Q: 3 clusters Score -1.8943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206057 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -18943014.000000 Penalty: 3978.083252
	Iteration 34Q: 3 clusters Score -1.894301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206050 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -18943032.000000 Penalty: 3978.083252
	Iteration 35Q: 3 clusters Score -1.894303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206044 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -18943036.000000 Penalty: 3978.083252
	Iteration 36Q: 3 clusters Score -1.894304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206041 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -18943036.000000 Penalty: 3978.083252
	Iteration 37Q: 3 clusters Score -1.894304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206038 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -18943032.000000 Penalty: 3978.083252
	Iteration 38Q: 3 clusters Score -1.894303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206035 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -18943034.000000 Penalty: 3978.083252
	Iteration 39Q: 3 clusters Score -1.894303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206033 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -18943032.000000 Penalty: 3978.083252
	Iteration 40F: 3 clusters Score -1.894303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206031 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -18943036.000000 Penalty: 3978.083252
	Iteration 41Q: 3 clusters Score -1.894304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206028 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -18943034.000000 Penalty: 3978.083252
	Iteration 42Q: 3 clusters Score -1.894303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206026 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -18943046.000000 Penalty: 3978.083252
	Iteration 43Q: 3 clusters Score -1.894305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206022 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -18943052.000000 Penalty: 3978.083252
	Iteration 44Q: 3 clusters Score -1.894305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206016 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -18943052.000000 Penalty: 3978.083252
	Iteration 45Q: 3 clusters Score -1.894305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206015 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -18943042.000000 Penalty: 3978.083252
	Iteration 46Q: 3 clusters Score -1.894304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206008 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -18943036.000000 Penalty: 3978.083252
	Iteration 47Q: 3 clusters Score -1.894304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206000 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -18943064.000000 Penalty: 3978.083252
	Iteration 48Q: 3 clusters Score -1.894306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205995 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -18943064.000000 Penalty: 3978.083252
	Iteration 49Q: 3 clusters Score -1.894306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205991 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -18943068.000000 Penalty: 3978.083252
	Iteration 50Q: 3 clusters Score -1.894307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205991 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -18943076.000000 Penalty: 3978.083252
	Iteration 51Q: 3 clusters Score -1.894308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205985 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -18943074.000000 Penalty: 3978.083252
	Iteration 52Q: 3 clusters Score -1.894307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205979 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -18943080.000000 Penalty: 3978.083252
	Iteration 53Q: 3 clusters Score -1.894308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205970 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -18943082.000000 Penalty: 3978.083252
	Iteration 54Q: 3 clusters Score -1.894308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205959 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -18943076.000000 Penalty: 3978.083252
	Iteration 55Q: 3 clusters Score -1.894308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205941 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -18943088.000000 Penalty: 3978.083252
	Iteration 56Q: 3 clusters Score -1.894309e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205921 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -18943112.000000 Penalty: 3978.083252
	Iteration 57Q: 3 clusters Score -1.894311e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205899 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -18943118.000000 Penalty: 3978.083252
	Iteration 58Q: 3 clusters Score -1.894312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205876 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18943152.000000 Penalty: 3978.083252
	Iteration 59Q: 3 clusters Score -1.894315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205859 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -18943142.000000 Penalty: 3978.083252
	Iteration 60F: 3 clusters Score -1.894314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205844 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -18943158.000000 Penalty: 3978.083252
	Iteration 61Q: 3 clusters Score -1.894316e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205827 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -18943180.000000 Penalty: 3978.083252
	Iteration 62Q: 3 clusters Score -1.894318e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205811 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -18943176.000000 Penalty: 3978.083252
	Iteration 63Q: 3 clusters Score -1.894318e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205793 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -18943206.000000 Penalty: 3978.083252
	Iteration 64Q: 3 clusters Score -1.894321e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205777 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -18943186.000000 Penalty: 3978.083252
	Iteration 65Q: 3 clusters Score -1.894319e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205759 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -18943208.000000 Penalty: 3978.083252
	Iteration 66Q: 3 clusters Score -1.894321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205740 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -18943214.000000 Penalty: 3978.083252
	Iteration 67Q: 3 clusters Score -1.894321e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205723 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -18943214.000000 Penalty: 3978.083252
	Iteration 68Q: 3 clusters Score -1.894321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205709 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -18943232.000000 Penalty: 3978.083252
	Iteration 69Q: 3 clusters Score -1.894323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205693 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -18943228.000000 Penalty: 3978.083252
	Iteration 70Q: 3 clusters Score -1.894323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205679 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -18943242.000000 Penalty: 3978.083252
	Iteration 71Q: 3 clusters Score -1.894324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205669 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -18943250.000000 Penalty: 3978.083252
	Iteration 72Q: 3 clusters Score -1.894325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205662 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18943242.000000 Penalty: 3978.083252
	Iteration 73Q: 3 clusters Score -1.894324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205657 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -18943240.000000 Penalty: 3978.083252
	Iteration 74Q: 3 clusters Score -1.894324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205651 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -18943252.000000 Penalty: 3978.083252
	Iteration 75Q: 3 clusters Score -1.894325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205646 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -18943250.000000 Penalty: 3978.083252
	Iteration 76Q: 3 clusters Score -1.894325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205643 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -18943250.000000 Penalty: 3978.083252
	Iteration 77Q: 3 clusters Score -1.894325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205642 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -18943256.000000 Penalty: 3978.083252
	Iteration 78Q: 3 clusters Score -1.894326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205641 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -18943260.000000 Penalty: 3978.083252
	Iteration 79Q: 3 clusters Score -1.894326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205640 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -18943256.000000 Penalty: 3978.083252
	Iteration 80F: 3 clusters Score -1.894326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205639 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -18943260.000000 Penalty: 3978.083252
	Iteration 81Q: 3 clusters Score -1.894326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205639 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -18943260.000000 Penalty: 3978.083252
	Iteration 82F: 3 clusters Score -1.894326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Entering Unmasked Estep 
Score: -3505376.250000 Penalty: 1702.398926
	Iteration 0F: 2 clusters Score -3505376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3481687.250000 Penalty: 3404.797852
	Iteration 0F: 3 clusters Score -3481687 nChanged 16388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3490764.250000 Penalty: 3404.797852
	Iteration 1F: 3 clusters Score -3490764 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3491234.500000 Penalty: 3404.797852
	Iteration 2Q: 3 clusters Score -3491234 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3491807.000000 Penalty: 3404.797852
	Iteration 3Q: 3 clusters Score -3491807 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3492543.000000 Penalty: 3404.797852
	Iteration 4Q: 3 clusters Score -3492543 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3493602.000000 Penalty: 3404.797852
	Iteration 5F: 3 clusters Score -3493602 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3495092.500000 Penalty: 3404.797852
	Iteration 6F: 3 clusters Score -3495092 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3496984.500000 Penalty: 3404.797852
	Iteration 7F: 3 clusters Score -3496984 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3499017.000000 Penalty: 3404.797852
	Iteration 8F: 3 clusters Score -3499017 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3500806.250000 Penalty: 3404.797852
	Iteration 9F: 3 clusters Score -3500806 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3502165.750000 Penalty: 3404.797852
	Iteration 10Q: 3 clusters Score -3502166 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3503101.750000 Penalty: 3404.797852
	Iteration 11Q: 3 clusters Score -3503102 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3503511.000000 Penalty: 3404.797852
	Iteration 12Q: 3 clusters Score -3503511 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3503660.750000 Penalty: 3404.797852
	Iteration 13Q: 3 clusters Score -3503661 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3503760.500000 Penalty: 3404.797852
	Iteration 14Q: 3 clusters Score -3503760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3503811.750000 Penalty: 3404.797852
	Iteration 15Q: 3 clusters Score -3503812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3503840.750000 Penalty: 3404.797852
	Iteration 16Q: 3 clusters Score -3503841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3503870.500000 Penalty: 3404.797852
	Iteration 17Q: 3 clusters Score -3503870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3503884.500000 Penalty: 3404.797852
	Iteration 18Q: 3 clusters Score -3503884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3503903.000000 Penalty: 3404.797852
	Iteration 19Q: 3 clusters Score -3503903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3503917.250000 Penalty: 3404.797852
	Iteration 20F: 3 clusters Score -3503917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3503923.250000 Penalty: 3404.797852
	Iteration 21Q: 3 clusters Score -3503923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3503927.750000 Penalty: 3404.797852
	Iteration 22Q: 3 clusters Score -3503928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3503937.750000 Penalty: 3404.797852
	Iteration 23Q: 3 clusters Score -3503938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3503937.750000 Penalty: 3404.797852
	Iteration 24Q: 3 clusters Score -3503938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3503946.500000 Penalty: 3404.797852
	Iteration 25Q: 3 clusters Score -3503946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3503945.250000 Penalty: 3404.797852
	Iteration 26Q: 3 clusters Score -3503945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3503945.250000 Penalty: 3404.797852
	Iteration 27F: 3 clusters Score -3503945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Entering Unmasked Estep 
Score: -1835292.125000 Penalty: 1610.458374
	Iteration 0F: 2 clusters Score -1835292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1821598.500000 Penalty: 3220.916748
	Iteration 0F: 3 clusters Score -1821598 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1826478.250000 Penalty: 3220.916748
	Iteration 1F: 3 clusters Score -1826478 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1826848.375000 Penalty: 3220.916748
	Iteration 2F: 3 clusters Score -1826848 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1827212.375000 Penalty: 3220.916748
	Iteration 3Q: 3 clusters Score -1827212 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1827544.125000 Penalty: 3220.916748
	Iteration 4Q: 3 clusters Score -1827544 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1827945.500000 Penalty: 3220.916748
	Iteration 5Q: 3 clusters Score -1827946 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1828438.875000 Penalty: 3220.916748
	Iteration 6Q: 3 clusters Score -1828439 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1829071.750000 Penalty: 3220.916748
	Iteration 7F: 3 clusters Score -1829072 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1829826.000000 Penalty: 3220.916748
	Iteration 8F: 3 clusters Score -1829826 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1830633.375000 Penalty: 3220.916748
	Iteration 9F: 3 clusters Score -1830633 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1831326.625000 Penalty: 3220.916748
	Iteration 10Q: 3 clusters Score -1831327 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1831775.625000 Penalty: 3220.916748
	Iteration 11Q: 3 clusters Score -1831776 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1832056.500000 Penalty: 3220.916748
	Iteration 12Q: 3 clusters Score -1832056 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1832218.375000 Penalty: 3220.916748
	Iteration 13Q: 3 clusters Score -1832218 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1832345.750000 Penalty: 3220.916748
	Iteration 14Q: 3 clusters Score -1832346 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1832412.250000 Penalty: 3220.916748
	Iteration 15Q: 3 clusters Score -1832412 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1832468.500000 Penalty: 3220.916748
	Iteration 16Q: 3 clusters Score -1832468 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1832499.750000 Penalty: 3220.916748
	Iteration 17Q: 3 clusters Score -1832500 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1832532.625000 Penalty: 3220.916748
	Iteration 18Q: 3 clusters Score -1832533 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1832558.500000 Penalty: 3220.916748
	Iteration 19Q: 3 clusters Score -1832558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1832570.000000 Penalty: 3220.916748
	Iteration 20F: 3 clusters Score -1832570 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1832583.375000 Penalty: 3220.916748
	Iteration 21Q: 3 clusters Score -1832583 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1832599.125000 Penalty: 3220.916748
	Iteration 22Q: 3 clusters Score -1832599 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1832613.500000 Penalty: 3220.916748
	Iteration 23Q: 3 clusters Score -1832614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1832622.625000 Penalty: 3220.916748
	Iteration 24Q: 3 clusters Score -1832623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1832628.375000 Penalty: 3220.916748
	Iteration 25Q: 3 clusters Score -1832628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1832632.875000 Penalty: 3220.916748
	Iteration 26Q: 3 clusters Score -1832633 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1832636.500000 Penalty: 3220.916748
	Iteration 27Q: 3 clusters Score -1832636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1832641.375000 Penalty: 3220.916748
	Iteration 28Q: 3 clusters Score -1832641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1832647.125000 Penalty: 3220.916748
	Iteration 29Q: 3 clusters Score -1832647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1832648.750000 Penalty: 3220.916748
	Iteration 30Q: 3 clusters Score -1832649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1832647.625000 Penalty: 3220.916748
	Iteration 31Q: 3 clusters Score -1832648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1832649.500000 Penalty: 3220.916748
	Iteration 32Q: 3 clusters Score -1832650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1832657.125000 Penalty: 3220.916748
	Iteration 33Q: 3 clusters Score -1832657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1832658.000000 Penalty: 3220.916748
	Iteration 34Q: 3 clusters Score -1832658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1832658.500000 Penalty: 3220.916748
	Iteration 35Q: 3 clusters Score -1832658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1832654.000000 Penalty: 3220.916748
	Iteration 36Q: 3 clusters Score -1832654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1832661.375000 Penalty: 3220.916748
	Iteration 37Q: 3 clusters Score -1832661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1832666.250000 Penalty: 3220.916748
	Iteration 38Q: 3 clusters Score -1832666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1832666.375000 Penalty: 3220.916748
	Iteration 39Q: 3 clusters Score -1832666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1832670.875000 Penalty: 3220.916748
	Iteration 40F: 3 clusters Score -1832671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1832670.125000 Penalty: 3220.916748
	Iteration 41Q: 3 clusters Score -1832670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1832670.625000 Penalty: 3220.916748
	Iteration 42Q: 3 clusters Score -1832671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1832672.500000 Penalty: 3220.916748
	Iteration 43Q: 3 clusters Score -1832672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1832669.500000 Penalty: 3220.916748
	Iteration 44Q: 3 clusters Score -1832670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1832671.250000 Penalty: 3220.916748
	Iteration 45Q: 3 clusters Score -1832671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1832669.875000 Penalty: 3220.916748
	Iteration 46Q: 3 clusters Score -1832670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1832674.000000 Penalty: 3220.916748
	Iteration 47Q: 3 clusters Score -1832674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1832679.000000 Penalty: 3220.916748
	Iteration 48Q: 3 clusters Score -1832679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1832684.000000 Penalty: 3220.916748
	Iteration 49Q: 3 clusters Score -1832684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1832685.000000 Penalty: 3220.916748
	Iteration 50Q: 3 clusters Score -1832685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1832682.125000 Penalty: 3220.916748
	Iteration 51Q: 3 clusters Score -1832682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1832684.750000 Penalty: 3220.916748
	Iteration 52Q: 3 clusters Score -1832685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1832685.750000 Penalty: 3220.916748
	Iteration 53Q: 3 clusters Score -1832686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1832688.750000 Penalty: 3220.916748
	Iteration 54Q: 3 clusters Score -1832689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1832694.625000 Penalty: 3220.916748
	Iteration 55Q: 3 clusters Score -1832695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1832690.500000 Penalty: 3220.916748
	Iteration 56Q: 3 clusters Score -1832690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1832690.875000 Penalty: 3220.916748
	Iteration 57Q: 3 clusters Score -1832691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1832691.750000 Penalty: 3220.916748
	Iteration 58Q: 3 clusters Score -1832692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1832694.000000 Penalty: 3220.916748
	Iteration 59Q: 3 clusters Score -1832694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1832697.125000 Penalty: 3220.916748
	Iteration 60F: 3 clusters Score -1832697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1832702.625000 Penalty: 3220.916748
	Iteration 61Q: 3 clusters Score -1832703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1832703.750000 Penalty: 3220.916748
	Iteration 62Q: 3 clusters Score -1832704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1832705.375000 Penalty: 3220.916748
	Iteration 63Q: 3 clusters Score -1832705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1832711.000000 Penalty: 3220.916748
	Iteration 64Q: 3 clusters Score -1832711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1832717.875000 Penalty: 3220.916748
	Iteration 65Q: 3 clusters Score -1832718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1832730.250000 Penalty: 3220.916748
	Iteration 66Q: 3 clusters Score -1832730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1832736.125000 Penalty: 3220.916748
	Iteration 67Q: 3 clusters Score -1832736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1832737.375000 Penalty: 3220.916748
	Iteration 68Q: 3 clusters Score -1832737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1832744.625000 Penalty: 3220.916748
	Iteration 69Q: 3 clusters Score -1832745 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1832751.000000 Penalty: 3220.916748
	Iteration 70Q: 3 clusters Score -1832751 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1832758.625000 Penalty: 3220.916748
	Iteration 71Q: 3 clusters Score -1832759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1832761.500000 Penalty: 3220.916748
	Iteration 72Q: 3 clusters Score -1832762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1832764.000000 Penalty: 3220.916748
	Iteration 73Q: 3 clusters Score -1832764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1832767.375000 Penalty: 3220.916748
	Iteration 74Q: 3 clusters Score -1832767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1832770.875000 Penalty: 3220.916748
	Iteration 75Q: 3 clusters Score -1832771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1832780.375000 Penalty: 3220.916748
	Iteration 76Q: 3 clusters Score -1832780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1832787.750000 Penalty: 3220.916748
	Iteration 77Q: 3 clusters Score -1832788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1832791.125000 Penalty: 3220.916748
	Iteration 78Q: 3 clusters Score -1832791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1832790.625000 Penalty: 3220.916748
	Iteration 79Q: 3 clusters Score -1832791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1832797.125000 Penalty: 3220.916748
	Iteration 80F: 3 clusters Score -1832797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1832796.000000 Penalty: 3220.916748
	Iteration 81Q: 3 clusters Score -1832796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1832798.875000 Penalty: 3220.916748
	Iteration 82Q: 3 clusters Score -1832799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1832803.875000 Penalty: 3220.916748
	Iteration 83Q: 3 clusters Score -1832804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1832802.125000 Penalty: 3220.916748
	Iteration 84Q: 3 clusters Score -1832802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1832803.250000 Penalty: 3220.916748
	Iteration 85Q: 3 clusters Score -1832803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1832805.375000 Penalty: 3220.916748
	Iteration 86Q: 3 clusters Score -1832805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1832809.375000 Penalty: 3220.916748
	Iteration 87Q: 3 clusters Score -1832809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1832812.375000 Penalty: 3220.916748
	Iteration 88Q: 3 clusters Score -1832812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1832811.750000 Penalty: 3220.916748
	Iteration 89Q: 3 clusters Score -1832812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1832812.625000 Penalty: 3220.916748
	Iteration 90Q: 3 clusters Score -1832813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1832810.250000 Penalty: 3220.916748
	Iteration 91Q: 3 clusters Score -1832810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1832819.250000 Penalty: 3220.916748
	Iteration 92Q: 3 clusters Score -1832819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1832822.750000 Penalty: 3220.916748
	Iteration 93Q: 3 clusters Score -1832823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1832820.875000 Penalty: 3220.916748
	Iteration 94Q: 3 clusters Score -1832821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1832822.250000 Penalty: 3220.916748
	Iteration 95Q: 3 clusters Score -1832822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1832825.375000 Penalty: 3220.916748
	Iteration 96Q: 3 clusters Score -1832825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1832828.500000 Penalty: 3220.916748
	Iteration 97Q: 3 clusters Score -1832828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1832828.625000 Penalty: 3220.916748
	Iteration 98Q: 3 clusters Score -1832829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1832829.000000 Penalty: 3220.916748
	Iteration 99Q: 3 clusters Score -1832829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1832829.375000 Penalty: 3220.916748
	Iteration 100F: 3 clusters Score -1832829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1832829.875000 Penalty: 3220.916748
	Iteration 101Q: 3 clusters Score -1832830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1832826.250000 Penalty: 3220.916748
	Iteration 102Q: 3 clusters Score -1832826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1832829.250000 Penalty: 3220.916748
	Iteration 103Q: 3 clusters Score -1832829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1832831.250000 Penalty: 3220.916748
	Iteration 104Q: 3 clusters Score -1832831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1832834.250000 Penalty: 3220.916748
	Iteration 105Q: 3 clusters Score -1832834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1832841.500000 Penalty: 3220.916748
	Iteration 106Q: 3 clusters Score -1832842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1832841.875000 Penalty: 3220.916748
	Iteration 107Q: 3 clusters Score -1832842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1832840.375000 Penalty: 3220.916748
	Iteration 108Q: 3 clusters Score -1832840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1832845.000000 Penalty: 3220.916748
	Iteration 109Q: 3 clusters Score -1832845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1832848.875000 Penalty: 3220.916748
	Iteration 110Q: 3 clusters Score -1832849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1832850.250000 Penalty: 3220.916748
	Iteration 111Q: 3 clusters Score -1832850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1832849.000000 Penalty: 3220.916748
	Iteration 112Q: 3 clusters Score -1832849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1832852.250000 Penalty: 3220.916748
	Iteration 113Q: 3 clusters Score -1832852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1832850.875000 Penalty: 3220.916748
	Iteration 114Q: 3 clusters Score -1832851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1832847.875000 Penalty: 3220.916748
	Iteration 115Q: 3 clusters Score -1832848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1832852.500000 Penalty: 3220.916748
	Iteration 116Q: 3 clusters Score -1832852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1832854.375000 Penalty: 3220.916748
	Iteration 117Q: 3 clusters Score -1832854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1832851.750000 Penalty: 3220.916748
	Iteration 118Q: 3 clusters Score -1832852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1832849.250000 Penalty: 3220.916748
	Iteration 119Q: 3 clusters Score -1832849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1832855.375000 Penalty: 3220.916748
	Iteration 120F: 3 clusters Score -1832855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1832853.500000 Penalty: 3220.916748
	Iteration 121Q: 3 clusters Score -1832854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1832856.375000 Penalty: 3220.916748
	Iteration 122Q: 3 clusters Score -1832856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1832853.625000 Penalty: 3220.916748
	Iteration 123Q: 3 clusters Score -1832854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1832854.500000 Penalty: 3220.916748
	Iteration 124Q: 3 clusters Score -1832854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1832854.750000 Penalty: 3220.916748
	Iteration 125Q: 3 clusters Score -1832855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1832854.375000 Penalty: 3220.916748
	Iteration 126Q: 3 clusters Score -1832854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1832854.375000 Penalty: 3220.916748
	Iteration 127F: 3 clusters Score -1832854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Entering Unmasked Estep 
Score: -907574.687500 Penalty: 1511.190186
	Iteration 0F: 2 clusters Score -907574.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -899886.500000 Penalty: 3022.380371
	Iteration 0F: 3 clusters Score -899886.5 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -902669.562500 Penalty: 3022.380371
	Iteration 1F: 3 clusters Score -902669.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -903152.500000 Penalty: 3022.380371
	Iteration 2F: 3 clusters Score -903152.5 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -903661.875000 Penalty: 3022.380371
	Iteration 3F: 3 clusters Score -903661.9 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -904195.437500 Penalty: 3022.380371
	Iteration 4F: 3 clusters Score -904195.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -904664.437500 Penalty: 3022.380371
	Iteration 5F: 3 clusters Score -904664.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -905008.500000 Penalty: 3022.380371
	Iteration 6F: 3 clusters Score -905008.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -905238.187500 Penalty: 3022.380371
	Iteration 7Q: 3 clusters Score -905238.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -905385.250000 Penalty: 3022.380371
	Iteration 8Q: 3 clusters Score -905385.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -905483.625000 Penalty: 3022.380371
	Iteration 9Q: 3 clusters Score -905483.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -905537.812500 Penalty: 3022.380371
	Iteration 10Q: 3 clusters Score -905537.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -905576.812500 Penalty: 3022.380371
	Iteration 11Q: 3 clusters Score -905576.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -905610.312500 Penalty: 3022.380371
	Iteration 12Q: 3 clusters Score -905610.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -905638.437500 Penalty: 3022.380371
	Iteration 13Q: 3 clusters Score -905638.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -905664.000000 Penalty: 3022.380371
	Iteration 14Q: 3 clusters Score -905664 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -905687.312500 Penalty: 3022.380371
	Iteration 15Q: 3 clusters Score -905687.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -905704.812500 Penalty: 3022.380371
	Iteration 16Q: 3 clusters Score -905704.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -905720.625000 Penalty: 3022.380371
	Iteration 17Q: 3 clusters Score -905720.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -905733.125000 Penalty: 3022.380371
	Iteration 18Q: 3 clusters Score -905733.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -905743.812500 Penalty: 3022.380371
	Iteration 19Q: 3 clusters Score -905743.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -905756.687500 Penalty: 3022.380371
	Iteration 20F: 3 clusters Score -905756.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -905767.687500 Penalty: 3022.380371
	Iteration 21Q: 3 clusters Score -905767.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -905775.187500 Penalty: 3022.380371
	Iteration 22Q: 3 clusters Score -905775.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -905780.937500 Penalty: 3022.380371
	Iteration 23Q: 3 clusters Score -905780.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -905789.312500 Penalty: 3022.380371
	Iteration 24Q: 3 clusters Score -905789.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -905795.500000 Penalty: 3022.380371
	Iteration 25Q: 3 clusters Score -905795.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -905797.312500 Penalty: 3022.380371
	Iteration 26Q: 3 clusters Score -905797.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -905805.625000 Penalty: 3022.380371
	Iteration 27Q: 3 clusters Score -905805.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -905808.187500 Penalty: 3022.380371
	Iteration 28Q: 3 clusters Score -905808.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -905811.250000 Penalty: 3022.380371
	Iteration 29Q: 3 clusters Score -905811.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -905817.750000 Penalty: 3022.380371
	Iteration 30Q: 3 clusters Score -905817.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -905827.375000 Penalty: 3022.380371
	Iteration 31Q: 3 clusters Score -905827.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -905835.187500 Penalty: 3022.380371
	Iteration 32Q: 3 clusters Score -905835.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -905843.750000 Penalty: 3022.380371
	Iteration 33Q: 3 clusters Score -905843.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -905850.000000 Penalty: 3022.380371
	Iteration 34Q: 3 clusters Score -905850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -905862.750000 Penalty: 3022.380371
	Iteration 35Q: 3 clusters Score -905862.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -905872.437500 Penalty: 3022.380371
	Iteration 36Q: 3 clusters Score -905872.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -905881.437500 Penalty: 3022.380371
	Iteration 37Q: 3 clusters Score -905881.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -905889.937500 Penalty: 3022.380371
	Iteration 38Q: 3 clusters Score -905889.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -905894.375000 Penalty: 3022.380371
	Iteration 39Q: 3 clusters Score -905894.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -905898.625000 Penalty: 3022.380371
	Iteration 40F: 3 clusters Score -905898.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -905901.375000 Penalty: 3022.380371
	Iteration 41Q: 3 clusters Score -905901.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -905904.875000 Penalty: 3022.380371
	Iteration 42Q: 3 clusters Score -905904.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -905908.125000 Penalty: 3022.380371
	Iteration 43Q: 3 clusters Score -905908.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -905907.500000 Penalty: 3022.380371
	Iteration 44Q: 3 clusters Score -905907.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -905911.625000 Penalty: 3022.380371
	Iteration 45Q: 3 clusters Score -905911.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -905911.187500 Penalty: 3022.380371
	Iteration 46Q: 3 clusters Score -905911.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -905913.625000 Penalty: 3022.380371
	Iteration 47Q: 3 clusters Score -905913.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -905915.000000 Penalty: 3022.380371
	Iteration 48Q: 3 clusters Score -905915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -905915.312500 Penalty: 3022.380371
	Iteration 49Q: 3 clusters Score -905915.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -905917.000000 Penalty: 3022.380371
	Iteration 50Q: 3 clusters Score -905917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -905919.187500 Penalty: 3022.380371
	Iteration 51Q: 3 clusters Score -905919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -905921.062500 Penalty: 3022.380371
	Iteration 52Q: 3 clusters Score -905921.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -905921.625000 Penalty: 3022.380371
	Iteration 53Q: 3 clusters Score -905921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -905921.437500 Penalty: 3022.380371
	Iteration 54Q: 3 clusters Score -905921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -905923.062500 Penalty: 3022.380371
	Iteration 55Q: 3 clusters Score -905923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -905923.187500 Penalty: 3022.380371
	Iteration 56Q: 3 clusters Score -905923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -905923.625000 Penalty: 3022.380371
	Iteration 57Q: 3 clusters Score -905923.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -905923.125000 Penalty: 3022.380371
	Iteration 58Q: 3 clusters Score -905923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -905925.187500 Penalty: 3022.380371
	Iteration 59Q: 3 clusters Score -905925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -905925.187500 Penalty: 3022.380371
	Iteration 60F: 3 clusters Score -905925.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -154805.468750 Penalty: 1202.004150
	Iteration 0F: 2 clusters Score -154805.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -152964.906250 Penalty: 2404.008301
	Iteration 0F: 3 clusters Score -152964.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -153289.062500 Penalty: 2404.008301
	Iteration 1F: 3 clusters Score -153289.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -153356.609375 Penalty: 2404.008301
	Iteration 2F: 3 clusters Score -153356.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -153416.546875 Penalty: 2404.008301
	Iteration 3Q: 3 clusters Score -153416.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -153459.078125 Penalty: 2404.008301
	Iteration 4Q: 3 clusters Score -153459.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -153484.468750 Penalty: 2404.008301
	Iteration 5Q: 3 clusters Score -153484.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -153505.953125 Penalty: 2404.008301
	Iteration 6Q: 3 clusters Score -153506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -153525.359375 Penalty: 2404.008301
	Iteration 7Q: 3 clusters Score -153525.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -153532.890625 Penalty: 2404.008301
	Iteration 8Q: 3 clusters Score -153532.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -153537.156250 Penalty: 2404.008301
	Iteration 9Q: 3 clusters Score -153537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -153541.406250 Penalty: 2404.008301
	Iteration 10Q: 3 clusters Score -153541.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -153543.750000 Penalty: 2404.008301
	Iteration 11Q: 3 clusters Score -153543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -153545.281250 Penalty: 2404.008301
	Iteration 12Q: 3 clusters Score -153545.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -153545.281250 Penalty: 2404.008301
	Iteration 13F: 3 clusters Score -153545.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (86987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Entering Unmasked Estep 
Score: -7978862.500000 Penalty: 1848.196045
	Iteration 0F: 2 clusters Score -7978862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -7920920.500000 Penalty: 3696.392090
	Iteration 0F: 3 clusters Score -7920920 nChanged 41390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -7944824.000000 Penalty: 3696.392090
	Iteration 1F: 3 clusters Score -7944824 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -7945708.000000 Penalty: 3696.392090
	Iteration 2Q: 3 clusters Score -7945708 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -7946755.000000 Penalty: 3696.392090
	Iteration 3Q: 3 clusters Score -7946755 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -7948181.500000 Penalty: 3696.392090
	Iteration 4Q: 3 clusters Score -7948182 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -7950100.500000 Penalty: 3696.392090
	Iteration 5F: 3 clusters Score -7950100 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -7952708.000000 Penalty: 3696.392090
	Iteration 6F: 3 clusters Score -7952708 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -7955702.000000 Penalty: 3696.392090
	Iteration 7F: 3 clusters Score -7955702 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -7958828.500000 Penalty: 3696.392090
	Iteration 8F: 3 clusters Score -7958828 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -7961944.000000 Penalty: 3696.392090
	Iteration 9F: 3 clusters Score -7961944 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -7964747.000000 Penalty: 3696.392090
	Iteration 10F: 3 clusters Score -7964747 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -7967176.500000 Penalty: 3696.392090
	Iteration 11Q: 3 clusters Score -7967176 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 76230 members 
Entering Unmasked Estep 
Score: -7969415.000000 Penalty: 3696.392090
	Iteration 12Q: 3 clusters Score -7969415 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -7971574.500000 Penalty: 3696.392090
	Iteration 13Q: 3 clusters Score -7971574 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -7973371.000000 Penalty: 3696.392090
	Iteration 14Q: 3 clusters Score -7973371 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -7974840.500000 Penalty: 3696.392090
	Iteration 15Q: 3 clusters Score -7974840 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 85003 members 
Entering Unmasked Estep 
Score: -7975922.000000 Penalty: 3696.392090
	Iteration 16Q: 3 clusters Score -7975922 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 85778 members 
Entering Unmasked Estep 
Score: -7976455.000000 Penalty: 3696.392090
	Iteration 17Q: 3 clusters Score -7976455 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -7976757.500000 Penalty: 3696.392090
	Iteration 18Q: 3 clusters Score -7976758 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -7976908.500000 Penalty: 3696.392090
	Iteration 19Q: 3 clusters Score -7976908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 86513 members 
Entering Unmasked Estep 
Score: -7976991.000000 Penalty: 3696.392090
	Iteration 20F: 3 clusters Score -7976991 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -7977063.500000 Penalty: 3696.392090
	Iteration 21Q: 3 clusters Score -7977064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -7977143.000000 Penalty: 3696.392090
	Iteration 22Q: 3 clusters Score -7977143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 86670 members 
Entering Unmasked Estep 
Score: -7977176.000000 Penalty: 3696.392090
	Iteration 23Q: 3 clusters Score -7977176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 86685 members 
Entering Unmasked Estep 
Score: -7977192.000000 Penalty: 3696.392090
	Iteration 24Q: 3 clusters Score -7977192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 86704 members 
Entering Unmasked Estep 
Score: -7977194.500000 Penalty: 3696.392090
	Iteration 25Q: 3 clusters Score -7977194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -7977203.500000 Penalty: 3696.392090
	Iteration 26Q: 3 clusters Score -7977204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -7977216.000000 Penalty: 3696.392090
	Iteration 27Q: 3 clusters Score -7977216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -7977229.000000 Penalty: 3696.392090
	Iteration 28Q: 3 clusters Score -7977229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -7977245.500000 Penalty: 3696.392090
	Iteration 29Q: 3 clusters Score -7977246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -7977249.500000 Penalty: 3696.392090
	Iteration 30Q: 3 clusters Score -7977250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -7977249.500000 Penalty: 3696.392090
	Iteration 31F: 3 clusters Score -7977250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Entering Unmasked Estep 
Score: -1056818.500000 Penalty: 1516.252808
	Iteration 0F: 2 clusters Score -1056818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1048843.750000 Penalty: 3032.505615
	Iteration 0F: 3 clusters Score -1048844 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1051552.875000 Penalty: 3032.505615
	Iteration 1F: 3 clusters Score -1051553 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1051910.875000 Penalty: 3032.505615
	Iteration 2F: 3 clusters Score -1051911 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1052257.500000 Penalty: 3032.505615
	Iteration 3F: 3 clusters Score -1052258 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1052663.625000 Penalty: 3032.505615
	Iteration 4F: 3 clusters Score -1052664 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1053164.750000 Penalty: 3032.505615
	Iteration 5F: 3 clusters Score -1053165 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1053821.000000 Penalty: 3032.505615
	Iteration 6F: 3 clusters Score -1053821 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1054468.750000 Penalty: 3032.505615
	Iteration 7F: 3 clusters Score -1054469 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1054927.375000 Penalty: 3032.505615
	Iteration 8F: 3 clusters Score -1054927 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1055146.000000 Penalty: 3032.505615
	Iteration 9Q: 3 clusters Score -1055146 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1055251.000000 Penalty: 3032.505615
	Iteration 10Q: 3 clusters Score -1055251 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1055339.000000 Penalty: 3032.505615
	Iteration 11Q: 3 clusters Score -1055339 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1055388.750000 Penalty: 3032.505615
	Iteration 12Q: 3 clusters Score -1055389 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1055442.000000 Penalty: 3032.505615
	Iteration 13Q: 3 clusters Score -1055442 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1055479.125000 Penalty: 3032.505615
	Iteration 14Q: 3 clusters Score -1055479 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1055510.125000 Penalty: 3032.505615
	Iteration 15Q: 3 clusters Score -1055510 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1055540.375000 Penalty: 3032.505615
	Iteration 16Q: 3 clusters Score -1055540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1055567.875000 Penalty: 3032.505615
	Iteration 17Q: 3 clusters Score -1055568 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1055589.375000 Penalty: 3032.505615
	Iteration 18Q: 3 clusters Score -1055589 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1055610.625000 Penalty: 3032.505615
	Iteration 19Q: 3 clusters Score -1055611 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1055631.000000 Penalty: 3032.505615
	Iteration 20F: 3 clusters Score -1055631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1055645.750000 Penalty: 3032.505615
	Iteration 21Q: 3 clusters Score -1055646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1055658.125000 Penalty: 3032.505615
	Iteration 22Q: 3 clusters Score -1055658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1055669.500000 Penalty: 3032.505615
	Iteration 23Q: 3 clusters Score -1055670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1055673.375000 Penalty: 3032.505615
	Iteration 24Q: 3 clusters Score -1055673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1055680.375000 Penalty: 3032.505615
	Iteration 25Q: 3 clusters Score -1055680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1055688.000000 Penalty: 3032.505615
	Iteration 26Q: 3 clusters Score -1055688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1055693.875000 Penalty: 3032.505615
	Iteration 27Q: 3 clusters Score -1055694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1055701.250000 Penalty: 3032.505615
	Iteration 28Q: 3 clusters Score -1055701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1055706.125000 Penalty: 3032.505615
	Iteration 29Q: 3 clusters Score -1055706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1055712.875000 Penalty: 3032.505615
	Iteration 30Q: 3 clusters Score -1055713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1055716.750000 Penalty: 3032.505615
	Iteration 31Q: 3 clusters Score -1055717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1055722.375000 Penalty: 3032.505615
	Iteration 32Q: 3 clusters Score -1055722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1055727.125000 Penalty: 3032.505615
	Iteration 33Q: 3 clusters Score -1055727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1055726.750000 Penalty: 3032.505615
	Iteration 34Q: 3 clusters Score -1055727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1055725.625000 Penalty: 3032.505615
	Iteration 35Q: 3 clusters Score -1055726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1055728.250000 Penalty: 3032.505615
	Iteration 36Q: 3 clusters Score -1055728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1055729.625000 Penalty: 3032.505615
	Iteration 37Q: 3 clusters Score -1055730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1055732.500000 Penalty: 3032.505615
	Iteration 38Q: 3 clusters Score -1055732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1055733.625000 Penalty: 3032.505615
	Iteration 39Q: 3 clusters Score -1055734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1055734.500000 Penalty: 3032.505615
	Iteration 40F: 3 clusters Score -1055734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1055738.500000 Penalty: 3032.505615
	Iteration 41Q: 3 clusters Score -1055738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1055737.375000 Penalty: 3032.505615
	Iteration 42Q: 3 clusters Score -1055737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1055739.000000 Penalty: 3032.505615
	Iteration 43Q: 3 clusters Score -1055739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1055740.875000 Penalty: 3032.505615
	Iteration 44Q: 3 clusters Score -1055741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1055742.875000 Penalty: 3032.505615
	Iteration 45Q: 3 clusters Score -1055743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1055742.750000 Penalty: 3032.505615
	Iteration 46Q: 3 clusters Score -1055743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1055742.750000 Penalty: 3032.505615
	Iteration 47Q: 3 clusters Score -1055743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1055744.375000 Penalty: 3032.505615
	Iteration 48Q: 3 clusters Score -1055744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1055744.375000 Penalty: 3032.505615
	Iteration 49F: 3 clusters Score -1055744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -89667.781250 Penalty: 1137.850342
	Iteration 0F: 2 clusters Score -89667.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -88191.101562 Penalty: 2275.700684
	Iteration 0F: 3 clusters Score -88191.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -88576.421875 Penalty: 2275.700684
	Iteration 1F: 3 clusters Score -88576.42 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -88805.679688 Penalty: 2275.700684
	Iteration 2F: 3 clusters Score -88805.68 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88965.656250 Penalty: 2275.700684
	Iteration 3F: 3 clusters Score -88965.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -89082.078125 Penalty: 2275.700684
	Iteration 4F: 3 clusters Score -89082.08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89157.812500 Penalty: 2275.700684
	Iteration 5Q: 3 clusters Score -89157.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89218.390625 Penalty: 2275.700684
	Iteration 6Q: 3 clusters Score -89218.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89250.000000 Penalty: 2275.700684
	Iteration 7Q: 3 clusters Score -89250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89259.968750 Penalty: 2275.700684
	Iteration 8Q: 3 clusters Score -89259.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89269.054688 Penalty: 2275.700684
	Iteration 9Q: 3 clusters Score -89269.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89276.453125 Penalty: 2275.700684
	Iteration 10Q: 3 clusters Score -89276.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -89280.664062 Penalty: 2275.700684
	Iteration 11Q: 3 clusters Score -89280.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89282.742188 Penalty: 2275.700684
	Iteration 12Q: 3 clusters Score -89282.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -89283.531250 Penalty: 2275.700684
	Iteration 13Q: 3 clusters Score -89283.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -89283.531250 Penalty: 2275.700684
	Iteration 14F: 3 clusters Score -89283.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Entering Unmasked Estep 
Score: -1079714.625000 Penalty: 1514.892944
	Iteration 0F: 2 clusters Score -1079715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1071806.375000 Penalty: 3029.785889
	Iteration 0F: 3 clusters Score -1071806 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1074423.750000 Penalty: 3029.785889
	Iteration 1F: 3 clusters Score -1074424 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1074662.000000 Penalty: 3029.785889
	Iteration 2F: 3 clusters Score -1074662 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1074867.250000 Penalty: 3029.785889
	Iteration 3Q: 3 clusters Score -1074867 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1075057.500000 Penalty: 3029.785889
	Iteration 4Q: 3 clusters Score -1075058 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1075238.500000 Penalty: 3029.785889
	Iteration 5Q: 3 clusters Score -1075238 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1075442.375000 Penalty: 3029.785889
	Iteration 6Q: 3 clusters Score -1075442 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1075730.750000 Penalty: 3029.785889
	Iteration 7Q: 3 clusters Score -1075731 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1076078.500000 Penalty: 3029.785889
	Iteration 8Q: 3 clusters Score -1076078 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1076423.750000 Penalty: 3029.785889
	Iteration 9Q: 3 clusters Score -1076424 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1076794.125000 Penalty: 3029.785889
	Iteration 10Q: 3 clusters Score -1076794 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1077126.875000 Penalty: 3029.785889
	Iteration 11Q: 3 clusters Score -1077127 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1077374.500000 Penalty: 3029.785889
	Iteration 12Q: 3 clusters Score -1077374 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1077584.875000 Penalty: 3029.785889
	Iteration 13Q: 3 clusters Score -1077585 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1077781.875000 Penalty: 3029.785889
	Iteration 14Q: 3 clusters Score -1077782 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1077941.125000 Penalty: 3029.785889
	Iteration 15Q: 3 clusters Score -1077941 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1078059.750000 Penalty: 3029.785889
	Iteration 16Q: 3 clusters Score -1078060 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1078141.750000 Penalty: 3029.785889
	Iteration 17Q: 3 clusters Score -1078142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1078207.000000 Penalty: 3029.785889
	Iteration 18Q: 3 clusters Score -1078207 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1078259.750000 Penalty: 3029.785889
	Iteration 19Q: 3 clusters Score -1078260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1078293.875000 Penalty: 3029.785889
	Iteration 20F: 3 clusters Score -1078294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1078320.500000 Penalty: 3029.785889
	Iteration 21Q: 3 clusters Score -1078320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1078339.875000 Penalty: 3029.785889
	Iteration 22Q: 3 clusters Score -1078340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1078352.250000 Penalty: 3029.785889
	Iteration 23Q: 3 clusters Score -1078352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1078357.250000 Penalty: 3029.785889
	Iteration 24Q: 3 clusters Score -1078357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1078360.250000 Penalty: 3029.785889
	Iteration 25Q: 3 clusters Score -1078360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1078360.125000 Penalty: 3029.785889
	Iteration 26Q: 3 clusters Score -1078360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1078360.125000 Penalty: 3029.785889
	Iteration 27F: 3 clusters Score -1078360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -95289.812500 Penalty: 1127.786133
	Iteration 0F: 2 clusters Score -95289.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -93788.187500 Penalty: 2255.572266
	Iteration 0F: 3 clusters Score -93788.19 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -94040.890625 Penalty: 2255.572266
	Iteration 1F: 3 clusters Score -94040.89 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94113.507812 Penalty: 2255.572266
	Iteration 2F: 3 clusters Score -94113.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -94155.843750 Penalty: 2255.572266
	Iteration 3Q: 3 clusters Score -94155.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -94173.632812 Penalty: 2255.572266
	Iteration 4Q: 3 clusters Score -94173.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -94182.945312 Penalty: 2255.572266
	Iteration 5Q: 3 clusters Score -94182.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -94191.351562 Penalty: 2255.572266
	Iteration 6Q: 3 clusters Score -94191.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -94209.023438 Penalty: 2255.572266
	Iteration 7Q: 3 clusters Score -94209.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -94231.539062 Penalty: 2255.572266
	Iteration 8Q: 3 clusters Score -94231.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -94254.312500 Penalty: 2255.572266
	Iteration 9Q: 3 clusters Score -94254.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94272.687500 Penalty: 2255.572266
	Iteration 10Q: 3 clusters Score -94272.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -94285.601562 Penalty: 2255.572266
	Iteration 11Q: 3 clusters Score -94285.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -94291.421875 Penalty: 2255.572266
	Iteration 12Q: 3 clusters Score -94291.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -94293.531250 Penalty: 2255.572266
	Iteration 13Q: 3 clusters Score -94293.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94294.125000 Penalty: 2255.572266
	Iteration 14Q: 3 clusters Score -94294.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -94294.882812 Penalty: 2255.572266
	Iteration 15Q: 3 clusters Score -94294.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -94294.882812 Penalty: 2255.572266
	Iteration 16F: 3 clusters Score -94294.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Entering Unmasked Estep 
Score: -740301.937500 Penalty: 1470.729126
	Iteration 0F: 2 clusters Score -740301.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -734126.187500 Penalty: 2941.458252
	Iteration 0F: 3 clusters Score -734126.2 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -736101.375000 Penalty: 2941.458252
	Iteration 1F: 3 clusters Score -736101.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -736421.687500 Penalty: 2941.458252
	Iteration 2F: 3 clusters Score -736421.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -736753.625000 Penalty: 2941.458252
	Iteration 3F: 3 clusters Score -736753.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -737114.937500 Penalty: 2941.458252
	Iteration 4F: 3 clusters Score -737114.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -737482.000000 Penalty: 2941.458252
	Iteration 5F: 3 clusters Score -737482 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -737895.875000 Penalty: 2941.458252
	Iteration 6F: 3 clusters Score -737895.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -738273.500000 Penalty: 2941.458252
	Iteration 7F: 3 clusters Score -738273.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -738535.375000 Penalty: 2941.458252
	Iteration 8F: 3 clusters Score -738535.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -738702.125000 Penalty: 2941.458252
	Iteration 9Q: 3 clusters Score -738702.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -738817.062500 Penalty: 2941.458252
	Iteration 10Q: 3 clusters Score -738817.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -738907.125000 Penalty: 2941.458252
	Iteration 11Q: 3 clusters Score -738907.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -738988.875000 Penalty: 2941.458252
	Iteration 12Q: 3 clusters Score -738988.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -739057.437500 Penalty: 2941.458252
	Iteration 13Q: 3 clusters Score -739057.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -739100.500000 Penalty: 2941.458252
	Iteration 14Q: 3 clusters Score -739100.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -739131.625000 Penalty: 2941.458252
	Iteration 15Q: 3 clusters Score -739131.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -739156.562500 Penalty: 2941.458252
	Iteration 16Q: 3 clusters Score -739156.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -739184.062500 Penalty: 2941.458252
	Iteration 17Q: 3 clusters Score -739184.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -739206.875000 Penalty: 2941.458252
	Iteration 18Q: 3 clusters Score -739206.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -739223.062500 Penalty: 2941.458252
	Iteration 19Q: 3 clusters Score -739223.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -739229.062500 Penalty: 2941.458252
	Iteration 20F: 3 clusters Score -739229.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -739240.562500 Penalty: 2941.458252
	Iteration 21Q: 3 clusters Score -739240.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -739249.875000 Penalty: 2941.458252
	Iteration 22Q: 3 clusters Score -739249.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -739258.750000 Penalty: 2941.458252
	Iteration 23Q: 3 clusters Score -739258.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -739269.437500 Penalty: 2941.458252
	Iteration 24Q: 3 clusters Score -739269.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -739278.312500 Penalty: 2941.458252
	Iteration 25Q: 3 clusters Score -739278.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -739293.437500 Penalty: 2941.458252
	Iteration 26Q: 3 clusters Score -739293.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -739303.000000 Penalty: 2941.458252
	Iteration 27Q: 3 clusters Score -739303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -739311.250000 Penalty: 2941.458252
	Iteration 28Q: 3 clusters Score -739311.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -739317.375000 Penalty: 2941.458252
	Iteration 29Q: 3 clusters Score -739317.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -739327.625000 Penalty: 2941.458252
	Iteration 30Q: 3 clusters Score -739327.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -739337.562500 Penalty: 2941.458252
	Iteration 31Q: 3 clusters Score -739337.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -739345.062500 Penalty: 2941.458252
	Iteration 32Q: 3 clusters Score -739345.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -739351.625000 Penalty: 2941.458252
	Iteration 33Q: 3 clusters Score -739351.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -739361.000000 Penalty: 2941.458252
	Iteration 34Q: 3 clusters Score -739361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -739366.562500 Penalty: 2941.458252
	Iteration 35Q: 3 clusters Score -739366.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -739372.812500 Penalty: 2941.458252
	Iteration 36Q: 3 clusters Score -739372.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -739379.187500 Penalty: 2941.458252
	Iteration 37Q: 3 clusters Score -739379.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -739383.312500 Penalty: 2941.458252
	Iteration 38Q: 3 clusters Score -739383.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -739386.625000 Penalty: 2941.458252
	Iteration 39Q: 3 clusters Score -739386.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -739392.625000 Penalty: 2941.458252
	Iteration 40F: 3 clusters Score -739392.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -739397.562500 Penalty: 2941.458252
	Iteration 41Q: 3 clusters Score -739397.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -739404.312500 Penalty: 2941.458252
	Iteration 42Q: 3 clusters Score -739404.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -739407.000000 Penalty: 2941.458252
	Iteration 43Q: 3 clusters Score -739407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -739413.000000 Penalty: 2941.458252
	Iteration 44Q: 3 clusters Score -739413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -739414.500000 Penalty: 2941.458252
	Iteration 45Q: 3 clusters Score -739414.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -739416.625000 Penalty: 2941.458252
	Iteration 46Q: 3 clusters Score -739416.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -739419.750000 Penalty: 2941.458252
	Iteration 47Q: 3 clusters Score -739419.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -739423.125000 Penalty: 2941.458252
	Iteration 48Q: 3 clusters Score -739423.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -739425.437500 Penalty: 2941.458252
	Iteration 49Q: 3 clusters Score -739425.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -739428.562500 Penalty: 2941.458252
	Iteration 50Q: 3 clusters Score -739428.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -739428.062500 Penalty: 2941.458252
	Iteration 51Q: 3 clusters Score -739428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -739429.500000 Penalty: 2941.458252
	Iteration 52Q: 3 clusters Score -739429.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -739429.937500 Penalty: 2941.458252
	Iteration 53Q: 3 clusters Score -739429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -739430.500000 Penalty: 2941.458252
	Iteration 54Q: 3 clusters Score -739430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -739430.375000 Penalty: 2941.458252
	Iteration 55Q: 3 clusters Score -739430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -739430.375000 Penalty: 2941.458252
	Iteration 56F: 3 clusters Score -739430.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -143249.312500 Penalty: 1200.502686
	Iteration 0F: 2 clusters Score -143249.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -141357.875000 Penalty: 2401.005371
	Iteration 0F: 3 clusters Score -141357.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -141758.640625 Penalty: 2401.005371
	Iteration 1F: 3 clusters Score -141758.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -141870.171875 Penalty: 2401.005371
	Iteration 2F: 3 clusters Score -141870.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -141934.453125 Penalty: 2401.005371
	Iteration 3Q: 3 clusters Score -141934.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -141985.953125 Penalty: 2401.005371
	Iteration 4Q: 3 clusters Score -141986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -142031.843750 Penalty: 2401.005371
	Iteration 5Q: 3 clusters Score -142031.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -142068.859375 Penalty: 2401.005371
	Iteration 6Q: 3 clusters Score -142068.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -142106.296875 Penalty: 2401.005371
	Iteration 7Q: 3 clusters Score -142106.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -142127.765625 Penalty: 2401.005371
	Iteration 8Q: 3 clusters Score -142127.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -142143.687500 Penalty: 2401.005371
	Iteration 9Q: 3 clusters Score -142143.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -142153.937500 Penalty: 2401.005371
	Iteration 10Q: 3 clusters Score -142153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -142162.500000 Penalty: 2401.005371
	Iteration 11Q: 3 clusters Score -142162.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -142170.500000 Penalty: 2401.005371
	Iteration 12Q: 3 clusters Score -142170.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -142176.718750 Penalty: 2401.005371
	Iteration 13Q: 3 clusters Score -142176.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142181.812500 Penalty: 2401.005371
	Iteration 14Q: 3 clusters Score -142181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142186.281250 Penalty: 2401.005371
	Iteration 15Q: 3 clusters Score -142186.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -142187.703125 Penalty: 2401.005371
	Iteration 16Q: 3 clusters Score -142187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142188.187500 Penalty: 2401.005371
	Iteration 17Q: 3 clusters Score -142188.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142188.890625 Penalty: 2401.005371
	Iteration 18Q: 3 clusters Score -142188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142188.890625 Penalty: 2401.005371
	Iteration 19F: 3 clusters Score -142188.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Entering Unmasked Estep 
Score: -564378.125000 Penalty: 1422.653687
	Iteration 0F: 2 clusters Score -564378.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -559526.937500 Penalty: 2845.307373
	Iteration 0F: 3 clusters Score -559526.9 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -560868.875000 Penalty: 2845.307373
	Iteration 1F: 3 clusters Score -560868.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -561031.562500 Penalty: 2845.307373
	Iteration 2F: 3 clusters Score -561031.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -561163.375000 Penalty: 2845.307373
	Iteration 3Q: 3 clusters Score -561163.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -561279.750000 Penalty: 2845.307373
	Iteration 4Q: 3 clusters Score -561279.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -561403.812500 Penalty: 2845.307373
	Iteration 5Q: 3 clusters Score -561403.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -561552.437500 Penalty: 2845.307373
	Iteration 6Q: 3 clusters Score -561552.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -561732.625000 Penalty: 2845.307373
	Iteration 7Q: 3 clusters Score -561732.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -562019.000000 Penalty: 2845.307373
	Iteration 8F: 3 clusters Score -562019 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -562475.687500 Penalty: 2845.307373
	Iteration 9F: 3 clusters Score -562475.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -563094.187500 Penalty: 2845.307373
	Iteration 10F: 3 clusters Score -563094.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -563534.000000 Penalty: 2845.307373
	Iteration 11F: 3 clusters Score -563534 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -563829.437500 Penalty: 2845.307373
	Iteration 12Q: 3 clusters Score -563829.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -563990.125000 Penalty: 2845.307373
	Iteration 13Q: 3 clusters Score -563990.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -564055.687500 Penalty: 2845.307373
	Iteration 14Q: 3 clusters Score -564055.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -564081.187500 Penalty: 2845.307373
	Iteration 15Q: 3 clusters Score -564081.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -564095.500000 Penalty: 2845.307373
	Iteration 16Q: 3 clusters Score -564095.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -564102.937500 Penalty: 2845.307373
	Iteration 17Q: 3 clusters Score -564102.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -564107.500000 Penalty: 2845.307373
	Iteration 18Q: 3 clusters Score -564107.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -564111.312500 Penalty: 2845.307373
	Iteration 19Q: 3 clusters Score -564111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -564113.562500 Penalty: 2845.307373
	Iteration 20F: 3 clusters Score -564113.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -564117.375000 Penalty: 2845.307373
	Iteration 21Q: 3 clusters Score -564117.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -564117.687500 Penalty: 2845.307373
	Iteration 22Q: 3 clusters Score -564117.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -564118.437500 Penalty: 2845.307373
	Iteration 23Q: 3 clusters Score -564118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -564119.312500 Penalty: 2845.307373
	Iteration 24Q: 3 clusters Score -564119.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -564119.687500 Penalty: 2845.307373
	Iteration 25Q: 3 clusters Score -564119.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -564119.687500 Penalty: 2845.307373
	Iteration 26F: 3 clusters Score -564119.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -195733.609375 Penalty: 1252.543701
	Iteration 0F: 2 clusters Score -195733.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -193471.437500 Penalty: 2505.087402
	Iteration 0F: 3 clusters Score -193471.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -193972.703125 Penalty: 2505.087402
	Iteration 1F: 3 clusters Score -193972.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -194108.000000 Penalty: 2505.087402
	Iteration 2F: 3 clusters Score -194108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -194196.296875 Penalty: 2505.087402
	Iteration 3F: 3 clusters Score -194196.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -194288.875000 Penalty: 2505.087402
	Iteration 4F: 3 clusters Score -194288.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -194360.968750 Penalty: 2505.087402
	Iteration 5Q: 3 clusters Score -194361 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -194414.562500 Penalty: 2505.087402
	Iteration 6Q: 3 clusters Score -194414.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -194458.906250 Penalty: 2505.087402
	Iteration 7Q: 3 clusters Score -194458.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -194494.984375 Penalty: 2505.087402
	Iteration 8Q: 3 clusters Score -194495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -194538.421875 Penalty: 2505.087402
	Iteration 9Q: 3 clusters Score -194538.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -194575.109375 Penalty: 2505.087402
	Iteration 10Q: 3 clusters Score -194575.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -194617.203125 Penalty: 2505.087402
	Iteration 11Q: 3 clusters Score -194617.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -194656.343750 Penalty: 2505.087402
	Iteration 12Q: 3 clusters Score -194656.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -194685.921875 Penalty: 2505.087402
	Iteration 13Q: 3 clusters Score -194685.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -194717.703125 Penalty: 2505.087402
	Iteration 14Q: 3 clusters Score -194717.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -194748.031250 Penalty: 2505.087402
	Iteration 15Q: 3 clusters Score -194748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -194778.750000 Penalty: 2505.087402
	Iteration 16Q: 3 clusters Score -194778.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -194806.890625 Penalty: 2505.087402
	Iteration 17Q: 3 clusters Score -194806.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -194820.546875 Penalty: 2505.087402
	Iteration 18Q: 3 clusters Score -194820.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -194845.390625 Penalty: 2505.087402
	Iteration 19Q: 3 clusters Score -194845.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -194866.812500 Penalty: 2505.087402
	Iteration 20F: 3 clusters Score -194866.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -194894.687500 Penalty: 2505.087402
	Iteration 21Q: 3 clusters Score -194894.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -194912.703125 Penalty: 2505.087402
	Iteration 22Q: 3 clusters Score -194912.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -194931.468750 Penalty: 2505.087402
	Iteration 23Q: 3 clusters Score -194931.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -194947.468750 Penalty: 2505.087402
	Iteration 24Q: 3 clusters Score -194947.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -194960.343750 Penalty: 2505.087402
	Iteration 25Q: 3 clusters Score -194960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -194964.562500 Penalty: 2505.087402
	Iteration 26Q: 3 clusters Score -194964.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -194969.296875 Penalty: 2505.087402
	Iteration 27Q: 3 clusters Score -194969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -194970.750000 Penalty: 2505.087402
	Iteration 28Q: 3 clusters Score -194970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -194971.375000 Penalty: 2505.087402
	Iteration 29Q: 3 clusters Score -194971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -194971.375000 Penalty: 2505.087402
	Iteration 30F: 3 clusters Score -194971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -206779.312500 Penalty: 1252.981201
	Iteration 0F: 2 clusters Score -206779.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -204545.875000 Penalty: 2505.962402
	Iteration 0F: 3 clusters Score -204545.9 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -205044.656250 Penalty: 2505.962402
	Iteration 1F: 3 clusters Score -205044.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -205200.796875 Penalty: 2505.962402
	Iteration 2F: 3 clusters Score -205200.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -205305.875000 Penalty: 2505.962402
	Iteration 3F: 3 clusters Score -205305.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -205401.812500 Penalty: 2505.962402
	Iteration 4Q: 3 clusters Score -205401.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -205498.843750 Penalty: 2505.962402
	Iteration 5Q: 3 clusters Score -205498.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -205603.921875 Penalty: 2505.962402
	Iteration 6Q: 3 clusters Score -205603.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -205713.031250 Penalty: 2505.962402
	Iteration 7Q: 3 clusters Score -205713 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -205822.812500 Penalty: 2505.962402
	Iteration 8Q: 3 clusters Score -205822.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -205939.171875 Penalty: 2505.962402
	Iteration 9Q: 3 clusters Score -205939.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -206055.203125 Penalty: 2505.962402
	Iteration 10Q: 3 clusters Score -206055.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -206140.093750 Penalty: 2505.962402
	Iteration 11Q: 3 clusters Score -206140.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -206179.375000 Penalty: 2505.962402
	Iteration 12Q: 3 clusters Score -206179.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -206205.296875 Penalty: 2505.962402
	Iteration 13Q: 3 clusters Score -206205.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -206223.109375 Penalty: 2505.962402
	Iteration 14Q: 3 clusters Score -206223.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -206231.109375 Penalty: 2505.962402
	Iteration 15Q: 3 clusters Score -206231.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -206237.062500 Penalty: 2505.962402
	Iteration 16Q: 3 clusters Score -206237.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -206246.343750 Penalty: 2505.962402
	Iteration 17Q: 3 clusters Score -206246.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -206251.781250 Penalty: 2505.962402
	Iteration 18Q: 3 clusters Score -206251.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -206257.500000 Penalty: 2505.962402
	Iteration 19Q: 3 clusters Score -206257.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -206261.890625 Penalty: 2505.962402
	Iteration 20F: 3 clusters Score -206261.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -206264.578125 Penalty: 2505.962402
	Iteration 21Q: 3 clusters Score -206264.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -206265.218750 Penalty: 2505.962402
	Iteration 22Q: 3 clusters Score -206265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -206265.656250 Penalty: 2505.962402
	Iteration 23Q: 3 clusters Score -206265.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -206265.656250 Penalty: 2505.962402
	Iteration 24F: 3 clusters Score -206265.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -145923.921875 Penalty: 1198.479004
	Iteration 0F: 2 clusters Score -145923.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -144123.921875 Penalty: 2396.958008
	Iteration 0F: 3 clusters Score -144123.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -144487.640625 Penalty: 2396.958008
	Iteration 1F: 3 clusters Score -144487.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -144563.265625 Penalty: 2396.958008
	Iteration 2F: 3 clusters Score -144563.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -144614.062500 Penalty: 2396.958008
	Iteration 3Q: 3 clusters Score -144614.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144645.500000 Penalty: 2396.958008
	Iteration 4Q: 3 clusters Score -144645.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -144659.687500 Penalty: 2396.958008
	Iteration 5Q: 3 clusters Score -144659.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -144669.750000 Penalty: 2396.958008
	Iteration 6Q: 3 clusters Score -144669.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -144684.765625 Penalty: 2396.958008
	Iteration 7Q: 3 clusters Score -144684.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -144696.390625 Penalty: 2396.958008
	Iteration 8Q: 3 clusters Score -144696.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -144700.781250 Penalty: 2396.958008
	Iteration 9Q: 3 clusters Score -144700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -144703.281250 Penalty: 2396.958008
	Iteration 10Q: 3 clusters Score -144703.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -144704.562500 Penalty: 2396.958008
	Iteration 11Q: 3 clusters Score -144704.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -144706.906250 Penalty: 2396.958008
	Iteration 12Q: 3 clusters Score -144706.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -144708.515625 Penalty: 2396.958008
	Iteration 13Q: 3 clusters Score -144708.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -144710.031250 Penalty: 2396.958008
	Iteration 14Q: 3 clusters Score -144710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -144710.828125 Penalty: 2396.958008
	Iteration 15Q: 3 clusters Score -144710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -144711.296875 Penalty: 2396.958008
	Iteration 16Q: 3 clusters Score -144711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -144711.859375 Penalty: 2396.958008
	Iteration 17Q: 3 clusters Score -144711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -144712.390625 Penalty: 2396.958008
	Iteration 18Q: 3 clusters Score -144712.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -144712.390625 Penalty: 2396.958008
	Iteration 19F: 3 clusters Score -144712.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Entering Unmasked Estep 
Score: -1445883.625000 Penalty: 1569.814453
	Iteration 0F: 2 clusters Score -1445884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1435052.125000 Penalty: 3139.628906
	Iteration 0F: 3 clusters Score -1435052 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1438863.625000 Penalty: 3139.628906
	Iteration 1F: 3 clusters Score -1438864 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1439298.125000 Penalty: 3139.628906
	Iteration 2F: 3 clusters Score -1439298 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1439857.750000 Penalty: 3139.628906
	Iteration 3F: 3 clusters Score -1439858 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1440597.500000 Penalty: 3139.628906
	Iteration 4F: 3 clusters Score -1440598 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1441494.125000 Penalty: 3139.628906
	Iteration 5F: 3 clusters Score -1441494 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1442409.750000 Penalty: 3139.628906
	Iteration 6F: 3 clusters Score -1442410 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1443214.250000 Penalty: 3139.628906
	Iteration 7F: 3 clusters Score -1443214 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1443832.875000 Penalty: 3139.628906
	Iteration 8F: 3 clusters Score -1443833 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1444209.125000 Penalty: 3139.628906
	Iteration 9Q: 3 clusters Score -1444209 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1444436.625000 Penalty: 3139.628906
	Iteration 10Q: 3 clusters Score -1444437 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1444569.125000 Penalty: 3139.628906
	Iteration 11Q: 3 clusters Score -1444569 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1444642.125000 Penalty: 3139.628906
	Iteration 12Q: 3 clusters Score -1444642 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1444691.000000 Penalty: 3139.628906
	Iteration 13Q: 3 clusters Score -1444691 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1444715.500000 Penalty: 3139.628906
	Iteration 14Q: 3 clusters Score -1444716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1444733.125000 Penalty: 3139.628906
	Iteration 15Q: 3 clusters Score -1444733 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1444753.125000 Penalty: 3139.628906
	Iteration 16Q: 3 clusters Score -1444753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1444757.500000 Penalty: 3139.628906
	Iteration 17Q: 3 clusters Score -1444758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1444777.750000 Penalty: 3139.628906
	Iteration 18Q: 3 clusters Score -1444778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1444789.000000 Penalty: 3139.628906
	Iteration 19Q: 3 clusters Score -1444789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1444794.375000 Penalty: 3139.628906
	Iteration 20F: 3 clusters Score -1444794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1444801.875000 Penalty: 3139.628906
	Iteration 21Q: 3 clusters Score -1444802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1444812.375000 Penalty: 3139.628906
	Iteration 22Q: 3 clusters Score -1444812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1444817.125000 Penalty: 3139.628906
	Iteration 23Q: 3 clusters Score -1444817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1444821.000000 Penalty: 3139.628906
	Iteration 24Q: 3 clusters Score -1444821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1444827.625000 Penalty: 3139.628906
	Iteration 25Q: 3 clusters Score -1444828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1444832.125000 Penalty: 3139.628906
	Iteration 26Q: 3 clusters Score -1444832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1444834.875000 Penalty: 3139.628906
	Iteration 27Q: 3 clusters Score -1444835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1444843.250000 Penalty: 3139.628906
	Iteration 28Q: 3 clusters Score -1444843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1444852.625000 Penalty: 3139.628906
	Iteration 29Q: 3 clusters Score -1444853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1444861.375000 Penalty: 3139.628906
	Iteration 30Q: 3 clusters Score -1444861 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1444869.625000 Penalty: 3139.628906
	Iteration 31Q: 3 clusters Score -1444870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1444871.000000 Penalty: 3139.628906
	Iteration 32Q: 3 clusters Score -1444871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1444876.625000 Penalty: 3139.628906
	Iteration 33Q: 3 clusters Score -1444877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1444876.000000 Penalty: 3139.628906
	Iteration 34Q: 3 clusters Score -1444876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1444882.125000 Penalty: 3139.628906
	Iteration 35Q: 3 clusters Score -1444882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1444891.125000 Penalty: 3139.628906
	Iteration 36Q: 3 clusters Score -1444891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1444895.125000 Penalty: 3139.628906
	Iteration 37Q: 3 clusters Score -1444895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1444897.500000 Penalty: 3139.628906
	Iteration 38Q: 3 clusters Score -1444898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1444899.750000 Penalty: 3139.628906
	Iteration 39Q: 3 clusters Score -1444900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1444903.000000 Penalty: 3139.628906
	Iteration 40F: 3 clusters Score -1444903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1444910.375000 Penalty: 3139.628906
	Iteration 41Q: 3 clusters Score -1444910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1444909.875000 Penalty: 3139.628906
	Iteration 42Q: 3 clusters Score -1444910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1444914.500000 Penalty: 3139.628906
	Iteration 43Q: 3 clusters Score -1444914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1444913.875000 Penalty: 3139.628906
	Iteration 44Q: 3 clusters Score -1444914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1444918.375000 Penalty: 3139.628906
	Iteration 45Q: 3 clusters Score -1444918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1444923.500000 Penalty: 3139.628906
	Iteration 46Q: 3 clusters Score -1444924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1444923.750000 Penalty: 3139.628906
	Iteration 47Q: 3 clusters Score -1444924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1444929.125000 Penalty: 3139.628906
	Iteration 48Q: 3 clusters Score -1444929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1444927.000000 Penalty: 3139.628906
	Iteration 49Q: 3 clusters Score -1444927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1444929.750000 Penalty: 3139.628906
	Iteration 50Q: 3 clusters Score -1444930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1444932.125000 Penalty: 3139.628906
	Iteration 51Q: 3 clusters Score -1444932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1444935.125000 Penalty: 3139.628906
	Iteration 52Q: 3 clusters Score -1444935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1444938.250000 Penalty: 3139.628906
	Iteration 53Q: 3 clusters Score -1444938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1444942.125000 Penalty: 3139.628906
	Iteration 54Q: 3 clusters Score -1444942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1444944.125000 Penalty: 3139.628906
	Iteration 55Q: 3 clusters Score -1444944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1444943.750000 Penalty: 3139.628906
	Iteration 56Q: 3 clusters Score -1444944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1444948.250000 Penalty: 3139.628906
	Iteration 57Q: 3 clusters Score -1444948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1444949.000000 Penalty: 3139.628906
	Iteration 58Q: 3 clusters Score -1444949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1444951.125000 Penalty: 3139.628906
	Iteration 59Q: 3 clusters Score -1444951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1444950.375000 Penalty: 3139.628906
	Iteration 60F: 3 clusters Score -1444950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1444952.375000 Penalty: 3139.628906
	Iteration 61Q: 3 clusters Score -1444952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1444953.250000 Penalty: 3139.628906
	Iteration 62Q: 3 clusters Score -1444953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1444955.750000 Penalty: 3139.628906
	Iteration 63Q: 3 clusters Score -1444956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1444959.375000 Penalty: 3139.628906
	Iteration 64Q: 3 clusters Score -1444959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1444966.375000 Penalty: 3139.628906
	Iteration 65Q: 3 clusters Score -1444966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1444968.125000 Penalty: 3139.628906
	Iteration 66Q: 3 clusters Score -1444968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1444974.250000 Penalty: 3139.628906
	Iteration 67Q: 3 clusters Score -1444974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1444975.125000 Penalty: 3139.628906
	Iteration 68Q: 3 clusters Score -1444975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1444979.000000 Penalty: 3139.628906
	Iteration 69Q: 3 clusters Score -1444979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1444982.625000 Penalty: 3139.628906
	Iteration 70Q: 3 clusters Score -1444983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1444985.125000 Penalty: 3139.628906
	Iteration 71Q: 3 clusters Score -1444985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1444988.625000 Penalty: 3139.628906
	Iteration 72Q: 3 clusters Score -1444989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1444996.250000 Penalty: 3139.628906
	Iteration 73Q: 3 clusters Score -1444996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1444996.125000 Penalty: 3139.628906
	Iteration 74Q: 3 clusters Score -1444996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1445003.750000 Penalty: 3139.628906
	Iteration 75Q: 3 clusters Score -1445004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1445005.750000 Penalty: 3139.628906
	Iteration 76Q: 3 clusters Score -1445006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1445014.875000 Penalty: 3139.628906
	Iteration 77Q: 3 clusters Score -1445015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1445018.375000 Penalty: 3139.628906
	Iteration 78Q: 3 clusters Score -1445018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1445013.625000 Penalty: 3139.628906
	Iteration 79Q: 3 clusters Score -1445014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1445018.250000 Penalty: 3139.628906
	Iteration 80F: 3 clusters Score -1445018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1445024.875000 Penalty: 3139.628906
	Iteration 81Q: 3 clusters Score -1445025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1445025.125000 Penalty: 3139.628906
	Iteration 82Q: 3 clusters Score -1445025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1445028.375000 Penalty: 3139.628906
	Iteration 83Q: 3 clusters Score -1445028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1445028.875000 Penalty: 3139.628906
	Iteration 84Q: 3 clusters Score -1445029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1445029.750000 Penalty: 3139.628906
	Iteration 85Q: 3 clusters Score -1445030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1445033.625000 Penalty: 3139.628906
	Iteration 86Q: 3 clusters Score -1445034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1445034.250000 Penalty: 3139.628906
	Iteration 87Q: 3 clusters Score -1445034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1445035.625000 Penalty: 3139.628906
	Iteration 88Q: 3 clusters Score -1445036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1445035.500000 Penalty: 3139.628906
	Iteration 89Q: 3 clusters Score -1445036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1445037.500000 Penalty: 3139.628906
	Iteration 90Q: 3 clusters Score -1445038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1445034.750000 Penalty: 3139.628906
	Iteration 91Q: 3 clusters Score -1445035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1445035.625000 Penalty: 3139.628906
	Iteration 92Q: 3 clusters Score -1445036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1445035.625000 Penalty: 3139.628906
	Iteration 93F: 3 clusters Score -1445036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Entering Unmasked Estep 
Score: -614060.937500 Penalty: 1434.773071
	Iteration 0F: 2 clusters Score -614060.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -608911.562500 Penalty: 2869.546143
	Iteration 0F: 3 clusters Score -608911.6 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -610494.687500 Penalty: 2869.546143
	Iteration 1F: 3 clusters Score -610494.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -610699.437500 Penalty: 2869.546143
	Iteration 2F: 3 clusters Score -610699.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -610862.000000 Penalty: 2869.546143
	Iteration 3Q: 3 clusters Score -610862 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -611006.062500 Penalty: 2869.546143
	Iteration 4Q: 3 clusters Score -611006.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -611133.937500 Penalty: 2869.546143
	Iteration 5Q: 3 clusters Score -611133.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -611250.500000 Penalty: 2869.546143
	Iteration 6Q: 3 clusters Score -611250.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -611363.625000 Penalty: 2869.546143
	Iteration 7Q: 3 clusters Score -611363.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -611475.562500 Penalty: 2869.546143
	Iteration 8Q: 3 clusters Score -611475.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -611601.250000 Penalty: 2869.546143
	Iteration 9Q: 3 clusters Score -611601.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -611744.937500 Penalty: 2869.546143
	Iteration 10Q: 3 clusters Score -611744.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -611904.875000 Penalty: 2869.546143
	Iteration 11Q: 3 clusters Score -611904.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -612088.750000 Penalty: 2869.546143
	Iteration 12Q: 3 clusters Score -612088.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -612245.750000 Penalty: 2869.546143
	Iteration 13Q: 3 clusters Score -612245.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -612359.937500 Penalty: 2869.546143
	Iteration 14Q: 3 clusters Score -612359.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -612444.187500 Penalty: 2869.546143
	Iteration 15Q: 3 clusters Score -612444.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -612512.625000 Penalty: 2869.546143
	Iteration 16Q: 3 clusters Score -612512.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -612573.187500 Penalty: 2869.546143
	Iteration 17Q: 3 clusters Score -612573.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -612627.750000 Penalty: 2869.546143
	Iteration 18Q: 3 clusters Score -612627.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -612667.062500 Penalty: 2869.546143
	Iteration 19Q: 3 clusters Score -612667.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -612689.562500 Penalty: 2869.546143
	Iteration 20F: 3 clusters Score -612689.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -612713.187500 Penalty: 2869.546143
	Iteration 21Q: 3 clusters Score -612713.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -612731.437500 Penalty: 2869.546143
	Iteration 22Q: 3 clusters Score -612731.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -612750.437500 Penalty: 2869.546143
	Iteration 23Q: 3 clusters Score -612750.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -612763.312500 Penalty: 2869.546143
	Iteration 24Q: 3 clusters Score -612763.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -612772.437500 Penalty: 2869.546143
	Iteration 25Q: 3 clusters Score -612772.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -612777.750000 Penalty: 2869.546143
	Iteration 26Q: 3 clusters Score -612777.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -612782.812500 Penalty: 2869.546143
	Iteration 27Q: 3 clusters Score -612782.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -612786.500000 Penalty: 2869.546143
	Iteration 28Q: 3 clusters Score -612786.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -612790.000000 Penalty: 2869.546143
	Iteration 29Q: 3 clusters Score -612790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -612794.687500 Penalty: 2869.546143
	Iteration 30Q: 3 clusters Score -612794.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -612797.312500 Penalty: 2869.546143
	Iteration 31Q: 3 clusters Score -612797.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -612804.812500 Penalty: 2869.546143
	Iteration 32Q: 3 clusters Score -612804.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -612809.562500 Penalty: 2869.546143
	Iteration 33Q: 3 clusters Score -612809.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -612815.937500 Penalty: 2869.546143
	Iteration 34Q: 3 clusters Score -612815.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -612821.875000 Penalty: 2869.546143
	Iteration 35Q: 3 clusters Score -612821.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -612828.250000 Penalty: 2869.546143
	Iteration 36Q: 3 clusters Score -612828.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -612832.187500 Penalty: 2869.546143
	Iteration 37Q: 3 clusters Score -612832.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -612834.062500 Penalty: 2869.546143
	Iteration 38Q: 3 clusters Score -612834.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -612835.500000 Penalty: 2869.546143
	Iteration 39Q: 3 clusters Score -612835.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -612835.937500 Penalty: 2869.546143
	Iteration 40F: 3 clusters Score -612835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -612838.750000 Penalty: 2869.546143
	Iteration 41Q: 3 clusters Score -612838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -612839.687500 Penalty: 2869.546143
	Iteration 42Q: 3 clusters Score -612839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -612841.062500 Penalty: 2869.546143
	Iteration 43Q: 3 clusters Score -612841.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -612841.062500 Penalty: 2869.546143
	Iteration 44F: 3 clusters Score -612841.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Entering Unmasked Estep 
Score: -7664157.500000 Penalty: 1829.468140
	Iteration 0F: 2 clusters Score -7664158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -7613073.500000 Penalty: 3658.936279
	Iteration 0F: 3 clusters Score -7613074 nChanged 36590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -7633852.500000 Penalty: 3658.936279
	Iteration 1F: 3 clusters Score -7633852 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -7634414.000000 Penalty: 3658.936279
	Iteration 2Q: 3 clusters Score -7634414 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -7635373.000000 Penalty: 3658.936279
	Iteration 3Q: 3 clusters Score -7635373 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -7636790.000000 Penalty: 3658.936279
	Iteration 4Q: 3 clusters Score -7636790 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -7639259.500000 Penalty: 3658.936279
	Iteration 5F: 3 clusters Score -7639260 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -7643277.000000 Penalty: 3658.936279
	Iteration 6F: 3 clusters Score -7643277 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -7649068.000000 Penalty: 3658.936279
	Iteration 7F: 3 clusters Score -7649068 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69605 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -7655295.000000 Penalty: 3658.936279
	Iteration 8F: 3 clusters Score -7655295 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7659513.500000 Penalty: 3658.936279
	Iteration 9F: 3 clusters Score -7659514 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7661411.000000 Penalty: 3658.936279
	Iteration 10Q: 3 clusters Score -7661411 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7662067.500000 Penalty: 3658.936279
	Iteration 11Q: 3 clusters Score -7662068 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7662318.500000 Penalty: 3658.936279
	Iteration 12Q: 3 clusters Score -7662318 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7662436.000000 Penalty: 3658.936279
	Iteration 13Q: 3 clusters Score -7662436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7662487.500000 Penalty: 3658.936279
	Iteration 14Q: 3 clusters Score -7662488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7662522.000000 Penalty: 3658.936279
	Iteration 15Q: 3 clusters Score -7662522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7662526.000000 Penalty: 3658.936279
	Iteration 16Q: 3 clusters Score -7662526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7662528.500000 Penalty: 3658.936279
	Iteration 17Q: 3 clusters Score -7662528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77324 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7662536.500000 Penalty: 3658.936279
	Iteration 18Q: 3 clusters Score -7662536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7662544.000000 Penalty: 3658.936279
	Iteration 19Q: 3 clusters Score -7662544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7662560.000000 Penalty: 3658.936279
	Iteration 20F: 3 clusters Score -7662560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7662564.000000 Penalty: 3658.936279
	Iteration 21Q: 3 clusters Score -7662564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77333 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7662566.000000 Penalty: 3658.936279
	Iteration 22Q: 3 clusters Score -7662566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77333 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7662566.000000 Penalty: 3658.936279
	Iteration 23Q: 3 clusters Score -7662566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7662564.000000 Penalty: 3658.936279
	Iteration 24Q: 3 clusters Score -7662564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7662564.000000 Penalty: 3658.936279
	Iteration 25F: 3 clusters Score -7662564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -86038.531250 Penalty: 1136.663208
	Iteration 0F: 2 clusters Score -86038.53 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 549 members 
Entering Unmasked Estep 
Score: -84583.843750 Penalty: 2273.326416
	Iteration 0F: 3 clusters Score -84583.84 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -84874.867188 Penalty: 2273.326416
	Iteration 1F: 3 clusters Score -84874.87 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -84954.617188 Penalty: 2273.326416
	Iteration 2F: 3 clusters Score -84954.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -85008.007812 Penalty: 2273.326416
	Iteration 3F: 3 clusters Score -85008.01 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -85082.554688 Penalty: 2273.326416
	Iteration 4Q: 3 clusters Score -85082.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -85142.500000 Penalty: 2273.326416
	Iteration 5Q: 3 clusters Score -85142.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -85184.789062 Penalty: 2273.326416
	Iteration 6Q: 3 clusters Score -85184.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -85236.242188 Penalty: 2273.326416
	Iteration 7Q: 3 clusters Score -85236.24 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -85314.382812 Penalty: 2273.326416
	Iteration 8Q: 3 clusters Score -85314.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -85391.984375 Penalty: 2273.326416
	Iteration 9Q: 3 clusters Score -85391.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -85449.132812 Penalty: 2273.326416
	Iteration 10Q: 3 clusters Score -85449.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -85491.375000 Penalty: 2273.326416
	Iteration 11Q: 3 clusters Score -85491.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -85529.085938 Penalty: 2273.326416
	Iteration 12Q: 3 clusters Score -85529.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -85555.710938 Penalty: 2273.326416
	Iteration 13Q: 3 clusters Score -85555.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -85565.640625 Penalty: 2273.326416
	Iteration 14Q: 3 clusters Score -85565.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -85572.429688 Penalty: 2273.326416
	Iteration 15Q: 3 clusters Score -85572.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -85577.523438 Penalty: 2273.326416
	Iteration 16Q: 3 clusters Score -85577.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -85579.617188 Penalty: 2273.326416
	Iteration 17Q: 3 clusters Score -85579.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -85581.984375 Penalty: 2273.326416
	Iteration 18Q: 3 clusters Score -85581.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -85582.703125 Penalty: 2273.326416
	Iteration 19Q: 3 clusters Score -85582.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -85588.718750 Penalty: 2273.326416
	Iteration 20F: 3 clusters Score -85588.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -85598.398438 Penalty: 2273.326416
	Iteration 21Q: 3 clusters Score -85598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -85598.398438 Penalty: 2273.326416
	Iteration 22F: 3 clusters Score -85598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 206955 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20141 members 
Mstep: Class 7 contains 10934 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86987 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8524 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15684 members 
Mstep: Class 21 contains 6832 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853828.000000 Penalty: 49689.800781
Iteration 159Q: 24 clusters Score -5.385383e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 206909 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20144 members 
Mstep: Class 7 contains 10935 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86987 members 
Mstep: Class 10 contains 11295 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8522 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15710 members 
Mstep: Class 21 contains 6833 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853832.000000 Penalty: 49689.800781
Iteration 160F: 24 clusters Score -5.385383e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 206866 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20145 members 
Mstep: Class 7 contains 10934 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86988 members 
Mstep: Class 10 contains 11309 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8520 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15734 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853852.000000 Penalty: 49689.800781
Iteration 161Q: 24 clusters Score -5.385385e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 206823 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20152 members 
Mstep: Class 7 contains 10935 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86988 members 
Mstep: Class 10 contains 11316 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8519 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15757 members 
Mstep: Class 21 contains 6836 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853888.000000 Penalty: 49689.800781
Iteration 162Q: 24 clusters Score -5.385389e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 206784 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20156 members 
Mstep: Class 7 contains 10937 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86988 members 
Mstep: Class 10 contains 11328 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15772 members 
Mstep: Class 21 contains 6839 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853884.000000 Penalty: 49689.800781
Iteration 163Q: 24 clusters Score -5.385388e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206744 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20160 members 
Mstep: Class 7 contains 10939 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86989 members 
Mstep: Class 10 contains 11343 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8516 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15783 members 
Mstep: Class 21 contains 6841 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853944.000000 Penalty: 49689.800781
Iteration 164Q: 24 clusters Score -5.385394e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206709 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20162 members 
Mstep: Class 7 contains 10940 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86988 members 
Mstep: Class 10 contains 11356 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15795 members 
Mstep: Class 21 contains 6842 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853904.000000 Penalty: 49689.800781
Iteration 165Q: 24 clusters Score -5.38539e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206675 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20163 members 
Mstep: Class 7 contains 10937 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86989 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15816 members 
Mstep: Class 21 contains 6845 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853948.000000 Penalty: 49689.800781
Iteration 166Q: 24 clusters Score -5.385395e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206650 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20163 members 
Mstep: Class 7 contains 10935 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86990 members 
Mstep: Class 10 contains 11378 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15833 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853920.000000 Penalty: 49689.800781
Iteration 167Q: 24 clusters Score -5.385392e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206624 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 10935 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86992 members 
Mstep: Class 10 contains 11387 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15848 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853968.000000 Penalty: 49689.800781
Iteration 168Q: 24 clusters Score -5.385397e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206591 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20166 members 
Mstep: Class 7 contains 10934 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86994 members 
Mstep: Class 10 contains 11399 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15866 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853988.000000 Penalty: 49689.800781
Iteration 169Q: 24 clusters Score -5.385399e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206557 members 
Mstep: Class 5 contains 35466 members 
Mstep: Class 6 contains 20168 members 
Mstep: Class 7 contains 10936 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86993 members 
Mstep: Class 10 contains 11413 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2228 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15887 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 77519 members 
Mstep: Class 23 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853996.000000 Penalty: 49689.800781
Iteration 170Q: 24 clusters Score -5.3854e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206521 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20169 members 
Mstep: Class 7 contains 10937 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86995 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11183 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15899 members 
Mstep: Class 21 contains 6853 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853948.000000 Penalty: 49689.800781
Iteration 171Q: 24 clusters Score -5.385395e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206494 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20169 members 
Mstep: Class 7 contains 10938 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86996 members 
Mstep: Class 10 contains 11457 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11182 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15905 members 
Mstep: Class 21 contains 6854 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853904.000000 Penalty: 49689.800781
Iteration 172Q: 24 clusters Score -5.38539e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206445 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20171 members 
Mstep: Class 7 contains 10938 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86997 members 
Mstep: Class 10 contains 11484 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11182 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15928 members 
Mstep: Class 21 contains 6856 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853948.000000 Penalty: 49689.800781
Iteration 173Q: 24 clusters Score -5.385395e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 206396 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20172 members 
Mstep: Class 7 contains 10941 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86997 members 
Mstep: Class 10 contains 11512 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11183 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15946 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853900.000000 Penalty: 49689.800781
Iteration 174Q: 24 clusters Score -5.38539e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206340 members 
Mstep: Class 5 contains 35464 members 
Mstep: Class 6 contains 20173 members 
Mstep: Class 7 contains 10946 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86997 members 
Mstep: Class 10 contains 11535 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11183 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 15976 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853884.000000 Penalty: 49689.800781
Iteration 175Q: 24 clusters Score -5.385388e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206284 members 
Mstep: Class 5 contains 35463 members 
Mstep: Class 6 contains 20175 members 
Mstep: Class 7 contains 10948 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86997 members 
Mstep: Class 10 contains 11554 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16009 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853876.000000 Penalty: 49689.800781
Iteration 176Q: 24 clusters Score -5.385388e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 9061 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206226 members 
Mstep: Class 5 contains 35463 members 
Mstep: Class 6 contains 20179 members 
Mstep: Class 7 contains 10949 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86998 members 
Mstep: Class 10 contains 11566 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16038 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853816.000000 Penalty: 49689.800781
Iteration 177Q: 24 clusters Score -5.385382e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 9061 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206159 members 
Mstep: Class 5 contains 35463 members 
Mstep: Class 6 contains 20182 members 
Mstep: Class 7 contains 10950 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86999 members 
Mstep: Class 10 contains 11577 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16070 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853848.000000 Penalty: 49689.800781
Iteration 178Q: 24 clusters Score -5.385385e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 206080 members 
Mstep: Class 5 contains 35462 members 
Mstep: Class 6 contains 20182 members 
Mstep: Class 7 contains 10949 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87000 members 
Mstep: Class 10 contains 11596 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16117 members 
Mstep: Class 21 contains 6865 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853840.000000 Penalty: 49689.800781
Iteration 179Q: 24 clusters Score -5.385384e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 9061 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 206014 members 
Mstep: Class 5 contains 35461 members 
Mstep: Class 6 contains 20181 members 
Mstep: Class 7 contains 10952 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86999 members 
Mstep: Class 10 contains 11607 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11183 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16158 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853872.000000 Penalty: 49689.800781
Iteration 180F: 24 clusters Score -5.385387e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 205945 members 
Mstep: Class 5 contains 35461 members 
Mstep: Class 6 contains 20182 members 
Mstep: Class 7 contains 10958 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86999 members 
Mstep: Class 10 contains 11618 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11183 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16208 members 
Mstep: Class 21 contains 6871 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853884.000000 Penalty: 49689.800781
Iteration 181Q: 24 clusters Score -5.385388e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 205860 members 
Mstep: Class 5 contains 35462 members 
Mstep: Class 6 contains 20184 members 
Mstep: Class 7 contains 10961 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 86999 members 
Mstep: Class 10 contains 11639 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8516 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16255 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853888.000000 Penalty: 49689.800781
Iteration 182Q: 24 clusters Score -5.385389e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 205799 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 20185 members 
Mstep: Class 7 contains 10961 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87000 members 
Mstep: Class 10 contains 11650 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16279 members 
Mstep: Class 21 contains 6883 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853960.000000 Penalty: 49689.800781
Iteration 183Q: 24 clusters Score -5.385396e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 205738 members 
Mstep: Class 5 contains 35468 members 
Mstep: Class 6 contains 20181 members 
Mstep: Class 7 contains 10962 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87000 members 
Mstep: Class 10 contains 11664 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16306 members 
Mstep: Class 21 contains 6891 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854012.000000 Penalty: 49689.800781
Iteration 184Q: 24 clusters Score -5.385401e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 205687 members 
Mstep: Class 5 contains 35471 members 
Mstep: Class 6 contains 20181 members 
Mstep: Class 7 contains 10964 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87000 members 
Mstep: Class 10 contains 11676 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16326 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 77519 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854068.000000 Penalty: 49689.800781
Iteration 185Q: 24 clusters Score -5.385407e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 9061 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 205636 members 
Mstep: Class 5 contains 35472 members 
Mstep: Class 6 contains 20181 members 
Mstep: Class 7 contains 10967 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87000 members 
Mstep: Class 10 contains 11687 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 11182 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8516 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16356 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 77519 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854056.000000 Penalty: 49689.800781
Iteration 186Q: 24 clusters Score -5.385406e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 205595 members 
Mstep: Class 5 contains 35474 members 
Mstep: Class 6 contains 20183 members 
Mstep: Class 7 contains 10969 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87001 members 
Mstep: Class 10 contains 11693 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11183 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16379 members 
Mstep: Class 21 contains 6905 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854072.000000 Penalty: 49689.800781
Iteration 187Q: 24 clusters Score -5.385407e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 9061 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 205564 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20183 members 
Mstep: Class 7 contains 10968 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87003 members 
Mstep: Class 10 contains 11703 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16397 members 
Mstep: Class 21 contains 6908 members 
Mstep: Class 22 contains 77516 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854088.000000 Penalty: 49689.800781
Iteration 188Q: 24 clusters Score -5.385409e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205533 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20182 members 
Mstep: Class 7 contains 10967 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87003 members 
Mstep: Class 10 contains 11713 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16418 members 
Mstep: Class 21 contains 6911 members 
Mstep: Class 22 contains 77516 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854140.000000 Penalty: 49689.800781
Iteration 189Q: 24 clusters Score -5.385414e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205489 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20184 members 
Mstep: Class 7 contains 10969 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87003 members 
Mstep: Class 10 contains 11722 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6335 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16445 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854132.000000 Penalty: 49689.800781
Iteration 190Q: 24 clusters Score -5.385413e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205445 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20187 members 
Mstep: Class 7 contains 10970 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87004 members 
Mstep: Class 10 contains 11734 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 16464 members 
Mstep: Class 21 contains 6915 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854140.000000 Penalty: 49689.800781
Iteration 191Q: 24 clusters Score -5.385414e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205404 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20190 members 
Mstep: Class 7 contains 10969 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87005 members 
Mstep: Class 10 contains 11749 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1597 members 
Mstep: Class 20 contains 16482 members 
Mstep: Class 21 contains 6917 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854108.000000 Penalty: 49689.800781
Iteration 192Q: 24 clusters Score -5.385411e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66076 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205362 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20190 members 
Mstep: Class 7 contains 10968 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87005 members 
Mstep: Class 10 contains 11766 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16494 members 
Mstep: Class 21 contains 6922 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854176.000000 Penalty: 49689.800781
Iteration 193Q: 24 clusters Score -5.385418e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205317 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20188 members 
Mstep: Class 7 contains 10967 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87005 members 
Mstep: Class 10 contains 11782 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16514 members 
Mstep: Class 21 contains 6924 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854152.000000 Penalty: 49689.800781
Iteration 194Q: 24 clusters Score -5.385415e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205283 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20189 members 
Mstep: Class 7 contains 10968 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87005 members 
Mstep: Class 10 contains 11795 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8514 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16522 members 
Mstep: Class 21 contains 6927 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854164.000000 Penalty: 49689.800781
Iteration 195Q: 24 clusters Score -5.385416e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205248 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20189 members 
Mstep: Class 7 contains 10970 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87006 members 
Mstep: Class 10 contains 11808 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8514 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16531 members 
Mstep: Class 21 contains 6929 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854160.000000 Penalty: 49689.800781
Iteration 196Q: 24 clusters Score -5.385416e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205216 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20189 members 
Mstep: Class 7 contains 10973 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87005 members 
Mstep: Class 10 contains 11820 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8514 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16537 members 
Mstep: Class 21 contains 6931 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854144.000000 Penalty: 49689.800781
Iteration 197Q: 24 clusters Score -5.385414e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205180 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20190 members 
Mstep: Class 7 contains 10975 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87006 members 
Mstep: Class 10 contains 11834 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8514 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16543 members 
Mstep: Class 21 contains 6932 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854196.000000 Penalty: 49689.800781
Iteration 198Q: 24 clusters Score -5.38542e+07 nChanged 45
Entering ConstructFrom: 
Score: -53854196.000000 Penalty: 49689.800781
Entering ConstructFrom: 
Trying to split cluster 1 (66128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Entering Unmasked Estep 
Score: -6014222.500000 Penalty: 1803.643921
	Iteration 0F: 2 clusters Score -6014222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -5970124.000000 Penalty: 3607.287842
	Iteration 0F: 3 clusters Score -5970124 nChanged 31242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -5988902.500000 Penalty: 3607.287842
	Iteration 1F: 3 clusters Score -5988902 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -5990074.500000 Penalty: 3607.287842
	Iteration 2Q: 3 clusters Score -5990074 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -5991583.000000 Penalty: 3607.287842
	Iteration 3F: 3 clusters Score -5991583 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -5993466.500000 Penalty: 3607.287842
	Iteration 4F: 3 clusters Score -5993466 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -5995596.500000 Penalty: 3607.287842
	Iteration 5F: 3 clusters Score -5995596 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -5998045.000000 Penalty: 3607.287842
	Iteration 6F: 3 clusters Score -5998045 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -6000730.500000 Penalty: 3607.287842
	Iteration 7F: 3 clusters Score -6000730 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -6003514.500000 Penalty: 3607.287842
	Iteration 8F: 3 clusters Score -6003514 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -6005551.500000 Penalty: 3607.287842
	Iteration 9Q: 3 clusters Score -6005552 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -6006776.000000 Penalty: 3607.287842
	Iteration 10Q: 3 clusters Score -6006776 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -6007490.000000 Penalty: 3607.287842
	Iteration 11Q: 3 clusters Score -6007490 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -6008035.500000 Penalty: 3607.287842
	Iteration 12Q: 3 clusters Score -6008036 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -6008474.000000 Penalty: 3607.287842
	Iteration 13Q: 3 clusters Score -6008474 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -6008875.000000 Penalty: 3607.287842
	Iteration 14Q: 3 clusters Score -6008875 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -6009220.500000 Penalty: 3607.287842
	Iteration 15Q: 3 clusters Score -6009220 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -6009606.500000 Penalty: 3607.287842
	Iteration 16Q: 3 clusters Score -6009606 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -6009953.000000 Penalty: 3607.287842
	Iteration 17Q: 3 clusters Score -6009953 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -6010296.500000 Penalty: 3607.287842
	Iteration 18Q: 3 clusters Score -6010296 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -6010631.500000 Penalty: 3607.287842
	Iteration 19Q: 3 clusters Score -6010632 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -6010968.500000 Penalty: 3607.287842
	Iteration 20F: 3 clusters Score -6010968 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -6011349.000000 Penalty: 3607.287842
	Iteration 21Q: 3 clusters Score -6011349 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -6011761.500000 Penalty: 3607.287842
	Iteration 22Q: 3 clusters Score -6011762 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -6012109.000000 Penalty: 3607.287842
	Iteration 23Q: 3 clusters Score -6012109 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -6012406.000000 Penalty: 3607.287842
	Iteration 24Q: 3 clusters Score -6012406 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -6012652.000000 Penalty: 3607.287842
	Iteration 25Q: 3 clusters Score -6012652 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -6012812.500000 Penalty: 3607.287842
	Iteration 26Q: 3 clusters Score -6012812 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -6012944.000000 Penalty: 3607.287842
	Iteration 27Q: 3 clusters Score -6012944 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -6013035.500000 Penalty: 3607.287842
	Iteration 28Q: 3 clusters Score -6013036 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -6013132.000000 Penalty: 3607.287842
	Iteration 29Q: 3 clusters Score -6013132 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -6013208.000000 Penalty: 3607.287842
	Iteration 30Q: 3 clusters Score -6013208 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -6013244.000000 Penalty: 3607.287842
	Iteration 31Q: 3 clusters Score -6013244 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -6013254.000000 Penalty: 3607.287842
	Iteration 32Q: 3 clusters Score -6013254 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -6013276.500000 Penalty: 3607.287842
	Iteration 33Q: 3 clusters Score -6013276 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -6013288.000000 Penalty: 3607.287842
	Iteration 34Q: 3 clusters Score -6013288 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -6013302.500000 Penalty: 3607.287842
	Iteration 35Q: 3 clusters Score -6013302 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -6013318.500000 Penalty: 3607.287842
	Iteration 36Q: 3 clusters Score -6013318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -6013332.500000 Penalty: 3607.287842
	Iteration 37Q: 3 clusters Score -6013332 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -6013347.500000 Penalty: 3607.287842
	Iteration 38Q: 3 clusters Score -6013348 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -6013377.000000 Penalty: 3607.287842
	Iteration 39Q: 3 clusters Score -6013377 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -6013383.000000 Penalty: 3607.287842
	Iteration 40F: 3 clusters Score -6013383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -6013387.000000 Penalty: 3607.287842
	Iteration 41Q: 3 clusters Score -6013387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -6013396.000000 Penalty: 3607.287842
	Iteration 42Q: 3 clusters Score -6013396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -6013404.000000 Penalty: 3607.287842
	Iteration 43Q: 3 clusters Score -6013404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -6013405.500000 Penalty: 3607.287842
	Iteration 44Q: 3 clusters Score -6013406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -6013401.500000 Penalty: 3607.287842
	Iteration 45Q: 3 clusters Score -6013402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -6013405.500000 Penalty: 3607.287842
	Iteration 46Q: 3 clusters Score -6013406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -6013418.500000 Penalty: 3607.287842
	Iteration 47Q: 3 clusters Score -6013418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -6013413.500000 Penalty: 3607.287842
	Iteration 48Q: 3 clusters Score -6013414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -6013428.500000 Penalty: 3607.287842
	Iteration 49Q: 3 clusters Score -6013428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -6013419.000000 Penalty: 3607.287842
	Iteration 50Q: 3 clusters Score -6013419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -6013419.000000 Penalty: 3607.287842
	Iteration 51Q: 3 clusters Score -6013419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -6013425.500000 Penalty: 3607.287842
	Iteration 52Q: 3 clusters Score -6013426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -6013423.000000 Penalty: 3607.287842
	Iteration 53Q: 3 clusters Score -6013423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -6013435.000000 Penalty: 3607.287842
	Iteration 54Q: 3 clusters Score -6013435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -6013434.500000 Penalty: 3607.287842
	Iteration 55Q: 3 clusters Score -6013434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -6013436.000000 Penalty: 3607.287842
	Iteration 56Q: 3 clusters Score -6013436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -6013430.500000 Penalty: 3607.287842
	Iteration 57Q: 3 clusters Score -6013430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -6013437.000000 Penalty: 3607.287842
	Iteration 58Q: 3 clusters Score -6013437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -6013441.000000 Penalty: 3607.287842
	Iteration 59Q: 3 clusters Score -6013441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 63476 members 
Entering Unmasked Estep 
Score: -6013455.000000 Penalty: 3607.287842
	Iteration 60F: 3 clusters Score -6013455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -6013470.000000 Penalty: 3607.287842
	Iteration 61Q: 3 clusters Score -6013470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -6013477.500000 Penalty: 3607.287842
	Iteration 62Q: 3 clusters Score -6013478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -6013487.500000 Penalty: 3607.287842
	Iteration 63Q: 3 clusters Score -6013488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -6013497.000000 Penalty: 3607.287842
	Iteration 64Q: 3 clusters Score -6013497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 63572 members 
Entering Unmasked Estep 
Score: -6013499.500000 Penalty: 3607.287842
	Iteration 65Q: 3 clusters Score -6013500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -6013504.000000 Penalty: 3607.287842
	Iteration 66Q: 3 clusters Score -6013504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -6013500.000000 Penalty: 3607.287842
	Iteration 67Q: 3 clusters Score -6013500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -6013502.500000 Penalty: 3607.287842
	Iteration 68Q: 3 clusters Score -6013502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
Score: -6013508.500000 Penalty: 3607.287842
	Iteration 69Q: 3 clusters Score -6013508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -6013511.500000 Penalty: 3607.287842
	Iteration 70Q: 3 clusters Score -6013512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -6013517.500000 Penalty: 3607.287842
	Iteration 71Q: 3 clusters Score -6013518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -6013520.500000 Penalty: 3607.287842
	Iteration 72Q: 3 clusters Score -6013520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -6013522.500000 Penalty: 3607.287842
	Iteration 73Q: 3 clusters Score -6013522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -6013528.000000 Penalty: 3607.287842
	Iteration 74Q: 3 clusters Score -6013528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -6013527.000000 Penalty: 3607.287842
	Iteration 75Q: 3 clusters Score -6013527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -6013530.000000 Penalty: 3607.287842
	Iteration 76Q: 3 clusters Score -6013530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -6013531.000000 Penalty: 3607.287842
	Iteration 77Q: 3 clusters Score -6013531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -6013542.000000 Penalty: 3607.287842
	Iteration 78Q: 3 clusters Score -6013542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -6013560.500000 Penalty: 3607.287842
	Iteration 79Q: 3 clusters Score -6013560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -6013570.000000 Penalty: 3607.287842
	Iteration 80F: 3 clusters Score -6013570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -6013576.000000 Penalty: 3607.287842
	Iteration 81Q: 3 clusters Score -6013576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -6013581.500000 Penalty: 3607.287842
	Iteration 82Q: 3 clusters Score -6013582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -6013603.000000 Penalty: 3607.287842
	Iteration 83Q: 3 clusters Score -6013603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -6013608.000000 Penalty: 3607.287842
	Iteration 84Q: 3 clusters Score -6013608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -6013614.500000 Penalty: 3607.287842
	Iteration 85Q: 3 clusters Score -6013614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -6013616.000000 Penalty: 3607.287842
	Iteration 86Q: 3 clusters Score -6013616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -6013634.000000 Penalty: 3607.287842
	Iteration 87Q: 3 clusters Score -6013634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -6013642.000000 Penalty: 3607.287842
	Iteration 88Q: 3 clusters Score -6013642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -6013657.500000 Penalty: 3607.287842
	Iteration 89Q: 3 clusters Score -6013658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -6013664.000000 Penalty: 3607.287842
	Iteration 90Q: 3 clusters Score -6013664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -6013693.000000 Penalty: 3607.287842
	Iteration 91Q: 3 clusters Score -6013693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -6013714.500000 Penalty: 3607.287842
	Iteration 92Q: 3 clusters Score -6013714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -6013759.000000 Penalty: 3607.287842
	Iteration 93Q: 3 clusters Score -6013759 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 64275 members 
Entering Unmasked Estep 
Score: -6013790.500000 Penalty: 3607.287842
	Iteration 94Q: 3 clusters Score -6013790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -6013813.000000 Penalty: 3607.287842
	Iteration 95Q: 3 clusters Score -6013813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -6013827.000000 Penalty: 3607.287842
	Iteration 96Q: 3 clusters Score -6013827 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -6013856.000000 Penalty: 3607.287842
	Iteration 97Q: 3 clusters Score -6013856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -6013880.000000 Penalty: 3607.287842
	Iteration 98Q: 3 clusters Score -6013880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -6013899.500000 Penalty: 3607.287842
	Iteration 99Q: 3 clusters Score -6013900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -6013912.000000 Penalty: 3607.287842
	Iteration 100F: 3 clusters Score -6013912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -6013909.000000 Penalty: 3607.287842
	Iteration 101Q: 3 clusters Score -6013909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -6013917.000000 Penalty: 3607.287842
	Iteration 102Q: 3 clusters Score -6013917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -6013931.000000 Penalty: 3607.287842
	Iteration 103Q: 3 clusters Score -6013931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -6013937.000000 Penalty: 3607.287842
	Iteration 104Q: 3 clusters Score -6013937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -6013936.500000 Penalty: 3607.287842
	Iteration 105Q: 3 clusters Score -6013936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -6013933.500000 Penalty: 3607.287842
	Iteration 106Q: 3 clusters Score -6013934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -6013946.500000 Penalty: 3607.287842
	Iteration 107Q: 3 clusters Score -6013946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
Score: -6013949.000000 Penalty: 3607.287842
	Iteration 108Q: 3 clusters Score -6013949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -6013948.500000 Penalty: 3607.287842
	Iteration 109Q: 3 clusters Score -6013948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -6013949.500000 Penalty: 3607.287842
	Iteration 110Q: 3 clusters Score -6013950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -6013947.000000 Penalty: 3607.287842
	Iteration 111Q: 3 clusters Score -6013947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -6013946.000000 Penalty: 3607.287842
	Iteration 112Q: 3 clusters Score -6013946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -6013943.000000 Penalty: 3607.287842
	Iteration 113Q: 3 clusters Score -6013943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -6013943.000000 Penalty: 3607.287842
	Iteration 114F: 3 clusters Score -6013943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Entering Unmasked Estep 
Score: -845735.562500 Penalty: 1480.692749
	Iteration 0F: 2 clusters Score -845735.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -839131.562500 Penalty: 2961.385498
	Iteration 0F: 3 clusters Score -839131.6 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -841271.500000 Penalty: 2961.385498
	Iteration 1F: 3 clusters Score -841271.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -841544.875000 Penalty: 2961.385498
	Iteration 2F: 3 clusters Score -841544.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -841792.312500 Penalty: 2961.385498
	Iteration 3F: 3 clusters Score -841792.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -842071.562500 Penalty: 2961.385498
	Iteration 4F: 3 clusters Score -842071.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -842383.312500 Penalty: 2961.385498
	Iteration 5F: 3 clusters Score -842383.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -842720.375000 Penalty: 2961.385498
	Iteration 6F: 3 clusters Score -842720.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -843106.937500 Penalty: 2961.385498
	Iteration 7F: 3 clusters Score -843106.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -843505.312500 Penalty: 2961.385498
	Iteration 8F: 3 clusters Score -843505.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -843836.000000 Penalty: 2961.385498
	Iteration 9Q: 3 clusters Score -843836 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -844085.812500 Penalty: 2961.385498
	Iteration 10Q: 3 clusters Score -844085.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -844235.937500 Penalty: 2961.385498
	Iteration 11Q: 3 clusters Score -844235.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -844318.000000 Penalty: 2961.385498
	Iteration 12Q: 3 clusters Score -844318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -844355.437500 Penalty: 2961.385498
	Iteration 13Q: 3 clusters Score -844355.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -844376.937500 Penalty: 2961.385498
	Iteration 14Q: 3 clusters Score -844376.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -844392.562500 Penalty: 2961.385498
	Iteration 15Q: 3 clusters Score -844392.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -844406.062500 Penalty: 2961.385498
	Iteration 16Q: 3 clusters Score -844406.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -844420.812500 Penalty: 2961.385498
	Iteration 17Q: 3 clusters Score -844420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -844430.625000 Penalty: 2961.385498
	Iteration 18Q: 3 clusters Score -844430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -844436.500000 Penalty: 2961.385498
	Iteration 19Q: 3 clusters Score -844436.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -844440.562500 Penalty: 2961.385498
	Iteration 20F: 3 clusters Score -844440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -844443.437500 Penalty: 2961.385498
	Iteration 21Q: 3 clusters Score -844443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -844444.937500 Penalty: 2961.385498
	Iteration 22Q: 3 clusters Score -844444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -844444.937500 Penalty: 2961.385498
	Iteration 23F: 3 clusters Score -844444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Entering Unmasked Estep 
Score: -860372.812500 Penalty: 1475.018677
	Iteration 0F: 2 clusters Score -860372.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -854001.937500 Penalty: 2950.037354
	Iteration 0F: 3 clusters Score -854001.9 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -855987.062500 Penalty: 2950.037354
	Iteration 1F: 3 clusters Score -855987.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -856266.250000 Penalty: 2950.037354
	Iteration 2F: 3 clusters Score -856266.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -856510.062500 Penalty: 2950.037354
	Iteration 3F: 3 clusters Score -856510.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -856734.250000 Penalty: 2950.037354
	Iteration 4Q: 3 clusters Score -856734.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -856994.250000 Penalty: 2950.037354
	Iteration 5Q: 3 clusters Score -856994.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -857324.312500 Penalty: 2950.037354
	Iteration 6F: 3 clusters Score -857324.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -857792.187500 Penalty: 2950.037354
	Iteration 7F: 3 clusters Score -857792.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -858364.687500 Penalty: 2950.037354
	Iteration 8F: 3 clusters Score -858364.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -859120.375000 Penalty: 2950.037354
	Iteration 9F: 3 clusters Score -859120.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -859919.937500 Penalty: 2950.037354
	Iteration 10F: 3 clusters Score -859919.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -860615.250000 Penalty: 2950.037354
	Iteration 11Q: 3 clusters Score -860615.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -860913.937500 Penalty: 2950.037354
	Iteration 12Q: 3 clusters Score -860913.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -860996.250000 Penalty: 2950.037354
	Iteration 13Q: 3 clusters Score -860996.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -861018.750000 Penalty: 2950.037354
	Iteration 14Q: 3 clusters Score -861018.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -861026.062500 Penalty: 2950.037354
	Iteration 15Q: 3 clusters Score -861026.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -861027.687500 Penalty: 2950.037354
	Iteration 16Q: 3 clusters Score -861027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -861027.062500 Penalty: 2950.037354
	Iteration 17Q: 3 clusters Score -861027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -861028.500000 Penalty: 2950.037354
	Iteration 18Q: 3 clusters Score -861028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -861030.250000 Penalty: 2950.037354
	Iteration 19Q: 3 clusters Score -861030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -861032.375000 Penalty: 2950.037354
	Iteration 20F: 3 clusters Score -861032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 205148 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20192 members 
Mstep: Class 7 contains 10977 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87007 members 
Mstep: Class 10 contains 11844 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8514 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16553 members 
Mstep: Class 21 contains 6934 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 6757 members 
Entering Unmasked Estep 
Score: -53854128.000000 Penalty: 51850.226562
Splitting cluster 3 changes total score from -53854196.000000 to -53854128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (205148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205148 members 
Entering Unmasked Estep 
Score: -18781452.000000 Penalty: 1987.616699
	Iteration 0F: 2 clusters Score -1.878145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 102403 members 
Entering Unmasked Estep 
Score: -18645166.000000 Penalty: 3975.233398
	Iteration 0F: 3 clusters Score -1.864517e+07 nChanged 99545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106742 members 
Mstep: Class 2 contains 98406 members 
Entering Unmasked Estep 
Score: -18705446.000000 Penalty: 3975.233398
	Iteration 1F: 3 clusters Score -1.870545e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109719 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -18707934.000000 Penalty: 3975.233398
	Iteration 2Q: 3 clusters Score -1.870793e+07 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114646 members 
Mstep: Class 2 contains 90502 members 
Entering Unmasked Estep 
Score: -18711390.000000 Penalty: 3975.233398
	Iteration 3Q: 3 clusters Score -1.871139e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122181 members 
Mstep: Class 2 contains 82967 members 
Entering Unmasked Estep 
Score: -18716956.000000 Penalty: 3975.233398
	Iteration 4F: 3 clusters Score -1.871696e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132516 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -18725028.000000 Penalty: 3975.233398
	Iteration 5F: 3 clusters Score -1.872503e+07 nChanged 14637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145093 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -18735482.000000 Penalty: 3975.233398
	Iteration 6F: 3 clusters Score -1.873548e+07 nChanged 14269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158014 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -18747200.000000 Penalty: 3975.233398
	Iteration 7F: 3 clusters Score -1.87472e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169627 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -18758134.000000 Penalty: 3975.233398
	Iteration 8F: 3 clusters Score -1.875813e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178419 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -18766202.000000 Penalty: 3975.233398
	Iteration 9Q: 3 clusters Score -1.87662e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184593 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -18770922.000000 Penalty: 3975.233398
	Iteration 10Q: 3 clusters Score -1.877092e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189079 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -18773974.000000 Penalty: 3975.233398
	Iteration 11Q: 3 clusters Score -1.877397e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192528 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -18776312.000000 Penalty: 3975.233398
	Iteration 12Q: 3 clusters Score -1.877631e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195049 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -18777852.000000 Penalty: 3975.233398
	Iteration 13Q: 3 clusters Score -1.877785e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196856 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -18778928.000000 Penalty: 3975.233398
	Iteration 14Q: 3 clusters Score -1.877893e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198125 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -18779576.000000 Penalty: 3975.233398
	Iteration 15Q: 3 clusters Score -1.877958e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199064 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -18780018.000000 Penalty: 3975.233398
	Iteration 16Q: 3 clusters Score -1.878002e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199756 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -18780136.000000 Penalty: 3975.233398
	Iteration 17Q: 3 clusters Score -1.878014e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200274 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -18780340.000000 Penalty: 3975.233398
	Iteration 18Q: 3 clusters Score -1.878034e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200710 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -18780454.000000 Penalty: 3975.233398
	Iteration 19Q: 3 clusters Score -1.878045e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201028 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -18780560.000000 Penalty: 3975.233398
	Iteration 20F: 3 clusters Score -1.878056e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201297 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -18780598.000000 Penalty: 3975.233398
	Iteration 21Q: 3 clusters Score -1.87806e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201541 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -18780574.000000 Penalty: 3975.233398
	Iteration 22Q: 3 clusters Score -1.878057e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201734 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -18780622.000000 Penalty: 3975.233398
	Iteration 23Q: 3 clusters Score -1.878062e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201916 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -18780668.000000 Penalty: 3975.233398
	Iteration 24Q: 3 clusters Score -1.878067e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202072 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -18780680.000000 Penalty: 3975.233398
	Iteration 25Q: 3 clusters Score -1.878068e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202187 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -18780674.000000 Penalty: 3975.233398
	Iteration 26Q: 3 clusters Score -1.878067e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202295 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -18780714.000000 Penalty: 3975.233398
	Iteration 27Q: 3 clusters Score -1.878071e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202383 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -18780690.000000 Penalty: 3975.233398
	Iteration 28Q: 3 clusters Score -1.878069e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202470 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -18780730.000000 Penalty: 3975.233398
	Iteration 29Q: 3 clusters Score -1.878073e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202534 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -18780738.000000 Penalty: 3975.233398
	Iteration 30Q: 3 clusters Score -1.878074e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202604 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -18780724.000000 Penalty: 3975.233398
	Iteration 31Q: 3 clusters Score -1.878072e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202658 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -18780726.000000 Penalty: 3975.233398
	Iteration 32Q: 3 clusters Score -1.878073e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202708 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -18780730.000000 Penalty: 3975.233398
	Iteration 33Q: 3 clusters Score -1.878073e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202747 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -18780750.000000 Penalty: 3975.233398
	Iteration 34Q: 3 clusters Score -1.878075e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202771 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -18780744.000000 Penalty: 3975.233398
	Iteration 35Q: 3 clusters Score -1.878074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202786 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -18780748.000000 Penalty: 3975.233398
	Iteration 36Q: 3 clusters Score -1.878075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202795 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -18780748.000000 Penalty: 3975.233398
	Iteration 37Q: 3 clusters Score -1.878075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202805 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -18780744.000000 Penalty: 3975.233398
	Iteration 38Q: 3 clusters Score -1.878074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202811 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -18780750.000000 Penalty: 3975.233398
	Iteration 39Q: 3 clusters Score -1.878075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202817 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -18780752.000000 Penalty: 3975.233398
	Iteration 40F: 3 clusters Score -1.878075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202825 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -18780758.000000 Penalty: 3975.233398
	Iteration 41Q: 3 clusters Score -1.878076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202830 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -18780752.000000 Penalty: 3975.233398
	Iteration 42Q: 3 clusters Score -1.878075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202834 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -18780748.000000 Penalty: 3975.233398
	Iteration 43Q: 3 clusters Score -1.878075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202841 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -18780750.000000 Penalty: 3975.233398
	Iteration 44Q: 3 clusters Score -1.878075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202851 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -18780752.000000 Penalty: 3975.233398
	Iteration 45Q: 3 clusters Score -1.878075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202857 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -18780742.000000 Penalty: 3975.233398
	Iteration 46Q: 3 clusters Score -1.878074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202863 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -18780746.000000 Penalty: 3975.233398
	Iteration 47Q: 3 clusters Score -1.878075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202868 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -18780740.000000 Penalty: 3975.233398
	Iteration 48Q: 3 clusters Score -1.878074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202874 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -18780746.000000 Penalty: 3975.233398
	Iteration 49Q: 3 clusters Score -1.878075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202876 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -18780744.000000 Penalty: 3975.233398
	Iteration 50Q: 3 clusters Score -1.878074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202878 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -18780742.000000 Penalty: 3975.233398
	Iteration 51Q: 3 clusters Score -1.878074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202879 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -18780744.000000 Penalty: 3975.233398
	Iteration 52Q: 3 clusters Score -1.878074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202880 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -18780744.000000 Penalty: 3975.233398
	Iteration 53Q: 3 clusters Score -1.878074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202881 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -18780738.000000 Penalty: 3975.233398
	Iteration 54Q: 3 clusters Score -1.878074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202882 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -18780738.000000 Penalty: 3975.233398
	Iteration 55Q: 3 clusters Score -1.878074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202882 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -18780738.000000 Penalty: 3975.233398
	Iteration 56F: 3 clusters Score -1.878074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Entering Unmasked Estep 
Score: -3506493.750000 Penalty: 1702.453979
	Iteration 0F: 2 clusters Score -3506494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3482749.750000 Penalty: 3404.907959
	Iteration 0F: 3 clusters Score -3482750 nChanged 16332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -3491678.750000 Penalty: 3404.907959
	Iteration 1F: 3 clusters Score -3491679 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3492069.000000 Penalty: 3404.907959
	Iteration 2Q: 3 clusters Score -3492069 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3492480.000000 Penalty: 3404.907959
	Iteration 3Q: 3 clusters Score -3492480 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3492955.750000 Penalty: 3404.907959
	Iteration 4Q: 3 clusters Score -3492956 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3493615.250000 Penalty: 3404.907959
	Iteration 5Q: 3 clusters Score -3493615 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3494638.750000 Penalty: 3404.907959
	Iteration 6F: 3 clusters Score -3494639 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -3496114.250000 Penalty: 3404.907959
	Iteration 7F: 3 clusters Score -3496114 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -3498205.250000 Penalty: 3404.907959
	Iteration 8F: 3 clusters Score -3498205 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3500541.750000 Penalty: 3404.907959
	Iteration 9F: 3 clusters Score -3500542 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3502652.500000 Penalty: 3404.907959
	Iteration 10F: 3 clusters Score -3502652 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3503986.000000 Penalty: 3404.907959
	Iteration 11Q: 3 clusters Score -3503986 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3504572.750000 Penalty: 3404.907959
	Iteration 12Q: 3 clusters Score -3504573 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3504792.750000 Penalty: 3404.907959
	Iteration 13Q: 3 clusters Score -3504793 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3504876.500000 Penalty: 3404.907959
	Iteration 14Q: 3 clusters Score -3504876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3504923.000000 Penalty: 3404.907959
	Iteration 15Q: 3 clusters Score -3504923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3504956.750000 Penalty: 3404.907959
	Iteration 16Q: 3 clusters Score -3504957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3504979.750000 Penalty: 3404.907959
	Iteration 17Q: 3 clusters Score -3504980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3504991.750000 Penalty: 3404.907959
	Iteration 18Q: 3 clusters Score -3504992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3504999.250000 Penalty: 3404.907959
	Iteration 19Q: 3 clusters Score -3504999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3504995.500000 Penalty: 3404.907959
	Iteration 20F: 3 clusters Score -3504996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3505001.250000 Penalty: 3404.907959
	Iteration 21Q: 3 clusters Score -3505001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3505004.250000 Penalty: 3404.907959
	Iteration 22Q: 3 clusters Score -3505004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3505004.250000 Penalty: 3404.907959
	Iteration 23F: 3 clusters Score -3505004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Entering Unmasked Estep 
Score: -1839856.625000 Penalty: 1610.869385
	Iteration 0F: 2 clusters Score -1839857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1826120.750000 Penalty: 3221.738770
	Iteration 0F: 3 clusters Score -1826121 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1831041.000000 Penalty: 3221.738770
	Iteration 1F: 3 clusters Score -1831041 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1831382.000000 Penalty: 3221.738770
	Iteration 2Q: 3 clusters Score -1831382 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1831701.875000 Penalty: 3221.738770
	Iteration 3Q: 3 clusters Score -1831702 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1832010.250000 Penalty: 3221.738770
	Iteration 4Q: 3 clusters Score -1832010 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1832334.625000 Penalty: 3221.738770
	Iteration 5Q: 3 clusters Score -1832335 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1832659.625000 Penalty: 3221.738770
	Iteration 6Q: 3 clusters Score -1832660 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1833020.125000 Penalty: 3221.738770
	Iteration 7Q: 3 clusters Score -1833020 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1833466.625000 Penalty: 3221.738770
	Iteration 8Q: 3 clusters Score -1833467 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1834049.250000 Penalty: 3221.738770
	Iteration 9Q: 3 clusters Score -1834049 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1834740.375000 Penalty: 3221.738770
	Iteration 10Q: 3 clusters Score -1834740 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1835515.000000 Penalty: 3221.738770
	Iteration 11Q: 3 clusters Score -1835515 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1836193.000000 Penalty: 3221.738770
	Iteration 12Q: 3 clusters Score -1836193 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1836639.125000 Penalty: 3221.738770
	Iteration 13Q: 3 clusters Score -1836639 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1836872.500000 Penalty: 3221.738770
	Iteration 14Q: 3 clusters Score -1836872 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1837006.375000 Penalty: 3221.738770
	Iteration 15Q: 3 clusters Score -1837006 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1837081.125000 Penalty: 3221.738770
	Iteration 16Q: 3 clusters Score -1837081 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1837126.625000 Penalty: 3221.738770
	Iteration 17Q: 3 clusters Score -1837127 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1837158.750000 Penalty: 3221.738770
	Iteration 18Q: 3 clusters Score -1837159 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1837181.500000 Penalty: 3221.738770
	Iteration 19Q: 3 clusters Score -1837182 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1837191.250000 Penalty: 3221.738770
	Iteration 20F: 3 clusters Score -1837191 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1837207.750000 Penalty: 3221.738770
	Iteration 21Q: 3 clusters Score -1837208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1837231.750000 Penalty: 3221.738770
	Iteration 22Q: 3 clusters Score -1837232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1837244.875000 Penalty: 3221.738770
	Iteration 23Q: 3 clusters Score -1837245 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1837259.125000 Penalty: 3221.738770
	Iteration 24Q: 3 clusters Score -1837259 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1837277.875000 Penalty: 3221.738770
	Iteration 25Q: 3 clusters Score -1837278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1837289.125000 Penalty: 3221.738770
	Iteration 26Q: 3 clusters Score -1837289 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1837308.125000 Penalty: 3221.738770
	Iteration 27Q: 3 clusters Score -1837308 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1837327.125000 Penalty: 3221.738770
	Iteration 28Q: 3 clusters Score -1837327 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1837342.125000 Penalty: 3221.738770
	Iteration 29Q: 3 clusters Score -1837342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1837353.500000 Penalty: 3221.738770
	Iteration 30Q: 3 clusters Score -1837354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1837359.125000 Penalty: 3221.738770
	Iteration 31Q: 3 clusters Score -1837359 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1837370.750000 Penalty: 3221.738770
	Iteration 32Q: 3 clusters Score -1837371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1837372.125000 Penalty: 3221.738770
	Iteration 33Q: 3 clusters Score -1837372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1837382.000000 Penalty: 3221.738770
	Iteration 34Q: 3 clusters Score -1837382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1837398.000000 Penalty: 3221.738770
	Iteration 35Q: 3 clusters Score -1837398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1837408.625000 Penalty: 3221.738770
	Iteration 36Q: 3 clusters Score -1837409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1837412.375000 Penalty: 3221.738770
	Iteration 37Q: 3 clusters Score -1837412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1837416.625000 Penalty: 3221.738770
	Iteration 38Q: 3 clusters Score -1837417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1837418.875000 Penalty: 3221.738770
	Iteration 39Q: 3 clusters Score -1837419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1837427.625000 Penalty: 3221.738770
	Iteration 40F: 3 clusters Score -1837428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1837436.250000 Penalty: 3221.738770
	Iteration 41Q: 3 clusters Score -1837436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1837450.250000 Penalty: 3221.738770
	Iteration 42Q: 3 clusters Score -1837450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1837459.750000 Penalty: 3221.738770
	Iteration 43Q: 3 clusters Score -1837460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1837465.625000 Penalty: 3221.738770
	Iteration 44Q: 3 clusters Score -1837466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1837472.500000 Penalty: 3221.738770
	Iteration 45Q: 3 clusters Score -1837472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1837482.625000 Penalty: 3221.738770
	Iteration 46Q: 3 clusters Score -1837483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1837488.000000 Penalty: 3221.738770
	Iteration 47Q: 3 clusters Score -1837488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1837495.500000 Penalty: 3221.738770
	Iteration 48Q: 3 clusters Score -1837496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1837498.750000 Penalty: 3221.738770
	Iteration 49Q: 3 clusters Score -1837499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1837504.875000 Penalty: 3221.738770
	Iteration 50Q: 3 clusters Score -1837505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1837512.000000 Penalty: 3221.738770
	Iteration 51Q: 3 clusters Score -1837512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1837515.250000 Penalty: 3221.738770
	Iteration 52Q: 3 clusters Score -1837515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1837529.375000 Penalty: 3221.738770
	Iteration 53Q: 3 clusters Score -1837529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1837534.125000 Penalty: 3221.738770
	Iteration 54Q: 3 clusters Score -1837534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1837545.125000 Penalty: 3221.738770
	Iteration 55Q: 3 clusters Score -1837545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1837553.625000 Penalty: 3221.738770
	Iteration 56Q: 3 clusters Score -1837554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1837556.750000 Penalty: 3221.738770
	Iteration 57Q: 3 clusters Score -1837557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1837568.250000 Penalty: 3221.738770
	Iteration 58Q: 3 clusters Score -1837568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1837585.375000 Penalty: 3221.738770
	Iteration 59Q: 3 clusters Score -1837585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1837592.000000 Penalty: 3221.738770
	Iteration 60F: 3 clusters Score -1837592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1837596.500000 Penalty: 3221.738770
	Iteration 61Q: 3 clusters Score -1837596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1837597.875000 Penalty: 3221.738770
	Iteration 62Q: 3 clusters Score -1837598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1837601.750000 Penalty: 3221.738770
	Iteration 63Q: 3 clusters Score -1837602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1837604.000000 Penalty: 3221.738770
	Iteration 64Q: 3 clusters Score -1837604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1837611.000000 Penalty: 3221.738770
	Iteration 65Q: 3 clusters Score -1837611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1837625.750000 Penalty: 3221.738770
	Iteration 66Q: 3 clusters Score -1837626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1837636.625000 Penalty: 3221.738770
	Iteration 67Q: 3 clusters Score -1837637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1837647.750000 Penalty: 3221.738770
	Iteration 68Q: 3 clusters Score -1837648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1837655.125000 Penalty: 3221.738770
	Iteration 69Q: 3 clusters Score -1837655 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1837680.875000 Penalty: 3221.738770
	Iteration 70Q: 3 clusters Score -1837681 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1837699.125000 Penalty: 3221.738770
	Iteration 71Q: 3 clusters Score -1837699 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1837722.000000 Penalty: 3221.738770
	Iteration 72Q: 3 clusters Score -1837722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1837759.250000 Penalty: 3221.738770
	Iteration 73Q: 3 clusters Score -1837759 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1837785.750000 Penalty: 3221.738770
	Iteration 74Q: 3 clusters Score -1837786 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1837811.000000 Penalty: 3221.738770
	Iteration 75Q: 3 clusters Score -1837811 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1837849.750000 Penalty: 3221.738770
	Iteration 76Q: 3 clusters Score -1837850 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1837886.000000 Penalty: 3221.738770
	Iteration 77Q: 3 clusters Score -1837886 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1837941.500000 Penalty: 3221.738770
	Iteration 78Q: 3 clusters Score -1837942 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1838001.625000 Penalty: 3221.738770
	Iteration 79Q: 3 clusters Score -1838002 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1838077.750000 Penalty: 3221.738770
	Iteration 80F: 3 clusters Score -1838078 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1838149.375000 Penalty: 3221.738770
	Iteration 81Q: 3 clusters Score -1838149 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1838206.500000 Penalty: 3221.738770
	Iteration 82Q: 3 clusters Score -1838206 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1838258.500000 Penalty: 3221.738770
	Iteration 83Q: 3 clusters Score -1838258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1838307.125000 Penalty: 3221.738770
	Iteration 84Q: 3 clusters Score -1838307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1838349.000000 Penalty: 3221.738770
	Iteration 85Q: 3 clusters Score -1838349 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1838375.375000 Penalty: 3221.738770
	Iteration 86Q: 3 clusters Score -1838375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1838400.375000 Penalty: 3221.738770
	Iteration 87Q: 3 clusters Score -1838400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1838416.875000 Penalty: 3221.738770
	Iteration 88Q: 3 clusters Score -1838417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1838428.375000 Penalty: 3221.738770
	Iteration 89Q: 3 clusters Score -1838428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1838445.000000 Penalty: 3221.738770
	Iteration 90Q: 3 clusters Score -1838445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1838454.250000 Penalty: 3221.738770
	Iteration 91Q: 3 clusters Score -1838454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1838464.625000 Penalty: 3221.738770
	Iteration 92Q: 3 clusters Score -1838465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1838476.500000 Penalty: 3221.738770
	Iteration 93Q: 3 clusters Score -1838476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1838484.375000 Penalty: 3221.738770
	Iteration 94Q: 3 clusters Score -1838484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1838491.375000 Penalty: 3221.738770
	Iteration 95Q: 3 clusters Score -1838491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1838501.625000 Penalty: 3221.738770
	Iteration 96Q: 3 clusters Score -1838502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1838506.875000 Penalty: 3221.738770
	Iteration 97Q: 3 clusters Score -1838507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1838510.375000 Penalty: 3221.738770
	Iteration 98Q: 3 clusters Score -1838510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1838513.500000 Penalty: 3221.738770
	Iteration 99Q: 3 clusters Score -1838514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1838517.125000 Penalty: 3221.738770
	Iteration 100F: 3 clusters Score -1838517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1838522.250000 Penalty: 3221.738770
	Iteration 101Q: 3 clusters Score -1838522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1838527.000000 Penalty: 3221.738770
	Iteration 102Q: 3 clusters Score -1838527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1838535.625000 Penalty: 3221.738770
	Iteration 103Q: 3 clusters Score -1838536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1838540.250000 Penalty: 3221.738770
	Iteration 104Q: 3 clusters Score -1838540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1838548.125000 Penalty: 3221.738770
	Iteration 105Q: 3 clusters Score -1838548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1838551.250000 Penalty: 3221.738770
	Iteration 106Q: 3 clusters Score -1838551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1838555.750000 Penalty: 3221.738770
	Iteration 107Q: 3 clusters Score -1838556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1838559.500000 Penalty: 3221.738770
	Iteration 108Q: 3 clusters Score -1838560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1838559.250000 Penalty: 3221.738770
	Iteration 109Q: 3 clusters Score -1838559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1838560.875000 Penalty: 3221.738770
	Iteration 110Q: 3 clusters Score -1838561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1838563.125000 Penalty: 3221.738770
	Iteration 111Q: 3 clusters Score -1838563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1838563.750000 Penalty: 3221.738770
	Iteration 112Q: 3 clusters Score -1838564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1838566.500000 Penalty: 3221.738770
	Iteration 113Q: 3 clusters Score -1838566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1838567.500000 Penalty: 3221.738770
	Iteration 114Q: 3 clusters Score -1838568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1838568.000000 Penalty: 3221.738770
	Iteration 115Q: 3 clusters Score -1838568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1838568.000000 Penalty: 3221.738770
	Iteration 116F: 3 clusters Score -1838568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Entering Unmasked Estep 
Score: -911126.750000 Penalty: 1511.828125
	Iteration 0F: 2 clusters Score -911126.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -903436.562500 Penalty: 3023.656250
	Iteration 0F: 3 clusters Score -903436.6 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -906072.875000 Penalty: 3023.656250
	Iteration 1F: 3 clusters Score -906072.9 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -906449.062500 Penalty: 3023.656250
	Iteration 2F: 3 clusters Score -906449.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -906827.375000 Penalty: 3023.656250
	Iteration 3F: 3 clusters Score -906827.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -907229.437500 Penalty: 3023.656250
	Iteration 4F: 3 clusters Score -907229.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -907722.250000 Penalty: 3023.656250
	Iteration 5F: 3 clusters Score -907722.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -908176.125000 Penalty: 3023.656250
	Iteration 6F: 3 clusters Score -908176.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -908562.500000 Penalty: 3023.656250
	Iteration 7Q: 3 clusters Score -908562.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -908948.687500 Penalty: 3023.656250
	Iteration 8Q: 3 clusters Score -908948.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -909277.375000 Penalty: 3023.656250
	Iteration 9Q: 3 clusters Score -909277.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -909535.062500 Penalty: 3023.656250
	Iteration 10Q: 3 clusters Score -909535.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -909721.062500 Penalty: 3023.656250
	Iteration 11Q: 3 clusters Score -909721.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -909822.750000 Penalty: 3023.656250
	Iteration 12Q: 3 clusters Score -909822.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -909889.875000 Penalty: 3023.656250
	Iteration 13Q: 3 clusters Score -909889.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -909943.562500 Penalty: 3023.656250
	Iteration 14Q: 3 clusters Score -909943.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -909977.500000 Penalty: 3023.656250
	Iteration 15Q: 3 clusters Score -909977.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -910001.625000 Penalty: 3023.656250
	Iteration 16Q: 3 clusters Score -910001.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -910032.875000 Penalty: 3023.656250
	Iteration 17Q: 3 clusters Score -910032.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -910062.875000 Penalty: 3023.656250
	Iteration 18Q: 3 clusters Score -910062.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -910083.500000 Penalty: 3023.656250
	Iteration 19Q: 3 clusters Score -910083.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -910107.687500 Penalty: 3023.656250
	Iteration 20F: 3 clusters Score -910107.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -910121.750000 Penalty: 3023.656250
	Iteration 21Q: 3 clusters Score -910121.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -910129.375000 Penalty: 3023.656250
	Iteration 22Q: 3 clusters Score -910129.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -910133.062500 Penalty: 3023.656250
	Iteration 23Q: 3 clusters Score -910133.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -910137.250000 Penalty: 3023.656250
	Iteration 24Q: 3 clusters Score -910137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -910139.000000 Penalty: 3023.656250
	Iteration 25Q: 3 clusters Score -910139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -910145.187500 Penalty: 3023.656250
	Iteration 26Q: 3 clusters Score -910145.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -910147.750000 Penalty: 3023.656250
	Iteration 27Q: 3 clusters Score -910147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -910150.000000 Penalty: 3023.656250
	Iteration 28Q: 3 clusters Score -910150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -910153.062500 Penalty: 3023.656250
	Iteration 29Q: 3 clusters Score -910153.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -910156.062500 Penalty: 3023.656250
	Iteration 30Q: 3 clusters Score -910156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -910158.687500 Penalty: 3023.656250
	Iteration 31Q: 3 clusters Score -910158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -910163.250000 Penalty: 3023.656250
	Iteration 32Q: 3 clusters Score -910163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -910163.875000 Penalty: 3023.656250
	Iteration 33Q: 3 clusters Score -910163.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -910164.312500 Penalty: 3023.656250
	Iteration 34Q: 3 clusters Score -910164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -910165.062500 Penalty: 3023.656250
	Iteration 35Q: 3 clusters Score -910165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -910165.062500 Penalty: 3023.656250
	Iteration 36F: 3 clusters Score -910165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -154805.468750 Penalty: 1202.004150
	Iteration 0F: 2 clusters Score -154805.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152916.640625 Penalty: 2404.008301
	Iteration 0F: 3 clusters Score -152916.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -153287.828125 Penalty: 2404.008301
	Iteration 1F: 3 clusters Score -153287.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -153400.671875 Penalty: 2404.008301
	Iteration 2F: 3 clusters Score -153400.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -153464.656250 Penalty: 2404.008301
	Iteration 3F: 3 clusters Score -153464.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -153502.000000 Penalty: 2404.008301
	Iteration 4Q: 3 clusters Score -153502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -153522.796875 Penalty: 2404.008301
	Iteration 5Q: 3 clusters Score -153522.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -153533.781250 Penalty: 2404.008301
	Iteration 6Q: 3 clusters Score -153533.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -153544.078125 Penalty: 2404.008301
	Iteration 7Q: 3 clusters Score -153544.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -153556.953125 Penalty: 2404.008301
	Iteration 8Q: 3 clusters Score -153557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -153563.984375 Penalty: 2404.008301
	Iteration 9Q: 3 clusters Score -153564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -153569.609375 Penalty: 2404.008301
	Iteration 10Q: 3 clusters Score -153569.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -153574.937500 Penalty: 2404.008301
	Iteration 11Q: 3 clusters Score -153574.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -153580.937500 Penalty: 2404.008301
	Iteration 12Q: 3 clusters Score -153580.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -153585.343750 Penalty: 2404.008301
	Iteration 13Q: 3 clusters Score -153585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -153586.718750 Penalty: 2404.008301
	Iteration 14Q: 3 clusters Score -153586.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -153587.765625 Penalty: 2404.008301
	Iteration 15Q: 3 clusters Score -153587.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -153587.765625 Penalty: 2404.008301
	Iteration 16F: 3 clusters Score -153587.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (87007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Entering Unmasked Estep 
Score: -7980640.500000 Penalty: 1848.233398
	Iteration 0F: 2 clusters Score -7980640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -7922666.000000 Penalty: 3696.466797
	Iteration 0F: 3 clusters Score -7922666 nChanged 41625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -7946425.000000 Penalty: 3696.466797
	Iteration 1F: 3 clusters Score -7946425 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -7947111.500000 Penalty: 3696.466797
	Iteration 2Q: 3 clusters Score -7947112 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -7947851.500000 Penalty: 3696.466797
	Iteration 3Q: 3 clusters Score -7947852 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -7948677.000000 Penalty: 3696.466797
	Iteration 4Q: 3 clusters Score -7948677 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -7949587.000000 Penalty: 3696.466797
	Iteration 5Q: 3 clusters Score -7949587 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -7950675.500000 Penalty: 3696.466797
	Iteration 6Q: 3 clusters Score -7950676 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -7952227.500000 Penalty: 3696.466797
	Iteration 7Q: 3 clusters Score -7952228 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -7954558.000000 Penalty: 3696.466797
	Iteration 8Q: 3 clusters Score -7954558 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -7957854.000000 Penalty: 3696.466797
	Iteration 9F: 3 clusters Score -7957854 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -7961526.000000 Penalty: 3696.466797
	Iteration 10F: 3 clusters Score -7961526 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -7963829.500000 Penalty: 3696.466797
	Iteration 11F: 3 clusters Score -7963830 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -7964722.000000 Penalty: 3696.466797
	Iteration 12Q: 3 clusters Score -7964722 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -7965057.500000 Penalty: 3696.466797
	Iteration 13Q: 3 clusters Score -7965058 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -7965248.000000 Penalty: 3696.466797
	Iteration 14Q: 3 clusters Score -7965248 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -7965484.000000 Penalty: 3696.466797
	Iteration 15Q: 3 clusters Score -7965484 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -7965686.000000 Penalty: 3696.466797
	Iteration 16Q: 3 clusters Score -7965686 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -7965915.500000 Penalty: 3696.466797
	Iteration 17Q: 3 clusters Score -7965916 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -7966178.000000 Penalty: 3696.466797
	Iteration 18Q: 3 clusters Score -7966178 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -7966467.000000 Penalty: 3696.466797
	Iteration 19Q: 3 clusters Score -7966467 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -7966807.000000 Penalty: 3696.466797
	Iteration 20F: 3 clusters Score -7966807 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -7967190.500000 Penalty: 3696.466797
	Iteration 21Q: 3 clusters Score -7967190 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -7967631.000000 Penalty: 3696.466797
	Iteration 22Q: 3 clusters Score -7967631 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -7968151.500000 Penalty: 3696.466797
	Iteration 23Q: 3 clusters Score -7968152 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -7968771.500000 Penalty: 3696.466797
	Iteration 24Q: 3 clusters Score -7968772 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -7969504.000000 Penalty: 3696.466797
	Iteration 25Q: 3 clusters Score -7969504 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -7970371.500000 Penalty: 3696.466797
	Iteration 26Q: 3 clusters Score -7970372 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -7971329.500000 Penalty: 3696.466797
	Iteration 27Q: 3 clusters Score -7971330 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74720 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -7972405.000000 Penalty: 3696.466797
	Iteration 28Q: 3 clusters Score -7972405 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76668 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -7973466.000000 Penalty: 3696.466797
	Iteration 29Q: 3 clusters Score -7973466 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -7974605.500000 Penalty: 3696.466797
	Iteration 30Q: 3 clusters Score -7974606 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -7975655.000000 Penalty: 3696.466797
	Iteration 31Q: 3 clusters Score -7975655 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81479 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -7976637.000000 Penalty: 3696.466797
	Iteration 32Q: 3 clusters Score -7976637 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82606 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -7977416.500000 Penalty: 3696.466797
	Iteration 33Q: 3 clusters Score -7977416 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -7978022.500000 Penalty: 3696.466797
	Iteration 34Q: 3 clusters Score -7978022 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -7978439.500000 Penalty: 3696.466797
	Iteration 35Q: 3 clusters Score -7978440 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -7978717.000000 Penalty: 3696.466797
	Iteration 36Q: 3 clusters Score -7978717 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7978879.500000 Penalty: 3696.466797
	Iteration 37Q: 3 clusters Score -7978880 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85214 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7978991.500000 Penalty: 3696.466797
	Iteration 38Q: 3 clusters Score -7978992 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7979063.000000 Penalty: 3696.466797
	Iteration 39Q: 3 clusters Score -7979063 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7979120.500000 Penalty: 3696.466797
	Iteration 40F: 3 clusters Score -7979120 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7979156.000000 Penalty: 3696.466797
	Iteration 41Q: 3 clusters Score -7979156 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7979194.500000 Penalty: 3696.466797
	Iteration 42Q: 3 clusters Score -7979194 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85783 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7979248.500000 Penalty: 3696.466797
	Iteration 43Q: 3 clusters Score -7979248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85830 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7979265.000000 Penalty: 3696.466797
	Iteration 44Q: 3 clusters Score -7979265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7979278.500000 Penalty: 3696.466797
	Iteration 45Q: 3 clusters Score -7979278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7979308.000000 Penalty: 3696.466797
	Iteration 46Q: 3 clusters Score -7979308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7979320.500000 Penalty: 3696.466797
	Iteration 47Q: 3 clusters Score -7979320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7979326.000000 Penalty: 3696.466797
	Iteration 48Q: 3 clusters Score -7979326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7979322.000000 Penalty: 3696.466797
	Iteration 49Q: 3 clusters Score -7979322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85977 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7979333.500000 Penalty: 3696.466797
	Iteration 50Q: 3 clusters Score -7979334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85990 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7979336.000000 Penalty: 3696.466797
	Iteration 51Q: 3 clusters Score -7979336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7979343.000000 Penalty: 3696.466797
	Iteration 52Q: 3 clusters Score -7979343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86011 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7979337.000000 Penalty: 3696.466797
	Iteration 53Q: 3 clusters Score -7979337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7979345.000000 Penalty: 3696.466797
	Iteration 54Q: 3 clusters Score -7979345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7979343.500000 Penalty: 3696.466797
	Iteration 55Q: 3 clusters Score -7979344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86029 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7979345.000000 Penalty: 3696.466797
	Iteration 56Q: 3 clusters Score -7979345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86035 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7979343.000000 Penalty: 3696.466797
	Iteration 57Q: 3 clusters Score -7979343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7979344.500000 Penalty: 3696.466797
	Iteration 58Q: 3 clusters Score -7979344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7979339.500000 Penalty: 3696.466797
	Iteration 59Q: 3 clusters Score -7979340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7979339.500000 Penalty: 3696.466797
	Iteration 60F: 3 clusters Score -7979340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Entering Unmasked Estep 
Score: -1109361.125000 Penalty: 1524.181152
	Iteration 0F: 2 clusters Score -1109361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1101000.375000 Penalty: 3048.362305
	Iteration 0F: 3 clusters Score -1101000 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1103719.875000 Penalty: 3048.362305
	Iteration 1F: 3 clusters Score -1103720 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1103999.500000 Penalty: 3048.362305
	Iteration 2F: 3 clusters Score -1104000 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1104254.875000 Penalty: 3048.362305
	Iteration 3Q: 3 clusters Score -1104255 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1104542.625000 Penalty: 3048.362305
	Iteration 4Q: 3 clusters Score -1104543 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1104906.250000 Penalty: 3048.362305
	Iteration 5F: 3 clusters Score -1104906 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1105442.250000 Penalty: 3048.362305
	Iteration 6F: 3 clusters Score -1105442 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1106156.125000 Penalty: 3048.362305
	Iteration 7F: 3 clusters Score -1106156 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1106866.125000 Penalty: 3048.362305
	Iteration 8F: 3 clusters Score -1106866 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1107543.375000 Penalty: 3048.362305
	Iteration 9F: 3 clusters Score -1107543 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1107961.500000 Penalty: 3048.362305
	Iteration 10Q: 3 clusters Score -1107962 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1108187.750000 Penalty: 3048.362305
	Iteration 11Q: 3 clusters Score -1108188 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1108281.750000 Penalty: 3048.362305
	Iteration 12Q: 3 clusters Score -1108282 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1108323.375000 Penalty: 3048.362305
	Iteration 13Q: 3 clusters Score -1108323 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1108354.500000 Penalty: 3048.362305
	Iteration 14Q: 3 clusters Score -1108354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1108369.500000 Penalty: 3048.362305
	Iteration 15Q: 3 clusters Score -1108370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1108374.375000 Penalty: 3048.362305
	Iteration 16Q: 3 clusters Score -1108374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1108381.375000 Penalty: 3048.362305
	Iteration 17Q: 3 clusters Score -1108381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1108385.625000 Penalty: 3048.362305
	Iteration 18Q: 3 clusters Score -1108386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1108388.375000 Penalty: 3048.362305
	Iteration 19Q: 3 clusters Score -1108388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1108393.875000 Penalty: 3048.362305
	Iteration 20F: 3 clusters Score -1108394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1108395.250000 Penalty: 3048.362305
	Iteration 21Q: 3 clusters Score -1108395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1108394.625000 Penalty: 3048.362305
	Iteration 22Q: 3 clusters Score -1108395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1108394.375000 Penalty: 3048.362305
	Iteration 23Q: 3 clusters Score -1108394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1108395.000000 Penalty: 3048.362305
	Iteration 24Q: 3 clusters Score -1108395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1108396.625000 Penalty: 3048.362305
	Iteration 25Q: 3 clusters Score -1108397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1108396.625000 Penalty: 3048.362305
	Iteration 26Q: 3 clusters Score -1108397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1108396.250000 Penalty: 3048.362305
	Iteration 27Q: 3 clusters Score -1108396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1108395.250000 Penalty: 3048.362305
	Iteration 28Q: 3 clusters Score -1108395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1108396.375000 Penalty: 3048.362305
	Iteration 29Q: 3 clusters Score -1108396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1108398.625000 Penalty: 3048.362305
	Iteration 30Q: 3 clusters Score -1108399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1108399.125000 Penalty: 3048.362305
	Iteration 31Q: 3 clusters Score -1108399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1108399.125000 Penalty: 3048.362305
	Iteration 32Q: 3 clusters Score -1108399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1108400.125000 Penalty: 3048.362305
	Iteration 33Q: 3 clusters Score -1108400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1108400.625000 Penalty: 3048.362305
	Iteration 34Q: 3 clusters Score -1108401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1108401.000000 Penalty: 3048.362305
	Iteration 35Q: 3 clusters Score -1108401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1108401.750000 Penalty: 3048.362305
	Iteration 36Q: 3 clusters Score -1108402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1108400.250000 Penalty: 3048.362305
	Iteration 37Q: 3 clusters Score -1108400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1108403.000000 Penalty: 3048.362305
	Iteration 38Q: 3 clusters Score -1108403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1108406.500000 Penalty: 3048.362305
	Iteration 39Q: 3 clusters Score -1108406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1108409.250000 Penalty: 3048.362305
	Iteration 40F: 3 clusters Score -1108409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1108411.625000 Penalty: 3048.362305
	Iteration 41Q: 3 clusters Score -1108412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1108412.375000 Penalty: 3048.362305
	Iteration 42Q: 3 clusters Score -1108412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1108412.625000 Penalty: 3048.362305
	Iteration 43Q: 3 clusters Score -1108413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1108409.750000 Penalty: 3048.362305
	Iteration 44Q: 3 clusters Score -1108410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1108410.875000 Penalty: 3048.362305
	Iteration 45Q: 3 clusters Score -1108411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1108411.625000 Penalty: 3048.362305
	Iteration 46Q: 3 clusters Score -1108412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1108412.500000 Penalty: 3048.362305
	Iteration 47Q: 3 clusters Score -1108412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1108413.625000 Penalty: 3048.362305
	Iteration 48Q: 3 clusters Score -1108414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1108413.625000 Penalty: 3048.362305
	Iteration 49F: 3 clusters Score -1108414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -89771.921875 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -89771.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -88316.226562 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -88316.23 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -88673.742188 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -88673.74 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -88832.101562 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -88832.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -88962.656250 Penalty: 2275.996338
	Iteration 3F: 3 clusters Score -88962.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -89030.867188 Penalty: 2275.996338
	Iteration 4Q: 3 clusters Score -89030.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -89070.953125 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -89070.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -89107.046875 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -89107.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -89134.312500 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -89134.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -89155.359375 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -89155.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -89170.656250 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -89170.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -89183.296875 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -89183.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -89195.546875 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -89195.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -89209.007812 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -89209.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -89215.156250 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -89215.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -89220.757812 Penalty: 2275.996338
	Iteration 14Q: 3 clusters Score -89220.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -89221.007812 Penalty: 2275.996338
	Iteration 15Q: 3 clusters Score -89221.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -89221.007812 Penalty: 2275.996338
	Iteration 16F: 3 clusters Score -89221.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Entering Unmasked Estep 
Score: -1079647.625000 Penalty: 1514.878418
	Iteration 0F: 2 clusters Score -1079648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1071715.375000 Penalty: 3029.756836
	Iteration 0F: 3 clusters Score -1071715 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1074267.000000 Penalty: 3029.756836
	Iteration 1F: 3 clusters Score -1074267 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1074488.500000 Penalty: 3029.756836
	Iteration 2F: 3 clusters Score -1074488 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1074650.500000 Penalty: 3029.756836
	Iteration 3Q: 3 clusters Score -1074650 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1074780.875000 Penalty: 3029.756836
	Iteration 4Q: 3 clusters Score -1074781 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1074906.875000 Penalty: 3029.756836
	Iteration 5Q: 3 clusters Score -1074907 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1075063.625000 Penalty: 3029.756836
	Iteration 6Q: 3 clusters Score -1075064 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1075223.500000 Penalty: 3029.756836
	Iteration 7Q: 3 clusters Score -1075224 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1075371.250000 Penalty: 3029.756836
	Iteration 8Q: 3 clusters Score -1075371 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1075544.750000 Penalty: 3029.756836
	Iteration 9Q: 3 clusters Score -1075545 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1075755.750000 Penalty: 3029.756836
	Iteration 10Q: 3 clusters Score -1075756 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1075988.250000 Penalty: 3029.756836
	Iteration 11Q: 3 clusters Score -1075988 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1076228.875000 Penalty: 3029.756836
	Iteration 12Q: 3 clusters Score -1076229 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1076516.500000 Penalty: 3029.756836
	Iteration 13Q: 3 clusters Score -1076516 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1076801.500000 Penalty: 3029.756836
	Iteration 14Q: 3 clusters Score -1076802 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1077117.250000 Penalty: 3029.756836
	Iteration 15Q: 3 clusters Score -1077117 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1077402.500000 Penalty: 3029.756836
	Iteration 16Q: 3 clusters Score -1077402 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1077640.250000 Penalty: 3029.756836
	Iteration 17Q: 3 clusters Score -1077640 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1077824.375000 Penalty: 3029.756836
	Iteration 18Q: 3 clusters Score -1077824 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1077962.125000 Penalty: 3029.756836
	Iteration 19Q: 3 clusters Score -1077962 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1078064.875000 Penalty: 3029.756836
	Iteration 20F: 3 clusters Score -1078065 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1078161.750000 Penalty: 3029.756836
	Iteration 21Q: 3 clusters Score -1078162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1078219.875000 Penalty: 3029.756836
	Iteration 22Q: 3 clusters Score -1078220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1078256.625000 Penalty: 3029.756836
	Iteration 23Q: 3 clusters Score -1078257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1078282.000000 Penalty: 3029.756836
	Iteration 24Q: 3 clusters Score -1078282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1078298.625000 Penalty: 3029.756836
	Iteration 25Q: 3 clusters Score -1078299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1078305.750000 Penalty: 3029.756836
	Iteration 26Q: 3 clusters Score -1078306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1078314.625000 Penalty: 3029.756836
	Iteration 27Q: 3 clusters Score -1078315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1078320.375000 Penalty: 3029.756836
	Iteration 28Q: 3 clusters Score -1078320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1078332.625000 Penalty: 3029.756836
	Iteration 29Q: 3 clusters Score -1078333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1078339.500000 Penalty: 3029.756836
	Iteration 30Q: 3 clusters Score -1078340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1078349.125000 Penalty: 3029.756836
	Iteration 31Q: 3 clusters Score -1078349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1078350.250000 Penalty: 3029.756836
	Iteration 32Q: 3 clusters Score -1078350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1078352.875000 Penalty: 3029.756836
	Iteration 33Q: 3 clusters Score -1078353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1078354.375000 Penalty: 3029.756836
	Iteration 34Q: 3 clusters Score -1078354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1078356.250000 Penalty: 3029.756836
	Iteration 35Q: 3 clusters Score -1078356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1078358.875000 Penalty: 3029.756836
	Iteration 36Q: 3 clusters Score -1078359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1078363.125000 Penalty: 3029.756836
	Iteration 37Q: 3 clusters Score -1078363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1078366.875000 Penalty: 3029.756836
	Iteration 38Q: 3 clusters Score -1078367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1078367.375000 Penalty: 3029.756836
	Iteration 39Q: 3 clusters Score -1078367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1078370.250000 Penalty: 3029.756836
	Iteration 40F: 3 clusters Score -1078370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1078371.875000 Penalty: 3029.756836
	Iteration 41Q: 3 clusters Score -1078372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1078371.875000 Penalty: 3029.756836
	Iteration 42F: 3 clusters Score -1078372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -95192.984375 Penalty: 1127.628784
	Iteration 0F: 2 clusters Score -95192.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -93737.078125 Penalty: 2255.257568
	Iteration 0F: 3 clusters Score -93737.08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -93955.976562 Penalty: 2255.257568
	Iteration 1F: 3 clusters Score -93955.98 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94008.750000 Penalty: 2255.257568
	Iteration 2F: 3 clusters Score -94008.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -94038.007812 Penalty: 2255.257568
	Iteration 3Q: 3 clusters Score -94038.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94064.031250 Penalty: 2255.257568
	Iteration 4Q: 3 clusters Score -94064.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94079.617188 Penalty: 2255.257568
	Iteration 5Q: 3 clusters Score -94079.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94090.773438 Penalty: 2255.257568
	Iteration 6Q: 3 clusters Score -94090.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -94101.562500 Penalty: 2255.257568
	Iteration 7Q: 3 clusters Score -94101.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -94104.976562 Penalty: 2255.257568
	Iteration 8Q: 3 clusters Score -94104.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -94111.445312 Penalty: 2255.257568
	Iteration 9Q: 3 clusters Score -94111.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -94113.867188 Penalty: 2255.257568
	Iteration 10Q: 3 clusters Score -94113.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -94115.328125 Penalty: 2255.257568
	Iteration 11Q: 3 clusters Score -94115.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -94116.242188 Penalty: 2255.257568
	Iteration 12Q: 3 clusters Score -94116.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -94117.304688 Penalty: 2255.257568
	Iteration 13Q: 3 clusters Score -94117.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -94117.468750 Penalty: 2255.257568
	Iteration 14Q: 3 clusters Score -94117.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -94117.468750 Penalty: 2255.257568
	Iteration 15F: 3 clusters Score -94117.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Entering Unmasked Estep 
Score: -739426.250000 Penalty: 1470.538452
	Iteration 0F: 2 clusters Score -739426.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -733262.312500 Penalty: 2941.076904
	Iteration 0F: 3 clusters Score -733262.3 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -735294.125000 Penalty: 2941.076904
	Iteration 1F: 3 clusters Score -735294.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -735616.500000 Penalty: 2941.076904
	Iteration 2F: 3 clusters Score -735616.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -735930.000000 Penalty: 2941.076904
	Iteration 3F: 3 clusters Score -735930 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -736258.562500 Penalty: 2941.076904
	Iteration 4F: 3 clusters Score -736258.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -736669.812500 Penalty: 2941.076904
	Iteration 5F: 3 clusters Score -736669.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -737189.875000 Penalty: 2941.076904
	Iteration 6F: 3 clusters Score -737189.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -737713.875000 Penalty: 2941.076904
	Iteration 7F: 3 clusters Score -737713.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -738054.250000 Penalty: 2941.076904
	Iteration 8F: 3 clusters Score -738054.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -738283.687500 Penalty: 2941.076904
	Iteration 9Q: 3 clusters Score -738283.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -738423.000000 Penalty: 2941.076904
	Iteration 10Q: 3 clusters Score -738423 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -738505.187500 Penalty: 2941.076904
	Iteration 11Q: 3 clusters Score -738505.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -738558.187500 Penalty: 2941.076904
	Iteration 12Q: 3 clusters Score -738558.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -738610.687500 Penalty: 2941.076904
	Iteration 13Q: 3 clusters Score -738610.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -738648.625000 Penalty: 2941.076904
	Iteration 14Q: 3 clusters Score -738648.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -738687.937500 Penalty: 2941.076904
	Iteration 15Q: 3 clusters Score -738687.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -738719.562500 Penalty: 2941.076904
	Iteration 16Q: 3 clusters Score -738719.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -738743.250000 Penalty: 2941.076904
	Iteration 17Q: 3 clusters Score -738743.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -738757.562500 Penalty: 2941.076904
	Iteration 18Q: 3 clusters Score -738757.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -738771.000000 Penalty: 2941.076904
	Iteration 19Q: 3 clusters Score -738771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -738782.312500 Penalty: 2941.076904
	Iteration 20F: 3 clusters Score -738782.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -738792.000000 Penalty: 2941.076904
	Iteration 21Q: 3 clusters Score -738792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -738797.062500 Penalty: 2941.076904
	Iteration 22Q: 3 clusters Score -738797.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -738803.375000 Penalty: 2941.076904
	Iteration 23Q: 3 clusters Score -738803.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -738807.687500 Penalty: 2941.076904
	Iteration 24Q: 3 clusters Score -738807.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -738813.687500 Penalty: 2941.076904
	Iteration 25Q: 3 clusters Score -738813.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -738820.812500 Penalty: 2941.076904
	Iteration 26Q: 3 clusters Score -738820.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -738824.875000 Penalty: 2941.076904
	Iteration 27Q: 3 clusters Score -738824.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -738831.187500 Penalty: 2941.076904
	Iteration 28Q: 3 clusters Score -738831.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -738834.500000 Penalty: 2941.076904
	Iteration 29Q: 3 clusters Score -738834.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -738839.375000 Penalty: 2941.076904
	Iteration 30Q: 3 clusters Score -738839.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -738844.625000 Penalty: 2941.076904
	Iteration 31Q: 3 clusters Score -738844.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -738852.187500 Penalty: 2941.076904
	Iteration 32Q: 3 clusters Score -738852.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -738854.812500 Penalty: 2941.076904
	Iteration 33Q: 3 clusters Score -738854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -738858.750000 Penalty: 2941.076904
	Iteration 34Q: 3 clusters Score -738858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -738859.000000 Penalty: 2941.076904
	Iteration 35Q: 3 clusters Score -738859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -738861.375000 Penalty: 2941.076904
	Iteration 36Q: 3 clusters Score -738861.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -738861.250000 Penalty: 2941.076904
	Iteration 37Q: 3 clusters Score -738861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -738862.062500 Penalty: 2941.076904
	Iteration 38Q: 3 clusters Score -738862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -738863.187500 Penalty: 2941.076904
	Iteration 39Q: 3 clusters Score -738863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -738867.562500 Penalty: 2941.076904
	Iteration 40F: 3 clusters Score -738867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -738869.000000 Penalty: 2941.076904
	Iteration 41Q: 3 clusters Score -738869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -738871.062500 Penalty: 2941.076904
	Iteration 42Q: 3 clusters Score -738871.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -738873.562500 Penalty: 2941.076904
	Iteration 43Q: 3 clusters Score -738873.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -738878.062500 Penalty: 2941.076904
	Iteration 44Q: 3 clusters Score -738878.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -738878.687500 Penalty: 2941.076904
	Iteration 45Q: 3 clusters Score -738878.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -738882.187500 Penalty: 2941.076904
	Iteration 46Q: 3 clusters Score -738882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -738882.125000 Penalty: 2941.076904
	Iteration 47Q: 3 clusters Score -738882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -738885.000000 Penalty: 2941.076904
	Iteration 48Q: 3 clusters Score -738885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -738887.312500 Penalty: 2941.076904
	Iteration 49Q: 3 clusters Score -738887.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -738893.625000 Penalty: 2941.076904
	Iteration 50Q: 3 clusters Score -738893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -738894.187500 Penalty: 2941.076904
	Iteration 51Q: 3 clusters Score -738894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -738895.937500 Penalty: 2941.076904
	Iteration 52Q: 3 clusters Score -738895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -738896.312500 Penalty: 2941.076904
	Iteration 53Q: 3 clusters Score -738896.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -738896.562500 Penalty: 2941.076904
	Iteration 54Q: 3 clusters Score -738896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -738897.437500 Penalty: 2941.076904
	Iteration 55Q: 3 clusters Score -738897.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -738897.437500 Penalty: 2941.076904
	Iteration 56F: 3 clusters Score -738897.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -143066.609375 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -143066.6 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 812 members 
Entering Unmasked Estep 
Score: -141231.421875 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -141231.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -141631.718750 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -141631.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -141707.734375 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -141707.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -141747.171875 Penalty: 2400.603027
	Iteration 3Q: 3 clusters Score -141747.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -141772.406250 Penalty: 2400.603027
	Iteration 4Q: 3 clusters Score -141772.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -141806.687500 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -141806.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -141825.234375 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -141825.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -141841.328125 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -141841.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -141854.328125 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -141854.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -141862.468750 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -141862.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -141868.375000 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -141868.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -141876.421875 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -141876.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -141884.515625 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -141884.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -141895.000000 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -141895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -141903.578125 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -141903.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -141915.453125 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -141915.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -141934.281250 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -141934.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -141956.906250 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -141956.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -141986.187500 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -141986.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -142016.203125 Penalty: 2400.603027
	Iteration 19Q: 3 clusters Score -142016.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -142039.515625 Penalty: 2400.603027
	Iteration 20F: 3 clusters Score -142039.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -142061.906250 Penalty: 2400.603027
	Iteration 21Q: 3 clusters Score -142061.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -142074.093750 Penalty: 2400.603027
	Iteration 22Q: 3 clusters Score -142074.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -142083.140625 Penalty: 2400.603027
	Iteration 23Q: 3 clusters Score -142083.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -142089.859375 Penalty: 2400.603027
	Iteration 24Q: 3 clusters Score -142089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -142092.156250 Penalty: 2400.603027
	Iteration 25Q: 3 clusters Score -142092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -142093.156250 Penalty: 2400.603027
	Iteration 26Q: 3 clusters Score -142093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -142096.484375 Penalty: 2400.603027
	Iteration 27Q: 3 clusters Score -142096.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -142099.546875 Penalty: 2400.603027
	Iteration 28Q: 3 clusters Score -142099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -142101.171875 Penalty: 2400.603027
	Iteration 29Q: 3 clusters Score -142101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -142105.312500 Penalty: 2400.603027
	Iteration 30Q: 3 clusters Score -142105.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -142110.046875 Penalty: 2400.603027
	Iteration 31Q: 3 clusters Score -142110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -142112.671875 Penalty: 2400.603027
	Iteration 32Q: 3 clusters Score -142112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -142113.796875 Penalty: 2400.603027
	Iteration 33Q: 3 clusters Score -142113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -142113.796875 Penalty: 2400.603027
	Iteration 34F: 3 clusters Score -142113.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -563568.625000 Penalty: 1422.422852
	Iteration 0F: 2 clusters Score -563568.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -558728.187500 Penalty: 2844.845703
	Iteration 0F: 3 clusters Score -558728.2 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -560183.250000 Penalty: 2844.845703
	Iteration 1F: 3 clusters Score -560183.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -560370.312500 Penalty: 2844.845703
	Iteration 2F: 3 clusters Score -560370.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -560573.937500 Penalty: 2844.845703
	Iteration 3Q: 3 clusters Score -560573.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -560842.062500 Penalty: 2844.845703
	Iteration 4Q: 3 clusters Score -560842.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -561181.187500 Penalty: 2844.845703
	Iteration 5F: 3 clusters Score -561181.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -561528.312500 Penalty: 2844.845703
	Iteration 6F: 3 clusters Score -561528.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -561843.687500 Penalty: 2844.845703
	Iteration 7F: 3 clusters Score -561843.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -562135.125000 Penalty: 2844.845703
	Iteration 8F: 3 clusters Score -562135.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -562388.937500 Penalty: 2844.845703
	Iteration 9F: 3 clusters Score -562388.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -562585.375000 Penalty: 2844.845703
	Iteration 10Q: 3 clusters Score -562585.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -562696.875000 Penalty: 2844.845703
	Iteration 11Q: 3 clusters Score -562696.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -562757.625000 Penalty: 2844.845703
	Iteration 12Q: 3 clusters Score -562757.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -562806.000000 Penalty: 2844.845703
	Iteration 13Q: 3 clusters Score -562806 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -562841.500000 Penalty: 2844.845703
	Iteration 14Q: 3 clusters Score -562841.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -562877.187500 Penalty: 2844.845703
	Iteration 15Q: 3 clusters Score -562877.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -562909.500000 Penalty: 2844.845703
	Iteration 16Q: 3 clusters Score -562909.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -562949.437500 Penalty: 2844.845703
	Iteration 17Q: 3 clusters Score -562949.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -562992.250000 Penalty: 2844.845703
	Iteration 18Q: 3 clusters Score -562992.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -563027.937500 Penalty: 2844.845703
	Iteration 19Q: 3 clusters Score -563027.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -563073.500000 Penalty: 2844.845703
	Iteration 20F: 3 clusters Score -563073.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -563119.437500 Penalty: 2844.845703
	Iteration 21Q: 3 clusters Score -563119.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -563154.812500 Penalty: 2844.845703
	Iteration 22Q: 3 clusters Score -563154.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -563187.187500 Penalty: 2844.845703
	Iteration 23Q: 3 clusters Score -563187.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -563207.312500 Penalty: 2844.845703
	Iteration 24Q: 3 clusters Score -563207.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -563220.687500 Penalty: 2844.845703
	Iteration 25Q: 3 clusters Score -563220.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -563234.500000 Penalty: 2844.845703
	Iteration 26Q: 3 clusters Score -563234.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -563246.562500 Penalty: 2844.845703
	Iteration 27Q: 3 clusters Score -563246.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -563253.500000 Penalty: 2844.845703
	Iteration 28Q: 3 clusters Score -563253.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -563256.500000 Penalty: 2844.845703
	Iteration 29Q: 3 clusters Score -563256.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -563257.375000 Penalty: 2844.845703
	Iteration 30Q: 3 clusters Score -563257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -563259.500000 Penalty: 2844.845703
	Iteration 31Q: 3 clusters Score -563259.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -563262.875000 Penalty: 2844.845703
	Iteration 32Q: 3 clusters Score -563262.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -563266.687500 Penalty: 2844.845703
	Iteration 33Q: 3 clusters Score -563266.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -563269.750000 Penalty: 2844.845703
	Iteration 34Q: 3 clusters Score -563269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -563270.875000 Penalty: 2844.845703
	Iteration 35Q: 3 clusters Score -563270.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -563270.875000 Penalty: 2844.845703
	Iteration 36F: 3 clusters Score -563270.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -195751.671875 Penalty: 1252.543701
	Iteration 0F: 2 clusters Score -195751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -193496.187500 Penalty: 2505.087402
	Iteration 0F: 3 clusters Score -193496.2 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -194012.046875 Penalty: 2505.087402
	Iteration 1F: 3 clusters Score -194012 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -194123.906250 Penalty: 2505.087402
	Iteration 2F: 3 clusters Score -194123.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -194202.921875 Penalty: 2505.087402
	Iteration 3F: 3 clusters Score -194202.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -194236.109375 Penalty: 2505.087402
	Iteration 4Q: 3 clusters Score -194236.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -194269.953125 Penalty: 2505.087402
	Iteration 5Q: 3 clusters Score -194270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -194292.328125 Penalty: 2505.087402
	Iteration 6Q: 3 clusters Score -194292.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -194320.750000 Penalty: 2505.087402
	Iteration 7Q: 3 clusters Score -194320.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -194350.609375 Penalty: 2505.087402
	Iteration 8Q: 3 clusters Score -194350.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -194384.390625 Penalty: 2505.087402
	Iteration 9Q: 3 clusters Score -194384.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -194413.343750 Penalty: 2505.087402
	Iteration 10Q: 3 clusters Score -194413.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -194438.640625 Penalty: 2505.087402
	Iteration 11Q: 3 clusters Score -194438.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -194470.953125 Penalty: 2505.087402
	Iteration 12Q: 3 clusters Score -194471 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -194520.656250 Penalty: 2505.087402
	Iteration 13Q: 3 clusters Score -194520.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -194590.796875 Penalty: 2505.087402
	Iteration 14Q: 3 clusters Score -194590.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -194684.265625 Penalty: 2505.087402
	Iteration 15Q: 3 clusters Score -194684.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -194813.687500 Penalty: 2505.087402
	Iteration 16Q: 3 clusters Score -194813.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -194951.718750 Penalty: 2505.087402
	Iteration 17Q: 3 clusters Score -194951.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -195036.812500 Penalty: 2505.087402
	Iteration 18Q: 3 clusters Score -195036.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -195098.828125 Penalty: 2505.087402
	Iteration 19Q: 3 clusters Score -195098.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -195141.625000 Penalty: 2505.087402
	Iteration 20F: 3 clusters Score -195141.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -195190.765625 Penalty: 2505.087402
	Iteration 21Q: 3 clusters Score -195190.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -195220.750000 Penalty: 2505.087402
	Iteration 22Q: 3 clusters Score -195220.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -195238.609375 Penalty: 2505.087402
	Iteration 23Q: 3 clusters Score -195238.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -195252.312500 Penalty: 2505.087402
	Iteration 24Q: 3 clusters Score -195252.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -195263.062500 Penalty: 2505.087402
	Iteration 25Q: 3 clusters Score -195263.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -195272.359375 Penalty: 2505.087402
	Iteration 26Q: 3 clusters Score -195272.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -195283.031250 Penalty: 2505.087402
	Iteration 27Q: 3 clusters Score -195283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -195293.140625 Penalty: 2505.087402
	Iteration 28Q: 3 clusters Score -195293.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -195303.296875 Penalty: 2505.087402
	Iteration 29Q: 3 clusters Score -195303.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -195317.171875 Penalty: 2505.087402
	Iteration 30Q: 3 clusters Score -195317.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -195331.187500 Penalty: 2505.087402
	Iteration 31Q: 3 clusters Score -195331.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -195345.625000 Penalty: 2505.087402
	Iteration 32Q: 3 clusters Score -195345.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -195357.187500 Penalty: 2505.087402
	Iteration 33Q: 3 clusters Score -195357.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -195366.171875 Penalty: 2505.087402
	Iteration 34Q: 3 clusters Score -195366.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -195375.406250 Penalty: 2505.087402
	Iteration 35Q: 3 clusters Score -195375.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -195395.906250 Penalty: 2505.087402
	Iteration 36Q: 3 clusters Score -195395.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -195411.562500 Penalty: 2505.087402
	Iteration 37Q: 3 clusters Score -195411.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -195431.328125 Penalty: 2505.087402
	Iteration 38Q: 3 clusters Score -195431.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -195449.765625 Penalty: 2505.087402
	Iteration 39Q: 3 clusters Score -195449.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -195460.875000 Penalty: 2505.087402
	Iteration 40F: 3 clusters Score -195460.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -195475.156250 Penalty: 2505.087402
	Iteration 41Q: 3 clusters Score -195475.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -195488.843750 Penalty: 2505.087402
	Iteration 42Q: 3 clusters Score -195488.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -195503.812500 Penalty: 2505.087402
	Iteration 43Q: 3 clusters Score -195503.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -195523.375000 Penalty: 2505.087402
	Iteration 44Q: 3 clusters Score -195523.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -195541.828125 Penalty: 2505.087402
	Iteration 45Q: 3 clusters Score -195541.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -195572.015625 Penalty: 2505.087402
	Iteration 46Q: 3 clusters Score -195572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -195654.250000 Penalty: 2505.087402
	Iteration 47Q: 3 clusters Score -195654.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -195733.156250 Penalty: 2505.087402
	Iteration 48Q: 3 clusters Score -195733.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -195806.984375 Penalty: 2505.087402
	Iteration 49Q: 3 clusters Score -195807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -195888.156250 Penalty: 2505.087402
	Iteration 50Q: 3 clusters Score -195888.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -195922.234375 Penalty: 2505.087402
	Iteration 51Q: 3 clusters Score -195922.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -195933.203125 Penalty: 2505.087402
	Iteration 52Q: 3 clusters Score -195933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -195933.859375 Penalty: 2505.087402
	Iteration 53Q: 3 clusters Score -195933.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -195933.859375 Penalty: 2505.087402
	Iteration 54F: 3 clusters Score -195933.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205148 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20192 members 
Mstep: Class 7 contains 10977 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87007 members 
Mstep: Class 10 contains 11844 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8514 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16553 members 
Mstep: Class 21 contains 6934 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 1478 members 
Entering Unmasked Estep 
Score: -53853496.000000 Penalty: 51850.226562
Splitting cluster 17 changes total score from -53854196.000000 to -53853496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -206963.968750 Penalty: 1253.126709
	Iteration 0F: 2 clusters Score -206964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -204699.156250 Penalty: 2506.253418
	Iteration 0F: 3 clusters Score -204699.2 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -205196.078125 Penalty: 2506.253418
	Iteration 1F: 3 clusters Score -205196.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -205307.140625 Penalty: 2506.253418
	Iteration 2F: 3 clusters Score -205307.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -205389.890625 Penalty: 2506.253418
	Iteration 3F: 3 clusters Score -205389.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -205455.750000 Penalty: 2506.253418
	Iteration 4Q: 3 clusters Score -205455.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -205516.781250 Penalty: 2506.253418
	Iteration 5Q: 3 clusters Score -205516.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -205602.000000 Penalty: 2506.253418
	Iteration 6Q: 3 clusters Score -205602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -205712.812500 Penalty: 2506.253418
	Iteration 7Q: 3 clusters Score -205712.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -205831.187500 Penalty: 2506.253418
	Iteration 8Q: 3 clusters Score -205831.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -205969.546875 Penalty: 2506.253418
	Iteration 9Q: 3 clusters Score -205969.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -206123.453125 Penalty: 2506.253418
	Iteration 10Q: 3 clusters Score -206123.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -206289.500000 Penalty: 2506.253418
	Iteration 11F: 3 clusters Score -206289.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -206416.140625 Penalty: 2506.253418
	Iteration 12Q: 3 clusters Score -206416.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -206480.406250 Penalty: 2506.253418
	Iteration 13Q: 3 clusters Score -206480.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -206517.453125 Penalty: 2506.253418
	Iteration 14Q: 3 clusters Score -206517.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -206529.453125 Penalty: 2506.253418
	Iteration 15Q: 3 clusters Score -206529.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -206534.343750 Penalty: 2506.253418
	Iteration 16Q: 3 clusters Score -206534.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -206538.296875 Penalty: 2506.253418
	Iteration 17Q: 3 clusters Score -206538.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -206538.953125 Penalty: 2506.253418
	Iteration 18Q: 3 clusters Score -206539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -206538.953125 Penalty: 2506.253418
	Iteration 19F: 3 clusters Score -206539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Entering Unmasked Estep 
Score: -146100.156250 Penalty: 1198.682617
	Iteration 0F: 2 clusters Score -146100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -144263.218750 Penalty: 2397.365234
	Iteration 0F: 3 clusters Score -144263.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -144635.562500 Penalty: 2397.365234
	Iteration 1F: 3 clusters Score -144635.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -144754.093750 Penalty: 2397.365234
	Iteration 2F: 3 clusters Score -144754.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -144831.890625 Penalty: 2397.365234
	Iteration 3F: 3 clusters Score -144831.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -144895.062500 Penalty: 2397.365234
	Iteration 4Q: 3 clusters Score -144895.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -144943.843750 Penalty: 2397.365234
	Iteration 5Q: 3 clusters Score -144943.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -144985.609375 Penalty: 2397.365234
	Iteration 6Q: 3 clusters Score -144985.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -145015.046875 Penalty: 2397.365234
	Iteration 7Q: 3 clusters Score -145015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -145037.250000 Penalty: 2397.365234
	Iteration 8Q: 3 clusters Score -145037.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -145060.000000 Penalty: 2397.365234
	Iteration 9Q: 3 clusters Score -145060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -145072.328125 Penalty: 2397.365234
	Iteration 10Q: 3 clusters Score -145072.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -145082.546875 Penalty: 2397.365234
	Iteration 11Q: 3 clusters Score -145082.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -145090.859375 Penalty: 2397.365234
	Iteration 12Q: 3 clusters Score -145090.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -145107.484375 Penalty: 2397.365234
	Iteration 13Q: 3 clusters Score -145107.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -145122.453125 Penalty: 2397.365234
	Iteration 14Q: 3 clusters Score -145122.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -145148.734375 Penalty: 2397.365234
	Iteration 15Q: 3 clusters Score -145148.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -145174.546875 Penalty: 2397.365234
	Iteration 16Q: 3 clusters Score -145174.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -145188.343750 Penalty: 2397.365234
	Iteration 17Q: 3 clusters Score -145188.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -145205.421875 Penalty: 2397.365234
	Iteration 18Q: 3 clusters Score -145205.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -145219.562500 Penalty: 2397.365234
	Iteration 19Q: 3 clusters Score -145219.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -145230.328125 Penalty: 2397.365234
	Iteration 20F: 3 clusters Score -145230.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -145237.687500 Penalty: 2397.365234
	Iteration 21Q: 3 clusters Score -145237.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -145243.921875 Penalty: 2397.365234
	Iteration 22Q: 3 clusters Score -145243.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -145256.546875 Penalty: 2397.365234
	Iteration 23Q: 3 clusters Score -145256.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -145268.812500 Penalty: 2397.365234
	Iteration 24Q: 3 clusters Score -145268.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -145277.078125 Penalty: 2397.365234
	Iteration 25Q: 3 clusters Score -145277.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -145285.203125 Penalty: 2397.365234
	Iteration 26Q: 3 clusters Score -145285.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -145289.781250 Penalty: 2397.365234
	Iteration 27Q: 3 clusters Score -145289.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -145295.234375 Penalty: 2397.365234
	Iteration 28Q: 3 clusters Score -145295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -145298.406250 Penalty: 2397.365234
	Iteration 29Q: 3 clusters Score -145298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -145299.953125 Penalty: 2397.365234
	Iteration 30Q: 3 clusters Score -145300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -145303.421875 Penalty: 2397.365234
	Iteration 31Q: 3 clusters Score -145303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -145303.671875 Penalty: 2397.365234
	Iteration 32Q: 3 clusters Score -145303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -145304.593750 Penalty: 2397.365234
	Iteration 33Q: 3 clusters Score -145304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -145305.234375 Penalty: 2397.365234
	Iteration 34Q: 3 clusters Score -145305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -145305.718750 Penalty: 2397.365234
	Iteration 35Q: 3 clusters Score -145305.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -145305.718750 Penalty: 2397.365234
	Iteration 36F: 3 clusters Score -145305.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Entering Unmasked Estep 
Score: -1527424.250000 Penalty: 1578.577515
	Iteration 0F: 2 clusters Score -1527424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1515926.875000 Penalty: 3157.155029
	Iteration 0F: 3 clusters Score -1515927 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1520154.375000 Penalty: 3157.155029
	Iteration 1F: 3 clusters Score -1520154 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1520457.125000 Penalty: 3157.155029
	Iteration 2F: 3 clusters Score -1520457 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1520713.500000 Penalty: 3157.155029
	Iteration 3Q: 3 clusters Score -1520714 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1520974.250000 Penalty: 3157.155029
	Iteration 4Q: 3 clusters Score -1520974 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1521256.250000 Penalty: 3157.155029
	Iteration 5Q: 3 clusters Score -1521256 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1521556.375000 Penalty: 3157.155029
	Iteration 6Q: 3 clusters Score -1521556 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1521930.625000 Penalty: 3157.155029
	Iteration 7Q: 3 clusters Score -1521931 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1522443.500000 Penalty: 3157.155029
	Iteration 8F: 3 clusters Score -1522444 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1523158.000000 Penalty: 3157.155029
	Iteration 9F: 3 clusters Score -1523158 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1524002.000000 Penalty: 3157.155029
	Iteration 10F: 3 clusters Score -1524002 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1524759.625000 Penalty: 3157.155029
	Iteration 11F: 3 clusters Score -1524760 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1525329.125000 Penalty: 3157.155029
	Iteration 12Q: 3 clusters Score -1525329 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1525672.625000 Penalty: 3157.155029
	Iteration 13Q: 3 clusters Score -1525673 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1525888.375000 Penalty: 3157.155029
	Iteration 14Q: 3 clusters Score -1525888 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1526027.250000 Penalty: 3157.155029
	Iteration 15Q: 3 clusters Score -1526027 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1526120.250000 Penalty: 3157.155029
	Iteration 16Q: 3 clusters Score -1526120 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1526183.625000 Penalty: 3157.155029
	Iteration 17Q: 3 clusters Score -1526184 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1526232.875000 Penalty: 3157.155029
	Iteration 18Q: 3 clusters Score -1526233 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1526264.875000 Penalty: 3157.155029
	Iteration 19Q: 3 clusters Score -1526265 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1526297.000000 Penalty: 3157.155029
	Iteration 20F: 3 clusters Score -1526297 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1526316.750000 Penalty: 3157.155029
	Iteration 21Q: 3 clusters Score -1526317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1526332.750000 Penalty: 3157.155029
	Iteration 22Q: 3 clusters Score -1526333 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1526340.500000 Penalty: 3157.155029
	Iteration 23Q: 3 clusters Score -1526340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1526346.625000 Penalty: 3157.155029
	Iteration 24Q: 3 clusters Score -1526347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1526355.125000 Penalty: 3157.155029
	Iteration 25Q: 3 clusters Score -1526355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1526363.750000 Penalty: 3157.155029
	Iteration 26Q: 3 clusters Score -1526364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1526372.875000 Penalty: 3157.155029
	Iteration 27Q: 3 clusters Score -1526373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1526377.500000 Penalty: 3157.155029
	Iteration 28Q: 3 clusters Score -1526378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1526383.500000 Penalty: 3157.155029
	Iteration 29Q: 3 clusters Score -1526384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1526386.500000 Penalty: 3157.155029
	Iteration 30Q: 3 clusters Score -1526386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1526387.875000 Penalty: 3157.155029
	Iteration 31Q: 3 clusters Score -1526388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1526386.375000 Penalty: 3157.155029
	Iteration 32Q: 3 clusters Score -1526386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1526387.375000 Penalty: 3157.155029
	Iteration 33Q: 3 clusters Score -1526387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1526393.500000 Penalty: 3157.155029
	Iteration 34Q: 3 clusters Score -1526394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1526391.250000 Penalty: 3157.155029
	Iteration 35Q: 3 clusters Score -1526391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1526395.000000 Penalty: 3157.155029
	Iteration 36Q: 3 clusters Score -1526395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1526399.375000 Penalty: 3157.155029
	Iteration 37Q: 3 clusters Score -1526399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1526400.750000 Penalty: 3157.155029
	Iteration 38Q: 3 clusters Score -1526401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1526399.500000 Penalty: 3157.155029
	Iteration 39Q: 3 clusters Score -1526400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1526403.250000 Penalty: 3157.155029
	Iteration 40F: 3 clusters Score -1526403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1526403.375000 Penalty: 3157.155029
	Iteration 41Q: 3 clusters Score -1526403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1526402.750000 Penalty: 3157.155029
	Iteration 42Q: 3 clusters Score -1526403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1526404.500000 Penalty: 3157.155029
	Iteration 43Q: 3 clusters Score -1526404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1526404.125000 Penalty: 3157.155029
	Iteration 44Q: 3 clusters Score -1526404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1526403.625000 Penalty: 3157.155029
	Iteration 45Q: 3 clusters Score -1526404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1526411.000000 Penalty: 3157.155029
	Iteration 46Q: 3 clusters Score -1526411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1526415.500000 Penalty: 3157.155029
	Iteration 47Q: 3 clusters Score -1526416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1526412.375000 Penalty: 3157.155029
	Iteration 48Q: 3 clusters Score -1526412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1526416.375000 Penalty: 3157.155029
	Iteration 49Q: 3 clusters Score -1526416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1526421.125000 Penalty: 3157.155029
	Iteration 50Q: 3 clusters Score -1526421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1526427.125000 Penalty: 3157.155029
	Iteration 51Q: 3 clusters Score -1526427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1526429.875000 Penalty: 3157.155029
	Iteration 52Q: 3 clusters Score -1526430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1526432.750000 Penalty: 3157.155029
	Iteration 53Q: 3 clusters Score -1526433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1526435.750000 Penalty: 3157.155029
	Iteration 54Q: 3 clusters Score -1526436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1526434.125000 Penalty: 3157.155029
	Iteration 55Q: 3 clusters Score -1526434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1526444.250000 Penalty: 3157.155029
	Iteration 56Q: 3 clusters Score -1526444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1526456.000000 Penalty: 3157.155029
	Iteration 57Q: 3 clusters Score -1526456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1526457.625000 Penalty: 3157.155029
	Iteration 58Q: 3 clusters Score -1526458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1526463.750000 Penalty: 3157.155029
	Iteration 59Q: 3 clusters Score -1526464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1526475.375000 Penalty: 3157.155029
	Iteration 60F: 3 clusters Score -1526475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1526479.375000 Penalty: 3157.155029
	Iteration 61Q: 3 clusters Score -1526479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1526492.125000 Penalty: 3157.155029
	Iteration 62Q: 3 clusters Score -1526492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1526495.250000 Penalty: 3157.155029
	Iteration 63Q: 3 clusters Score -1526495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1526498.250000 Penalty: 3157.155029
	Iteration 64Q: 3 clusters Score -1526498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1526500.125000 Penalty: 3157.155029
	Iteration 65Q: 3 clusters Score -1526500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1526506.250000 Penalty: 3157.155029
	Iteration 66Q: 3 clusters Score -1526506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1526512.625000 Penalty: 3157.155029
	Iteration 67Q: 3 clusters Score -1526513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1526516.750000 Penalty: 3157.155029
	Iteration 68Q: 3 clusters Score -1526517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1526524.000000 Penalty: 3157.155029
	Iteration 69Q: 3 clusters Score -1526524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1526532.375000 Penalty: 3157.155029
	Iteration 70Q: 3 clusters Score -1526532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1526539.750000 Penalty: 3157.155029
	Iteration 71Q: 3 clusters Score -1526540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1526544.625000 Penalty: 3157.155029
	Iteration 72Q: 3 clusters Score -1526545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1526543.375000 Penalty: 3157.155029
	Iteration 73Q: 3 clusters Score -1526543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1526541.750000 Penalty: 3157.155029
	Iteration 74Q: 3 clusters Score -1526542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1526543.125000 Penalty: 3157.155029
	Iteration 75Q: 3 clusters Score -1526543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1526545.125000 Penalty: 3157.155029
	Iteration 76Q: 3 clusters Score -1526545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1526547.625000 Penalty: 3157.155029
	Iteration 77Q: 3 clusters Score -1526548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1526549.000000 Penalty: 3157.155029
	Iteration 78Q: 3 clusters Score -1526549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1526556.125000 Penalty: 3157.155029
	Iteration 79Q: 3 clusters Score -1526556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1526557.625000 Penalty: 3157.155029
	Iteration 80F: 3 clusters Score -1526558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1526561.250000 Penalty: 3157.155029
	Iteration 81Q: 3 clusters Score -1526561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1526570.625000 Penalty: 3157.155029
	Iteration 82Q: 3 clusters Score -1526571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1526571.000000 Penalty: 3157.155029
	Iteration 83Q: 3 clusters Score -1526571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1526573.875000 Penalty: 3157.155029
	Iteration 84Q: 3 clusters Score -1526574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1526578.875000 Penalty: 3157.155029
	Iteration 85Q: 3 clusters Score -1526579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1526583.375000 Penalty: 3157.155029
	Iteration 86Q: 3 clusters Score -1526583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1526589.375000 Penalty: 3157.155029
	Iteration 87Q: 3 clusters Score -1526589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1526593.875000 Penalty: 3157.155029
	Iteration 88Q: 3 clusters Score -1526594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1526596.875000 Penalty: 3157.155029
	Iteration 89Q: 3 clusters Score -1526597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1526596.875000 Penalty: 3157.155029
	Iteration 90Q: 3 clusters Score -1526597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1526601.875000 Penalty: 3157.155029
	Iteration 91Q: 3 clusters Score -1526602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1526610.125000 Penalty: 3157.155029
	Iteration 92Q: 3 clusters Score -1526610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1526614.125000 Penalty: 3157.155029
	Iteration 93Q: 3 clusters Score -1526614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1526618.000000 Penalty: 3157.155029
	Iteration 94Q: 3 clusters Score -1526618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1526624.625000 Penalty: 3157.155029
	Iteration 95Q: 3 clusters Score -1526625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1526620.250000 Penalty: 3157.155029
	Iteration 96Q: 3 clusters Score -1526620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1526625.750000 Penalty: 3157.155029
	Iteration 97Q: 3 clusters Score -1526626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1526623.000000 Penalty: 3157.155029
	Iteration 98Q: 3 clusters Score -1526623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1526628.750000 Penalty: 3157.155029
	Iteration 99Q: 3 clusters Score -1526629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1526631.000000 Penalty: 3157.155029
	Iteration 100F: 3 clusters Score -1526631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1526631.750000 Penalty: 3157.155029
	Iteration 101Q: 3 clusters Score -1526632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1526634.875000 Penalty: 3157.155029
	Iteration 102Q: 3 clusters Score -1526635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1526633.625000 Penalty: 3157.155029
	Iteration 103Q: 3 clusters Score -1526634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1526636.625000 Penalty: 3157.155029
	Iteration 104Q: 3 clusters Score -1526637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1526634.000000 Penalty: 3157.155029
	Iteration 105Q: 3 clusters Score -1526634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1526631.375000 Penalty: 3157.155029
	Iteration 106Q: 3 clusters Score -1526631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1526629.750000 Penalty: 3157.155029
	Iteration 107Q: 3 clusters Score -1526630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1526632.125000 Penalty: 3157.155029
	Iteration 108Q: 3 clusters Score -1526632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1526635.000000 Penalty: 3157.155029
	Iteration 109Q: 3 clusters Score -1526635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1526636.125000 Penalty: 3157.155029
	Iteration 110Q: 3 clusters Score -1526636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1526636.875000 Penalty: 3157.155029
	Iteration 111Q: 3 clusters Score -1526637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1526636.500000 Penalty: 3157.155029
	Iteration 112Q: 3 clusters Score -1526636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1526637.750000 Penalty: 3157.155029
	Iteration 113Q: 3 clusters Score -1526638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1526638.875000 Penalty: 3157.155029
	Iteration 114Q: 3 clusters Score -1526639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1526640.000000 Penalty: 3157.155029
	Iteration 115Q: 3 clusters Score -1526640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1526640.250000 Penalty: 3157.155029
	Iteration 116Q: 3 clusters Score -1526640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1526638.875000 Penalty: 3157.155029
	Iteration 117Q: 3 clusters Score -1526639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1526638.125000 Penalty: 3157.155029
	Iteration 118Q: 3 clusters Score -1526638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1526638.875000 Penalty: 3157.155029
	Iteration 119Q: 3 clusters Score -1526639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1526638.875000 Penalty: 3157.155029
	Iteration 120F: 3 clusters Score -1526639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Entering Unmasked Estep 
Score: -623105.062500 Penalty: 1437.181274
	Iteration 0F: 2 clusters Score -623105.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -617896.437500 Penalty: 2874.362549
	Iteration 0F: 3 clusters Score -617896.4 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -619444.750000 Penalty: 2874.362549
	Iteration 1F: 3 clusters Score -619444.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -619673.500000 Penalty: 2874.362549
	Iteration 2F: 3 clusters Score -619673.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -619841.687500 Penalty: 2874.362549
	Iteration 3F: 3 clusters Score -619841.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -619981.687500 Penalty: 2874.362549
	Iteration 4Q: 3 clusters Score -619981.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -620108.625000 Penalty: 2874.362549
	Iteration 5Q: 3 clusters Score -620108.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -620245.687500 Penalty: 2874.362549
	Iteration 6Q: 3 clusters Score -620245.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -620442.250000 Penalty: 2874.362549
	Iteration 7Q: 3 clusters Score -620442.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -620664.500000 Penalty: 2874.362549
	Iteration 8Q: 3 clusters Score -620664.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -620884.625000 Penalty: 2874.362549
	Iteration 9Q: 3 clusters Score -620884.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -621094.750000 Penalty: 2874.362549
	Iteration 10Q: 3 clusters Score -621094.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -621270.437500 Penalty: 2874.362549
	Iteration 11Q: 3 clusters Score -621270.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -621437.562500 Penalty: 2874.362549
	Iteration 12Q: 3 clusters Score -621437.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -621568.437500 Penalty: 2874.362549
	Iteration 13Q: 3 clusters Score -621568.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -621668.750000 Penalty: 2874.362549
	Iteration 14Q: 3 clusters Score -621668.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -621748.312500 Penalty: 2874.362549
	Iteration 15Q: 3 clusters Score -621748.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -621800.875000 Penalty: 2874.362549
	Iteration 16Q: 3 clusters Score -621800.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -621829.125000 Penalty: 2874.362549
	Iteration 17Q: 3 clusters Score -621829.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -621851.750000 Penalty: 2874.362549
	Iteration 18Q: 3 clusters Score -621851.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -621863.062500 Penalty: 2874.362549
	Iteration 19Q: 3 clusters Score -621863.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -621871.250000 Penalty: 2874.362549
	Iteration 20F: 3 clusters Score -621871.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -621877.125000 Penalty: 2874.362549
	Iteration 21Q: 3 clusters Score -621877.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -621880.187500 Penalty: 2874.362549
	Iteration 22Q: 3 clusters Score -621880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -621883.437500 Penalty: 2874.362549
	Iteration 23Q: 3 clusters Score -621883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -621884.375000 Penalty: 2874.362549
	Iteration 24Q: 3 clusters Score -621884.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -621886.687500 Penalty: 2874.362549
	Iteration 25Q: 3 clusters Score -621886.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -621888.125000 Penalty: 2874.362549
	Iteration 26Q: 3 clusters Score -621888.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -621890.937500 Penalty: 2874.362549
	Iteration 27Q: 3 clusters Score -621890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -621891.875000 Penalty: 2874.362549
	Iteration 28Q: 3 clusters Score -621891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -621892.125000 Penalty: 2874.362549
	Iteration 29Q: 3 clusters Score -621892.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -621893.250000 Penalty: 2874.362549
	Iteration 30Q: 3 clusters Score -621893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -621897.437500 Penalty: 2874.362549
	Iteration 31Q: 3 clusters Score -621897.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -621898.562500 Penalty: 2874.362549
	Iteration 32Q: 3 clusters Score -621898.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -621900.625000 Penalty: 2874.362549
	Iteration 33Q: 3 clusters Score -621900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -621904.875000 Penalty: 2874.362549
	Iteration 34Q: 3 clusters Score -621904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -621905.937500 Penalty: 2874.362549
	Iteration 35Q: 3 clusters Score -621905.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -621906.562500 Penalty: 2874.362549
	Iteration 36Q: 3 clusters Score -621906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -621905.500000 Penalty: 2874.362549
	Iteration 37Q: 3 clusters Score -621905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -621907.937500 Penalty: 2874.362549
	Iteration 38Q: 3 clusters Score -621907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -621908.437500 Penalty: 2874.362549
	Iteration 39Q: 3 clusters Score -621908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -621910.625000 Penalty: 2874.362549
	Iteration 40F: 3 clusters Score -621910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -621910.312500 Penalty: 2874.362549
	Iteration 41Q: 3 clusters Score -621910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -621910.312500 Penalty: 2874.362549
	Iteration 42Q: 3 clusters Score -621910.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -621910.312500 Penalty: 2874.362549
	Iteration 43F: 3 clusters Score -621910.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Entering Unmasked Estep 
Score: -7664025.500000 Penalty: 1829.465942
	Iteration 0F: 2 clusters Score -7664026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -7612862.500000 Penalty: 3658.931885
	Iteration 0F: 3 clusters Score -7612862 nChanged 36708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -7633874.500000 Penalty: 3658.931885
	Iteration 1F: 3 clusters Score -7633874 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -7634647.500000 Penalty: 3658.931885
	Iteration 2Q: 3 clusters Score -7634648 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -7635973.500000 Penalty: 3658.931885
	Iteration 3Q: 3 clusters Score -7635974 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -7638646.500000 Penalty: 3658.931885
	Iteration 4F: 3 clusters Score -7638646 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -7643531.000000 Penalty: 3658.931885
	Iteration 5F: 3 clusters Score -7643531 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -7650805.000000 Penalty: 3658.931885
	Iteration 6F: 3 clusters Score -7650805 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -7657646.500000 Penalty: 3658.931885
	Iteration 7F: 3 clusters Score -7657646 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 76156 members 
Entering Unmasked Estep 
Score: -7661082.000000 Penalty: 3658.931885
	Iteration 8Q: 3 clusters Score -7661082 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -7662022.000000 Penalty: 3658.931885
	Iteration 9Q: 3 clusters Score -7662022 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -7662234.500000 Penalty: 3658.931885
	Iteration 10Q: 3 clusters Score -7662234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -7662301.000000 Penalty: 3658.931885
	Iteration 11Q: 3 clusters Score -7662301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -7662308.000000 Penalty: 3658.931885
	Iteration 12Q: 3 clusters Score -7662308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -7662320.500000 Penalty: 3658.931885
	Iteration 13Q: 3 clusters Score -7662320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -7662322.000000 Penalty: 3658.931885
	Iteration 14Q: 3 clusters Score -7662322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 77416 members 
Entering Unmasked Estep 
Score: -7662330.000000 Penalty: 3658.931885
	Iteration 15Q: 3 clusters Score -7662330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 77416 members 
Entering Unmasked Estep 
Score: -7662330.000000 Penalty: 3658.931885
	Iteration 16F: 3 clusters Score -7662330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -86862.367188 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -86862.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -85395.218750 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -85395.22 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -85675.445312 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -85675.45 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -85797.828125 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -85797.83 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -85905.234375 Penalty: 2276.291504
	Iteration 3F: 3 clusters Score -85905.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -85998.351562 Penalty: 2276.291504
	Iteration 4F: 3 clusters Score -85998.35 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -86077.867188 Penalty: 2276.291504
	Iteration 5Q: 3 clusters Score -86077.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -86166.867188 Penalty: 2276.291504
	Iteration 6Q: 3 clusters Score -86166.87 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86256.632812 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -86256.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86290.335938 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -86290.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -86309.226562 Penalty: 2276.291504
	Iteration 9Q: 3 clusters Score -86309.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -86335.906250 Penalty: 2276.291504
	Iteration 10Q: 3 clusters Score -86335.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -86362.750000 Penalty: 2276.291504
	Iteration 11Q: 3 clusters Score -86362.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -86393.054688 Penalty: 2276.291504
	Iteration 12Q: 3 clusters Score -86393.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -86407.320312 Penalty: 2276.291504
	Iteration 13Q: 3 clusters Score -86407.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -86435.734375 Penalty: 2276.291504
	Iteration 14Q: 3 clusters Score -86435.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -86465.343750 Penalty: 2276.291504
	Iteration 15Q: 3 clusters Score -86465.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -86481.632812 Penalty: 2276.291504
	Iteration 16Q: 3 clusters Score -86481.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -86496.351562 Penalty: 2276.291504
	Iteration 17Q: 3 clusters Score -86496.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -86514.101562 Penalty: 2276.291504
	Iteration 18Q: 3 clusters Score -86514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -86520.726562 Penalty: 2276.291504
	Iteration 19Q: 3 clusters Score -86520.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -86523.929688 Penalty: 2276.291504
	Iteration 20F: 3 clusters Score -86523.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -86528.210938 Penalty: 2276.291504
	Iteration 21Q: 3 clusters Score -86528.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -86529.851562 Penalty: 2276.291504
	Iteration 22Q: 3 clusters Score -86529.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -86532.390625 Penalty: 2276.291504
	Iteration 23Q: 3 clusters Score -86532.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -86534.218750 Penalty: 2276.291504
	Iteration 24Q: 3 clusters Score -86534.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -86535.632812 Penalty: 2276.291504
	Iteration 25Q: 3 clusters Score -86535.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -86535.632812 Penalty: 2276.291504
	Iteration 26F: 3 clusters Score -86535.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205148 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20192 members 
Mstep: Class 7 contains 10977 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87007 members 
Mstep: Class 10 contains 11844 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8514 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16553 members 
Mstep: Class 21 contains 6934 members 
Mstep: Class 22 contains 77517 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854220.000000 Penalty: 49689.800781
Iteration 199Q: 24 clusters Score -5.385422e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205121 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20192 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 87008 members 
Mstep: Class 10 contains 11850 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8513 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16568 members 
Mstep: Class 21 contains 6937 members 
Mstep: Class 22 contains 77518 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854236.000000 Penalty: 49689.800781
Iteration 200F: 24 clusters Score -5.385424e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205096 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87009 members 
Mstep: Class 10 contains 11854 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16583 members 
Mstep: Class 21 contains 6939 members 
Mstep: Class 22 contains 77519 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854248.000000 Penalty: 49689.800781
Iteration 201Q: 24 clusters Score -5.385425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205074 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 10980 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87009 members 
Mstep: Class 10 contains 11862 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16588 members 
Mstep: Class 21 contains 6941 members 
Mstep: Class 22 contains 77519 members 
Mstep: Class 23 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854240.000000 Penalty: 49689.800781
Iteration 202Q: 24 clusters Score -5.385424e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205039 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87009 members 
Mstep: Class 10 contains 11874 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16599 members 
Mstep: Class 21 contains 6944 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854172.000000 Penalty: 49689.800781
Iteration 203Q: 24 clusters Score -5.385417e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66153 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 205005 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87009 members 
Mstep: Class 10 contains 11887 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16610 members 
Mstep: Class 21 contains 6947 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854196.000000 Penalty: 49689.800781
Iteration 204Q: 24 clusters Score -5.38542e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204978 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20192 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87012 members 
Mstep: Class 10 contains 11897 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16615 members 
Mstep: Class 21 contains 6950 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854204.000000 Penalty: 49689.800781
Iteration 205Q: 24 clusters Score -5.38542e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204955 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87012 members 
Mstep: Class 10 contains 11906 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16627 members 
Mstep: Class 21 contains 6952 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854196.000000 Penalty: 49689.800781
Iteration 206Q: 24 clusters Score -5.38542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204929 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20191 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87013 members 
Mstep: Class 10 contains 11919 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16635 members 
Mstep: Class 21 contains 6953 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854212.000000 Penalty: 49689.800781
Iteration 207Q: 24 clusters Score -5.385421e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204906 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20192 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87013 members 
Mstep: Class 10 contains 11931 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16640 members 
Mstep: Class 21 contains 6955 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854228.000000 Penalty: 49689.800781
Iteration 208Q: 24 clusters Score -5.385423e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204891 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20190 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87013 members 
Mstep: Class 10 contains 11938 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16643 members 
Mstep: Class 21 contains 6958 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854196.000000 Penalty: 49689.800781
Iteration 209Q: 24 clusters Score -5.38542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204877 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20192 members 
Mstep: Class 7 contains 10978 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87013 members 
Mstep: Class 10 contains 11945 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16645 members 
Mstep: Class 21 contains 6959 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854168.000000 Penalty: 49689.800781
Iteration 210Q: 24 clusters Score -5.385417e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 9064 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204860 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20192 members 
Mstep: Class 7 contains 10978 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87013 members 
Mstep: Class 10 contains 11950 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16650 members 
Mstep: Class 21 contains 6960 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854164.000000 Penalty: 49689.800781
Iteration 211Q: 24 clusters Score -5.385416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 9064 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204844 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 10978 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87013 members 
Mstep: Class 10 contains 11953 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16657 members 
Mstep: Class 21 contains 6960 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854196.000000 Penalty: 49689.800781
Iteration 212Q: 24 clusters Score -5.38542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 9064 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204832 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 10977 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87014 members 
Mstep: Class 10 contains 11954 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16662 members 
Mstep: Class 21 contains 6960 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854188.000000 Penalty: 49689.800781
Iteration 213Q: 24 clusters Score -5.385419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204819 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 10976 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87014 members 
Mstep: Class 10 contains 11955 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16669 members 
Mstep: Class 21 contains 6960 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854180.000000 Penalty: 49689.800781
Iteration 214Q: 24 clusters Score -5.385418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204804 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 10975 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87014 members 
Mstep: Class 10 contains 11955 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16677 members 
Mstep: Class 21 contains 6960 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854172.000000 Penalty: 49689.800781
Iteration 215Q: 24 clusters Score -5.385417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204790 members 
Mstep: Class 5 contains 35476 members 
Mstep: Class 6 contains 20192 members 
Mstep: Class 7 contains 10975 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87014 members 
Mstep: Class 10 contains 11955 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16685 members 
Mstep: Class 21 contains 6961 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854188.000000 Penalty: 49689.800781
Iteration 216Q: 24 clusters Score -5.385419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204781 members 
Mstep: Class 5 contains 35477 members 
Mstep: Class 6 contains 20192 members 
Mstep: Class 7 contains 10975 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87014 members 
Mstep: Class 10 contains 11955 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16691 members 
Mstep: Class 21 contains 6962 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854220.000000 Penalty: 49689.800781
Iteration 217Q: 24 clusters Score -5.385422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 204772 members 
Mstep: Class 5 contains 35478 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 10976 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87014 members 
Mstep: Class 10 contains 11955 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2235 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16690 members 
Mstep: Class 21 contains 6963 members 
Mstep: Class 22 contains 77519 members 
Mstep: Class 23 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854240.000000 Penalty: 49689.800781
Iteration 218Q: 24 clusters Score -5.385424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204756 members 
Mstep: Class 5 contains 35478 members 
Mstep: Class 6 contains 20194 members 
Mstep: Class 7 contains 10977 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87014 members 
Mstep: Class 10 contains 11956 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2235 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16695 members 
Mstep: Class 21 contains 6965 members 
Mstep: Class 22 contains 77519 members 
Mstep: Class 23 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854248.000000 Penalty: 49689.800781
Iteration 219Q: 24 clusters Score -5.385425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204741 members 
Mstep: Class 5 contains 35479 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 10978 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87015 members 
Mstep: Class 10 contains 11956 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16699 members 
Mstep: Class 21 contains 6968 members 
Mstep: Class 22 contains 77519 members 
Mstep: Class 23 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854232.000000 Penalty: 49689.800781
Iteration 220F: 24 clusters Score -5.385423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204728 members 
Mstep: Class 5 contains 35479 members 
Mstep: Class 6 contains 20192 members 
Mstep: Class 7 contains 10978 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87015 members 
Mstep: Class 10 contains 11956 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16705 members 
Mstep: Class 21 contains 6971 members 
Mstep: Class 22 contains 77519 members 
Mstep: Class 23 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854244.000000 Penalty: 49689.800781
Iteration 221Q: 24 clusters Score -5.385424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204711 members 
Mstep: Class 5 contains 35479 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 10978 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87015 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16709 members 
Mstep: Class 21 contains 6974 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854252.000000 Penalty: 49689.800781
Iteration 222Q: 24 clusters Score -5.385425e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204687 members 
Mstep: Class 5 contains 35479 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87015 members 
Mstep: Class 10 contains 11959 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16715 members 
Mstep: Class 21 contains 6976 members 
Mstep: Class 22 contains 77520 members 
Mstep: Class 23 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854236.000000 Penalty: 49689.800781
Iteration 223Q: 24 clusters Score -5.385424e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204666 members 
Mstep: Class 5 contains 35479 members 
Mstep: Class 6 contains 20194 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87016 members 
Mstep: Class 10 contains 11963 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16725 members 
Mstep: Class 21 contains 6976 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854264.000000 Penalty: 49689.800781
Iteration 224Q: 24 clusters Score -5.385426e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204652 members 
Mstep: Class 5 contains 35479 members 
Mstep: Class 6 contains 20197 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87018 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8509 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16736 members 
Mstep: Class 21 contains 6976 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854276.000000 Penalty: 49689.800781
Iteration 225Q: 24 clusters Score -5.385428e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204641 members 
Mstep: Class 5 contains 35479 members 
Mstep: Class 6 contains 20197 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87022 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8506 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16743 members 
Mstep: Class 21 contains 6977 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854256.000000 Penalty: 49689.800781
Iteration 226Q: 24 clusters Score -5.385426e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204630 members 
Mstep: Class 5 contains 35480 members 
Mstep: Class 6 contains 20198 members 
Mstep: Class 7 contains 10982 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87023 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8505 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16748 members 
Mstep: Class 21 contains 6978 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854272.000000 Penalty: 49689.800781
Iteration 227Q: 24 clusters Score -5.385427e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204617 members 
Mstep: Class 5 contains 35481 members 
Mstep: Class 6 contains 20198 members 
Mstep: Class 7 contains 10983 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87024 members 
Mstep: Class 10 contains 11965 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8503 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16754 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854268.000000 Penalty: 49689.800781
Iteration 228Q: 24 clusters Score -5.385427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204608 members 
Mstep: Class 5 contains 35481 members 
Mstep: Class 6 contains 20196 members 
Mstep: Class 7 contains 10983 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87024 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8504 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854292.000000 Penalty: 49689.800781
Iteration 229Q: 24 clusters Score -5.385429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 9061 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204596 members 
Mstep: Class 5 contains 35481 members 
Mstep: Class 6 contains 20197 members 
Mstep: Class 7 contains 10982 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87024 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8504 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 16771 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854256.000000 Penalty: 49689.800781
Iteration 230Q: 24 clusters Score -5.385426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 9061 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204586 members 
Mstep: Class 5 contains 35481 members 
Mstep: Class 6 contains 20199 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87024 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8504 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 16775 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854236.000000 Penalty: 49689.800781
Iteration 231Q: 24 clusters Score -5.385424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66268 members 
Mstep: Class 2 contains 9061 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204579 members 
Mstep: Class 5 contains 35481 members 
Mstep: Class 6 contains 20199 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87024 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8504 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 16780 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854248.000000 Penalty: 49689.800781
Iteration 232Q: 24 clusters Score -5.385425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 9061 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204574 members 
Mstep: Class 5 contains 35481 members 
Mstep: Class 6 contains 20200 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87024 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8504 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 16781 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854244.000000 Penalty: 49689.800781
Iteration 233Q: 24 clusters Score -5.385424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204570 members 
Mstep: Class 5 contains 35481 members 
Mstep: Class 6 contains 20201 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87024 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8504 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 16785 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854240.000000 Penalty: 49689.800781
Iteration 234Q: 24 clusters Score -5.385424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204568 members 
Mstep: Class 5 contains 35481 members 
Mstep: Class 6 contains 20201 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87024 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8504 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 16787 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854244.000000 Penalty: 49689.800781
Iteration 235Q: 24 clusters Score -5.385424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 204568 members 
Mstep: Class 5 contains 35481 members 
Mstep: Class 6 contains 20201 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87024 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8504 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 16787 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854244.000000 Penalty: 49689.800781
Iteration 236F: 24 clusters Score -5.385424e+07 nChanged 0
Entering ConstructFrom: 
Score: -53854244.000000 Penalty: 49689.800781
Entering ConstructFrom: 
Trying to split cluster 1 (66270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Entering Unmasked Estep 
Score: -6026992.000000 Penalty: 1803.992554
	Iteration 0F: 2 clusters Score -6026992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -5982766.000000 Penalty: 3607.985107
	Iteration 0F: 3 clusters Score -5982766 nChanged 31326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -6000903.500000 Penalty: 3607.985107
	Iteration 1F: 3 clusters Score -6000904 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 4835 members 
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Mstep: Class 1 contains 61702 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62272 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62972 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6026150 nChanged 36
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Mstep: Class 1 contains 63099 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63141 members 
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Mstep: Class 1 contains 63179 members 
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Mstep: Class 1 contains 63212 members 
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Mstep: Class 1 contains 63255 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63291 members 
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Mstep: Class 1 contains 63311 members 
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Mstep: Class 1 contains 63336 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63350 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6026198 nChanged 19
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Mstep: Class 1 contains 63369 members 
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	Iteration 51Q: 3 clusters Score -6026201 nChanged 21
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	Iteration 52Q: 3 clusters Score -6026201 nChanged 19
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63427 members 
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Mstep: Class 1 contains 63457 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6026226 nChanged 41
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Mstep: Class 1 contains 63567 members 
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Mstep: Class 1 contains 63596 members 
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	Iteration 59Q: 3 clusters Score -6026224 nChanged 29
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Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6026218 nChanged 29
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Mstep: Class 1 contains 63652 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6026236 nChanged 26
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Mstep: Class 1 contains 63674 members 
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	Iteration 62Q: 3 clusters Score -6026238 nChanged 20
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Mstep: Class 1 contains 63692 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6026250 nChanged 13
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	Iteration 65Q: 3 clusters Score -6026256 nChanged 6
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	Iteration 66Q: 3 clusters Score -6026256 nChanged 5
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	Iteration 67Q: 3 clusters Score -6026252 nChanged 4
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	Iteration 68Q: 3 clusters Score -6026258 nChanged 5
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	Iteration 69Q: 3 clusters Score -6026267 nChanged 6
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	Iteration 70Q: 3 clusters Score -6026265 nChanged 7
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	Iteration 71Q: 3 clusters Score -6026267 nChanged 14
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	Iteration 72Q: 3 clusters Score -6026264 nChanged 18
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Mstep: Class 1 contains 63779 members 
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	Iteration 73Q: 3 clusters Score -6026272 nChanged 16
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	Iteration 74Q: 3 clusters Score -6026268 nChanged 21
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	Iteration 75Q: 3 clusters Score -6026268 nChanged 30
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	Iteration 76Q: 3 clusters Score -6026280 nChanged 22
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	Iteration 77Q: 3 clusters Score -6026280 nChanged 25
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	Iteration 78Q: 3 clusters Score -6026287 nChanged 36
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	Iteration 79Q: 3 clusters Score -6026294 nChanged 37
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	Iteration 80F: 3 clusters Score -6026304 nChanged 30
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	Iteration 81Q: 3 clusters Score -6026300 nChanged 29
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	Iteration 82Q: 3 clusters Score -6026316 nChanged 38
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	Iteration 83Q: 3 clusters Score -6026326 nChanged 53
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	Iteration 84Q: 3 clusters Score -6026335 nChanged 45
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	Iteration 85Q: 3 clusters Score -6026346 nChanged 46
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	Iteration 86Q: 3 clusters Score -6026356 nChanged 37
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	Iteration 87Q: 3 clusters Score -6026356 nChanged 39
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	Iteration 88Q: 3 clusters Score -6026364 nChanged 27
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	Iteration 90Q: 3 clusters Score -6026382 nChanged 33
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	Iteration 92Q: 3 clusters Score -6026414 nChanged 35
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	Iteration 93Q: 3 clusters Score -6026414 nChanged 41
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	Iteration 94Q: 3 clusters Score -6026418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6026433.500000 Penalty: 3607.985107
	Iteration 95Q: 3 clusters Score -6026434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6026446.000000 Penalty: 3607.985107
	Iteration 96Q: 3 clusters Score -6026446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6026459.000000 Penalty: 3607.985107
	Iteration 97Q: 3 clusters Score -6026459 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6026488.000000 Penalty: 3607.985107
	Iteration 98Q: 3 clusters Score -6026488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6026519.000000 Penalty: 3607.985107
	Iteration 99Q: 3 clusters Score -6026519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6026557.000000 Penalty: 3607.985107
	Iteration 100F: 3 clusters Score -6026557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6026582.500000 Penalty: 3607.985107
	Iteration 101Q: 3 clusters Score -6026582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64440 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6026598.500000 Penalty: 3607.985107
	Iteration 102Q: 3 clusters Score -6026598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6026628.500000 Penalty: 3607.985107
	Iteration 103Q: 3 clusters Score -6026628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6026652.500000 Penalty: 3607.985107
	Iteration 104Q: 3 clusters Score -6026652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6026674.000000 Penalty: 3607.985107
	Iteration 105Q: 3 clusters Score -6026674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6026678.500000 Penalty: 3607.985107
	Iteration 106Q: 3 clusters Score -6026678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6026672.500000 Penalty: 3607.985107
	Iteration 107Q: 3 clusters Score -6026672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6026669.000000 Penalty: 3607.985107
	Iteration 108Q: 3 clusters Score -6026669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6026702.000000 Penalty: 3607.985107
	Iteration 109Q: 3 clusters Score -6026702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6026696.000000 Penalty: 3607.985107
	Iteration 110Q: 3 clusters Score -6026696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6026704.500000 Penalty: 3607.985107
	Iteration 111Q: 3 clusters Score -6026704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6026703.000000 Penalty: 3607.985107
	Iteration 112Q: 3 clusters Score -6026703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6026712.500000 Penalty: 3607.985107
	Iteration 113Q: 3 clusters Score -6026712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6026705.000000 Penalty: 3607.985107
	Iteration 114Q: 3 clusters Score -6026705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6026714.500000 Penalty: 3607.985107
	Iteration 115Q: 3 clusters Score -6026714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6026714.500000 Penalty: 3607.985107
	Iteration 116Q: 3 clusters Score -6026714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6026711.000000 Penalty: 3607.985107
	Iteration 117Q: 3 clusters Score -6026711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6026716.500000 Penalty: 3607.985107
	Iteration 118Q: 3 clusters Score -6026716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6026718.000000 Penalty: 3607.985107
	Iteration 119Q: 3 clusters Score -6026718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6026721.500000 Penalty: 3607.985107
	Iteration 120F: 3 clusters Score -6026722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Entering Unmasked Estep 
Score: -845456.250000 Penalty: 1480.639038
	Iteration 0F: 2 clusters Score -845456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -838833.062500 Penalty: 2961.278076
	Iteration 0F: 3 clusters Score -838833.1 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -840955.500000 Penalty: 2961.278076
	Iteration 1F: 3 clusters Score -840955.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -841188.062500 Penalty: 2961.278076
	Iteration 2F: 3 clusters Score -841188.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -841382.562500 Penalty: 2961.278076
	Iteration 3F: 3 clusters Score -841382.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -841563.125000 Penalty: 2961.278076
	Iteration 4Q: 3 clusters Score -841563.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -841723.625000 Penalty: 2961.278076
	Iteration 5Q: 3 clusters Score -841723.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -841875.062500 Penalty: 2961.278076
	Iteration 6Q: 3 clusters Score -841875.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -842033.687500 Penalty: 2961.278076
	Iteration 7Q: 3 clusters Score -842033.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -842232.500000 Penalty: 2961.278076
	Iteration 8Q: 3 clusters Score -842232.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -842472.750000 Penalty: 2961.278076
	Iteration 9Q: 3 clusters Score -842472.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -842758.687500 Penalty: 2961.278076
	Iteration 10Q: 3 clusters Score -842758.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -843077.687500 Penalty: 2961.278076
	Iteration 11Q: 3 clusters Score -843077.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -843357.875000 Penalty: 2961.278076
	Iteration 12Q: 3 clusters Score -843357.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -843600.812500 Penalty: 2961.278076
	Iteration 13Q: 3 clusters Score -843600.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -843768.687500 Penalty: 2961.278076
	Iteration 14Q: 3 clusters Score -843768.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -843905.125000 Penalty: 2961.278076
	Iteration 15Q: 3 clusters Score -843905.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -843983.812500 Penalty: 2961.278076
	Iteration 16Q: 3 clusters Score -843983.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -844029.937500 Penalty: 2961.278076
	Iteration 17Q: 3 clusters Score -844029.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -844063.250000 Penalty: 2961.278076
	Iteration 18Q: 3 clusters Score -844063.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -844084.625000 Penalty: 2961.278076
	Iteration 19Q: 3 clusters Score -844084.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -844101.812500 Penalty: 2961.278076
	Iteration 20F: 3 clusters Score -844101.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -844110.000000 Penalty: 2961.278076
	Iteration 21Q: 3 clusters Score -844110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -844123.687500 Penalty: 2961.278076
	Iteration 22Q: 3 clusters Score -844123.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -844144.125000 Penalty: 2961.278076
	Iteration 23Q: 3 clusters Score -844144.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -844158.812500 Penalty: 2961.278076
	Iteration 24Q: 3 clusters Score -844158.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -844167.125000 Penalty: 2961.278076
	Iteration 25Q: 3 clusters Score -844167.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -844177.062500 Penalty: 2961.278076
	Iteration 26Q: 3 clusters Score -844177.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -844182.250000 Penalty: 2961.278076
	Iteration 27Q: 3 clusters Score -844182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -844186.875000 Penalty: 2961.278076
	Iteration 28Q: 3 clusters Score -844186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -844190.812500 Penalty: 2961.278076
	Iteration 29Q: 3 clusters Score -844190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -844193.937500 Penalty: 2961.278076
	Iteration 30Q: 3 clusters Score -844193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -844196.000000 Penalty: 2961.278076
	Iteration 31Q: 3 clusters Score -844196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -844197.062500 Penalty: 2961.278076
	Iteration 32Q: 3 clusters Score -844197.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -844198.062500 Penalty: 2961.278076
	Iteration 33Q: 3 clusters Score -844198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -844201.312500 Penalty: 2961.278076
	Iteration 34Q: 3 clusters Score -844201.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -844203.687500 Penalty: 2961.278076
	Iteration 35Q: 3 clusters Score -844203.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -844207.062500 Penalty: 2961.278076
	Iteration 36Q: 3 clusters Score -844207.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -844208.375000 Penalty: 2961.278076
	Iteration 37Q: 3 clusters Score -844208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -844209.125000 Penalty: 2961.278076
	Iteration 38Q: 3 clusters Score -844209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -844210.437500 Penalty: 2961.278076
	Iteration 39Q: 3 clusters Score -844210.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -844210.437500 Penalty: 2961.278076
	Iteration 40F: 3 clusters Score -844210.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Entering Unmasked Estep 
Score: -860466.000000 Penalty: 1475.037231
	Iteration 0F: 2 clusters Score -860466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -854192.875000 Penalty: 2950.074463
	Iteration 0F: 3 clusters Score -854192.9 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -856159.625000 Penalty: 2950.074463
	Iteration 1F: 3 clusters Score -856159.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -856392.437500 Penalty: 2950.074463
	Iteration 2F: 3 clusters Score -856392.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -856678.875000 Penalty: 2950.074463
	Iteration 3F: 3 clusters Score -856678.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -857013.375000 Penalty: 2950.074463
	Iteration 4F: 3 clusters Score -857013.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -857544.625000 Penalty: 2950.074463
	Iteration 5F: 3 clusters Score -857544.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -858374.312500 Penalty: 2950.074463
	Iteration 6F: 3 clusters Score -858374.3 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -859252.500000 Penalty: 2950.074463
	Iteration 7F: 3 clusters Score -859252.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -859853.437500 Penalty: 2950.074463
	Iteration 8F: 3 clusters Score -859853.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -860275.937500 Penalty: 2950.074463
	Iteration 9Q: 3 clusters Score -860275.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -860667.687500 Penalty: 2950.074463
	Iteration 10Q: 3 clusters Score -860667.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -860953.375000 Penalty: 2950.074463
	Iteration 11Q: 3 clusters Score -860953.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -861055.937500 Penalty: 2950.074463
	Iteration 12Q: 3 clusters Score -861055.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -861094.625000 Penalty: 2950.074463
	Iteration 13Q: 3 clusters Score -861094.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -861108.750000 Penalty: 2950.074463
	Iteration 14Q: 3 clusters Score -861108.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -861113.812500 Penalty: 2950.074463
	Iteration 15Q: 3 clusters Score -861113.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -861115.000000 Penalty: 2950.074463
	Iteration 16Q: 3 clusters Score -861115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -861117.687500 Penalty: 2950.074463
	Iteration 17Q: 3 clusters Score -861117.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -861119.187500 Penalty: 2950.074463
	Iteration 18Q: 3 clusters Score -861119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -861118.500000 Penalty: 2950.074463
	Iteration 19Q: 3 clusters Score -861118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -861118.875000 Penalty: 2950.074463
	Iteration 20F: 3 clusters Score -861118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -861118.562500 Penalty: 2950.074463
	Iteration 21Q: 3 clusters Score -861118.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -861118.562500 Penalty: 2950.074463
	Iteration 22F: 3 clusters Score -861118.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 204568 members 
Mstep: Class 5 contains 35481 members 
Mstep: Class 6 contains 20201 members 
Mstep: Class 7 contains 10981 members 
Mstep: Class 8 contains 1630 members 
Mstep: Class 9 contains 87024 members 
Mstep: Class 10 contains 11964 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 8504 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 16787 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 6696 members 
Entering Unmasked Estep 
Score: -53854120.000000 Penalty: 51850.226562
Splitting cluster 3 changes total score from -53854244.000000 to -53854120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (204568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204568 members 
Entering Unmasked Estep 
Score: -18729276.000000 Penalty: 1987.156616
	Iteration 0F: 2 clusters Score -1.872928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102256 members 
Mstep: Class 2 contains 102312 members 
Entering Unmasked Estep 
Score: -18593068.000000 Penalty: 3974.313232
	Iteration 0F: 3 clusters Score -1.859307e+07 nChanged 99113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102047 members 
Mstep: Class 2 contains 102521 members 
Entering Unmasked Estep 
Score: -18652172.000000 Penalty: 3974.313232
	Iteration 1F: 3 clusters Score -1.865217e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102660 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -18653314.000000 Penalty: 3974.313232
	Iteration 2Q: 3 clusters Score -1.865331e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103731 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -18654930.000000 Penalty: 3974.313232
	Iteration 3Q: 3 clusters Score -1.865493e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105574 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -18657314.000000 Penalty: 3974.313232
	Iteration 4Q: 3 clusters Score -1.865731e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 96049 members 
Entering Unmasked Estep 
Score: -18661192.000000 Penalty: 3974.313232
	Iteration 5Q: 3 clusters Score -1.866119e+07 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112727 members 
Mstep: Class 2 contains 91841 members 
Entering Unmasked Estep 
Score: -18666430.000000 Penalty: 3974.313232
	Iteration 6F: 3 clusters Score -1.866643e+07 nChanged 11993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118060 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -18671888.000000 Penalty: 3974.313232
	Iteration 7F: 3 clusters Score -1.867189e+07 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124467 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -18677074.000000 Penalty: 3974.313232
	Iteration 8F: 3 clusters Score -1.867707e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131531 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
Score: -18681800.000000 Penalty: 3974.313232
	Iteration 9F: 3 clusters Score -1.86818e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138970 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -18686270.000000 Penalty: 3974.313232
	Iteration 10Q: 3 clusters Score -1.868627e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147212 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -18690752.000000 Penalty: 3974.313232
	Iteration 11Q: 3 clusters Score -1.869075e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -18695922.000000 Penalty: 3974.313232
	Iteration 12Q: 3 clusters Score -1.869592e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165821 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -18701730.000000 Penalty: 3974.313232
	Iteration 13Q: 3 clusters Score -1.870173e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175438 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -18708148.000000 Penalty: 3974.313232
	Iteration 14Q: 3 clusters Score -1.870815e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183986 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -18714222.000000 Penalty: 3974.313232
	Iteration 15Q: 3 clusters Score -1.871422e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190673 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -18719346.000000 Penalty: 3974.313232
	Iteration 16Q: 3 clusters Score -1.871935e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195319 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -18722668.000000 Penalty: 3974.313232
	Iteration 17Q: 3 clusters Score -1.872267e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198202 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -18725018.000000 Penalty: 3974.313232
	Iteration 18Q: 3 clusters Score -1.872502e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199852 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -18726558.000000 Penalty: 3974.313232
	Iteration 19Q: 3 clusters Score -1.872656e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200620 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -18727596.000000 Penalty: 3974.313232
	Iteration 20F: 3 clusters Score -1.87276e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200983 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -18728094.000000 Penalty: 3974.313232
	Iteration 21Q: 3 clusters Score -1.872809e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201224 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -18728254.000000 Penalty: 3974.313232
	Iteration 22Q: 3 clusters Score -1.872825e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201414 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -18728390.000000 Penalty: 3974.313232
	Iteration 23Q: 3 clusters Score -1.872839e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201566 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -18728464.000000 Penalty: 3974.313232
	Iteration 24Q: 3 clusters Score -1.872846e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201696 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -18728512.000000 Penalty: 3974.313232
	Iteration 25Q: 3 clusters Score -1.872851e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201827 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -18728502.000000 Penalty: 3974.313232
	Iteration 26Q: 3 clusters Score -1.87285e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201935 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -18728520.000000 Penalty: 3974.313232
	Iteration 27Q: 3 clusters Score -1.872852e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202020 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -18728532.000000 Penalty: 3974.313232
	Iteration 28Q: 3 clusters Score -1.872853e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202092 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -18728548.000000 Penalty: 3974.313232
	Iteration 29Q: 3 clusters Score -1.872855e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202159 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -18728566.000000 Penalty: 3974.313232
	Iteration 30Q: 3 clusters Score -1.872857e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202210 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -18728588.000000 Penalty: 3974.313232
	Iteration 31Q: 3 clusters Score -1.872859e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202255 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -18728570.000000 Penalty: 3974.313232
	Iteration 32Q: 3 clusters Score -1.872857e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202286 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -18728558.000000 Penalty: 3974.313232
	Iteration 33Q: 3 clusters Score -1.872856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202311 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -18728546.000000 Penalty: 3974.313232
	Iteration 34Q: 3 clusters Score -1.872855e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202334 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -18728550.000000 Penalty: 3974.313232
	Iteration 35Q: 3 clusters Score -1.872855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202343 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -18728544.000000 Penalty: 3974.313232
	Iteration 36Q: 3 clusters Score -1.872854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202355 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -18728550.000000 Penalty: 3974.313232
	Iteration 37Q: 3 clusters Score -1.872855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202367 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -18728558.000000 Penalty: 3974.313232
	Iteration 38Q: 3 clusters Score -1.872856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202374 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -18728542.000000 Penalty: 3974.313232
	Iteration 39Q: 3 clusters Score -1.872854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202382 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -18728540.000000 Penalty: 3974.313232
	Iteration 40F: 3 clusters Score -1.872854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202386 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -18728566.000000 Penalty: 3974.313232
	Iteration 41Q: 3 clusters Score -1.872857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202389 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -18728560.000000 Penalty: 3974.313232
	Iteration 42Q: 3 clusters Score -1.872856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202389 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -18728560.000000 Penalty: 3974.313232
	Iteration 43F: 3 clusters Score -1.872856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Entering Unmasked Estep 
Score: -3506846.000000 Penalty: 1702.472290
	Iteration 0F: 2 clusters Score -3506846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3483052.750000 Penalty: 3404.944580
	Iteration 0F: 3 clusters Score -3483053 nChanged 16488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3492131.500000 Penalty: 3404.944580
	Iteration 1F: 3 clusters Score -3492132 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3492491.250000 Penalty: 3404.944580
	Iteration 2Q: 3 clusters Score -3492491 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3492866.750000 Penalty: 3404.944580
	Iteration 3Q: 3 clusters Score -3492867 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3493322.750000 Penalty: 3404.944580
	Iteration 4Q: 3 clusters Score -3493323 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3493980.000000 Penalty: 3404.944580
	Iteration 5Q: 3 clusters Score -3493980 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3494918.500000 Penalty: 3404.944580
	Iteration 6F: 3 clusters Score -3494918 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3496249.750000 Penalty: 3404.944580
	Iteration 7F: 3 clusters Score -3496250 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3498033.750000 Penalty: 3404.944580
	Iteration 8F: 3 clusters Score -3498034 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3500225.250000 Penalty: 3404.944580
	Iteration 9F: 3 clusters Score -3500225 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3502133.750000 Penalty: 3404.944580
	Iteration 10F: 3 clusters Score -3502134 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3503361.000000 Penalty: 3404.944580
	Iteration 11Q: 3 clusters Score -3503361 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3503923.750000 Penalty: 3404.944580
	Iteration 12Q: 3 clusters Score -3503924 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3504216.500000 Penalty: 3404.944580
	Iteration 13Q: 3 clusters Score -3504216 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3504443.250000 Penalty: 3404.944580
	Iteration 14Q: 3 clusters Score -3504443 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3504615.250000 Penalty: 3404.944580
	Iteration 15Q: 3 clusters Score -3504615 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3504724.000000 Penalty: 3404.944580
	Iteration 16Q: 3 clusters Score -3504724 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3504825.500000 Penalty: 3404.944580
	Iteration 17Q: 3 clusters Score -3504826 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3504892.500000 Penalty: 3404.944580
	Iteration 18Q: 3 clusters Score -3504892 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3504978.000000 Penalty: 3404.944580
	Iteration 19Q: 3 clusters Score -3504978 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3505045.500000 Penalty: 3404.944580
	Iteration 20F: 3 clusters Score -3505046 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3505107.250000 Penalty: 3404.944580
	Iteration 21Q: 3 clusters Score -3505107 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3505166.500000 Penalty: 3404.944580
	Iteration 22Q: 3 clusters Score -3505166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3505215.500000 Penalty: 3404.944580
	Iteration 23Q: 3 clusters Score -3505216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3505246.250000 Penalty: 3404.944580
	Iteration 24Q: 3 clusters Score -3505246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3505277.500000 Penalty: 3404.944580
	Iteration 25Q: 3 clusters Score -3505278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3505295.250000 Penalty: 3404.944580
	Iteration 26Q: 3 clusters Score -3505295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3505314.750000 Penalty: 3404.944580
	Iteration 27Q: 3 clusters Score -3505315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3505319.750000 Penalty: 3404.944580
	Iteration 28Q: 3 clusters Score -3505320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3505345.500000 Penalty: 3404.944580
	Iteration 29Q: 3 clusters Score -3505346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3505352.000000 Penalty: 3404.944580
	Iteration 30Q: 3 clusters Score -3505352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3505366.750000 Penalty: 3404.944580
	Iteration 31Q: 3 clusters Score -3505367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3505379.750000 Penalty: 3404.944580
	Iteration 32Q: 3 clusters Score -3505380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3505376.000000 Penalty: 3404.944580
	Iteration 33Q: 3 clusters Score -3505376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3505384.750000 Penalty: 3404.944580
	Iteration 34Q: 3 clusters Score -3505385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3505388.750000 Penalty: 3404.944580
	Iteration 35Q: 3 clusters Score -3505389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3505390.000000 Penalty: 3404.944580
	Iteration 36Q: 3 clusters Score -3505390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3505399.250000 Penalty: 3404.944580
	Iteration 37Q: 3 clusters Score -3505399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3505400.500000 Penalty: 3404.944580
	Iteration 38Q: 3 clusters Score -3505400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3505397.250000 Penalty: 3404.944580
	Iteration 39Q: 3 clusters Score -3505397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3505405.500000 Penalty: 3404.944580
	Iteration 40F: 3 clusters Score -3505406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3505403.000000 Penalty: 3404.944580
	Iteration 41Q: 3 clusters Score -3505403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3505402.250000 Penalty: 3404.944580
	Iteration 42Q: 3 clusters Score -3505402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3505407.000000 Penalty: 3404.944580
	Iteration 43Q: 3 clusters Score -3505407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3505409.750000 Penalty: 3404.944580
	Iteration 44Q: 3 clusters Score -3505410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3505412.250000 Penalty: 3404.944580
	Iteration 45Q: 3 clusters Score -3505412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3505418.500000 Penalty: 3404.944580
	Iteration 46Q: 3 clusters Score -3505418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3505416.000000 Penalty: 3404.944580
	Iteration 47Q: 3 clusters Score -3505416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3505411.500000 Penalty: 3404.944580
	Iteration 48Q: 3 clusters Score -3505412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3505420.250000 Penalty: 3404.944580
	Iteration 49Q: 3 clusters Score -3505420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3505421.250000 Penalty: 3404.944580
	Iteration 50Q: 3 clusters Score -3505421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3505420.750000 Penalty: 3404.944580
	Iteration 51Q: 3 clusters Score -3505421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3505426.000000 Penalty: 3404.944580
	Iteration 52Q: 3 clusters Score -3505426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3505426.500000 Penalty: 3404.944580
	Iteration 53Q: 3 clusters Score -3505426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3505424.750000 Penalty: 3404.944580
	Iteration 54Q: 3 clusters Score -3505425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3505426.000000 Penalty: 3404.944580
	Iteration 55Q: 3 clusters Score -3505426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3505428.500000 Penalty: 3404.944580
	Iteration 56Q: 3 clusters Score -3505428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3505426.250000 Penalty: 3404.944580
	Iteration 57Q: 3 clusters Score -3505426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3505431.750000 Penalty: 3404.944580
	Iteration 58Q: 3 clusters Score -3505432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3505427.250000 Penalty: 3404.944580
	Iteration 59Q: 3 clusters Score -3505427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3505432.750000 Penalty: 3404.944580
	Iteration 60F: 3 clusters Score -3505433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3505431.750000 Penalty: 3404.944580
	Iteration 61Q: 3 clusters Score -3505432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3505434.750000 Penalty: 3404.944580
	Iteration 62Q: 3 clusters Score -3505435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3505438.750000 Penalty: 3404.944580
	Iteration 63Q: 3 clusters Score -3505439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3505441.500000 Penalty: 3404.944580
	Iteration 64Q: 3 clusters Score -3505442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3505441.750000 Penalty: 3404.944580
	Iteration 65Q: 3 clusters Score -3505442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3505445.750000 Penalty: 3404.944580
	Iteration 66Q: 3 clusters Score -3505446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3505443.750000 Penalty: 3404.944580
	Iteration 67Q: 3 clusters Score -3505444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3505450.750000 Penalty: 3404.944580
	Iteration 68Q: 3 clusters Score -3505451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3505452.500000 Penalty: 3404.944580
	Iteration 69Q: 3 clusters Score -3505452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3505449.000000 Penalty: 3404.944580
	Iteration 70Q: 3 clusters Score -3505449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3505454.000000 Penalty: 3404.944580
	Iteration 71Q: 3 clusters Score -3505454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3505456.000000 Penalty: 3404.944580
	Iteration 72Q: 3 clusters Score -3505456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3505456.500000 Penalty: 3404.944580
	Iteration 73Q: 3 clusters Score -3505456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3505456.500000 Penalty: 3404.944580
	Iteration 74F: 3 clusters Score -3505456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Entering Unmasked Estep 
Score: -1840602.375000 Penalty: 1610.941650
	Iteration 0F: 2 clusters Score -1840602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1826814.375000 Penalty: 3221.883301
	Iteration 0F: 3 clusters Score -1826814 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1831776.250000 Penalty: 3221.883301
	Iteration 1F: 3 clusters Score -1831776 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1832085.250000 Penalty: 3221.883301
	Iteration 2Q: 3 clusters Score -1832085 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1832414.750000 Penalty: 3221.883301
	Iteration 3Q: 3 clusters Score -1832415 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1832748.750000 Penalty: 3221.883301
	Iteration 4Q: 3 clusters Score -1832749 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1833151.625000 Penalty: 3221.883301
	Iteration 5Q: 3 clusters Score -1833152 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1833684.875000 Penalty: 3221.883301
	Iteration 6Q: 3 clusters Score -1833685 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1834423.125000 Penalty: 3221.883301
	Iteration 7F: 3 clusters Score -1834423 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1835382.250000 Penalty: 3221.883301
	Iteration 8F: 3 clusters Score -1835382 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1836433.250000 Penalty: 3221.883301
	Iteration 9F: 3 clusters Score -1836433 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1837386.625000 Penalty: 3221.883301
	Iteration 10Q: 3 clusters Score -1837387 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -1838085.875000 Penalty: 3221.883301
	Iteration 11Q: 3 clusters Score -1838086 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -1838462.500000 Penalty: 3221.883301
	Iteration 12Q: 3 clusters Score -1838462 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1838663.125000 Penalty: 3221.883301
	Iteration 13Q: 3 clusters Score -1838663 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1838773.750000 Penalty: 3221.883301
	Iteration 14Q: 3 clusters Score -1838774 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1838863.625000 Penalty: 3221.883301
	Iteration 15Q: 3 clusters Score -1838864 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1838924.000000 Penalty: 3221.883301
	Iteration 16Q: 3 clusters Score -1838924 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1838990.875000 Penalty: 3221.883301
	Iteration 17Q: 3 clusters Score -1838991 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1839061.625000 Penalty: 3221.883301
	Iteration 18Q: 3 clusters Score -1839062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1839108.375000 Penalty: 3221.883301
	Iteration 19Q: 3 clusters Score -1839108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -1839143.000000 Penalty: 3221.883301
	Iteration 20F: 3 clusters Score -1839143 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -1839162.000000 Penalty: 3221.883301
	Iteration 21Q: 3 clusters Score -1839162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -1839178.000000 Penalty: 3221.883301
	Iteration 22Q: 3 clusters Score -1839178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -1839185.500000 Penalty: 3221.883301
	Iteration 23Q: 3 clusters Score -1839186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -1839194.750000 Penalty: 3221.883301
	Iteration 24Q: 3 clusters Score -1839195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -1839204.875000 Penalty: 3221.883301
	Iteration 25Q: 3 clusters Score -1839205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1839209.750000 Penalty: 3221.883301
	Iteration 26Q: 3 clusters Score -1839210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -1839219.875000 Penalty: 3221.883301
	Iteration 27Q: 3 clusters Score -1839220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -1839226.125000 Penalty: 3221.883301
	Iteration 28Q: 3 clusters Score -1839226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -1839233.375000 Penalty: 3221.883301
	Iteration 29Q: 3 clusters Score -1839233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1839239.000000 Penalty: 3221.883301
	Iteration 30Q: 3 clusters Score -1839239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1839241.250000 Penalty: 3221.883301
	Iteration 31Q: 3 clusters Score -1839241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1839242.500000 Penalty: 3221.883301
	Iteration 32Q: 3 clusters Score -1839242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -1839249.125000 Penalty: 3221.883301
	Iteration 33Q: 3 clusters Score -1839249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -1839258.000000 Penalty: 3221.883301
	Iteration 34Q: 3 clusters Score -1839258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -1839263.500000 Penalty: 3221.883301
	Iteration 35Q: 3 clusters Score -1839264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -1839263.375000 Penalty: 3221.883301
	Iteration 36Q: 3 clusters Score -1839263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -1839262.500000 Penalty: 3221.883301
	Iteration 37Q: 3 clusters Score -1839262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1839263.250000 Penalty: 3221.883301
	Iteration 38Q: 3 clusters Score -1839263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1839266.625000 Penalty: 3221.883301
	Iteration 39Q: 3 clusters Score -1839267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -1839270.375000 Penalty: 3221.883301
	Iteration 40F: 3 clusters Score -1839270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -1839270.625000 Penalty: 3221.883301
	Iteration 41Q: 3 clusters Score -1839271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -1839272.625000 Penalty: 3221.883301
	Iteration 42Q: 3 clusters Score -1839273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -1839274.250000 Penalty: 3221.883301
	Iteration 43Q: 3 clusters Score -1839274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -1839275.625000 Penalty: 3221.883301
	Iteration 44Q: 3 clusters Score -1839276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -1839276.625000 Penalty: 3221.883301
	Iteration 45Q: 3 clusters Score -1839277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1839277.125000 Penalty: 3221.883301
	Iteration 46Q: 3 clusters Score -1839277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -1839277.375000 Penalty: 3221.883301
	Iteration 47Q: 3 clusters Score -1839277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1839280.500000 Penalty: 3221.883301
	Iteration 48Q: 3 clusters Score -1839280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -1839281.125000 Penalty: 3221.883301
	Iteration 49Q: 3 clusters Score -1839281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -1839283.750000 Penalty: 3221.883301
	Iteration 50Q: 3 clusters Score -1839284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -1839282.750000 Penalty: 3221.883301
	Iteration 51Q: 3 clusters Score -1839283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -1839281.375000 Penalty: 3221.883301
	Iteration 52Q: 3 clusters Score -1839281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1839281.500000 Penalty: 3221.883301
	Iteration 53Q: 3 clusters Score -1839282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -1839280.375000 Penalty: 3221.883301
	Iteration 54Q: 3 clusters Score -1839280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -1839281.000000 Penalty: 3221.883301
	Iteration 55Q: 3 clusters Score -1839281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -1839284.375000 Penalty: 3221.883301
	Iteration 56Q: 3 clusters Score -1839284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -1839285.000000 Penalty: 3221.883301
	Iteration 57Q: 3 clusters Score -1839285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -1839286.875000 Penalty: 3221.883301
	Iteration 58Q: 3 clusters Score -1839287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -1839286.125000 Penalty: 3221.883301
	Iteration 59Q: 3 clusters Score -1839286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -1839286.750000 Penalty: 3221.883301
	Iteration 60F: 3 clusters Score -1839287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -1839287.875000 Penalty: 3221.883301
	Iteration 61Q: 3 clusters Score -1839288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -1839290.250000 Penalty: 3221.883301
	Iteration 62Q: 3 clusters Score -1839290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -1839290.750000 Penalty: 3221.883301
	Iteration 63Q: 3 clusters Score -1839291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -1839291.875000 Penalty: 3221.883301
	Iteration 64Q: 3 clusters Score -1839292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -1839291.125000 Penalty: 3221.883301
	Iteration 65Q: 3 clusters Score -1839291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1839291.875000 Penalty: 3221.883301
	Iteration 66Q: 3 clusters Score -1839292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -1839294.875000 Penalty: 3221.883301
	Iteration 67Q: 3 clusters Score -1839295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -1839298.625000 Penalty: 3221.883301
	Iteration 68Q: 3 clusters Score -1839299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -1839302.125000 Penalty: 3221.883301
	Iteration 69Q: 3 clusters Score -1839302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1839306.500000 Penalty: 3221.883301
	Iteration 70Q: 3 clusters Score -1839306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1839307.875000 Penalty: 3221.883301
	Iteration 71Q: 3 clusters Score -1839308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -1839307.500000 Penalty: 3221.883301
	Iteration 72Q: 3 clusters Score -1839308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -1839310.125000 Penalty: 3221.883301
	Iteration 73Q: 3 clusters Score -1839310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -1839312.000000 Penalty: 3221.883301
	Iteration 74Q: 3 clusters Score -1839312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1839310.625000 Penalty: 3221.883301
	Iteration 75Q: 3 clusters Score -1839311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1839310.625000 Penalty: 3221.883301
	Iteration 76F: 3 clusters Score -1839311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Entering Unmasked Estep 
Score: -911458.250000 Penalty: 1511.887329
	Iteration 0F: 2 clusters Score -911458.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -903732.000000 Penalty: 3023.774658
	Iteration 0F: 3 clusters Score -903732 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -906448.562500 Penalty: 3023.774658
	Iteration 1F: 3 clusters Score -906448.6 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -906896.875000 Penalty: 3023.774658
	Iteration 2F: 3 clusters Score -906896.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -907360.125000 Penalty: 3023.774658
	Iteration 3F: 3 clusters Score -907360.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -907782.875000 Penalty: 3023.774658
	Iteration 4F: 3 clusters Score -907782.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -908234.875000 Penalty: 3023.774658
	Iteration 5F: 3 clusters Score -908234.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -908645.125000 Penalty: 3023.774658
	Iteration 6F: 3 clusters Score -908645.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -908975.750000 Penalty: 3023.774658
	Iteration 7Q: 3 clusters Score -908975.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -909231.062500 Penalty: 3023.774658
	Iteration 8Q: 3 clusters Score -909231.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -909437.375000 Penalty: 3023.774658
	Iteration 9Q: 3 clusters Score -909437.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -909558.625000 Penalty: 3023.774658
	Iteration 10Q: 3 clusters Score -909558.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -909645.000000 Penalty: 3023.774658
	Iteration 11Q: 3 clusters Score -909645 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -909695.750000 Penalty: 3023.774658
	Iteration 12Q: 3 clusters Score -909695.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -909735.062500 Penalty: 3023.774658
	Iteration 13Q: 3 clusters Score -909735.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -909765.250000 Penalty: 3023.774658
	Iteration 14Q: 3 clusters Score -909765.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -909785.750000 Penalty: 3023.774658
	Iteration 15Q: 3 clusters Score -909785.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -909805.875000 Penalty: 3023.774658
	Iteration 16Q: 3 clusters Score -909805.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -909812.250000 Penalty: 3023.774658
	Iteration 17Q: 3 clusters Score -909812.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -909819.250000 Penalty: 3023.774658
	Iteration 18Q: 3 clusters Score -909819.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -909825.937500 Penalty: 3023.774658
	Iteration 19Q: 3 clusters Score -909825.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -909825.625000 Penalty: 3023.774658
	Iteration 20F: 3 clusters Score -909825.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -909832.187500 Penalty: 3023.774658
	Iteration 21Q: 3 clusters Score -909832.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -909834.000000 Penalty: 3023.774658
	Iteration 22Q: 3 clusters Score -909834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -909839.000000 Penalty: 3023.774658
	Iteration 23Q: 3 clusters Score -909839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -909842.500000 Penalty: 3023.774658
	Iteration 24Q: 3 clusters Score -909842.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -909846.250000 Penalty: 3023.774658
	Iteration 25Q: 3 clusters Score -909846.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -909845.625000 Penalty: 3023.774658
	Iteration 26Q: 3 clusters Score -909845.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -909849.750000 Penalty: 3023.774658
	Iteration 27Q: 3 clusters Score -909849.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -909849.750000 Penalty: 3023.774658
	Iteration 28Q: 3 clusters Score -909849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -909852.562500 Penalty: 3023.774658
	Iteration 29Q: 3 clusters Score -909852.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -909852.437500 Penalty: 3023.774658
	Iteration 30Q: 3 clusters Score -909852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -909852.250000 Penalty: 3023.774658
	Iteration 31Q: 3 clusters Score -909852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -909853.250000 Penalty: 3023.774658
	Iteration 32Q: 3 clusters Score -909853.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -909854.875000 Penalty: 3023.774658
	Iteration 33Q: 3 clusters Score -909854.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -909855.750000 Penalty: 3023.774658
	Iteration 34Q: 3 clusters Score -909855.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -909858.875000 Penalty: 3023.774658
	Iteration 35Q: 3 clusters Score -909858.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -909859.187500 Penalty: 3023.774658
	Iteration 36Q: 3 clusters Score -909859.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -909858.625000 Penalty: 3023.774658
	Iteration 37Q: 3 clusters Score -909858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -909860.250000 Penalty: 3023.774658
	Iteration 38Q: 3 clusters Score -909860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -909860.500000 Penalty: 3023.774658
	Iteration 39Q: 3 clusters Score -909860.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -909860.125000 Penalty: 3023.774658
	Iteration 40F: 3 clusters Score -909860.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -909859.437500 Penalty: 3023.774658
	Iteration 41Q: 3 clusters Score -909859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -909861.375000 Penalty: 3023.774658
	Iteration 42Q: 3 clusters Score -909861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -909861.375000 Penalty: 3023.774658
	Iteration 43F: 3 clusters Score -909861.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -154708.718750 Penalty: 1201.904419
	Iteration 0F: 2 clusters Score -154708.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -152875.375000 Penalty: 2403.808838
	Iteration 0F: 3 clusters Score -152875.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -153224.921875 Penalty: 2403.808838
	Iteration 1F: 3 clusters Score -153224.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -153322.796875 Penalty: 2403.808838
	Iteration 2F: 3 clusters Score -153322.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -153367.171875 Penalty: 2403.808838
	Iteration 3Q: 3 clusters Score -153367.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -153390.265625 Penalty: 2403.808838
	Iteration 4Q: 3 clusters Score -153390.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -153405.421875 Penalty: 2403.808838
	Iteration 5Q: 3 clusters Score -153405.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -153415.953125 Penalty: 2403.808838
	Iteration 6Q: 3 clusters Score -153416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -153427.109375 Penalty: 2403.808838
	Iteration 7Q: 3 clusters Score -153427.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -153432.968750 Penalty: 2403.808838
	Iteration 8Q: 3 clusters Score -153433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -153436.406250 Penalty: 2403.808838
	Iteration 9Q: 3 clusters Score -153436.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -153438.500000 Penalty: 2403.808838
	Iteration 10Q: 3 clusters Score -153438.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -153445.515625 Penalty: 2403.808838
	Iteration 11Q: 3 clusters Score -153445.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -153449.484375 Penalty: 2403.808838
	Iteration 12Q: 3 clusters Score -153449.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -153455.953125 Penalty: 2403.808838
	Iteration 13Q: 3 clusters Score -153456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -153463.343750 Penalty: 2403.808838
	Iteration 14Q: 3 clusters Score -153463.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -153470.718750 Penalty: 2403.808838
	Iteration 15Q: 3 clusters Score -153470.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -153477.250000 Penalty: 2403.808838
	Iteration 16Q: 3 clusters Score -153477.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -153483.578125 Penalty: 2403.808838
	Iteration 17Q: 3 clusters Score -153483.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -153484.812500 Penalty: 2403.808838
	Iteration 18Q: 3 clusters Score -153484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -153485.187500 Penalty: 2403.808838
	Iteration 19Q: 3 clusters Score -153485.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -153485.187500 Penalty: 2403.808838
	Iteration 20F: 3 clusters Score -153485.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (87024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Entering Unmasked Estep 
Score: -7982162.500000 Penalty: 1848.265137
	Iteration 0F: 2 clusters Score -7982162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -7924060.000000 Penalty: 3696.530273
	Iteration 0F: 3 clusters Score -7924060 nChanged 41417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -7947618.500000 Penalty: 3696.530273
	Iteration 1F: 3 clusters Score -7947618 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -7948438.500000 Penalty: 3696.530273
	Iteration 2Q: 3 clusters Score -7948438 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -7949557.000000 Penalty: 3696.530273
	Iteration 3Q: 3 clusters Score -7949557 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -7951545.500000 Penalty: 3696.530273
	Iteration 4F: 3 clusters Score -7951546 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -7954726.000000 Penalty: 3696.530273
	Iteration 5F: 3 clusters Score -7954726 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -7959131.000000 Penalty: 3696.530273
	Iteration 6F: 3 clusters Score -7959131 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -7964038.500000 Penalty: 3696.530273
	Iteration 7F: 3 clusters Score -7964038 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -7968525.500000 Penalty: 3696.530273
	Iteration 8F: 3 clusters Score -7968526 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -7972019.500000 Penalty: 3696.530273
	Iteration 9F: 3 clusters Score -7972020 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -7974711.500000 Penalty: 3696.530273
	Iteration 10Q: 3 clusters Score -7974712 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81662 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -7976693.000000 Penalty: 3696.530273
	Iteration 11Q: 3 clusters Score -7976693 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -7978242.500000 Penalty: 3696.530273
	Iteration 12Q: 3 clusters Score -7978242 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7979255.000000 Penalty: 3696.530273
	Iteration 13Q: 3 clusters Score -7979255 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7979777.500000 Penalty: 3696.530273
	Iteration 14Q: 3 clusters Score -7979778 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7980051.000000 Penalty: 3696.530273
	Iteration 15Q: 3 clusters Score -7980051 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7980206.500000 Penalty: 3696.530273
	Iteration 16Q: 3 clusters Score -7980206 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7980312.000000 Penalty: 3696.530273
	Iteration 17Q: 3 clusters Score -7980312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86612 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7980373.000000 Penalty: 3696.530273
	Iteration 18Q: 3 clusters Score -7980373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7980411.500000 Penalty: 3696.530273
	Iteration 19Q: 3 clusters Score -7980412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7980452.000000 Penalty: 3696.530273
	Iteration 20F: 3 clusters Score -7980452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7980478.500000 Penalty: 3696.530273
	Iteration 21Q: 3 clusters Score -7980478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86701 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7980500.000000 Penalty: 3696.530273
	Iteration 22Q: 3 clusters Score -7980500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7980515.000000 Penalty: 3696.530273
	Iteration 23Q: 3 clusters Score -7980515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7980520.500000 Penalty: 3696.530273
	Iteration 24Q: 3 clusters Score -7980520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7980524.500000 Penalty: 3696.530273
	Iteration 25Q: 3 clusters Score -7980524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7980524.000000 Penalty: 3696.530273
	Iteration 26Q: 3 clusters Score -7980524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7980531.500000 Penalty: 3696.530273
	Iteration 27Q: 3 clusters Score -7980532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7980542.000000 Penalty: 3696.530273
	Iteration 28Q: 3 clusters Score -7980542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7980545.000000 Penalty: 3696.530273
	Iteration 29Q: 3 clusters Score -7980545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7980549.000000 Penalty: 3696.530273
	Iteration 30Q: 3 clusters Score -7980549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7980554.000000 Penalty: 3696.530273
	Iteration 31Q: 3 clusters Score -7980554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7980558.000000 Penalty: 3696.530273
	Iteration 32Q: 3 clusters Score -7980558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7980559.500000 Penalty: 3696.530273
	Iteration 33Q: 3 clusters Score -7980560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7980564.000000 Penalty: 3696.530273
	Iteration 34Q: 3 clusters Score -7980564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7980562.500000 Penalty: 3696.530273
	Iteration 35Q: 3 clusters Score -7980562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7980565.000000 Penalty: 3696.530273
	Iteration 36Q: 3 clusters Score -7980565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7980565.000000 Penalty: 3696.530273
	Iteration 37F: 3 clusters Score -7980565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Entering Unmasked Estep 
Score: -1120625.875000 Penalty: 1525.819214
	Iteration 0F: 2 clusters Score -1120626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1112239.375000 Penalty: 3051.638428
	Iteration 0F: 3 clusters Score -1112239 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1114988.375000 Penalty: 3051.638428
	Iteration 1F: 3 clusters Score -1114988 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1115285.375000 Penalty: 3051.638428
	Iteration 2F: 3 clusters Score -1115285 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1115612.875000 Penalty: 3051.638428
	Iteration 3F: 3 clusters Score -1115613 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1116013.250000 Penalty: 3051.638428
	Iteration 4F: 3 clusters Score -1116013 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1116537.000000 Penalty: 3051.638428
	Iteration 5F: 3 clusters Score -1116537 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1117268.000000 Penalty: 3051.638428
	Iteration 6F: 3 clusters Score -1117268 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1118071.375000 Penalty: 3051.638428
	Iteration 7F: 3 clusters Score -1118071 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1118799.375000 Penalty: 3051.638428
	Iteration 8F: 3 clusters Score -1118799 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1119257.125000 Penalty: 3051.638428
	Iteration 9Q: 3 clusters Score -1119257 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1119444.375000 Penalty: 3051.638428
	Iteration 10Q: 3 clusters Score -1119444 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1119522.375000 Penalty: 3051.638428
	Iteration 11Q: 3 clusters Score -1119522 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1119565.000000 Penalty: 3051.638428
	Iteration 12Q: 3 clusters Score -1119565 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1119600.625000 Penalty: 3051.638428
	Iteration 13Q: 3 clusters Score -1119601 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1119617.250000 Penalty: 3051.638428
	Iteration 14Q: 3 clusters Score -1119617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1119631.250000 Penalty: 3051.638428
	Iteration 15Q: 3 clusters Score -1119631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1119640.125000 Penalty: 3051.638428
	Iteration 16Q: 3 clusters Score -1119640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1119644.250000 Penalty: 3051.638428
	Iteration 17Q: 3 clusters Score -1119644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1119647.000000 Penalty: 3051.638428
	Iteration 18Q: 3 clusters Score -1119647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1119648.250000 Penalty: 3051.638428
	Iteration 19Q: 3 clusters Score -1119648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1119650.750000 Penalty: 3051.638428
	Iteration 20F: 3 clusters Score -1119651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1119654.750000 Penalty: 3051.638428
	Iteration 21Q: 3 clusters Score -1119655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1119654.625000 Penalty: 3051.638428
	Iteration 22Q: 3 clusters Score -1119655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1119656.250000 Penalty: 3051.638428
	Iteration 23Q: 3 clusters Score -1119656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1119656.375000 Penalty: 3051.638428
	Iteration 24Q: 3 clusters Score -1119656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1119656.375000 Penalty: 3051.638428
	Iteration 25F: 3 clusters Score -1119656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -89771.921875 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -89771.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -88289.242188 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -88289.24 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88648.992188 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -88648.99 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88822.953125 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -88822.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88931.515625 Penalty: 2275.996338
	Iteration 3F: 3 clusters Score -88931.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89035.539062 Penalty: 2275.996338
	Iteration 4F: 3 clusters Score -89035.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -89104.757812 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -89104.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -89135.210938 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -89135.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -89152.492188 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -89152.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -89167.859375 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -89167.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -89178.507812 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -89178.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89186.617188 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -89186.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -89191.945312 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -89191.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -89194.664062 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -89194.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -89194.664062 Penalty: 2275.996338
	Iteration 13F: 3 clusters Score -89194.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Entering Unmasked Estep 
Score: -1079840.625000 Penalty: 1514.907471
	Iteration 0F: 2 clusters Score -1079841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1071865.875000 Penalty: 3029.814941
	Iteration 0F: 3 clusters Score -1071866 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1074474.875000 Penalty: 3029.814941
	Iteration 1F: 3 clusters Score -1074475 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1074719.125000 Penalty: 3029.814941
	Iteration 2F: 3 clusters Score -1074719 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1074892.375000 Penalty: 3029.814941
	Iteration 3Q: 3 clusters Score -1074892 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1075021.750000 Penalty: 3029.814941
	Iteration 4Q: 3 clusters Score -1075022 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1075144.625000 Penalty: 3029.814941
	Iteration 5Q: 3 clusters Score -1075145 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1075274.500000 Penalty: 3029.814941
	Iteration 6Q: 3 clusters Score -1075274 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1075428.125000 Penalty: 3029.814941
	Iteration 7Q: 3 clusters Score -1075428 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1075618.625000 Penalty: 3029.814941
	Iteration 8Q: 3 clusters Score -1075619 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1075870.500000 Penalty: 3029.814941
	Iteration 9Q: 3 clusters Score -1075870 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1076194.250000 Penalty: 3029.814941
	Iteration 10Q: 3 clusters Score -1076194 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1076577.125000 Penalty: 3029.814941
	Iteration 11F: 3 clusters Score -1076577 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1076969.000000 Penalty: 3029.814941
	Iteration 12Q: 3 clusters Score -1076969 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1077370.750000 Penalty: 3029.814941
	Iteration 13Q: 3 clusters Score -1077371 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1077710.000000 Penalty: 3029.814941
	Iteration 14Q: 3 clusters Score -1077710 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1077981.250000 Penalty: 3029.814941
	Iteration 15Q: 3 clusters Score -1077981 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1078173.250000 Penalty: 3029.814941
	Iteration 16Q: 3 clusters Score -1078173 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1078285.625000 Penalty: 3029.814941
	Iteration 17Q: 3 clusters Score -1078286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1078349.875000 Penalty: 3029.814941
	Iteration 18Q: 3 clusters Score -1078350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1078399.500000 Penalty: 3029.814941
	Iteration 19Q: 3 clusters Score -1078400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1078433.875000 Penalty: 3029.814941
	Iteration 20F: 3 clusters Score -1078434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1078455.000000 Penalty: 3029.814941
	Iteration 21Q: 3 clusters Score -1078455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1078460.500000 Penalty: 3029.814941
	Iteration 22Q: 3 clusters Score -1078460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1078466.000000 Penalty: 3029.814941
	Iteration 23Q: 3 clusters Score -1078466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1078474.000000 Penalty: 3029.814941
	Iteration 24Q: 3 clusters Score -1078474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1078474.625000 Penalty: 3029.814941
	Iteration 25Q: 3 clusters Score -1078475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1078474.625000 Penalty: 3029.814941
	Iteration 26Q: 3 clusters Score -1078475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1078474.625000 Penalty: 3029.814941
	Iteration 27F: 3 clusters Score -1078475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -95192.984375 Penalty: 1127.628784
	Iteration 0F: 2 clusters Score -95192.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -93710.335938 Penalty: 2255.257568
	Iteration 0F: 3 clusters Score -93710.34 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -93960.500000 Penalty: 2255.257568
	Iteration 1F: 3 clusters Score -93960.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -94032.257812 Penalty: 2255.257568
	Iteration 2F: 3 clusters Score -94032.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -94080.648438 Penalty: 2255.257568
	Iteration 3Q: 3 clusters Score -94080.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -94125.179688 Penalty: 2255.257568
	Iteration 4Q: 3 clusters Score -94125.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -94146.507812 Penalty: 2255.257568
	Iteration 5Q: 3 clusters Score -94146.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -94156.328125 Penalty: 2255.257568
	Iteration 6Q: 3 clusters Score -94156.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -94169.312500 Penalty: 2255.257568
	Iteration 7Q: 3 clusters Score -94169.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -94176.437500 Penalty: 2255.257568
	Iteration 8Q: 3 clusters Score -94176.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -94188.093750 Penalty: 2255.257568
	Iteration 9Q: 3 clusters Score -94188.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -94194.796875 Penalty: 2255.257568
	Iteration 10Q: 3 clusters Score -94194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -94196.968750 Penalty: 2255.257568
	Iteration 11Q: 3 clusters Score -94196.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -94198.828125 Penalty: 2255.257568
	Iteration 12Q: 3 clusters Score -94198.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -94199.265625 Penalty: 2255.257568
	Iteration 13Q: 3 clusters Score -94199.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -94199.835938 Penalty: 2255.257568
	Iteration 14Q: 3 clusters Score -94199.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -94199.835938 Penalty: 2255.257568
	Iteration 15F: 3 clusters Score -94199.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Entering Unmasked Estep 
Score: -738584.687500 Penalty: 1470.347534
	Iteration 0F: 2 clusters Score -738584.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -732414.625000 Penalty: 2940.695068
	Iteration 0F: 3 clusters Score -732414.6 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -734583.125000 Penalty: 2940.695068
	Iteration 1F: 3 clusters Score -734583.1 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -735225.187500 Penalty: 2940.695068
	Iteration 2F: 3 clusters Score -735225.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -735910.937500 Penalty: 2940.695068
	Iteration 3F: 3 clusters Score -735910.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -736587.312500 Penalty: 2940.695068
	Iteration 4F: 3 clusters Score -736587.3 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -737057.000000 Penalty: 2940.695068
	Iteration 5F: 3 clusters Score -737057 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -737279.250000 Penalty: 2940.695068
	Iteration 6Q: 3 clusters Score -737279.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -737404.375000 Penalty: 2940.695068
	Iteration 7Q: 3 clusters Score -737404.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -737489.875000 Penalty: 2940.695068
	Iteration 8Q: 3 clusters Score -737489.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -737539.062500 Penalty: 2940.695068
	Iteration 9Q: 3 clusters Score -737539.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -737576.375000 Penalty: 2940.695068
	Iteration 10Q: 3 clusters Score -737576.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -737598.312500 Penalty: 2940.695068
	Iteration 11Q: 3 clusters Score -737598.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -737616.562500 Penalty: 2940.695068
	Iteration 12Q: 3 clusters Score -737616.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -737630.687500 Penalty: 2940.695068
	Iteration 13Q: 3 clusters Score -737630.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -737642.500000 Penalty: 2940.695068
	Iteration 14Q: 3 clusters Score -737642.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -737653.937500 Penalty: 2940.695068
	Iteration 15Q: 3 clusters Score -737653.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -737668.000000 Penalty: 2940.695068
	Iteration 16Q: 3 clusters Score -737668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -737685.000000 Penalty: 2940.695068
	Iteration 17Q: 3 clusters Score -737685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -737698.187500 Penalty: 2940.695068
	Iteration 18Q: 3 clusters Score -737698.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -737716.125000 Penalty: 2940.695068
	Iteration 19Q: 3 clusters Score -737716.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -737729.625000 Penalty: 2940.695068
	Iteration 20F: 3 clusters Score -737729.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -737742.437500 Penalty: 2940.695068
	Iteration 21Q: 3 clusters Score -737742.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -737754.875000 Penalty: 2940.695068
	Iteration 22Q: 3 clusters Score -737754.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -737767.562500 Penalty: 2940.695068
	Iteration 23Q: 3 clusters Score -737767.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -737776.187500 Penalty: 2940.695068
	Iteration 24Q: 3 clusters Score -737776.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -737786.937500 Penalty: 2940.695068
	Iteration 25Q: 3 clusters Score -737786.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -737794.687500 Penalty: 2940.695068
	Iteration 26Q: 3 clusters Score -737794.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -737800.687500 Penalty: 2940.695068
	Iteration 27Q: 3 clusters Score -737800.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -737810.062500 Penalty: 2940.695068
	Iteration 28Q: 3 clusters Score -737810.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -737820.437500 Penalty: 2940.695068
	Iteration 29Q: 3 clusters Score -737820.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -737828.875000 Penalty: 2940.695068
	Iteration 30Q: 3 clusters Score -737828.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -737831.125000 Penalty: 2940.695068
	Iteration 31Q: 3 clusters Score -737831.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -737841.250000 Penalty: 2940.695068
	Iteration 32Q: 3 clusters Score -737841.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -737849.437500 Penalty: 2940.695068
	Iteration 33Q: 3 clusters Score -737849.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -737864.750000 Penalty: 2940.695068
	Iteration 34Q: 3 clusters Score -737864.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -737879.437500 Penalty: 2940.695068
	Iteration 35Q: 3 clusters Score -737879.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -737897.125000 Penalty: 2940.695068
	Iteration 36Q: 3 clusters Score -737897.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -737904.312500 Penalty: 2940.695068
	Iteration 37Q: 3 clusters Score -737904.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -737913.812500 Penalty: 2940.695068
	Iteration 38Q: 3 clusters Score -737913.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -737922.000000 Penalty: 2940.695068
	Iteration 39Q: 3 clusters Score -737922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -737927.812500 Penalty: 2940.695068
	Iteration 40F: 3 clusters Score -737927.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -737931.812500 Penalty: 2940.695068
	Iteration 41Q: 3 clusters Score -737931.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -737935.062500 Penalty: 2940.695068
	Iteration 42Q: 3 clusters Score -737935.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -737939.312500 Penalty: 2940.695068
	Iteration 43Q: 3 clusters Score -737939.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -737945.187500 Penalty: 2940.695068
	Iteration 44Q: 3 clusters Score -737945.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -737952.687500 Penalty: 2940.695068
	Iteration 45Q: 3 clusters Score -737952.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -737957.062500 Penalty: 2940.695068
	Iteration 46Q: 3 clusters Score -737957.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -737958.687500 Penalty: 2940.695068
	Iteration 47Q: 3 clusters Score -737958.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -737966.000000 Penalty: 2940.695068
	Iteration 48Q: 3 clusters Score -737966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -737970.437500 Penalty: 2940.695068
	Iteration 49Q: 3 clusters Score -737970.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -737975.562500 Penalty: 2940.695068
	Iteration 50Q: 3 clusters Score -737975.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -737979.187500 Penalty: 2940.695068
	Iteration 51Q: 3 clusters Score -737979.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -737987.187500 Penalty: 2940.695068
	Iteration 52Q: 3 clusters Score -737987.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -737989.937500 Penalty: 2940.695068
	Iteration 53Q: 3 clusters Score -737989.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -737993.812500 Penalty: 2940.695068
	Iteration 54Q: 3 clusters Score -737993.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -737999.375000 Penalty: 2940.695068
	Iteration 55Q: 3 clusters Score -737999.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -738005.500000 Penalty: 2940.695068
	Iteration 56Q: 3 clusters Score -738005.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -738009.312500 Penalty: 2940.695068
	Iteration 57Q: 3 clusters Score -738009.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -738013.000000 Penalty: 2940.695068
	Iteration 58Q: 3 clusters Score -738013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -738014.312500 Penalty: 2940.695068
	Iteration 59Q: 3 clusters Score -738014.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -738018.375000 Penalty: 2940.695068
	Iteration 60F: 3 clusters Score -738018.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -738019.312500 Penalty: 2940.695068
	Iteration 61Q: 3 clusters Score -738019.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -738022.750000 Penalty: 2940.695068
	Iteration 62Q: 3 clusters Score -738022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -738024.937500 Penalty: 2940.695068
	Iteration 63Q: 3 clusters Score -738024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -738025.812500 Penalty: 2940.695068
	Iteration 64Q: 3 clusters Score -738025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -738028.312500 Penalty: 2940.695068
	Iteration 65Q: 3 clusters Score -738028.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -738029.875000 Penalty: 2940.695068
	Iteration 66Q: 3 clusters Score -738029.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -738031.250000 Penalty: 2940.695068
	Iteration 67Q: 3 clusters Score -738031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -738030.625000 Penalty: 2940.695068
	Iteration 68Q: 3 clusters Score -738030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -738032.125000 Penalty: 2940.695068
	Iteration 69Q: 3 clusters Score -738032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -738030.687500 Penalty: 2940.695068
	Iteration 70Q: 3 clusters Score -738030.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -738031.625000 Penalty: 2940.695068
	Iteration 71Q: 3 clusters Score -738031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -738031.625000 Penalty: 2940.695068
	Iteration 72F: 3 clusters Score -738031.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -143317.515625 Penalty: 1200.603271
	Iteration 0F: 2 clusters Score -143317.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -141448.031250 Penalty: 2401.206543
	Iteration 0F: 3 clusters Score -141448 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -141858.859375 Penalty: 2401.206543
	Iteration 1F: 3 clusters Score -141858.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -142027.296875 Penalty: 2401.206543
	Iteration 2F: 3 clusters Score -142027.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -142120.125000 Penalty: 2401.206543
	Iteration 3F: 3 clusters Score -142120.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -142186.078125 Penalty: 2401.206543
	Iteration 4Q: 3 clusters Score -142186.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -142231.546875 Penalty: 2401.206543
	Iteration 5Q: 3 clusters Score -142231.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -142263.796875 Penalty: 2401.206543
	Iteration 6Q: 3 clusters Score -142263.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -142291.734375 Penalty: 2401.206543
	Iteration 7Q: 3 clusters Score -142291.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -142317.109375 Penalty: 2401.206543
	Iteration 8Q: 3 clusters Score -142317.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -142336.031250 Penalty: 2401.206543
	Iteration 9Q: 3 clusters Score -142336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -142351.218750 Penalty: 2401.206543
	Iteration 10Q: 3 clusters Score -142351.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -142363.125000 Penalty: 2401.206543
	Iteration 11Q: 3 clusters Score -142363.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -142373.109375 Penalty: 2401.206543
	Iteration 12Q: 3 clusters Score -142373.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -142385.437500 Penalty: 2401.206543
	Iteration 13Q: 3 clusters Score -142385.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -142390.984375 Penalty: 2401.206543
	Iteration 14Q: 3 clusters Score -142391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -142393.234375 Penalty: 2401.206543
	Iteration 15Q: 3 clusters Score -142393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -142393.937500 Penalty: 2401.206543
	Iteration 16Q: 3 clusters Score -142393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -142394.781250 Penalty: 2401.206543
	Iteration 17Q: 3 clusters Score -142394.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -142394.781250 Penalty: 2401.206543
	Iteration 18F: 3 clusters Score -142394.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -563569.125000 Penalty: 1422.422852
	Iteration 0F: 2 clusters Score -563569.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -558858.500000 Penalty: 2844.845703
	Iteration 0F: 3 clusters Score -558858.5 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -560320.937500 Penalty: 2844.845703
	Iteration 1F: 3 clusters Score -560320.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -560594.250000 Penalty: 2844.845703
	Iteration 2F: 3 clusters Score -560594.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -560906.750000 Penalty: 2844.845703
	Iteration 3F: 3 clusters Score -560906.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -561327.187500 Penalty: 2844.845703
	Iteration 4F: 3 clusters Score -561327.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -561833.750000 Penalty: 2844.845703
	Iteration 5F: 3 clusters Score -561833.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -562242.687500 Penalty: 2844.845703
	Iteration 6F: 3 clusters Score -562242.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -562548.312500 Penalty: 2844.845703
	Iteration 7F: 3 clusters Score -562548.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -562706.000000 Penalty: 2844.845703
	Iteration 8Q: 3 clusters Score -562706 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -562791.625000 Penalty: 2844.845703
	Iteration 9Q: 3 clusters Score -562791.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -562852.375000 Penalty: 2844.845703
	Iteration 10Q: 3 clusters Score -562852.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -562895.250000 Penalty: 2844.845703
	Iteration 11Q: 3 clusters Score -562895.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -562924.937500 Penalty: 2844.845703
	Iteration 12Q: 3 clusters Score -562924.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -562945.812500 Penalty: 2844.845703
	Iteration 13Q: 3 clusters Score -562945.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -562965.000000 Penalty: 2844.845703
	Iteration 14Q: 3 clusters Score -562965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -562998.500000 Penalty: 2844.845703
	Iteration 15Q: 3 clusters Score -562998.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -563033.375000 Penalty: 2844.845703
	Iteration 16Q: 3 clusters Score -563033.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -563068.437500 Penalty: 2844.845703
	Iteration 17Q: 3 clusters Score -563068.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -563108.375000 Penalty: 2844.845703
	Iteration 18Q: 3 clusters Score -563108.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -563142.437500 Penalty: 2844.845703
	Iteration 19Q: 3 clusters Score -563142.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -563167.125000 Penalty: 2844.845703
	Iteration 20F: 3 clusters Score -563167.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -563188.125000 Penalty: 2844.845703
	Iteration 21Q: 3 clusters Score -563188.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -563211.437500 Penalty: 2844.845703
	Iteration 22Q: 3 clusters Score -563211.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -563223.750000 Penalty: 2844.845703
	Iteration 23Q: 3 clusters Score -563223.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -563231.875000 Penalty: 2844.845703
	Iteration 24Q: 3 clusters Score -563231.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -563241.125000 Penalty: 2844.845703
	Iteration 25Q: 3 clusters Score -563241.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -563249.687500 Penalty: 2844.845703
	Iteration 26Q: 3 clusters Score -563249.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -563259.125000 Penalty: 2844.845703
	Iteration 27Q: 3 clusters Score -563259.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -563265.750000 Penalty: 2844.845703
	Iteration 28Q: 3 clusters Score -563265.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -563271.625000 Penalty: 2844.845703
	Iteration 29Q: 3 clusters Score -563271.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -563275.375000 Penalty: 2844.845703
	Iteration 30Q: 3 clusters Score -563275.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -563277.937500 Penalty: 2844.845703
	Iteration 31Q: 3 clusters Score -563277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -563278.500000 Penalty: 2844.845703
	Iteration 32Q: 3 clusters Score -563278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -563278.750000 Penalty: 2844.845703
	Iteration 33Q: 3 clusters Score -563278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -563278.437500 Penalty: 2844.845703
	Iteration 34Q: 3 clusters Score -563278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -563280.062500 Penalty: 2844.845703
	Iteration 35Q: 3 clusters Score -563280.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -563281.500000 Penalty: 2844.845703
	Iteration 36Q: 3 clusters Score -563281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -563281.875000 Penalty: 2844.845703
	Iteration 37Q: 3 clusters Score -563281.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -563284.562500 Penalty: 2844.845703
	Iteration 38Q: 3 clusters Score -563284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -563285.937500 Penalty: 2844.845703
	Iteration 39Q: 3 clusters Score -563285.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -563287.250000 Penalty: 2844.845703
	Iteration 40F: 3 clusters Score -563287.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -563289.625000 Penalty: 2844.845703
	Iteration 41Q: 3 clusters Score -563289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -563289.187500 Penalty: 2844.845703
	Iteration 42Q: 3 clusters Score -563289.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -563289.187500 Penalty: 2844.845703
	Iteration 43F: 3 clusters Score -563289.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -195751.671875 Penalty: 1252.543701
	Iteration 0F: 2 clusters Score -195751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -193511.796875 Penalty: 2505.087402
	Iteration 0F: 3 clusters Score -193511.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -193997.031250 Penalty: 2505.087402
	Iteration 1F: 3 clusters Score -193997 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -194110.109375 Penalty: 2505.087402
	Iteration 2F: 3 clusters Score -194110.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -194179.531250 Penalty: 2505.087402
	Iteration 3F: 3 clusters Score -194179.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -194208.484375 Penalty: 2505.087402
	Iteration 4Q: 3 clusters Score -194208.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -194234.640625 Penalty: 2505.087402
	Iteration 5Q: 3 clusters Score -194234.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -194256.078125 Penalty: 2505.087402
	Iteration 6Q: 3 clusters Score -194256.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -194277.453125 Penalty: 2505.087402
	Iteration 7Q: 3 clusters Score -194277.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -194297.718750 Penalty: 2505.087402
	Iteration 8Q: 3 clusters Score -194297.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -194309.328125 Penalty: 2505.087402
	Iteration 9Q: 3 clusters Score -194309.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -194322.671875 Penalty: 2505.087402
	Iteration 10Q: 3 clusters Score -194322.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -194333.031250 Penalty: 2505.087402
	Iteration 11Q: 3 clusters Score -194333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -194345.812500 Penalty: 2505.087402
	Iteration 12Q: 3 clusters Score -194345.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -194359.609375 Penalty: 2505.087402
	Iteration 13Q: 3 clusters Score -194359.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -194375.140625 Penalty: 2505.087402
	Iteration 14Q: 3 clusters Score -194375.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -194389.156250 Penalty: 2505.087402
	Iteration 15Q: 3 clusters Score -194389.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194404.046875 Penalty: 2505.087402
	Iteration 16Q: 3 clusters Score -194404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -194416.750000 Penalty: 2505.087402
	Iteration 17Q: 3 clusters Score -194416.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -194425.640625 Penalty: 2505.087402
	Iteration 18Q: 3 clusters Score -194425.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -194434.671875 Penalty: 2505.087402
	Iteration 19Q: 3 clusters Score -194434.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -194444.437500 Penalty: 2505.087402
	Iteration 20F: 3 clusters Score -194444.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -194450.421875 Penalty: 2505.087402
	Iteration 21Q: 3 clusters Score -194450.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -194455.718750 Penalty: 2505.087402
	Iteration 22Q: 3 clusters Score -194455.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -194457.625000 Penalty: 2505.087402
	Iteration 23Q: 3 clusters Score -194457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -194457.703125 Penalty: 2505.087402
	Iteration 24Q: 3 clusters Score -194457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -194458.203125 Penalty: 2505.087402
	Iteration 25Q: 3 clusters Score -194458.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -194458.203125 Penalty: 2505.087402
	Iteration 26F: 3 clusters Score -194458.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Entering Unmasked Estep 
Score: -207229.593750 Penalty: 1253.344849
	Iteration 0F: 2 clusters Score -207229.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -205000.406250 Penalty: 2506.689697
	Iteration 0F: 3 clusters Score -205000.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -205502.531250 Penalty: 2506.689697
	Iteration 1F: 3 clusters Score -205502.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -205636.578125 Penalty: 2506.689697
	Iteration 2F: 3 clusters Score -205636.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -205746.078125 Penalty: 2506.689697
	Iteration 3F: 3 clusters Score -205746.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -205863.468750 Penalty: 2506.689697
	Iteration 4F: 3 clusters Score -205863.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -206021.250000 Penalty: 2506.689697
	Iteration 5F: 3 clusters Score -206021.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -206172.171875 Penalty: 2506.689697
	Iteration 6F: 3 clusters Score -206172.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -206339.640625 Penalty: 2506.689697
	Iteration 7F: 3 clusters Score -206339.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -206482.234375 Penalty: 2506.689697
	Iteration 8Q: 3 clusters Score -206482.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -206585.656250 Penalty: 2506.689697
	Iteration 9Q: 3 clusters Score -206585.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -206660.468750 Penalty: 2506.689697
	Iteration 10Q: 3 clusters Score -206660.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -206700.703125 Penalty: 2506.689697
	Iteration 11Q: 3 clusters Score -206700.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -206724.312500 Penalty: 2506.689697
	Iteration 12Q: 3 clusters Score -206724.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -206746.078125 Penalty: 2506.689697
	Iteration 13Q: 3 clusters Score -206746.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -206774.906250 Penalty: 2506.689697
	Iteration 14Q: 3 clusters Score -206774.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -206792.031250 Penalty: 2506.689697
	Iteration 15Q: 3 clusters Score -206792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -206798.000000 Penalty: 2506.689697
	Iteration 16Q: 3 clusters Score -206798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -206801.343750 Penalty: 2506.689697
	Iteration 17Q: 3 clusters Score -206801.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -206802.750000 Penalty: 2506.689697
	Iteration 18Q: 3 clusters Score -206802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -206802.828125 Penalty: 2506.689697
	Iteration 19Q: 3 clusters Score -206802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -206802.828125 Penalty: 2506.689697
	Iteration 20F: 3 clusters Score -206802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -146195.593750 Penalty: 1198.784302
	Iteration 0F: 2 clusters Score -146195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -144378.578125 Penalty: 2397.568604
	Iteration 0F: 3 clusters Score -144378.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -144705.296875 Penalty: 2397.568604
	Iteration 1F: 3 clusters Score -144705.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -144787.109375 Penalty: 2397.568604
	Iteration 2F: 3 clusters Score -144787.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -144835.906250 Penalty: 2397.568604
	Iteration 3Q: 3 clusters Score -144835.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -144867.312500 Penalty: 2397.568604
	Iteration 4Q: 3 clusters Score -144867.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -144898.140625 Penalty: 2397.568604
	Iteration 5Q: 3 clusters Score -144898.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -144930.203125 Penalty: 2397.568604
	Iteration 6Q: 3 clusters Score -144930.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -144950.812500 Penalty: 2397.568604
	Iteration 7Q: 3 clusters Score -144950.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -144973.984375 Penalty: 2397.568604
	Iteration 8Q: 3 clusters Score -144974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -144993.546875 Penalty: 2397.568604
	Iteration 9Q: 3 clusters Score -144993.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -145008.250000 Penalty: 2397.568604
	Iteration 10Q: 3 clusters Score -145008.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -145020.890625 Penalty: 2397.568604
	Iteration 11Q: 3 clusters Score -145020.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145029.500000 Penalty: 2397.568604
	Iteration 12Q: 3 clusters Score -145029.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -145033.843750 Penalty: 2397.568604
	Iteration 13Q: 3 clusters Score -145033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -145035.109375 Penalty: 2397.568604
	Iteration 14Q: 3 clusters Score -145035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -145038.921875 Penalty: 2397.568604
	Iteration 15Q: 3 clusters Score -145038.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -145045.781250 Penalty: 2397.568604
	Iteration 16Q: 3 clusters Score -145045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -145050.125000 Penalty: 2397.568604
	Iteration 17Q: 3 clusters Score -145050.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145054.578125 Penalty: 2397.568604
	Iteration 18Q: 3 clusters Score -145054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -145056.593750 Penalty: 2397.568604
	Iteration 19Q: 3 clusters Score -145056.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145058.843750 Penalty: 2397.568604
	Iteration 20F: 3 clusters Score -145058.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -145061.375000 Penalty: 2397.568604
	Iteration 21Q: 3 clusters Score -145061.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -145063.265625 Penalty: 2397.568604
	Iteration 22Q: 3 clusters Score -145063.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -145067.656250 Penalty: 2397.568604
	Iteration 23Q: 3 clusters Score -145067.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145072.062500 Penalty: 2397.568604
	Iteration 24Q: 3 clusters Score -145072.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -145080.296875 Penalty: 2397.568604
	Iteration 25Q: 3 clusters Score -145080.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -145089.406250 Penalty: 2397.568604
	Iteration 26Q: 3 clusters Score -145089.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -145097.406250 Penalty: 2397.568604
	Iteration 27Q: 3 clusters Score -145097.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -145110.515625 Penalty: 2397.568604
	Iteration 28Q: 3 clusters Score -145110.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -145121.750000 Penalty: 2397.568604
	Iteration 29Q: 3 clusters Score -145121.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -145133.718750 Penalty: 2397.568604
	Iteration 30Q: 3 clusters Score -145133.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -145140.812500 Penalty: 2397.568604
	Iteration 31Q: 3 clusters Score -145140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -145148.703125 Penalty: 2397.568604
	Iteration 32Q: 3 clusters Score -145148.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -145153.906250 Penalty: 2397.568604
	Iteration 33Q: 3 clusters Score -145153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -145156.875000 Penalty: 2397.568604
	Iteration 34Q: 3 clusters Score -145156.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -145158.421875 Penalty: 2397.568604
	Iteration 35Q: 3 clusters Score -145158.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -145160.171875 Penalty: 2397.568604
	Iteration 36Q: 3 clusters Score -145160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -145162.703125 Penalty: 2397.568604
	Iteration 37Q: 3 clusters Score -145162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -145163.515625 Penalty: 2397.568604
	Iteration 38Q: 3 clusters Score -145163.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -145166.093750 Penalty: 2397.568604
	Iteration 39Q: 3 clusters Score -145166.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -145167.890625 Penalty: 2397.568604
	Iteration 40F: 3 clusters Score -145167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -145169.109375 Penalty: 2397.568604
	Iteration 41Q: 3 clusters Score -145169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -145169.859375 Penalty: 2397.568604
	Iteration 42Q: 3 clusters Score -145169.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -145169.859375 Penalty: 2397.568604
	Iteration 43F: 3 clusters Score -145169.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Entering Unmasked Estep 
Score: -1549535.625000 Penalty: 1580.858521
	Iteration 0F: 2 clusters Score -1549536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1538043.125000 Penalty: 3161.717041
	Iteration 0F: 3 clusters Score -1538043 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1542075.875000 Penalty: 3161.717041
	Iteration 1F: 3 clusters Score -1542076 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1542400.250000 Penalty: 3161.717041
	Iteration 2F: 3 clusters Score -1542400 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1542720.875000 Penalty: 3161.717041
	Iteration 3Q: 3 clusters Score -1542721 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1543021.500000 Penalty: 3161.717041
	Iteration 4Q: 3 clusters Score -1543022 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1543364.125000 Penalty: 3161.717041
	Iteration 5Q: 3 clusters Score -1543364 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1543798.375000 Penalty: 3161.717041
	Iteration 6Q: 3 clusters Score -1543798 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1544341.875000 Penalty: 3161.717041
	Iteration 7F: 3 clusters Score -1544342 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1544975.000000 Penalty: 3161.717041
	Iteration 8F: 3 clusters Score -1544975 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1545670.750000 Penalty: 3161.717041
	Iteration 9F: 3 clusters Score -1545671 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1546285.625000 Penalty: 3161.717041
	Iteration 10F: 3 clusters Score -1546286 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1546778.750000 Penalty: 3161.717041
	Iteration 11Q: 3 clusters Score -1546779 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1547134.500000 Penalty: 3161.717041
	Iteration 12Q: 3 clusters Score -1547134 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1547375.000000 Penalty: 3161.717041
	Iteration 13Q: 3 clusters Score -1547375 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1547556.000000 Penalty: 3161.717041
	Iteration 14Q: 3 clusters Score -1547556 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1547685.625000 Penalty: 3161.717041
	Iteration 15Q: 3 clusters Score -1547686 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1547782.625000 Penalty: 3161.717041
	Iteration 16Q: 3 clusters Score -1547783 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1547851.375000 Penalty: 3161.717041
	Iteration 17Q: 3 clusters Score -1547851 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1547895.125000 Penalty: 3161.717041
	Iteration 18Q: 3 clusters Score -1547895 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1547929.500000 Penalty: 3161.717041
	Iteration 19Q: 3 clusters Score -1547930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1547958.500000 Penalty: 3161.717041
	Iteration 20F: 3 clusters Score -1547958 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1547983.375000 Penalty: 3161.717041
	Iteration 21Q: 3 clusters Score -1547983 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1548006.000000 Penalty: 3161.717041
	Iteration 22Q: 3 clusters Score -1548006 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1548018.375000 Penalty: 3161.717041
	Iteration 23Q: 3 clusters Score -1548018 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1548038.500000 Penalty: 3161.717041
	Iteration 24Q: 3 clusters Score -1548038 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1548060.625000 Penalty: 3161.717041
	Iteration 25Q: 3 clusters Score -1548061 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1548074.750000 Penalty: 3161.717041
	Iteration 26Q: 3 clusters Score -1548075 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1548090.500000 Penalty: 3161.717041
	Iteration 27Q: 3 clusters Score -1548090 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1548102.875000 Penalty: 3161.717041
	Iteration 28Q: 3 clusters Score -1548103 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1548125.000000 Penalty: 3161.717041
	Iteration 29Q: 3 clusters Score -1548125 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1548149.500000 Penalty: 3161.717041
	Iteration 30Q: 3 clusters Score -1548150 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1548167.500000 Penalty: 3161.717041
	Iteration 31Q: 3 clusters Score -1548168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1548181.250000 Penalty: 3161.717041
	Iteration 32Q: 3 clusters Score -1548181 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1548189.875000 Penalty: 3161.717041
	Iteration 33Q: 3 clusters Score -1548190 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1548200.750000 Penalty: 3161.717041
	Iteration 34Q: 3 clusters Score -1548201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1548207.750000 Penalty: 3161.717041
	Iteration 35Q: 3 clusters Score -1548208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1548217.500000 Penalty: 3161.717041
	Iteration 36Q: 3 clusters Score -1548218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1548218.625000 Penalty: 3161.717041
	Iteration 37Q: 3 clusters Score -1548219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1548226.000000 Penalty: 3161.717041
	Iteration 38Q: 3 clusters Score -1548226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1548232.375000 Penalty: 3161.717041
	Iteration 39Q: 3 clusters Score -1548232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1548239.875000 Penalty: 3161.717041
	Iteration 40F: 3 clusters Score -1548240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1548244.625000 Penalty: 3161.717041
	Iteration 41Q: 3 clusters Score -1548245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1548254.625000 Penalty: 3161.717041
	Iteration 42Q: 3 clusters Score -1548255 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1548264.750000 Penalty: 3161.717041
	Iteration 43Q: 3 clusters Score -1548265 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1548263.750000 Penalty: 3161.717041
	Iteration 44Q: 3 clusters Score -1548264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1548273.750000 Penalty: 3161.717041
	Iteration 45Q: 3 clusters Score -1548274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1548283.375000 Penalty: 3161.717041
	Iteration 46Q: 3 clusters Score -1548283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1548287.125000 Penalty: 3161.717041
	Iteration 47Q: 3 clusters Score -1548287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1548299.000000 Penalty: 3161.717041
	Iteration 48Q: 3 clusters Score -1548299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1548302.125000 Penalty: 3161.717041
	Iteration 49Q: 3 clusters Score -1548302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1548303.875000 Penalty: 3161.717041
	Iteration 50Q: 3 clusters Score -1548304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1548311.500000 Penalty: 3161.717041
	Iteration 51Q: 3 clusters Score -1548312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1548318.375000 Penalty: 3161.717041
	Iteration 52Q: 3 clusters Score -1548318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1548327.125000 Penalty: 3161.717041
	Iteration 53Q: 3 clusters Score -1548327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1548339.000000 Penalty: 3161.717041
	Iteration 54Q: 3 clusters Score -1548339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1548345.750000 Penalty: 3161.717041
	Iteration 55Q: 3 clusters Score -1548346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1548352.500000 Penalty: 3161.717041
	Iteration 56Q: 3 clusters Score -1548352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1548356.125000 Penalty: 3161.717041
	Iteration 57Q: 3 clusters Score -1548356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1548366.125000 Penalty: 3161.717041
	Iteration 58Q: 3 clusters Score -1548366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1548366.750000 Penalty: 3161.717041
	Iteration 59Q: 3 clusters Score -1548367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1548373.500000 Penalty: 3161.717041
	Iteration 60F: 3 clusters Score -1548374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1548380.500000 Penalty: 3161.717041
	Iteration 61Q: 3 clusters Score -1548380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1548381.250000 Penalty: 3161.717041
	Iteration 62Q: 3 clusters Score -1548381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1548386.500000 Penalty: 3161.717041
	Iteration 63Q: 3 clusters Score -1548386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1548384.375000 Penalty: 3161.717041
	Iteration 64Q: 3 clusters Score -1548384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1548388.250000 Penalty: 3161.717041
	Iteration 65Q: 3 clusters Score -1548388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1548390.375000 Penalty: 3161.717041
	Iteration 66Q: 3 clusters Score -1548390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1548397.625000 Penalty: 3161.717041
	Iteration 67Q: 3 clusters Score -1548398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1548400.625000 Penalty: 3161.717041
	Iteration 68Q: 3 clusters Score -1548401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1548402.750000 Penalty: 3161.717041
	Iteration 69Q: 3 clusters Score -1548403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1548404.000000 Penalty: 3161.717041
	Iteration 70Q: 3 clusters Score -1548404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1548405.625000 Penalty: 3161.717041
	Iteration 71Q: 3 clusters Score -1548406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1548408.000000 Penalty: 3161.717041
	Iteration 72Q: 3 clusters Score -1548408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1548408.875000 Penalty: 3161.717041
	Iteration 73Q: 3 clusters Score -1548409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1548411.250000 Penalty: 3161.717041
	Iteration 74Q: 3 clusters Score -1548411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1548411.125000 Penalty: 3161.717041
	Iteration 75Q: 3 clusters Score -1548411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1548411.125000 Penalty: 3161.717041
	Iteration 76Q: 3 clusters Score -1548411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1548411.375000 Penalty: 3161.717041
	Iteration 77Q: 3 clusters Score -1548411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1548416.875000 Penalty: 3161.717041
	Iteration 78Q: 3 clusters Score -1548417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1548424.375000 Penalty: 3161.717041
	Iteration 79Q: 3 clusters Score -1548424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1548424.875000 Penalty: 3161.717041
	Iteration 80F: 3 clusters Score -1548425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1548421.500000 Penalty: 3161.717041
	Iteration 81Q: 3 clusters Score -1548422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1548425.250000 Penalty: 3161.717041
	Iteration 82Q: 3 clusters Score -1548425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1548427.625000 Penalty: 3161.717041
	Iteration 83Q: 3 clusters Score -1548428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1548431.125000 Penalty: 3161.717041
	Iteration 84Q: 3 clusters Score -1548431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1548440.625000 Penalty: 3161.717041
	Iteration 85Q: 3 clusters Score -1548441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1548441.625000 Penalty: 3161.717041
	Iteration 86Q: 3 clusters Score -1548442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1548445.500000 Penalty: 3161.717041
	Iteration 87Q: 3 clusters Score -1548446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1548445.250000 Penalty: 3161.717041
	Iteration 88Q: 3 clusters Score -1548445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1548450.875000 Penalty: 3161.717041
	Iteration 89Q: 3 clusters Score -1548451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1548450.875000 Penalty: 3161.717041
	Iteration 90Q: 3 clusters Score -1548451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1548456.250000 Penalty: 3161.717041
	Iteration 91Q: 3 clusters Score -1548456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1548463.250000 Penalty: 3161.717041
	Iteration 92Q: 3 clusters Score -1548463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1548464.750000 Penalty: 3161.717041
	Iteration 93Q: 3 clusters Score -1548465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1548470.625000 Penalty: 3161.717041
	Iteration 94Q: 3 clusters Score -1548471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1548474.000000 Penalty: 3161.717041
	Iteration 95Q: 3 clusters Score -1548474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1548475.625000 Penalty: 3161.717041
	Iteration 96Q: 3 clusters Score -1548476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1548481.250000 Penalty: 3161.717041
	Iteration 97Q: 3 clusters Score -1548481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1548489.750000 Penalty: 3161.717041
	Iteration 98Q: 3 clusters Score -1548490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1548498.500000 Penalty: 3161.717041
	Iteration 99Q: 3 clusters Score -1548498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1548500.500000 Penalty: 3161.717041
	Iteration 100F: 3 clusters Score -1548500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1548502.000000 Penalty: 3161.717041
	Iteration 101Q: 3 clusters Score -1548502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1548500.625000 Penalty: 3161.717041
	Iteration 102Q: 3 clusters Score -1548501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1548505.750000 Penalty: 3161.717041
	Iteration 103Q: 3 clusters Score -1548506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1548511.500000 Penalty: 3161.717041
	Iteration 104Q: 3 clusters Score -1548512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1548515.875000 Penalty: 3161.717041
	Iteration 105Q: 3 clusters Score -1548516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1548525.375000 Penalty: 3161.717041
	Iteration 106Q: 3 clusters Score -1548525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1548527.000000 Penalty: 3161.717041
	Iteration 107Q: 3 clusters Score -1548527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1548531.875000 Penalty: 3161.717041
	Iteration 108Q: 3 clusters Score -1548532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1548536.750000 Penalty: 3161.717041
	Iteration 109Q: 3 clusters Score -1548537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1548542.000000 Penalty: 3161.717041
	Iteration 110Q: 3 clusters Score -1548542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1548544.500000 Penalty: 3161.717041
	Iteration 111Q: 3 clusters Score -1548544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1548542.625000 Penalty: 3161.717041
	Iteration 112Q: 3 clusters Score -1548543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1548543.500000 Penalty: 3161.717041
	Iteration 113Q: 3 clusters Score -1548544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1548548.875000 Penalty: 3161.717041
	Iteration 114Q: 3 clusters Score -1548549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1548551.000000 Penalty: 3161.717041
	Iteration 115Q: 3 clusters Score -1548551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1548555.375000 Penalty: 3161.717041
	Iteration 116Q: 3 clusters Score -1548555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1548561.125000 Penalty: 3161.717041
	Iteration 117Q: 3 clusters Score -1548561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1548560.875000 Penalty: 3161.717041
	Iteration 118Q: 3 clusters Score -1548561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1548566.000000 Penalty: 3161.717041
	Iteration 119Q: 3 clusters Score -1548566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1548562.750000 Penalty: 3161.717041
	Iteration 120F: 3 clusters Score -1548563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1548564.125000 Penalty: 3161.717041
	Iteration 121Q: 3 clusters Score -1548564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1548567.875000 Penalty: 3161.717041
	Iteration 122Q: 3 clusters Score -1548568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1548567.250000 Penalty: 3161.717041
	Iteration 123Q: 3 clusters Score -1548567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1548569.125000 Penalty: 3161.717041
	Iteration 124Q: 3 clusters Score -1548569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1548567.000000 Penalty: 3161.717041
	Iteration 125Q: 3 clusters Score -1548567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1548569.750000 Penalty: 3161.717041
	Iteration 126Q: 3 clusters Score -1548570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1548570.750000 Penalty: 3161.717041
	Iteration 127Q: 3 clusters Score -1548571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1548570.750000 Penalty: 3161.717041
	Iteration 128Q: 3 clusters Score -1548571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1548570.250000 Penalty: 3161.717041
	Iteration 129Q: 3 clusters Score -1548570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1548569.125000 Penalty: 3161.717041
	Iteration 130Q: 3 clusters Score -1548569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1548569.375000 Penalty: 3161.717041
	Iteration 131Q: 3 clusters Score -1548569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1548569.000000 Penalty: 3161.717041
	Iteration 132Q: 3 clusters Score -1548569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1548569.000000 Penalty: 3161.717041
	Iteration 133Q: 3 clusters Score -1548569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1548572.750000 Penalty: 3161.717041
	Iteration 134Q: 3 clusters Score -1548573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1548577.000000 Penalty: 3161.717041
	Iteration 135Q: 3 clusters Score -1548577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1548575.625000 Penalty: 3161.717041
	Iteration 136Q: 3 clusters Score -1548576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1548575.625000 Penalty: 3161.717041
	Iteration 137Q: 3 clusters Score -1548576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1548571.625000 Penalty: 3161.717041
	Iteration 138Q: 3 clusters Score -1548572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1548575.625000 Penalty: 3161.717041
	Iteration 139Q: 3 clusters Score -1548576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1548575.875000 Penalty: 3161.717041
	Iteration 140F: 3 clusters Score -1548576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1548578.625000 Penalty: 3161.717041
	Iteration 141Q: 3 clusters Score -1548579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1548580.500000 Penalty: 3161.717041
	Iteration 142Q: 3 clusters Score -1548580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1548580.375000 Penalty: 3161.717041
	Iteration 143Q: 3 clusters Score -1548580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1548581.500000 Penalty: 3161.717041
	Iteration 144Q: 3 clusters Score -1548582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1548578.375000 Penalty: 3161.717041
	Iteration 145Q: 3 clusters Score -1548578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1548581.750000 Penalty: 3161.717041
	Iteration 146Q: 3 clusters Score -1548582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1548581.250000 Penalty: 3161.717041
	Iteration 147Q: 3 clusters Score -1548581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1548584.000000 Penalty: 3161.717041
	Iteration 148Q: 3 clusters Score -1548584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1548584.875000 Penalty: 3161.717041
	Iteration 149Q: 3 clusters Score -1548585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1548585.625000 Penalty: 3161.717041
	Iteration 150Q: 3 clusters Score -1548586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1548585.250000 Penalty: 3161.717041
	Iteration 151Q: 3 clusters Score -1548585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1548587.125000 Penalty: 3161.717041
	Iteration 152Q: 3 clusters Score -1548587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1548587.125000 Penalty: 3161.717041
	Iteration 153F: 3 clusters Score -1548587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Entering Unmasked Estep 
Score: -627110.875000 Penalty: 1438.232422
	Iteration 0F: 2 clusters Score -627110.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -621886.562500 Penalty: 2876.464844
	Iteration 0F: 3 clusters Score -621886.6 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -623381.062500 Penalty: 2876.464844
	Iteration 1F: 3 clusters Score -623381.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -623611.500000 Penalty: 2876.464844
	Iteration 2F: 3 clusters Score -623611.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -623777.687500 Penalty: 2876.464844
	Iteration 3F: 3 clusters Score -623777.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -623880.750000 Penalty: 2876.464844
	Iteration 4Q: 3 clusters Score -623880.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -623945.687500 Penalty: 2876.464844
	Iteration 5Q: 3 clusters Score -623945.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -624019.625000 Penalty: 2876.464844
	Iteration 6Q: 3 clusters Score -624019.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -624096.000000 Penalty: 2876.464844
	Iteration 7Q: 3 clusters Score -624096 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -624173.562500 Penalty: 2876.464844
	Iteration 8Q: 3 clusters Score -624173.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -624274.562500 Penalty: 2876.464844
	Iteration 9Q: 3 clusters Score -624274.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -624386.687500 Penalty: 2876.464844
	Iteration 10Q: 3 clusters Score -624386.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -624508.875000 Penalty: 2876.464844
	Iteration 11Q: 3 clusters Score -624508.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -624651.500000 Penalty: 2876.464844
	Iteration 12Q: 3 clusters Score -624651.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -624803.875000 Penalty: 2876.464844
	Iteration 13Q: 3 clusters Score -624803.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -624969.187500 Penalty: 2876.464844
	Iteration 14Q: 3 clusters Score -624969.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -625126.750000 Penalty: 2876.464844
	Iteration 15Q: 3 clusters Score -625126.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -625282.937500 Penalty: 2876.464844
	Iteration 16Q: 3 clusters Score -625282.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -625416.937500 Penalty: 2876.464844
	Iteration 17Q: 3 clusters Score -625416.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -625534.375000 Penalty: 2876.464844
	Iteration 18Q: 3 clusters Score -625534.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -625632.750000 Penalty: 2876.464844
	Iteration 19Q: 3 clusters Score -625632.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -625689.937500 Penalty: 2876.464844
	Iteration 20F: 3 clusters Score -625689.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -625737.062500 Penalty: 2876.464844
	Iteration 21Q: 3 clusters Score -625737.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -625765.750000 Penalty: 2876.464844
	Iteration 22Q: 3 clusters Score -625765.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -625789.500000 Penalty: 2876.464844
	Iteration 23Q: 3 clusters Score -625789.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -625814.812500 Penalty: 2876.464844
	Iteration 24Q: 3 clusters Score -625814.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -625831.250000 Penalty: 2876.464844
	Iteration 25Q: 3 clusters Score -625831.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -625839.062500 Penalty: 2876.464844
	Iteration 26Q: 3 clusters Score -625839.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -625847.937500 Penalty: 2876.464844
	Iteration 27Q: 3 clusters Score -625847.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -625855.187500 Penalty: 2876.464844
	Iteration 28Q: 3 clusters Score -625855.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -625861.500000 Penalty: 2876.464844
	Iteration 29Q: 3 clusters Score -625861.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -625867.062500 Penalty: 2876.464844
	Iteration 30Q: 3 clusters Score -625867.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -625871.500000 Penalty: 2876.464844
	Iteration 31Q: 3 clusters Score -625871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -625874.375000 Penalty: 2876.464844
	Iteration 32Q: 3 clusters Score -625874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -625875.000000 Penalty: 2876.464844
	Iteration 33Q: 3 clusters Score -625875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -625876.000000 Penalty: 2876.464844
	Iteration 34Q: 3 clusters Score -625876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -625876.000000 Penalty: 2876.464844
	Iteration 35F: 3 clusters Score -625876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Entering Unmasked Estep 
Score: -7664404.500000 Penalty: 1829.474487
	Iteration 0F: 2 clusters Score -7664404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -7613245.500000 Penalty: 3658.948975
	Iteration 0F: 3 clusters Score -7613246 nChanged 36741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -7634192.000000 Penalty: 3658.948975
	Iteration 1F: 3 clusters Score -7634192 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -7634801.000000 Penalty: 3658.948975
	Iteration 2Q: 3 clusters Score -7634801 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -7635730.500000 Penalty: 3658.948975
	Iteration 3Q: 3 clusters Score -7635730 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -7637352.500000 Penalty: 3658.948975
	Iteration 4Q: 3 clusters Score -7637352 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -7640171.500000 Penalty: 3658.948975
	Iteration 5F: 3 clusters Score -7640172 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -7645058.000000 Penalty: 3658.948975
	Iteration 6F: 3 clusters Score -7645058 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -7651514.500000 Penalty: 3658.948975
	Iteration 7F: 3 clusters Score -7651514 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71569 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -7657437.500000 Penalty: 3658.948975
	Iteration 8F: 3 clusters Score -7657438 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -7660722.500000 Penalty: 3658.948975
	Iteration 9Q: 3 clusters Score -7660722 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76211 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7662032.500000 Penalty: 3658.948975
	Iteration 10Q: 3 clusters Score -7662032 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7662556.000000 Penalty: 3658.948975
	Iteration 11Q: 3 clusters Score -7662556 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7662764.000000 Penalty: 3658.948975
	Iteration 12Q: 3 clusters Score -7662764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7662877.500000 Penalty: 3658.948975
	Iteration 13Q: 3 clusters Score -7662878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7662948.500000 Penalty: 3658.948975
	Iteration 14Q: 3 clusters Score -7662948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7662996.000000 Penalty: 3658.948975
	Iteration 15Q: 3 clusters Score -7662996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7663025.000000 Penalty: 3658.948975
	Iteration 16Q: 3 clusters Score -7663025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77043 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7663035.500000 Penalty: 3658.948975
	Iteration 17Q: 3 clusters Score -7663036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7663050.500000 Penalty: 3658.948975
	Iteration 18Q: 3 clusters Score -7663050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7663054.500000 Penalty: 3658.948975
	Iteration 19Q: 3 clusters Score -7663054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7663062.000000 Penalty: 3658.948975
	Iteration 20F: 3 clusters Score -7663062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7663075.000000 Penalty: 3658.948975
	Iteration 21Q: 3 clusters Score -7663075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7663072.500000 Penalty: 3658.948975
	Iteration 22Q: 3 clusters Score -7663072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77065 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7663085.500000 Penalty: 3658.948975
	Iteration 23Q: 3 clusters Score -7663086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7663090.000000 Penalty: 3658.948975
	Iteration 24Q: 3 clusters Score -7663090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7663098.000000 Penalty: 3658.948975
	Iteration 25Q: 3 clusters Score -7663098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7663096.500000 Penalty: 3658.948975
	Iteration 26Q: 3 clusters Score -7663096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7663095.000000 Penalty: 3658.948975
	Iteration 27Q: 3 clusters Score -7663095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7663097.500000 Penalty: 3658.948975
	Iteration 28Q: 3 clusters Score -7663098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7663097.500000 Penalty: 3658.948975
	Iteration 29F: 3 clusters Score -7663098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -87288.554688 Penalty: 1138.882080
	Iteration 0F: 2 clusters Score -87288.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -85865.343750 Penalty: 2277.764160
	Iteration 0F: 3 clusters Score -85865.34 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -86224.265625 Penalty: 2277.764160
	Iteration 1F: 3 clusters Score -86224.27 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -86430.835938 Penalty: 2277.764160
	Iteration 2F: 3 clusters Score -86430.84 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -86566.976562 Penalty: 2277.764160
	Iteration 3F: 3 clusters Score -86566.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -86676.523438 Penalty: 2277.764160
	Iteration 4Q: 3 clusters Score -86676.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -86768.195312 Penalty: 2277.764160
	Iteration 5Q: 3 clusters Score -86768.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -86819.945312 Penalty: 2277.764160
	Iteration 6Q: 3 clusters Score -86819.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -86831.281250 Penalty: 2277.764160
	Iteration 7Q: 3 clusters Score -86831.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -86836.515625 Penalty: 2277.764160
	Iteration 8Q: 3 clusters Score -86836.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -86838.757812 Penalty: 2277.764160
	Iteration 9Q: 3 clusters Score -86838.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -86841.703125 Penalty: 2277.764160
	Iteration 10Q: 3 clusters Score -86841.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -86847.132812 Penalty: 2277.764160
	Iteration 11Q: 3 clusters Score -86847.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -86849.726562 Penalty: 2277.764160
	Iteration 12Q: 3 clusters Score -86849.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -86850.812500 Penalty: 2277.764160
	Iteration 13Q: 3 clusters Score -86850.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -86856.109375 Penalty: 2277.764160
	Iteration 14Q: 3 clusters Score -86856.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -86864.304688 Penalty: 2277.764160
	Iteration 15Q: 3 clusters Score -86864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -86869.609375 Penalty: 2277.764160
	Iteration 16Q: 3 clusters Score -86869.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -86878.671875 Penalty: 2277.764160
	Iteration 17Q: 3 clusters Score -86878.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -86888.820312 Penalty: 2277.764160
	Iteration 18Q: 3 clusters Score -86888.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -86893.835938 Penalty: 2277.764160
	Iteration 19Q: 3 clusters Score -86893.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -86897.210938 Penalty: 2277.764160
	Iteration 20F: 3 clusters Score -86897.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -86897.515625 Penalty: 2277.764160
	Iteration 21Q: 3 clusters Score -86897.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -86897.914062 Penalty: 2277.764160
	Iteration 22Q: 3 clusters Score -86897.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -86899.445312 Penalty: 2277.764160
	Iteration 23Q: 3 clusters Score -86899.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -86901.109375 Penalty: 2277.764160
	Iteration 24Q: 3 clusters Score -86901.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -86901.109375 Penalty: 2277.764160
	Iteration 25F: 3 clusters Score -86901.11 nChanged 0
--- Evaluating fit on full set of 1782525 points ---
Entering Unmasked Estep 
Score: -161493104.000000 Penalty: 53795.859375
21->24 Clusters: Score -161493104.000000, best is -161489152.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 594175 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 28269 members 
Mstep: Class 3 contains 28124 members 
Mstep: Class 4 contains 28413 members 
Mstep: Class 5 contains 28165 members 
Mstep: Class 6 contains 28259 members 
Mstep: Class 7 contains 28205 members 
Mstep: Class 8 contains 28456 members 
Mstep: Class 9 contains 28156 members 
Mstep: Class 10 contains 28478 members 
Mstep: Class 11 contains 28561 members 
Mstep: Class 12 contains 28230 members 
Mstep: Class 13 contains 28118 members 
Mstep: Class 14 contains 28207 members 
Mstep: Class 15 contains 28483 members 
Mstep: Class 16 contains 28348 members 
Mstep: Class 17 contains 28167 members 
Mstep: Class 18 contains 28293 members 
Mstep: Class 19 contains 28390 members 
Mstep: Class 20 contains 28466 members 
Mstep: Class 21 contains 28293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 816.944092 but Gain 2160.425781
Score: -50837996.000000 Penalty: 43208.519531
Iteration 0F: 21 clusters Score -5.0838e+07 nChanged 561002
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 23492 members 
Mstep: Class 3 contains 30919 members 
Mstep: Class 4 contains 33400 members 
Mstep: Class 5 contains 22484 members 
Mstep: Class 6 contains 22490 members 
Mstep: Class 7 contains 32126 members 
Mstep: Class 8 contains 24893 members 
Mstep: Class 9 contains 32142 members 
Mstep: Class 10 contains 24112 members 
Mstep: Class 11 contains 33260 members 
Mstep: Class 12 contains 25759 members 
Mstep: Class 13 contains 26677 members 
Mstep: Class 14 contains 21566 members 
Mstep: Class 15 contains 43257 members 
Mstep: Class 16 contains 39434 members 
Mstep: Class 17 contains 30514 members 
Mstep: Class 18 contains 23084 members 
Mstep: Class 19 contains 23715 members 
Mstep: Class 20 contains 39583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52425652.000000 Penalty: 43208.519531
Iteration 1F: 21 clusters Score -5.242565e+07 nChanged 203858
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 17762 members 
Mstep: Class 3 contains 36790 members 
Mstep: Class 4 contains 36149 members 
Mstep: Class 5 contains 21126 members 
Mstep: Class 6 contains 16465 members 
Mstep: Class 7 contains 23222 members 
Mstep: Class 8 contains 25932 members 
Mstep: Class 9 contains 26818 members 
Mstep: Class 10 contains 19834 members 
Mstep: Class 11 contains 27912 members 
Mstep: Class 12 contains 19460 members 
Mstep: Class 13 contains 31081 members 
Mstep: Class 14 contains 19396 members 
Mstep: Class 15 contains 76137 members 
Mstep: Class 16 contains 40312 members 
Mstep: Class 17 contains 25804 members 
Mstep: Class 18 contains 22348 members 
Mstep: Class 19 contains 21953 members 
Mstep: Class 20 contains 42534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52938176.000000 Penalty: 43208.519531
Iteration 2F: 21 clusters Score -5.293818e+07 nChanged 169588
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 8071 members 
Mstep: Class 3 contains 44468 members 
Mstep: Class 4 contains 39692 members 
Mstep: Class 5 contains 22960 members 
Mstep: Class 6 contains 16985 members 
Mstep: Class 7 contains 17102 members 
Mstep: Class 8 contains 28574 members 
Mstep: Class 9 contains 24190 members 
Mstep: Class 10 contains 16486 members 
Mstep: Class 11 contains 31973 members 
Mstep: Class 12 contains 17455 members 
Mstep: Class 13 contains 33773 members 
Mstep: Class 14 contains 19351 members 
Mstep: Class 15 contains 112517 members 
Mstep: Class 16 contains 31594 members 
Mstep: Class 17 contains 14005 members 
Mstep: Class 18 contains 19399 members 
Mstep: Class 19 contains 19080 members 
Mstep: Class 20 contains 47638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53234204.000000 Penalty: 43208.519531
Iteration 3F: 21 clusters Score -5.32342e+07 nChanged 116212
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 3583 members 
Mstep: Class 3 contains 50466 members 
Mstep: Class 4 contains 39427 members 
Mstep: Class 5 contains 25008 members 
Mstep: Class 6 contains 19356 members 
Mstep: Class 7 contains 12179 members 
Mstep: Class 8 contains 30482 members 
Mstep: Class 9 contains 26113 members 
Mstep: Class 10 contains 12973 members 
Mstep: Class 11 contains 41669 members 
Mstep: Class 12 contains 15005 members 
Mstep: Class 13 contains 32711 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 124333 members 
Mstep: Class 16 contains 26720 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 21073 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 50873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53369580.000000 Penalty: 43208.519531
Iteration 4F: 21 clusters Score -5.336958e+07 nChanged 83136
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 2185 members 
Mstep: Class 3 contains 54176 members 
Mstep: Class 4 contains 35593 members 
Mstep: Class 5 contains 25866 members 
Mstep: Class 6 contains 20417 members 
Mstep: Class 7 contains 8180 members 
Mstep: Class 8 contains 32711 members 
Mstep: Class 9 contains 28591 members 
Mstep: Class 10 contains 9165 members 
Mstep: Class 11 contains 52441 members 
Mstep: Class 12 contains 12697 members 
Mstep: Class 13 contains 31253 members 
Mstep: Class 14 contains 25538 members 
Mstep: Class 15 contains 124690 members 
Mstep: Class 16 contains 25761 members 
Mstep: Class 17 contains 4069 members 
Mstep: Class 18 contains 22110 members 
Mstep: Class 19 contains 11335 members 
Mstep: Class 20 contains 52384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53448020.000000 Penalty: 43208.519531
Iteration 5F: 21 clusters Score -5.344802e+07 nChanged 67731
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 56988 members 
Mstep: Class 4 contains 30720 members 
Mstep: Class 5 contains 25811 members 
Mstep: Class 6 contains 19605 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 35289 members 
Mstep: Class 9 contains 30679 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 63514 members 
Mstep: Class 12 contains 10820 members 
Mstep: Class 13 contains 30392 members 
Mstep: Class 14 contains 27749 members 
Mstep: Class 15 contains 124342 members 
Mstep: Class 16 contains 24457 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 22234 members 
Mstep: Class 19 contains 9720 members 
Mstep: Class 20 contains 52212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53506444.000000 Penalty: 43208.519531
Iteration 6F: 21 clusters Score -5.350644e+07 nChanged 57740
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1913 members 
Mstep: Class 3 contains 59438 members 
Mstep: Class 4 contains 26380 members 
Mstep: Class 5 contains 25368 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 37579 members 
Mstep: Class 9 contains 32002 members 
Mstep: Class 10 contains 4144 members 
Mstep: Class 11 contains 74802 members 
Mstep: Class 12 contains 9838 members 
Mstep: Class 13 contains 29737 members 
Mstep: Class 14 contains 29856 members 
Mstep: Class 15 contains 124118 members 
Mstep: Class 16 contains 22557 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 21852 members 
Mstep: Class 19 contains 8969 members 
Mstep: Class 20 contains 50036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1721.335083 but Gain 2160.425781
Score: -53554904.000000 Penalty: 41048.093750
Iteration 7F: 20 clusters Score -5.35549e+07 nChanged 52940
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2819 members 
Mstep: Class 3 contains 62788 members 
Mstep: Class 4 contains 23315 members 
Mstep: Class 5 contains 24452 members 
Mstep: Class 6 contains 16107 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 39501 members 
Mstep: Class 9 contains 32820 members 
Mstep: Class 10 contains 2758 members 
Mstep: Class 11 contains 86290 members 
Mstep: Class 12 contains 9145 members 
Mstep: Class 13 contains 28667 members 
Mstep: Class 14 contains 32039 members 
Mstep: Class 15 contains 123881 members 
Mstep: Class 16 contains 20109 members 
Mstep: Class 18 contains 21244 members 
Mstep: Class 19 contains 8630 members 
Mstep: Class 20 contains 46405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1741.657959 but Gain 2160.425781
Score: -53598728.000000 Penalty: 38887.667969
Iteration 8F: 19 clusters Score -5.359873e+07 nChanged 47867
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 65971 members 
Mstep: Class 4 contains 21656 members 
Mstep: Class 5 contains 23442 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 41131 members 
Mstep: Class 9 contains 33065 members 
Mstep: Class 11 contains 98132 members 
Mstep: Class 12 contains 8608 members 
Mstep: Class 13 contains 27187 members 
Mstep: Class 14 contains 34195 members 
Mstep: Class 15 contains 123609 members 
Mstep: Class 16 contains 17554 members 
Mstep: Class 18 contains 20582 members 
Mstep: Class 19 contains 8558 members 
Mstep: Class 20 contains 40118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53638112.000000 Penalty: 38887.667969
Iteration 9F: 19 clusters Score -5.363811e+07 nChanged 41259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 70412 members 
Mstep: Class 4 contains 20455 members 
Mstep: Class 5 contains 22478 members 
Mstep: Class 6 contains 13753 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 41916 members 
Mstep: Class 9 contains 32623 members 
Mstep: Class 11 contains 108639 members 
Mstep: Class 12 contains 8158 members 
Mstep: Class 13 contains 24845 members 
Mstep: Class 14 contains 35951 members 
Mstep: Class 15 contains 123336 members 
Mstep: Class 16 contains 14931 members 
Mstep: Class 18 contains 19664 members 
Mstep: Class 19 contains 8646 members 
Mstep: Class 20 contains 32975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53668392.000000 Penalty: 38887.667969
Iteration 10F: 19 clusters Score -5.366839e+07 nChanged 35279
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6520 members 
Mstep: Class 3 contains 75278 members 
Mstep: Class 4 contains 19141 members 
Mstep: Class 5 contains 21784 members 
Mstep: Class 6 contains 13019 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 42012 members 
Mstep: Class 9 contains 32148 members 
Mstep: Class 11 contains 117792 members 
Mstep: Class 12 contains 7723 members 
Mstep: Class 13 contains 22378 members 
Mstep: Class 14 contains 37563 members 
Mstep: Class 15 contains 123048 members 
Mstep: Class 16 contains 12632 members 
Mstep: Class 18 contains 18709 members 
Mstep: Class 19 contains 8806 members 
Mstep: Class 20 contains 26726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53691176.000000 Penalty: 38887.667969
Iteration 11F: 19 clusters Score -5.369118e+07 nChanged 29771
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7779 members 
Mstep: Class 3 contains 79322 members 
Mstep: Class 4 contains 17743 members 
Mstep: Class 5 contains 21570 members 
Mstep: Class 6 contains 12401 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 41594 members 
Mstep: Class 9 contains 31584 members 
Mstep: Class 11 contains 125599 members 
Mstep: Class 12 contains 7310 members 
Mstep: Class 13 contains 19991 members 
Mstep: Class 14 contains 38957 members 
Mstep: Class 15 contains 122780 members 
Mstep: Class 16 contains 10683 members 
Mstep: Class 18 contains 17939 members 
Mstep: Class 19 contains 8900 members 
Mstep: Class 20 contains 22076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53708996.000000 Penalty: 38887.667969
Iteration 12F: 19 clusters Score -5.3709e+07 nChanged 25607
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 82098 members 
Mstep: Class 4 contains 16340 members 
Mstep: Class 5 contains 21772 members 
Mstep: Class 6 contains 11947 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 40633 members 
Mstep: Class 9 contains 31027 members 
Mstep: Class 11 contains 132426 members 
Mstep: Class 12 contains 6940 members 
Mstep: Class 13 contains 17791 members 
Mstep: Class 14 contains 40114 members 
Mstep: Class 15 contains 122487 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 18 contains 17320 members 
Mstep: Class 19 contains 8983 members 
Mstep: Class 20 contains 19044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53724336.000000 Penalty: 38887.667969
Iteration 13Q: 19 clusters Score -5.372434e+07 nChanged 22181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 10047 members 
Mstep: Class 3 contains 83898 members 
Mstep: Class 4 contains 14856 members 
Mstep: Class 5 contains 22210 members 
Mstep: Class 6 contains 11605 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 39258 members 
Mstep: Class 9 contains 30658 members 
Mstep: Class 11 contains 138373 members 
Mstep: Class 12 contains 6602 members 
Mstep: Class 13 contains 15877 members 
Mstep: Class 14 contains 41216 members 
Mstep: Class 15 contains 122256 members 
Mstep: Class 16 contains 7703 members 
Mstep: Class 18 contains 16820 members 
Mstep: Class 19 contains 8994 members 
Mstep: Class 20 contains 17231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53737784.000000 Penalty: 38887.667969
Iteration 14Q: 19 clusters Score -5.373778e+07 nChanged 19703
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 10849 members 
Mstep: Class 3 contains 85016 members 
Mstep: Class 4 contains 13488 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 11259 members 
Mstep: Class 7 contains 1486 members 
Mstep: Class 8 contains 37462 members 
Mstep: Class 9 contains 30617 members 
Mstep: Class 11 contains 143578 members 
Mstep: Class 12 contains 6249 members 
Mstep: Class 13 contains 14363 members 
Mstep: Class 14 contains 42112 members 
Mstep: Class 15 contains 122086 members 
Mstep: Class 16 contains 6600 members 
Mstep: Class 18 contains 16286 members 
Mstep: Class 19 contains 9292 members 
Mstep: Class 20 contains 16214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53749720.000000 Penalty: 38887.667969
Iteration 15Q: 19 clusters Score -5.374972e+07 nChanged 17274
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 85697 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 23178 members 
Mstep: Class 6 contains 11001 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 35409 members 
Mstep: Class 9 contains 30672 members 
Mstep: Class 11 contains 148110 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 13313 members 
Mstep: Class 14 contains 42866 members 
Mstep: Class 15 contains 122061 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 9803 members 
Mstep: Class 20 contains 15672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53758424.000000 Penalty: 38887.667969
Iteration 16Q: 19 clusters Score -5.375842e+07 nChanged 15209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 86087 members 
Mstep: Class 4 contains 11012 members 
Mstep: Class 5 contains 23705 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 33190 members 
Mstep: Class 9 contains 30719 members 
Mstep: Class 11 contains 152030 members 
Mstep: Class 12 contains 5591 members 
Mstep: Class 13 contains 12604 members 
Mstep: Class 14 contains 43414 members 
Mstep: Class 15 contains 122078 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 19 contains 10288 members 
Mstep: Class 20 contains 15483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53765300.000000 Penalty: 38887.667969
Iteration 17Q: 19 clusters Score -5.37653e+07 nChanged 13556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12004 members 
Mstep: Class 3 contains 86360 members 
Mstep: Class 4 contains 9883 members 
Mstep: Class 5 contains 24218 members 
Mstep: Class 6 contains 10671 members 
Mstep: Class 7 contains 1657 members 
Mstep: Class 8 contains 30884 members 
Mstep: Class 9 contains 30829 members 
Mstep: Class 11 contains 155646 members 
Mstep: Class 12 contains 5340 members 
Mstep: Class 13 contains 12021 members 
Mstep: Class 14 contains 43786 members 
Mstep: Class 15 contains 122097 members 
Mstep: Class 16 contains 4898 members 
Mstep: Class 18 contains 15042 members 
Mstep: Class 19 contains 10767 members 
Mstep: Class 20 contains 15377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53770512.000000 Penalty: 38887.667969
Iteration 18Q: 19 clusters Score -5.377051e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 86533 members 
Mstep: Class 4 contains 8915 members 
Mstep: Class 5 contains 24672 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 1679 members 
Mstep: Class 8 contains 28492 members 
Mstep: Class 9 contains 31123 members 
Mstep: Class 11 contains 158707 members 
Mstep: Class 12 contains 5097 members 
Mstep: Class 13 contains 11560 members 
Mstep: Class 14 contains 44002 members 
Mstep: Class 15 contains 122136 members 
Mstep: Class 16 contains 4686 members 
Mstep: Class 18 contains 14856 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 15463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2062.686279 but Gain 2160.425781
Score: -53774880.000000 Penalty: 36727.242188
Iteration 19Q: 18 clusters Score -5.377488e+07 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 12441 members 
Mstep: Class 3 contains 86639 members 
Mstep: Class 4 contains 8027 members 
Mstep: Class 5 contains 25071 members 
Mstep: Class 6 contains 10415 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 26077 members 
Mstep: Class 9 contains 31476 members 
Mstep: Class 11 contains 163207 members 
Mstep: Class 12 contains 4873 members 
Mstep: Class 13 contains 11220 members 
Mstep: Class 14 contains 44148 members 
Mstep: Class 15 contains 122186 members 
Mstep: Class 16 contains 4575 members 
Mstep: Class 18 contains 14811 members 
Mstep: Class 19 contains 11697 members 
Mstep: Class 20 contains 15606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53781656.000000 Penalty: 36727.242188
Iteration 20F: 18 clusters Score -5.378166e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 86717 members 
Mstep: Class 4 contains 7264 members 
Mstep: Class 5 contains 25485 members 
Mstep: Class 6 contains 10291 members 
Mstep: Class 7 contains 1723 members 
Mstep: Class 8 contains 23391 members 
Mstep: Class 9 contains 31754 members 
Mstep: Class 11 contains 165469 members 
Mstep: Class 12 contains 4644 members 
Mstep: Class 13 contains 10945 members 
Mstep: Class 14 contains 44100 members 
Mstep: Class 15 contains 122207 members 
Mstep: Class 16 contains 4573 members 
Mstep: Class 18 contains 14837 members 
Mstep: Class 19 contains 12191 members 
Mstep: Class 20 contains 15817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53785480.000000 Penalty: 36727.242188
Iteration 21Q: 18 clusters Score -5.378548e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 13305 members 
Mstep: Class 3 contains 86760 members 
Mstep: Class 4 contains 6610 members 
Mstep: Class 5 contains 25831 members 
Mstep: Class 6 contains 10165 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 20817 members 
Mstep: Class 9 contains 31913 members 
Mstep: Class 11 contains 167490 members 
Mstep: Class 12 contains 4396 members 
Mstep: Class 13 contains 10729 members 
Mstep: Class 14 contains 43995 members 
Mstep: Class 15 contains 122189 members 
Mstep: Class 16 contains 4598 members 
Mstep: Class 18 contains 14934 members 
Mstep: Class 19 contains 12699 members 
Mstep: Class 20 contains 16004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53789400.000000 Penalty: 36727.242188
Iteration 22Q: 18 clusters Score -5.37894e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 14356 members 
Mstep: Class 3 contains 86815 members 
Mstep: Class 4 contains 6093 members 
Mstep: Class 5 contains 26075 members 
Mstep: Class 6 contains 10035 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 18373 members 
Mstep: Class 9 contains 31859 members 
Mstep: Class 11 contains 169344 members 
Mstep: Class 12 contains 4133 members 
Mstep: Class 13 contains 10530 members 
Mstep: Class 14 contains 43829 members 
Mstep: Class 15 contains 121951 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 18 contains 15067 members 
Mstep: Class 19 contains 13158 members 
Mstep: Class 20 contains 16179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53794676.000000 Penalty: 36727.242188
Iteration 23Q: 18 clusters Score -5.379468e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 15798 members 
Mstep: Class 3 contains 86845 members 
Mstep: Class 4 contains 5632 members 
Mstep: Class 5 contains 26182 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 8 contains 16188 members 
Mstep: Class 9 contains 31972 members 
Mstep: Class 11 contains 170926 members 
Mstep: Class 12 contains 3888 members 
Mstep: Class 13 contains 10374 members 
Mstep: Class 14 contains 43615 members 
Mstep: Class 15 contains 121302 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 18 contains 15246 members 
Mstep: Class 19 contains 13558 members 
Mstep: Class 20 contains 16369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53799756.000000 Penalty: 36727.242188
Iteration 24Q: 18 clusters Score -5.379976e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 16857 members 
Mstep: Class 3 contains 86879 members 
Mstep: Class 4 contains 5151 members 
Mstep: Class 5 contains 26190 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 14241 members 
Mstep: Class 9 contains 32765 members 
Mstep: Class 11 contains 172341 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 10234 members 
Mstep: Class 14 contains 43412 members 
Mstep: Class 15 contains 120498 members 
Mstep: Class 16 contains 4707 members 
Mstep: Class 18 contains 15431 members 
Mstep: Class 19 contains 13888 members 
Mstep: Class 20 contains 16530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53802796.000000 Penalty: 36727.242188
Iteration 25Q: 18 clusters Score -5.38028e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 17382 members 
Mstep: Class 3 contains 86917 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 26138 members 
Mstep: Class 6 contains 9340 members 
Mstep: Class 7 contains 1765 members 
Mstep: Class 8 contains 12568 members 
Mstep: Class 9 contains 33814 members 
Mstep: Class 11 contains 173551 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 10111 members 
Mstep: Class 14 contains 43156 members 
Mstep: Class 15 contains 120004 members 
Mstep: Class 16 contains 4745 members 
Mstep: Class 18 contains 15603 members 
Mstep: Class 19 contains 14111 members 
Mstep: Class 20 contains 16685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53805340.000000 Penalty: 36727.242188
Iteration 26Q: 18 clusters Score -5.380534e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 17633 members 
Mstep: Class 3 contains 86937 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 26114 members 
Mstep: Class 6 contains 9098 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 11072 members 
Mstep: Class 9 contains 34821 members 
Mstep: Class 11 contains 174734 members 
Mstep: Class 12 contains 3428 members 
Mstep: Class 13 contains 10001 members 
Mstep: Class 14 contains 42824 members 
Mstep: Class 15 contains 119736 members 
Mstep: Class 16 contains 4778 members 
Mstep: Class 18 contains 15786 members 
Mstep: Class 19 contains 14245 members 
Mstep: Class 20 contains 16839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53807556.000000 Penalty: 36727.242188
Iteration 27Q: 18 clusters Score -5.380756e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 17744 members 
Mstep: Class 3 contains 86955 members 
Mstep: Class 4 contains 4039 members 
Mstep: Class 5 contains 26028 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 9784 members 
Mstep: Class 9 contains 35802 members 
Mstep: Class 11 contains 175871 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 9884 members 
Mstep: Class 14 contains 42399 members 
Mstep: Class 15 contains 119597 members 
Mstep: Class 16 contains 4837 members 
Mstep: Class 18 contains 15919 members 
Mstep: Class 19 contains 14333 members 
Mstep: Class 20 contains 16962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53809232.000000 Penalty: 36727.242188
Iteration 28Q: 18 clusters Score -5.380923e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 17800 members 
Mstep: Class 3 contains 86961 members 
Mstep: Class 4 contains 3786 members 
Mstep: Class 5 contains 25925 members 
Mstep: Class 6 contains 8703 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 8710 members 
Mstep: Class 9 contains 36708 members 
Mstep: Class 11 contains 176964 members 
Mstep: Class 12 contains 3271 members 
Mstep: Class 13 contains 9776 members 
Mstep: Class 14 contains 41912 members 
Mstep: Class 15 contains 119518 members 
Mstep: Class 16 contains 4880 members 
Mstep: Class 18 contains 16041 members 
Mstep: Class 19 contains 14355 members 
Mstep: Class 20 contains 17075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53810340.000000 Penalty: 36727.242188
Iteration 29Q: 18 clusters Score -5.381034e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 17799 members 
Mstep: Class 3 contains 86978 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 25784 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 7725 members 
Mstep: Class 9 contains 37626 members 
Mstep: Class 11 contains 178065 members 
Mstep: Class 12 contains 3216 members 
Mstep: Class 13 contains 9648 members 
Mstep: Class 14 contains 41344 members 
Mstep: Class 15 contains 119480 members 
Mstep: Class 16 contains 4915 members 
Mstep: Class 18 contains 16162 members 
Mstep: Class 19 contains 14376 members 
Mstep: Class 20 contains 17193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53811532.000000 Penalty: 36727.242188
Iteration 30Q: 18 clusters Score -5.381153e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 17810 members 
Mstep: Class 3 contains 87002 members 
Mstep: Class 4 contains 3385 members 
Mstep: Class 5 contains 25596 members 
Mstep: Class 6 contains 8259 members 
Mstep: Class 7 contains 1788 members 
Mstep: Class 8 contains 6966 members 
Mstep: Class 9 contains 38487 members 
Mstep: Class 11 contains 179055 members 
Mstep: Class 12 contains 3150 members 
Mstep: Class 13 contains 9536 members 
Mstep: Class 14 contains 40758 members 
Mstep: Class 15 contains 119461 members 
Mstep: Class 16 contains 4945 members 
Mstep: Class 18 contains 16262 members 
Mstep: Class 19 contains 14376 members 
Mstep: Class 20 contains 17328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53812412.000000 Penalty: 36727.242188
Iteration 31Q: 18 clusters Score -5.381241e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 17817 members 
Mstep: Class 3 contains 87030 members 
Mstep: Class 4 contains 3219 members 
Mstep: Class 5 contains 25369 members 
Mstep: Class 6 contains 8020 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 39366 members 
Mstep: Class 11 contains 179924 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 9446 members 
Mstep: Class 14 contains 40130 members 
Mstep: Class 15 contains 119449 members 
Mstep: Class 16 contains 4961 members 
Mstep: Class 18 contains 16373 members 
Mstep: Class 19 contains 14384 members 
Mstep: Class 20 contains 17448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53813064.000000 Penalty: 36727.242188
Iteration 32Q: 18 clusters Score -5.381306e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 17821 members 
Mstep: Class 3 contains 87051 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 25053 members 
Mstep: Class 6 contains 7760 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 5870 members 
Mstep: Class 9 contains 40292 members 
Mstep: Class 11 contains 180776 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 9370 members 
Mstep: Class 14 contains 39472 members 
Mstep: Class 15 contains 119448 members 
Mstep: Class 16 contains 4969 members 
Mstep: Class 18 contains 16444 members 
Mstep: Class 19 contains 14374 members 
Mstep: Class 20 contains 17564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53813840.000000 Penalty: 36727.242188
Iteration 33Q: 18 clusters Score -5.381384e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 17823 members 
Mstep: Class 3 contains 87065 members 
Mstep: Class 4 contains 2956 members 
Mstep: Class 5 contains 24709 members 
Mstep: Class 6 contains 7528 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 5518 members 
Mstep: Class 9 contains 41179 members 
Mstep: Class 11 contains 181615 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 9283 members 
Mstep: Class 14 contains 38765 members 
Mstep: Class 15 contains 119447 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 18 contains 16502 members 
Mstep: Class 19 contains 14376 members 
Mstep: Class 20 contains 17660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53814388.000000 Penalty: 36727.242188
Iteration 34Q: 18 clusters Score -5.381439e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 17826 members 
Mstep: Class 3 contains 87079 members 
Mstep: Class 4 contains 2835 members 
Mstep: Class 5 contains 24337 members 
Mstep: Class 6 contains 7335 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 42038 members 
Mstep: Class 11 contains 182457 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 9210 members 
Mstep: Class 14 contains 38010 members 
Mstep: Class 15 contains 119445 members 
Mstep: Class 16 contains 5023 members 
Mstep: Class 18 contains 16519 members 
Mstep: Class 19 contains 14383 members 
Mstep: Class 20 contains 17744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53814780.000000 Penalty: 36727.242188
Iteration 35Q: 18 clusters Score -5.381478e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 17814 members 
Mstep: Class 3 contains 87107 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 23966 members 
Mstep: Class 6 contains 7194 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 4983 members 
Mstep: Class 9 contains 42856 members 
Mstep: Class 11 contains 183288 members 
Mstep: Class 12 contains 2840 members 
Mstep: Class 13 contains 9129 members 
Mstep: Class 14 contains 37248 members 
Mstep: Class 15 contains 119443 members 
Mstep: Class 16 contains 5059 members 
Mstep: Class 18 contains 16522 members 
Mstep: Class 19 contains 14381 members 
Mstep: Class 20 contains 17809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53815224.000000 Penalty: 36727.242188
Iteration 36Q: 18 clusters Score -5.381522e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 17819 members 
Mstep: Class 3 contains 87128 members 
Mstep: Class 4 contains 2621 members 
Mstep: Class 5 contains 23577 members 
Mstep: Class 6 contains 7065 members 
Mstep: Class 7 contains 1791 members 
Mstep: Class 8 contains 4757 members 
Mstep: Class 9 contains 43693 members 
Mstep: Class 11 contains 184059 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 9060 members 
Mstep: Class 14 contains 36505 members 
Mstep: Class 15 contains 119439 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 18 contains 16533 members 
Mstep: Class 19 contains 14388 members 
Mstep: Class 20 contains 17883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53815828.000000 Penalty: 36727.242188
Iteration 37Q: 18 clusters Score -5.381583e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 17830 members 
Mstep: Class 3 contains 87147 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 23181 members 
Mstep: Class 6 contains 6942 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 4560 members 
Mstep: Class 9 contains 44563 members 
Mstep: Class 11 contains 184843 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 9014 members 
Mstep: Class 14 contains 35704 members 
Mstep: Class 15 contains 119434 members 
Mstep: Class 16 contains 5100 members 
Mstep: Class 18 contains 16526 members 
Mstep: Class 19 contains 14367 members 
Mstep: Class 20 contains 17961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53816228.000000 Penalty: 36727.242188
Iteration 38Q: 18 clusters Score -5.381623e+07 nChanged 2587
Entering ConstructFrom: 
Score: -53816228.000000 Penalty: 36727.242188
Entering ConstructFrom: 
Trying to split cluster 2 (17829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Entering Unmasked Estep 
Score: -1709701.625000 Penalty: 1590.644531
	Iteration 0F: 2 clusters Score -1709702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1697594.625000 Penalty: 3181.289062
	Iteration 0F: 3 clusters Score -1697595 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1703436.250000 Penalty: 3181.289062
	Iteration 1F: 3 clusters Score -1703436 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1706123.375000 Penalty: 3181.289062
	Iteration 2F: 3 clusters Score -1706123 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1709470.000000 Penalty: 3181.289062
	Iteration 3F: 3 clusters Score -1709470 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1711591.500000 Penalty: 3181.289062
	Iteration 4F: 3 clusters Score -1711592 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1712329.625000 Penalty: 3181.289062
	Iteration 5F: 3 clusters Score -1712330 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1712776.250000 Penalty: 3181.289062
	Iteration 6Q: 3 clusters Score -1712776 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1713256.750000 Penalty: 3181.289062
	Iteration 7Q: 3 clusters Score -1713257 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1713919.500000 Penalty: 3181.289062
	Iteration 8Q: 3 clusters Score -1713920 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1714547.375000 Penalty: 3181.289062
	Iteration 9Q: 3 clusters Score -1714547 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1714944.250000 Penalty: 3181.289062
	Iteration 10Q: 3 clusters Score -1714944 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1715146.875000 Penalty: 3181.289062
	Iteration 11Q: 3 clusters Score -1715147 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1715262.625000 Penalty: 3181.289062
	Iteration 12Q: 3 clusters Score -1715263 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1715326.625000 Penalty: 3181.289062
	Iteration 13Q: 3 clusters Score -1715327 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1715359.625000 Penalty: 3181.289062
	Iteration 14Q: 3 clusters Score -1715360 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1715380.750000 Penalty: 3181.289062
	Iteration 15Q: 3 clusters Score -1715381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1715383.250000 Penalty: 3181.289062
	Iteration 16Q: 3 clusters Score -1715383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1715397.000000 Penalty: 3181.289062
	Iteration 17Q: 3 clusters Score -1715397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1715393.750000 Penalty: 3181.289062
	Iteration 18Q: 3 clusters Score -1715394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1715397.250000 Penalty: 3181.289062
	Iteration 19Q: 3 clusters Score -1715397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1715394.750000 Penalty: 3181.289062
	Iteration 20F: 3 clusters Score -1715395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1715395.750000 Penalty: 3181.289062
	Iteration 21Q: 3 clusters Score -1715396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1715395.625000 Penalty: 3181.289062
	Iteration 22Q: 3 clusters Score -1715396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1715398.000000 Penalty: 3181.289062
	Iteration 23Q: 3 clusters Score -1715398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1715397.625000 Penalty: 3181.289062
	Iteration 24Q: 3 clusters Score -1715398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1715397.875000 Penalty: 3181.289062
	Iteration 25Q: 3 clusters Score -1715398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1715397.875000 Penalty: 3181.289062
	Iteration 26F: 3 clusters Score -1715398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 87160 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 22774 members 
Mstep: Class 6 contains 6834 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 45380 members 
Mstep: Class 11 contains 185666 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 8956 members 
Mstep: Class 14 contains 34883 members 
Mstep: Class 15 contains 119429 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 18 contains 16515 members 
Mstep: Class 19 contains 14362 members 
Mstep: Class 20 contains 18016 members 
Entering Unmasked Estep 
Score: -53821704.000000 Penalty: 38887.667969
Splitting cluster 2 changes total score from -53816228.000000 to -53821704.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (87160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Entering Unmasked Estep 
Score: -7990895.000000 Penalty: 1848.518921
	Iteration 0F: 2 clusters Score -7990895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -7932807.500000 Penalty: 3697.037842
	Iteration 0F: 3 clusters Score -7932808 nChanged 41607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -7957668.500000 Penalty: 3697.037842
	Iteration 1F: 3 clusters Score -7957668 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -7959113.000000 Penalty: 3697.037842
	Iteration 2Q: 3 clusters Score -7959113 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -7961287.500000 Penalty: 3697.037842
	Iteration 3Q: 3 clusters Score -7961288 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -7964069.000000 Penalty: 3697.037842
	Iteration 4F: 3 clusters Score -7964069 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -7967246.000000 Penalty: 3697.037842
	Iteration 5F: 3 clusters Score -7967246 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -7970234.000000 Penalty: 3697.037842
	Iteration 6F: 3 clusters Score -7970234 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -7972436.500000 Penalty: 3697.037842
	Iteration 7F: 3 clusters Score -7972436 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -7973952.500000 Penalty: 3697.037842
	Iteration 8Q: 3 clusters Score -7973952 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -7975079.500000 Penalty: 3697.037842
	Iteration 9Q: 3 clusters Score -7975080 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -7976132.000000 Penalty: 3697.037842
	Iteration 10Q: 3 clusters Score -7976132 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -7977188.500000 Penalty: 3697.037842
	Iteration 11Q: 3 clusters Score -7977188 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -7978384.500000 Penalty: 3697.037842
	Iteration 12Q: 3 clusters Score -7978384 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -7979735.500000 Penalty: 3697.037842
	Iteration 13Q: 3 clusters Score -7979736 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -7981320.000000 Penalty: 3697.037842
	Iteration 14Q: 3 clusters Score -7981320 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -7982914.500000 Penalty: 3697.037842
	Iteration 15Q: 3 clusters Score -7982914 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -7984420.000000 Penalty: 3697.037842
	Iteration 16Q: 3 clusters Score -7984420 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 78196 members 
Entering Unmasked Estep 
Score: -7985772.500000 Penalty: 3697.037842
	Iteration 17Q: 3 clusters Score -7985772 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -7986822.000000 Penalty: 3697.037842
	Iteration 18Q: 3 clusters Score -7986822 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 81953 members 
Entering Unmasked Estep 
Score: -7987576.500000 Penalty: 3697.037842
	Iteration 19Q: 3 clusters Score -7987576 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -7988079.000000 Penalty: 3697.037842
	Iteration 20F: 3 clusters Score -7988079 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -7988463.000000 Penalty: 3697.037842
	Iteration 21Q: 3 clusters Score -7988463 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
Score: -7988719.000000 Penalty: 3697.037842
	Iteration 22Q: 3 clusters Score -7988719 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -7988890.500000 Penalty: 3697.037842
	Iteration 23Q: 3 clusters Score -7988890 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 85359 members 
Entering Unmasked Estep 
Score: -7989025.500000 Penalty: 3697.037842
	Iteration 24Q: 3 clusters Score -7989026 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 85581 members 
Entering Unmasked Estep 
Score: -7989127.000000 Penalty: 3697.037842
	Iteration 25Q: 3 clusters Score -7989127 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -7989192.000000 Penalty: 3697.037842
	Iteration 26Q: 3 clusters Score -7989192 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -7989259.500000 Penalty: 3697.037842
	Iteration 27Q: 3 clusters Score -7989260 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 85982 members 
Entering Unmasked Estep 
Score: -7989288.500000 Penalty: 3697.037842
	Iteration 28Q: 3 clusters Score -7989288 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -7989323.500000 Penalty: 3697.037842
	Iteration 29Q: 3 clusters Score -7989324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -7989352.500000 Penalty: 3697.037842
	Iteration 30Q: 3 clusters Score -7989352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -7989393.000000 Penalty: 3697.037842
	Iteration 31Q: 3 clusters Score -7989393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -7989409.500000 Penalty: 3697.037842
	Iteration 32Q: 3 clusters Score -7989410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 86250 members 
Entering Unmasked Estep 
Score: -7989420.000000 Penalty: 3697.037842
	Iteration 33Q: 3 clusters Score -7989420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -7989438.000000 Penalty: 3697.037842
	Iteration 34Q: 3 clusters Score -7989438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -7989441.000000 Penalty: 3697.037842
	Iteration 35Q: 3 clusters Score -7989441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
Score: -7989458.000000 Penalty: 3697.037842
	Iteration 36Q: 3 clusters Score -7989458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 86330 members 
Entering Unmasked Estep 
Score: -7989476.000000 Penalty: 3697.037842
	Iteration 37Q: 3 clusters Score -7989476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -7989484.500000 Penalty: 3697.037842
	Iteration 38Q: 3 clusters Score -7989484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 86371 members 
Entering Unmasked Estep 
Score: -7989497.500000 Penalty: 3697.037842
	Iteration 39Q: 3 clusters Score -7989498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -7989502.500000 Penalty: 3697.037842
	Iteration 40F: 3 clusters Score -7989502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -7989513.000000 Penalty: 3697.037842
	Iteration 41Q: 3 clusters Score -7989513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 86409 members 
Entering Unmasked Estep 
Score: -7989528.000000 Penalty: 3697.037842
	Iteration 42Q: 3 clusters Score -7989528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 86415 members 
Entering Unmasked Estep 
Score: -7989529.500000 Penalty: 3697.037842
	Iteration 43Q: 3 clusters Score -7989530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -7989534.000000 Penalty: 3697.037842
	Iteration 44Q: 3 clusters Score -7989534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 86433 members 
Entering Unmasked Estep 
Score: -7989532.000000 Penalty: 3697.037842
	Iteration 45Q: 3 clusters Score -7989532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -7989549.000000 Penalty: 3697.037842
	Iteration 46Q: 3 clusters Score -7989549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -7989546.500000 Penalty: 3697.037842
	Iteration 47Q: 3 clusters Score -7989546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 86449 members 
Entering Unmasked Estep 
Score: -7989549.000000 Penalty: 3697.037842
	Iteration 48Q: 3 clusters Score -7989549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -7989552.000000 Penalty: 3697.037842
	Iteration 49Q: 3 clusters Score -7989552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -7989548.000000 Penalty: 3697.037842
	Iteration 50Q: 3 clusters Score -7989548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -7989552.000000 Penalty: 3697.037842
	Iteration 51Q: 3 clusters Score -7989552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -7989547.500000 Penalty: 3697.037842
	Iteration 52Q: 3 clusters Score -7989548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -7989550.500000 Penalty: 3697.037842
	Iteration 53Q: 3 clusters Score -7989550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -7989555.000000 Penalty: 3697.037842
	Iteration 54Q: 3 clusters Score -7989555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -7989554.000000 Penalty: 3697.037842
	Iteration 55Q: 3 clusters Score -7989554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -7989553.000000 Penalty: 3697.037842
	Iteration 56Q: 3 clusters Score -7989553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -7989553.000000 Penalty: 3697.037842
	Iteration 57F: 3 clusters Score -7989553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -219068.296875 Penalty: 1263.277466
	Iteration 0F: 2 clusters Score -219068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -216723.796875 Penalty: 2526.554932
	Iteration 0F: 3 clusters Score -216723.8 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -217229.968750 Penalty: 2526.554932
	Iteration 1F: 3 clusters Score -217230 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -217375.531250 Penalty: 2526.554932
	Iteration 2F: 3 clusters Score -217375.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217459.359375 Penalty: 2526.554932
	Iteration 3F: 3 clusters Score -217459.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -217520.921875 Penalty: 2526.554932
	Iteration 4Q: 3 clusters Score -217520.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217559.250000 Penalty: 2526.554932
	Iteration 5Q: 3 clusters Score -217559.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -217586.218750 Penalty: 2526.554932
	Iteration 6Q: 3 clusters Score -217586.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -217610.812500 Penalty: 2526.554932
	Iteration 7Q: 3 clusters Score -217610.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -217631.734375 Penalty: 2526.554932
	Iteration 8Q: 3 clusters Score -217631.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -217649.093750 Penalty: 2526.554932
	Iteration 9Q: 3 clusters Score -217649.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -217666.515625 Penalty: 2526.554932
	Iteration 10Q: 3 clusters Score -217666.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -217687.062500 Penalty: 2526.554932
	Iteration 11Q: 3 clusters Score -217687.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -217701.890625 Penalty: 2526.554932
	Iteration 12Q: 3 clusters Score -217701.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -217716.234375 Penalty: 2526.554932
	Iteration 13Q: 3 clusters Score -217716.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -217730.734375 Penalty: 2526.554932
	Iteration 14Q: 3 clusters Score -217730.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -217739.687500 Penalty: 2526.554932
	Iteration 15Q: 3 clusters Score -217739.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -217745.671875 Penalty: 2526.554932
	Iteration 16Q: 3 clusters Score -217745.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -217752.578125 Penalty: 2526.554932
	Iteration 17Q: 3 clusters Score -217752.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -217763.906250 Penalty: 2526.554932
	Iteration 18Q: 3 clusters Score -217763.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -217771.937500 Penalty: 2526.554932
	Iteration 19Q: 3 clusters Score -217771.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -217778.671875 Penalty: 2526.554932
	Iteration 20F: 3 clusters Score -217778.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -217786.421875 Penalty: 2526.554932
	Iteration 21Q: 3 clusters Score -217786.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -217795.000000 Penalty: 2526.554932
	Iteration 22Q: 3 clusters Score -217795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -217803.765625 Penalty: 2526.554932
	Iteration 23Q: 3 clusters Score -217803.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -217814.078125 Penalty: 2526.554932
	Iteration 24Q: 3 clusters Score -217814.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -217827.406250 Penalty: 2526.554932
	Iteration 25Q: 3 clusters Score -217827.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -217844.796875 Penalty: 2526.554932
	Iteration 26Q: 3 clusters Score -217844.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -217862.703125 Penalty: 2526.554932
	Iteration 27Q: 3 clusters Score -217862.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -217876.187500 Penalty: 2526.554932
	Iteration 28Q: 3 clusters Score -217876.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -217883.984375 Penalty: 2526.554932
	Iteration 29Q: 3 clusters Score -217884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -217890.796875 Penalty: 2526.554932
	Iteration 30Q: 3 clusters Score -217890.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -217895.562500 Penalty: 2526.554932
	Iteration 31Q: 3 clusters Score -217895.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -217900.968750 Penalty: 2526.554932
	Iteration 32Q: 3 clusters Score -217901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -217908.687500 Penalty: 2526.554932
	Iteration 33Q: 3 clusters Score -217908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -217912.765625 Penalty: 2526.554932
	Iteration 34Q: 3 clusters Score -217912.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -217914.843750 Penalty: 2526.554932
	Iteration 35Q: 3 clusters Score -217914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -217916.421875 Penalty: 2526.554932
	Iteration 36Q: 3 clusters Score -217916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -217918.265625 Penalty: 2526.554932
	Iteration 37Q: 3 clusters Score -217918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -217918.765625 Penalty: 2526.554932
	Iteration 38Q: 3 clusters Score -217918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -217918.765625 Penalty: 2526.554932
	Iteration 39F: 3 clusters Score -217918.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Entering Unmasked Estep 
Score: -2074636.125000 Penalty: 1630.423462
	Iteration 0F: 2 clusters Score -2074636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2059294.625000 Penalty: 3260.846924
	Iteration 0F: 3 clusters Score -2059295 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2065777.500000 Penalty: 3260.846924
	Iteration 1F: 3 clusters Score -2065778 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2066601.000000 Penalty: 3260.846924
	Iteration 2F: 3 clusters Score -2066601 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2067354.875000 Penalty: 3260.846924
	Iteration 3F: 3 clusters Score -2067355 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2068061.875000 Penalty: 3260.846924
	Iteration 4F: 3 clusters Score -2068062 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2068851.750000 Penalty: 3260.846924
	Iteration 5F: 3 clusters Score -2068852 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2069674.250000 Penalty: 3260.846924
	Iteration 6F: 3 clusters Score -2069674 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2070474.625000 Penalty: 3260.846924
	Iteration 7F: 3 clusters Score -2070475 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2071119.000000 Penalty: 3260.846924
	Iteration 8Q: 3 clusters Score -2071119 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2071524.125000 Penalty: 3260.846924
	Iteration 9Q: 3 clusters Score -2071524 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2071806.875000 Penalty: 3260.846924
	Iteration 10Q: 3 clusters Score -2071807 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2072007.375000 Penalty: 3260.846924
	Iteration 11Q: 3 clusters Score -2072007 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2072129.250000 Penalty: 3260.846924
	Iteration 12Q: 3 clusters Score -2072129 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2072213.750000 Penalty: 3260.846924
	Iteration 13Q: 3 clusters Score -2072214 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2072299.625000 Penalty: 3260.846924
	Iteration 14Q: 3 clusters Score -2072300 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2072368.625000 Penalty: 3260.846924
	Iteration 15Q: 3 clusters Score -2072369 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2072452.625000 Penalty: 3260.846924
	Iteration 16Q: 3 clusters Score -2072453 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2072539.125000 Penalty: 3260.846924
	Iteration 17Q: 3 clusters Score -2072539 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2072617.125000 Penalty: 3260.846924
	Iteration 18Q: 3 clusters Score -2072617 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2072691.375000 Penalty: 3260.846924
	Iteration 19Q: 3 clusters Score -2072691 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2072752.750000 Penalty: 3260.846924
	Iteration 20F: 3 clusters Score -2072753 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2072830.250000 Penalty: 3260.846924
	Iteration 21Q: 3 clusters Score -2072830 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2072905.750000 Penalty: 3260.846924
	Iteration 22Q: 3 clusters Score -2072906 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2072998.875000 Penalty: 3260.846924
	Iteration 23Q: 3 clusters Score -2072999 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2073107.500000 Penalty: 3260.846924
	Iteration 24Q: 3 clusters Score -2073108 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2073215.875000 Penalty: 3260.846924
	Iteration 25Q: 3 clusters Score -2073216 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2073347.875000 Penalty: 3260.846924
	Iteration 26Q: 3 clusters Score -2073348 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2073460.500000 Penalty: 3260.846924
	Iteration 27Q: 3 clusters Score -2073460 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2073596.500000 Penalty: 3260.846924
	Iteration 28Q: 3 clusters Score -2073596 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2073754.000000 Penalty: 3260.846924
	Iteration 29Q: 3 clusters Score -2073754 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2073929.500000 Penalty: 3260.846924
	Iteration 30Q: 3 clusters Score -2073930 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2074139.875000 Penalty: 3260.846924
	Iteration 31Q: 3 clusters Score -2074140 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2074382.500000 Penalty: 3260.846924
	Iteration 32Q: 3 clusters Score -2074382 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2074608.750000 Penalty: 3260.846924
	Iteration 33Q: 3 clusters Score -2074609 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2074866.875000 Penalty: 3260.846924
	Iteration 34Q: 3 clusters Score -2074867 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2075101.375000 Penalty: 3260.846924
	Iteration 35Q: 3 clusters Score -2075101 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2075246.625000 Penalty: 3260.846924
	Iteration 36Q: 3 clusters Score -2075247 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2075387.875000 Penalty: 3260.846924
	Iteration 37Q: 3 clusters Score -2075388 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2075519.625000 Penalty: 3260.846924
	Iteration 38Q: 3 clusters Score -2075520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2075636.500000 Penalty: 3260.846924
	Iteration 39Q: 3 clusters Score -2075636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2075687.625000 Penalty: 3260.846924
	Iteration 40F: 3 clusters Score -2075688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2075701.750000 Penalty: 3260.846924
	Iteration 41Q: 3 clusters Score -2075702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2075706.750000 Penalty: 3260.846924
	Iteration 42Q: 3 clusters Score -2075707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2075709.625000 Penalty: 3260.846924
	Iteration 43Q: 3 clusters Score -2075710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2075710.000000 Penalty: 3260.846924
	Iteration 44Q: 3 clusters Score -2075710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2075708.750000 Penalty: 3260.846924
	Iteration 45Q: 3 clusters Score -2075709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2075709.375000 Penalty: 3260.846924
	Iteration 46Q: 3 clusters Score -2075709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2075709.375000 Penalty: 3260.846924
	Iteration 47F: 3 clusters Score -2075709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 87160 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 1551 members 
Mstep: Class 6 contains 6834 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 45380 members 
Mstep: Class 10 contains 21223 members 
Mstep: Class 11 contains 185666 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 8956 members 
Mstep: Class 14 contains 34883 members 
Mstep: Class 15 contains 119429 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 18 contains 16515 members 
Mstep: Class 19 contains 14362 members 
Mstep: Class 20 contains 18016 members 
Entering Unmasked Estep 
Score: -53822272.000000 Penalty: 41048.093750
Splitting cluster 5 changes total score from -53816228.000000 to -53822272.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (6834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Entering Unmasked Estep 
Score: -604090.875000 Penalty: 1434.820557
	Iteration 0F: 2 clusters Score -604090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -598940.625000 Penalty: 2869.641113
	Iteration 0F: 3 clusters Score -598940.6 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -600600.125000 Penalty: 2869.641113
	Iteration 1F: 3 clusters Score -600600.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -600981.437500 Penalty: 2869.641113
	Iteration 2F: 3 clusters Score -600981.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -601352.812500 Penalty: 2869.641113
	Iteration 3F: 3 clusters Score -601352.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -601814.625000 Penalty: 2869.641113
	Iteration 4F: 3 clusters Score -601814.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -602330.312500 Penalty: 2869.641113
	Iteration 5F: 3 clusters Score -602330.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -602846.000000 Penalty: 2869.641113
	Iteration 6F: 3 clusters Score -602846 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -603312.250000 Penalty: 2869.641113
	Iteration 7F: 3 clusters Score -603312.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -603649.062500 Penalty: 2869.641113
	Iteration 8Q: 3 clusters Score -603649.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -603846.562500 Penalty: 2869.641113
	Iteration 9Q: 3 clusters Score -603846.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -603955.125000 Penalty: 2869.641113
	Iteration 10Q: 3 clusters Score -603955.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -604026.875000 Penalty: 2869.641113
	Iteration 11Q: 3 clusters Score -604026.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -604062.562500 Penalty: 2869.641113
	Iteration 12Q: 3 clusters Score -604062.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -604084.125000 Penalty: 2869.641113
	Iteration 13Q: 3 clusters Score -604084.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -604092.875000 Penalty: 2869.641113
	Iteration 14Q: 3 clusters Score -604092.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -604099.125000 Penalty: 2869.641113
	Iteration 15Q: 3 clusters Score -604099.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -604103.000000 Penalty: 2869.641113
	Iteration 16Q: 3 clusters Score -604103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -604106.062500 Penalty: 2869.641113
	Iteration 17Q: 3 clusters Score -604106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -604107.625000 Penalty: 2869.641113
	Iteration 18Q: 3 clusters Score -604107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -604109.062500 Penalty: 2869.641113
	Iteration 19Q: 3 clusters Score -604109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -604110.812500 Penalty: 2869.641113
	Iteration 20F: 3 clusters Score -604110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -604112.125000 Penalty: 2869.641113
	Iteration 21Q: 3 clusters Score -604112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -604112.125000 Penalty: 2869.641113
	Iteration 22F: 3 clusters Score -604112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 87160 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 1551 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 45380 members 
Mstep: Class 10 contains 21223 members 
Mstep: Class 11 contains 185666 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 8956 members 
Mstep: Class 14 contains 34883 members 
Mstep: Class 15 contains 119429 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 16515 members 
Mstep: Class 19 contains 14362 members 
Mstep: Class 20 contains 18016 members 
Entering Unmasked Estep 
Score: -53821596.000000 Penalty: 43208.519531
Splitting cluster 6 changes total score from -53816228.000000 to -53821596.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 7 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -138173.859375 Penalty: 1215.569580
	Iteration 0F: 2 clusters Score -138173.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -136353.750000 Penalty: 2431.139160
	Iteration 0F: 3 clusters Score -136353.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -137194.531250 Penalty: 2431.139160
	Iteration 1F: 3 clusters Score -137194.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -137885.031250 Penalty: 2431.139160
	Iteration 2F: 3 clusters Score -137885 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -138297.703125 Penalty: 2431.139160
	Iteration 3F: 3 clusters Score -138297.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -138604.968750 Penalty: 2431.139160
	Iteration 4F: 3 clusters Score -138605 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -138835.765625 Penalty: 2431.139160
	Iteration 5Q: 3 clusters Score -138835.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -138963.656250 Penalty: 2431.139160
	Iteration 6Q: 3 clusters Score -138963.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -139075.921875 Penalty: 2431.139160
	Iteration 7Q: 3 clusters Score -139075.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -139147.609375 Penalty: 2431.139160
	Iteration 8Q: 3 clusters Score -139147.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -139179.765625 Penalty: 2431.139160
	Iteration 9Q: 3 clusters Score -139179.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -139195.234375 Penalty: 2431.139160
	Iteration 10Q: 3 clusters Score -139195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -139205.078125 Penalty: 2431.139160
	Iteration 11Q: 3 clusters Score -139205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -139211.203125 Penalty: 2431.139160
	Iteration 12Q: 3 clusters Score -139211.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -139225.937500 Penalty: 2431.139160
	Iteration 13Q: 3 clusters Score -139225.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -139264.031250 Penalty: 2431.139160
	Iteration 14Q: 3 clusters Score -139264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -139287.765625 Penalty: 2431.139160
	Iteration 15Q: 3 clusters Score -139287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -139296.546875 Penalty: 2431.139160
	Iteration 16Q: 3 clusters Score -139296.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -139300.671875 Penalty: 2431.139160
	Iteration 17Q: 3 clusters Score -139300.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -139300.671875 Penalty: 2431.139160
	Iteration 18F: 3 clusters Score -139300.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 87160 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 1551 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 45380 members 
Mstep: Class 10 contains 21223 members 
Mstep: Class 11 contains 185666 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 8956 members 
Mstep: Class 14 contains 34883 members 
Mstep: Class 15 contains 119429 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 16515 members 
Mstep: Class 19 contains 14362 members 
Mstep: Class 20 contains 18016 members 
Mstep: Class 21 contains 1269 members 
Entering Unmasked Estep 
Score: -53821740.000000 Penalty: 45368.945312
Splitting cluster 7 changes total score from -53816228.000000 to -53821740.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -400526.968750 Penalty: 1363.971191
	Iteration 0F: 2 clusters Score -400527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -396898.812500 Penalty: 2727.942383
	Iteration 0F: 3 clusters Score -396898.8 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -397936.593750 Penalty: 2727.942383
	Iteration 1F: 3 clusters Score -397936.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -398115.562500 Penalty: 2727.942383
	Iteration 2F: 3 clusters Score -398115.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -398230.343750 Penalty: 2727.942383
	Iteration 3F: 3 clusters Score -398230.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -398305.593750 Penalty: 2727.942383
	Iteration 4Q: 3 clusters Score -398305.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -398367.687500 Penalty: 2727.942383
	Iteration 5Q: 3 clusters Score -398367.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -398409.531250 Penalty: 2727.942383
	Iteration 6Q: 3 clusters Score -398409.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -398443.781250 Penalty: 2727.942383
	Iteration 7Q: 3 clusters Score -398443.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -398469.906250 Penalty: 2727.942383
	Iteration 8Q: 3 clusters Score -398469.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -398496.875000 Penalty: 2727.942383
	Iteration 9Q: 3 clusters Score -398496.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -398531.125000 Penalty: 2727.942383
	Iteration 10Q: 3 clusters Score -398531.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -398567.406250 Penalty: 2727.942383
	Iteration 11Q: 3 clusters Score -398567.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -398602.812500 Penalty: 2727.942383
	Iteration 12Q: 3 clusters Score -398602.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -398637.218750 Penalty: 2727.942383
	Iteration 13Q: 3 clusters Score -398637.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -398679.375000 Penalty: 2727.942383
	Iteration 14Q: 3 clusters Score -398679.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -398728.250000 Penalty: 2727.942383
	Iteration 15Q: 3 clusters Score -398728.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -398767.500000 Penalty: 2727.942383
	Iteration 16Q: 3 clusters Score -398767.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -398798.562500 Penalty: 2727.942383
	Iteration 17Q: 3 clusters Score -398798.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -398834.156250 Penalty: 2727.942383
	Iteration 18Q: 3 clusters Score -398834.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -398862.093750 Penalty: 2727.942383
	Iteration 19Q: 3 clusters Score -398862.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -398886.718750 Penalty: 2727.942383
	Iteration 20F: 3 clusters Score -398886.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -398906.687500 Penalty: 2727.942383
	Iteration 21Q: 3 clusters Score -398906.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -398920.250000 Penalty: 2727.942383
	Iteration 22Q: 3 clusters Score -398920.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -398935.375000 Penalty: 2727.942383
	Iteration 23Q: 3 clusters Score -398935.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -398947.812500 Penalty: 2727.942383
	Iteration 24Q: 3 clusters Score -398947.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -398959.875000 Penalty: 2727.942383
	Iteration 25Q: 3 clusters Score -398959.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -398975.750000 Penalty: 2727.942383
	Iteration 26Q: 3 clusters Score -398975.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -398987.593750 Penalty: 2727.942383
	Iteration 27Q: 3 clusters Score -398987.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -398995.937500 Penalty: 2727.942383
	Iteration 28Q: 3 clusters Score -398995.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -399004.218750 Penalty: 2727.942383
	Iteration 29Q: 3 clusters Score -399004.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -399009.000000 Penalty: 2727.942383
	Iteration 30Q: 3 clusters Score -399009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -399013.468750 Penalty: 2727.942383
	Iteration 31Q: 3 clusters Score -399013.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -399016.687500 Penalty: 2727.942383
	Iteration 32Q: 3 clusters Score -399016.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -399020.250000 Penalty: 2727.942383
	Iteration 33Q: 3 clusters Score -399020.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -399024.875000 Penalty: 2727.942383
	Iteration 34Q: 3 clusters Score -399024.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -399028.937500 Penalty: 2727.942383
	Iteration 35Q: 3 clusters Score -399028.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -399033.093750 Penalty: 2727.942383
	Iteration 36Q: 3 clusters Score -399033.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -399037.343750 Penalty: 2727.942383
	Iteration 37Q: 3 clusters Score -399037.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -399039.906250 Penalty: 2727.942383
	Iteration 38Q: 3 clusters Score -399039.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -399041.875000 Penalty: 2727.942383
	Iteration 39Q: 3 clusters Score -399041.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -399043.343750 Penalty: 2727.942383
	Iteration 40F: 3 clusters Score -399043.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -399043.875000 Penalty: 2727.942383
	Iteration 41Q: 3 clusters Score -399043.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -399046.187500 Penalty: 2727.942383
	Iteration 42Q: 3 clusters Score -399046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -399048.875000 Penalty: 2727.942383
	Iteration 43Q: 3 clusters Score -399048.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -399050.750000 Penalty: 2727.942383
	Iteration 44Q: 3 clusters Score -399050.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -399053.906250 Penalty: 2727.942383
	Iteration 45Q: 3 clusters Score -399053.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -399056.187500 Penalty: 2727.942383
	Iteration 46Q: 3 clusters Score -399056.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -399060.156250 Penalty: 2727.942383
	Iteration 47Q: 3 clusters Score -399060.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -399064.968750 Penalty: 2727.942383
	Iteration 48Q: 3 clusters Score -399065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -399072.750000 Penalty: 2727.942383
	Iteration 49Q: 3 clusters Score -399072.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -399078.031250 Penalty: 2727.942383
	Iteration 50Q: 3 clusters Score -399078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -399083.187500 Penalty: 2727.942383
	Iteration 51Q: 3 clusters Score -399083.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -399087.125000 Penalty: 2727.942383
	Iteration 52Q: 3 clusters Score -399087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -399089.062500 Penalty: 2727.942383
	Iteration 53Q: 3 clusters Score -399089.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -399091.312500 Penalty: 2727.942383
	Iteration 54Q: 3 clusters Score -399091.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -399094.218750 Penalty: 2727.942383
	Iteration 55Q: 3 clusters Score -399094.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -399094.468750 Penalty: 2727.942383
	Iteration 56Q: 3 clusters Score -399094.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -399095.468750 Penalty: 2727.942383
	Iteration 57Q: 3 clusters Score -399095.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -399097.093750 Penalty: 2727.942383
	Iteration 58Q: 3 clusters Score -399097.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -399100.218750 Penalty: 2727.942383
	Iteration 59Q: 3 clusters Score -399100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -399101.625000 Penalty: 2727.942383
	Iteration 60F: 3 clusters Score -399101.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -399105.093750 Penalty: 2727.942383
	Iteration 61Q: 3 clusters Score -399105.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -399107.250000 Penalty: 2727.942383
	Iteration 62Q: 3 clusters Score -399107.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -399107.687500 Penalty: 2727.942383
	Iteration 63Q: 3 clusters Score -399107.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -399109.343750 Penalty: 2727.942383
	Iteration 64Q: 3 clusters Score -399109.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -399111.531250 Penalty: 2727.942383
	Iteration 65Q: 3 clusters Score -399111.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -399113.593750 Penalty: 2727.942383
	Iteration 66Q: 3 clusters Score -399113.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -399114.843750 Penalty: 2727.942383
	Iteration 67Q: 3 clusters Score -399114.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -399116.468750 Penalty: 2727.942383
	Iteration 68Q: 3 clusters Score -399116.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -399117.500000 Penalty: 2727.942383
	Iteration 69Q: 3 clusters Score -399117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -399117.718750 Penalty: 2727.942383
	Iteration 70Q: 3 clusters Score -399117.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -399120.125000 Penalty: 2727.942383
	Iteration 71Q: 3 clusters Score -399120.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -399123.343750 Penalty: 2727.942383
	Iteration 72Q: 3 clusters Score -399123.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -399125.531250 Penalty: 2727.942383
	Iteration 73Q: 3 clusters Score -399125.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -399127.500000 Penalty: 2727.942383
	Iteration 74Q: 3 clusters Score -399127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -399128.375000 Penalty: 2727.942383
	Iteration 75Q: 3 clusters Score -399128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -399131.343750 Penalty: 2727.942383
	Iteration 76Q: 3 clusters Score -399131.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -399132.218750 Penalty: 2727.942383
	Iteration 77Q: 3 clusters Score -399132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -399132.156250 Penalty: 2727.942383
	Iteration 78Q: 3 clusters Score -399132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -399132.406250 Penalty: 2727.942383
	Iteration 79Q: 3 clusters Score -399132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -399133.031250 Penalty: 2727.942383
	Iteration 80F: 3 clusters Score -399133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -399133.187500 Penalty: 2727.942383
	Iteration 81Q: 3 clusters Score -399133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -399134.000000 Penalty: 2727.942383
	Iteration 82Q: 3 clusters Score -399134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -399134.343750 Penalty: 2727.942383
	Iteration 83Q: 3 clusters Score -399134.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -399134.531250 Penalty: 2727.942383
	Iteration 84Q: 3 clusters Score -399134.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -399135.187500 Penalty: 2727.942383
	Iteration 85Q: 3 clusters Score -399135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -399135.312500 Penalty: 2727.942383
	Iteration 86Q: 3 clusters Score -399135.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -399135.281250 Penalty: 2727.942383
	Iteration 87Q: 3 clusters Score -399135.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -399136.062500 Penalty: 2727.942383
	Iteration 88Q: 3 clusters Score -399136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -399137.125000 Penalty: 2727.942383
	Iteration 89Q: 3 clusters Score -399137.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -399138.156250 Penalty: 2727.942383
	Iteration 90Q: 3 clusters Score -399138.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -399138.156250 Penalty: 2727.942383
	Iteration 91F: 3 clusters Score -399138.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Entering Unmasked Estep 
Score: -4166059.750000 Penalty: 1742.459351
	Iteration 0F: 2 clusters Score -4166060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -4135764.750000 Penalty: 3484.918701
	Iteration 0F: 3 clusters Score -4135765 nChanged 21042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -4147441.250000 Penalty: 3484.918701
	Iteration 1F: 3 clusters Score -4147441 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -4147756.500000 Penalty: 3484.918701
	Iteration 2Q: 3 clusters Score -4147756 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -4148105.000000 Penalty: 3484.918701
	Iteration 3Q: 3 clusters Score -4148105 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -4148498.500000 Penalty: 3484.918701
	Iteration 4Q: 3 clusters Score -4148498 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -4149054.000000 Penalty: 3484.918701
	Iteration 5Q: 3 clusters Score -4149054 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -4149885.500000 Penalty: 3484.918701
	Iteration 6Q: 3 clusters Score -4149886 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -4151410.500000 Penalty: 3484.918701
	Iteration 7F: 3 clusters Score -4151410 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4153868.000000 Penalty: 3484.918701
	Iteration 8F: 3 clusters Score -4153868 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -4157113.500000 Penalty: 3484.918701
	Iteration 9F: 3 clusters Score -4157114 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -4160254.000000 Penalty: 3484.918701
	Iteration 10F: 3 clusters Score -4160254 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -4162442.750000 Penalty: 3484.918701
	Iteration 11Q: 3 clusters Score -4162443 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4163681.250000 Penalty: 3484.918701
	Iteration 12Q: 3 clusters Score -4163681 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4164328.500000 Penalty: 3484.918701
	Iteration 13Q: 3 clusters Score -4164328 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4164593.500000 Penalty: 3484.918701
	Iteration 14Q: 3 clusters Score -4164594 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4164692.500000 Penalty: 3484.918701
	Iteration 15Q: 3 clusters Score -4164692 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4164758.750000 Penalty: 3484.918701
	Iteration 16Q: 3 clusters Score -4164759 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4164804.500000 Penalty: 3484.918701
	Iteration 17Q: 3 clusters Score -4164804 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4164818.750000 Penalty: 3484.918701
	Iteration 18Q: 3 clusters Score -4164819 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4164843.750000 Penalty: 3484.918701
	Iteration 19Q: 3 clusters Score -4164844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4164858.500000 Penalty: 3484.918701
	Iteration 20F: 3 clusters Score -4164858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4164875.000000 Penalty: 3484.918701
	Iteration 21Q: 3 clusters Score -4164875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4164892.250000 Penalty: 3484.918701
	Iteration 22Q: 3 clusters Score -4164892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4164900.250000 Penalty: 3484.918701
	Iteration 23Q: 3 clusters Score -4164900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4164908.000000 Penalty: 3484.918701
	Iteration 24Q: 3 clusters Score -4164908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4164911.500000 Penalty: 3484.918701
	Iteration 25Q: 3 clusters Score -4164912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4164910.250000 Penalty: 3484.918701
	Iteration 26Q: 3 clusters Score -4164910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4164909.000000 Penalty: 3484.918701
	Iteration 27Q: 3 clusters Score -4164909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4164916.000000 Penalty: 3484.918701
	Iteration 28Q: 3 clusters Score -4164916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4164914.500000 Penalty: 3484.918701
	Iteration 29Q: 3 clusters Score -4164914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4164914.500000 Penalty: 3484.918701
	Iteration 30Q: 3 clusters Score -4164914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4164914.500000 Penalty: 3484.918701
	Iteration 31Q: 3 clusters Score -4164914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4164913.250000 Penalty: 3484.918701
	Iteration 32Q: 3 clusters Score -4164913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4164914.500000 Penalty: 3484.918701
	Iteration 33Q: 3 clusters Score -4164914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4164914.500000 Penalty: 3484.918701
	Iteration 34F: 3 clusters Score -4164914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (185666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185666 members 
Entering Unmasked Estep 
Score: -17010072.000000 Penalty: 1971.401978
	Iteration 0F: 2 clusters Score -1.701007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 92735 members 
Entering Unmasked Estep 
Score: -16886318.000000 Penalty: 3942.803955
	Iteration 0F: 3 clusters Score -1.688632e+07 nChanged 89868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93511 members 
Mstep: Class 2 contains 92155 members 
Entering Unmasked Estep 
Score: -16938956.000000 Penalty: 3942.803955
	Iteration 1F: 3 clusters Score -1.693896e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93848 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -16939646.000000 Penalty: 3942.803955
	Iteration 2Q: 3 clusters Score -1.693965e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 91343 members 
Entering Unmasked Estep 
Score: -16940450.000000 Penalty: 3942.803955
	Iteration 3Q: 3 clusters Score -1.694045e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 90619 members 
Entering Unmasked Estep 
Score: -16941516.000000 Penalty: 3942.803955
	Iteration 4Q: 3 clusters Score -1.694152e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -16942822.000000 Penalty: 3942.803955
	Iteration 5Q: 3 clusters Score -1.694282e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -16944672.000000 Penalty: 3942.803955
	Iteration 6Q: 3 clusters Score -1.694467e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -16947014.000000 Penalty: 3942.803955
	Iteration 7Q: 3 clusters Score -1.694701e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105534 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -16950570.000000 Penalty: 3942.803955
	Iteration 8Q: 3 clusters Score -1.695057e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111692 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -16956008.000000 Penalty: 3942.803955
	Iteration 9Q: 3 clusters Score -1.695601e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -16963136.000000 Penalty: 3942.803955
	Iteration 10F: 3 clusters Score -1.696314e+07 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127527 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -16971310.000000 Penalty: 3942.803955
	Iteration 11F: 3 clusters Score -1.697131e+07 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134793 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -16978352.000000 Penalty: 3942.803955
	Iteration 12F: 3 clusters Score -1.697835e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140858 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -16983154.000000 Penalty: 3942.803955
	Iteration 13Q: 3 clusters Score -1.698315e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146020 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -16986610.000000 Penalty: 3942.803955
	Iteration 14Q: 3 clusters Score -1.698661e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150758 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -16989138.000000 Penalty: 3942.803955
	Iteration 15Q: 3 clusters Score -1.698914e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155277 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -16991420.000000 Penalty: 3942.803955
	Iteration 16Q: 3 clusters Score -1.699142e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159647 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -16993700.000000 Penalty: 3942.803955
	Iteration 17Q: 3 clusters Score -1.69937e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163808 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -16995996.000000 Penalty: 3942.803955
	Iteration 18Q: 3 clusters Score -1.6996e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167672 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -16998152.000000 Penalty: 3942.803955
	Iteration 19Q: 3 clusters Score -1.699815e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171114 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -17000302.000000 Penalty: 3942.803955
	Iteration 20F: 3 clusters Score -1.70003e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174085 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -17002210.000000 Penalty: 3942.803955
	Iteration 21Q: 3 clusters Score -1.700221e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176600 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -17003876.000000 Penalty: 3942.803955
	Iteration 22Q: 3 clusters Score -1.700388e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178612 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -17005236.000000 Penalty: 3942.803955
	Iteration 23Q: 3 clusters Score -1.700524e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180121 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -17006356.000000 Penalty: 3942.803955
	Iteration 24Q: 3 clusters Score -1.700636e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181253 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -17007248.000000 Penalty: 3942.803955
	Iteration 25Q: 3 clusters Score -1.700725e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182035 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -17007864.000000 Penalty: 3942.803955
	Iteration 26Q: 3 clusters Score -1.700786e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182547 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -17008228.000000 Penalty: 3942.803955
	Iteration 27Q: 3 clusters Score -1.700823e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182917 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -17008454.000000 Penalty: 3942.803955
	Iteration 28Q: 3 clusters Score -1.700845e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183193 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -17008604.000000 Penalty: 3942.803955
	Iteration 29Q: 3 clusters Score -1.70086e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183389 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -17008716.000000 Penalty: 3942.803955
	Iteration 30Q: 3 clusters Score -1.700872e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183560 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -17008748.000000 Penalty: 3942.803955
	Iteration 31Q: 3 clusters Score -1.700875e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183683 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -17008772.000000 Penalty: 3942.803955
	Iteration 32Q: 3 clusters Score -1.700877e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183763 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -17008798.000000 Penalty: 3942.803955
	Iteration 33Q: 3 clusters Score -1.70088e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183832 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -17008778.000000 Penalty: 3942.803955
	Iteration 34Q: 3 clusters Score -1.700878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183874 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -17008786.000000 Penalty: 3942.803955
	Iteration 35Q: 3 clusters Score -1.700879e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183909 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -17008800.000000 Penalty: 3942.803955
	Iteration 36Q: 3 clusters Score -1.70088e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183938 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -17008802.000000 Penalty: 3942.803955
	Iteration 37Q: 3 clusters Score -1.70088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183969 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -17008804.000000 Penalty: 3942.803955
	Iteration 38Q: 3 clusters Score -1.70088e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184002 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -17008838.000000 Penalty: 3942.803955
	Iteration 39Q: 3 clusters Score -1.700884e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184031 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -17008838.000000 Penalty: 3942.803955
	Iteration 40F: 3 clusters Score -1.700884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184049 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -17008830.000000 Penalty: 3942.803955
	Iteration 41Q: 3 clusters Score -1.700883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184064 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -17008850.000000 Penalty: 3942.803955
	Iteration 42Q: 3 clusters Score -1.700885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184074 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -17008842.000000 Penalty: 3942.803955
	Iteration 43Q: 3 clusters Score -1.700884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184086 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -17008856.000000 Penalty: 3942.803955
	Iteration 44Q: 3 clusters Score -1.700886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184096 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -17008854.000000 Penalty: 3942.803955
	Iteration 45Q: 3 clusters Score -1.700885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184110 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -17008866.000000 Penalty: 3942.803955
	Iteration 46Q: 3 clusters Score -1.700887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184120 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -17008860.000000 Penalty: 3942.803955
	Iteration 47Q: 3 clusters Score -1.700886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184127 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -17008870.000000 Penalty: 3942.803955
	Iteration 48Q: 3 clusters Score -1.700887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184134 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -17008868.000000 Penalty: 3942.803955
	Iteration 49Q: 3 clusters Score -1.700887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184140 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -17008880.000000 Penalty: 3942.803955
	Iteration 50Q: 3 clusters Score -1.700888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184149 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -17008882.000000 Penalty: 3942.803955
	Iteration 51Q: 3 clusters Score -1.700888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184154 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -17008890.000000 Penalty: 3942.803955
	Iteration 52Q: 3 clusters Score -1.700889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184155 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -17008890.000000 Penalty: 3942.803955
	Iteration 53Q: 3 clusters Score -1.700889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184157 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -17008878.000000 Penalty: 3942.803955
	Iteration 54Q: 3 clusters Score -1.700888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184165 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -17008886.000000 Penalty: 3942.803955
	Iteration 55Q: 3 clusters Score -1.700889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184167 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -17008882.000000 Penalty: 3942.803955
	Iteration 56Q: 3 clusters Score -1.700888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184174 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -17008892.000000 Penalty: 3942.803955
	Iteration 57Q: 3 clusters Score -1.700889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184181 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -17008890.000000 Penalty: 3942.803955
	Iteration 58Q: 3 clusters Score -1.700889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184185 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -17008892.000000 Penalty: 3942.803955
	Iteration 59Q: 3 clusters Score -1.700889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -17008892.000000 Penalty: 3942.803955
	Iteration 60F: 3 clusters Score -1.700889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184195 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -17008896.000000 Penalty: 3942.803955
	Iteration 61Q: 3 clusters Score -1.70089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184205 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -17008892.000000 Penalty: 3942.803955
	Iteration 62Q: 3 clusters Score -1.700889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184222 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -17008888.000000 Penalty: 3942.803955
	Iteration 63Q: 3 clusters Score -1.700889e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184238 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -17008894.000000 Penalty: 3942.803955
	Iteration 64Q: 3 clusters Score -1.700889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184247 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -17008894.000000 Penalty: 3942.803955
	Iteration 65Q: 3 clusters Score -1.700889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184251 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -17008884.000000 Penalty: 3942.803955
	Iteration 66Q: 3 clusters Score -1.700888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184255 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -17008896.000000 Penalty: 3942.803955
	Iteration 67Q: 3 clusters Score -1.70089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184258 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -17008898.000000 Penalty: 3942.803955
	Iteration 68Q: 3 clusters Score -1.70089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184260 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -17008884.000000 Penalty: 3942.803955
	Iteration 69Q: 3 clusters Score -1.700888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184260 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -17008890.000000 Penalty: 3942.803955
	Iteration 70Q: 3 clusters Score -1.700889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184262 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -17008892.000000 Penalty: 3942.803955
	Iteration 71Q: 3 clusters Score -1.700889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184264 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -17008892.000000 Penalty: 3942.803955
	Iteration 72Q: 3 clusters Score -1.700889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184265 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -17008888.000000 Penalty: 3942.803955
	Iteration 73Q: 3 clusters Score -1.700889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184266 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -17008886.000000 Penalty: 3942.803955
	Iteration 74Q: 3 clusters Score -1.700889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184267 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -17008888.000000 Penalty: 3942.803955
	Iteration 75Q: 3 clusters Score -1.700889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184269 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -17008894.000000 Penalty: 3942.803955
	Iteration 76Q: 3 clusters Score -1.700889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184271 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -17008888.000000 Penalty: 3942.803955
	Iteration 77Q: 3 clusters Score -1.700889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184272 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -17008894.000000 Penalty: 3942.803955
	Iteration 78Q: 3 clusters Score -1.700889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184273 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -17008888.000000 Penalty: 3942.803955
	Iteration 79Q: 3 clusters Score -1.700889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184274 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -17008880.000000 Penalty: 3942.803955
	Iteration 80F: 3 clusters Score -1.700888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184276 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -17008884.000000 Penalty: 3942.803955
	Iteration 81Q: 3 clusters Score -1.700888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184278 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -17008892.000000 Penalty: 3942.803955
	Iteration 82Q: 3 clusters Score -1.700889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184281 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -17008890.000000 Penalty: 3942.803955
	Iteration 83Q: 3 clusters Score -1.700889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184282 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -17008890.000000 Penalty: 3942.803955
	Iteration 84Q: 3 clusters Score -1.700889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184282 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -17008898.000000 Penalty: 3942.803955
	Iteration 85Q: 3 clusters Score -1.70089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184285 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -17008902.000000 Penalty: 3942.803955
	Iteration 86Q: 3 clusters Score -1.70089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184287 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -17008898.000000 Penalty: 3942.803955
	Iteration 87Q: 3 clusters Score -1.70089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184288 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -17008892.000000 Penalty: 3942.803955
	Iteration 88Q: 3 clusters Score -1.700889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184290 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -17008898.000000 Penalty: 3942.803955
	Iteration 89Q: 3 clusters Score -1.70089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184292 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -17008900.000000 Penalty: 3942.803955
	Iteration 90Q: 3 clusters Score -1.70089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184294 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -17008898.000000 Penalty: 3942.803955
	Iteration 91Q: 3 clusters Score -1.70089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184295 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -17008898.000000 Penalty: 3942.803955
	Iteration 92Q: 3 clusters Score -1.70089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184295 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -17008898.000000 Penalty: 3942.803955
	Iteration 93F: 3 clusters Score -1.70089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -232244.625000 Penalty: 1281.854370
	Iteration 0F: 2 clusters Score -232244.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -229768.031250 Penalty: 2563.708740
	Iteration 0F: 3 clusters Score -229768 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -230374.953125 Penalty: 2563.708740
	Iteration 1F: 3 clusters Score -230375 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -230630.171875 Penalty: 2563.708740
	Iteration 2F: 3 clusters Score -230630.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -230899.468750 Penalty: 2563.708740
	Iteration 3F: 3 clusters Score -230899.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -231201.890625 Penalty: 2563.708740
	Iteration 4F: 3 clusters Score -231201.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -231504.953125 Penalty: 2563.708740
	Iteration 5F: 3 clusters Score -231505 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -231718.406250 Penalty: 2563.708740
	Iteration 6F: 3 clusters Score -231718.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -231860.359375 Penalty: 2563.708740
	Iteration 7Q: 3 clusters Score -231860.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -231943.734375 Penalty: 2563.708740
	Iteration 8Q: 3 clusters Score -231943.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -231973.312500 Penalty: 2563.708740
	Iteration 9Q: 3 clusters Score -231973.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -231994.406250 Penalty: 2563.708740
	Iteration 10Q: 3 clusters Score -231994.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -232008.093750 Penalty: 2563.708740
	Iteration 11Q: 3 clusters Score -232008.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -232013.250000 Penalty: 2563.708740
	Iteration 12Q: 3 clusters Score -232013.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -232016.750000 Penalty: 2563.708740
	Iteration 13Q: 3 clusters Score -232016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -232017.437500 Penalty: 2563.708740
	Iteration 14Q: 3 clusters Score -232017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -232017.687500 Penalty: 2563.708740
	Iteration 15Q: 3 clusters Score -232017.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -232017.687500 Penalty: 2563.708740
	Iteration 16F: 3 clusters Score -232017.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Entering Unmasked Estep 
Score: -736849.687500 Penalty: 1478.762817
	Iteration 0F: 2 clusters Score -736849.7 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 4466 members 
Entering Unmasked Estep 
Score: -730424.125000 Penalty: 2957.525635
	Iteration 0F: 3 clusters Score -730424.1 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -732815.937500 Penalty: 2957.525635
	Iteration 1F: 3 clusters Score -732815.9 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -733246.062500 Penalty: 2957.525635
	Iteration 2F: 3 clusters Score -733246.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -733546.062500 Penalty: 2957.525635
	Iteration 3F: 3 clusters Score -733546.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -733743.562500 Penalty: 2957.525635
	Iteration 4Q: 3 clusters Score -733743.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -733901.750000 Penalty: 2957.525635
	Iteration 5Q: 3 clusters Score -733901.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -734011.875000 Penalty: 2957.525635
	Iteration 6Q: 3 clusters Score -734011.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -734094.437500 Penalty: 2957.525635
	Iteration 7Q: 3 clusters Score -734094.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -734158.250000 Penalty: 2957.525635
	Iteration 8Q: 3 clusters Score -734158.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -734209.187500 Penalty: 2957.525635
	Iteration 9Q: 3 clusters Score -734209.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -734252.125000 Penalty: 2957.525635
	Iteration 10Q: 3 clusters Score -734252.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -734287.312500 Penalty: 2957.525635
	Iteration 11Q: 3 clusters Score -734287.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -734316.250000 Penalty: 2957.525635
	Iteration 12Q: 3 clusters Score -734316.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -734354.125000 Penalty: 2957.525635
	Iteration 13Q: 3 clusters Score -734354.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -734391.562500 Penalty: 2957.525635
	Iteration 14Q: 3 clusters Score -734391.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -734435.812500 Penalty: 2957.525635
	Iteration 15Q: 3 clusters Score -734435.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -734498.500000 Penalty: 2957.525635
	Iteration 16Q: 3 clusters Score -734498.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -734597.312500 Penalty: 2957.525635
	Iteration 17Q: 3 clusters Score -734597.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -734708.875000 Penalty: 2957.525635
	Iteration 18Q: 3 clusters Score -734708.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -734816.562500 Penalty: 2957.525635
	Iteration 19Q: 3 clusters Score -734816.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -734929.000000 Penalty: 2957.525635
	Iteration 20F: 3 clusters Score -734929 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -735029.625000 Penalty: 2957.525635
	Iteration 21Q: 3 clusters Score -735029.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -735136.000000 Penalty: 2957.525635
	Iteration 22Q: 3 clusters Score -735136 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -735248.187500 Penalty: 2957.525635
	Iteration 23Q: 3 clusters Score -735248.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -735358.937500 Penalty: 2957.525635
	Iteration 24Q: 3 clusters Score -735358.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -735438.000000 Penalty: 2957.525635
	Iteration 25Q: 3 clusters Score -735438 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -735531.000000 Penalty: 2957.525635
	Iteration 26Q: 3 clusters Score -735531 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -735610.687500 Penalty: 2957.525635
	Iteration 27Q: 3 clusters Score -735610.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -735654.250000 Penalty: 2957.525635
	Iteration 28Q: 3 clusters Score -735654.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -735682.250000 Penalty: 2957.525635
	Iteration 29Q: 3 clusters Score -735682.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -735703.000000 Penalty: 2957.525635
	Iteration 30Q: 3 clusters Score -735703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -735719.500000 Penalty: 2957.525635
	Iteration 31Q: 3 clusters Score -735719.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -735740.687500 Penalty: 2957.525635
	Iteration 32Q: 3 clusters Score -735740.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -735760.625000 Penalty: 2957.525635
	Iteration 33Q: 3 clusters Score -735760.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -735785.625000 Penalty: 2957.525635
	Iteration 34Q: 3 clusters Score -735785.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -735804.187500 Penalty: 2957.525635
	Iteration 35Q: 3 clusters Score -735804.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -735828.937500 Penalty: 2957.525635
	Iteration 36Q: 3 clusters Score -735828.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -735847.750000 Penalty: 2957.525635
	Iteration 37Q: 3 clusters Score -735847.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -735866.625000 Penalty: 2957.525635
	Iteration 38Q: 3 clusters Score -735866.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -735881.062500 Penalty: 2957.525635
	Iteration 39Q: 3 clusters Score -735881.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -735898.562500 Penalty: 2957.525635
	Iteration 40F: 3 clusters Score -735898.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -735914.437500 Penalty: 2957.525635
	Iteration 41Q: 3 clusters Score -735914.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -735927.250000 Penalty: 2957.525635
	Iteration 42Q: 3 clusters Score -735927.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -735938.187500 Penalty: 2957.525635
	Iteration 43Q: 3 clusters Score -735938.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -735950.812500 Penalty: 2957.525635
	Iteration 44Q: 3 clusters Score -735950.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -735959.812500 Penalty: 2957.525635
	Iteration 45Q: 3 clusters Score -735959.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -735968.687500 Penalty: 2957.525635
	Iteration 46Q: 3 clusters Score -735968.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -735972.000000 Penalty: 2957.525635
	Iteration 47Q: 3 clusters Score -735972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -735975.062500 Penalty: 2957.525635
	Iteration 48Q: 3 clusters Score -735975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -735980.062500 Penalty: 2957.525635
	Iteration 49Q: 3 clusters Score -735980.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -735983.812500 Penalty: 2957.525635
	Iteration 50Q: 3 clusters Score -735983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -735984.437500 Penalty: 2957.525635
	Iteration 51Q: 3 clusters Score -735984.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -735990.125000 Penalty: 2957.525635
	Iteration 52Q: 3 clusters Score -735990.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -735993.437500 Penalty: 2957.525635
	Iteration 53Q: 3 clusters Score -735993.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -735994.500000 Penalty: 2957.525635
	Iteration 54Q: 3 clusters Score -735994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -735994.375000 Penalty: 2957.525635
	Iteration 55Q: 3 clusters Score -735994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -735995.000000 Penalty: 2957.525635
	Iteration 56Q: 3 clusters Score -735995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -735996.812500 Penalty: 2957.525635
	Iteration 57Q: 3 clusters Score -735996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -735998.625000 Penalty: 2957.525635
	Iteration 58Q: 3 clusters Score -735998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -735999.312500 Penalty: 2957.525635
	Iteration 59Q: 3 clusters Score -735999.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -736000.687500 Penalty: 2957.525635
	Iteration 60F: 3 clusters Score -736000.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -736000.875000 Penalty: 2957.525635
	Iteration 61Q: 3 clusters Score -736000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -736002.625000 Penalty: 2957.525635
	Iteration 62Q: 3 clusters Score -736002.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -736002.500000 Penalty: 2957.525635
	Iteration 63Q: 3 clusters Score -736002.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -736003.125000 Penalty: 2957.525635
	Iteration 64Q: 3 clusters Score -736003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -736003.375000 Penalty: 2957.525635
	Iteration 65Q: 3 clusters Score -736003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -736004.812500 Penalty: 2957.525635
	Iteration 66Q: 3 clusters Score -736004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -736006.125000 Penalty: 2957.525635
	Iteration 67Q: 3 clusters Score -736006.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -736008.375000 Penalty: 2957.525635
	Iteration 68Q: 3 clusters Score -736008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -736009.062500 Penalty: 2957.525635
	Iteration 69Q: 3 clusters Score -736009.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -736009.750000 Penalty: 2957.525635
	Iteration 70Q: 3 clusters Score -736009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -736011.437500 Penalty: 2957.525635
	Iteration 71Q: 3 clusters Score -736011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -736011.437500 Penalty: 2957.525635
	Iteration 72F: 3 clusters Score -736011.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Entering Unmasked Estep 
Score: -3241023.750000 Penalty: 1699.710205
	Iteration 0F: 2 clusters Score -3241024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -3217701.500000 Penalty: 3399.420410
	Iteration 0F: 3 clusters Score -3217702 nChanged 16068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3226727.250000 Penalty: 3399.420410
	Iteration 1F: 3 clusters Score -3226727 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3227602.000000 Penalty: 3399.420410
	Iteration 2Q: 3 clusters Score -3227602 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3228875.500000 Penalty: 3399.420410
	Iteration 3F: 3 clusters Score -3228876 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3230590.750000 Penalty: 3399.420410
	Iteration 4F: 3 clusters Score -3230591 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3232596.250000 Penalty: 3399.420410
	Iteration 5F: 3 clusters Score -3232596 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -3234500.500000 Penalty: 3399.420410
	Iteration 6F: 3 clusters Score -3234500 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3236151.500000 Penalty: 3399.420410
	Iteration 7F: 3 clusters Score -3236152 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3237290.250000 Penalty: 3399.420410
	Iteration 8Q: 3 clusters Score -3237290 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3238019.500000 Penalty: 3399.420410
	Iteration 9Q: 3 clusters Score -3238020 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3238486.500000 Penalty: 3399.420410
	Iteration 10Q: 3 clusters Score -3238486 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3238789.000000 Penalty: 3399.420410
	Iteration 11Q: 3 clusters Score -3238789 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3238985.500000 Penalty: 3399.420410
	Iteration 12Q: 3 clusters Score -3238986 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3239114.500000 Penalty: 3399.420410
	Iteration 13Q: 3 clusters Score -3239114 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3239213.750000 Penalty: 3399.420410
	Iteration 14Q: 3 clusters Score -3239214 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3239289.750000 Penalty: 3399.420410
	Iteration 15Q: 3 clusters Score -3239290 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3239347.250000 Penalty: 3399.420410
	Iteration 16Q: 3 clusters Score -3239347 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3239395.750000 Penalty: 3399.420410
	Iteration 17Q: 3 clusters Score -3239396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3239418.000000 Penalty: 3399.420410
	Iteration 18Q: 3 clusters Score -3239418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3239441.000000 Penalty: 3399.420410
	Iteration 19Q: 3 clusters Score -3239441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3239471.750000 Penalty: 3399.420410
	Iteration 20F: 3 clusters Score -3239472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3239488.500000 Penalty: 3399.420410
	Iteration 21Q: 3 clusters Score -3239488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3239509.750000 Penalty: 3399.420410
	Iteration 22Q: 3 clusters Score -3239510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3239533.000000 Penalty: 3399.420410
	Iteration 23Q: 3 clusters Score -3239533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3239538.750000 Penalty: 3399.420410
	Iteration 24Q: 3 clusters Score -3239539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3239546.250000 Penalty: 3399.420410
	Iteration 25Q: 3 clusters Score -3239546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3239559.000000 Penalty: 3399.420410
	Iteration 26Q: 3 clusters Score -3239559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3239564.000000 Penalty: 3399.420410
	Iteration 27Q: 3 clusters Score -3239564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3239567.750000 Penalty: 3399.420410
	Iteration 28Q: 3 clusters Score -3239568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3239569.750000 Penalty: 3399.420410
	Iteration 29Q: 3 clusters Score -3239570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3239576.750000 Penalty: 3399.420410
	Iteration 30Q: 3 clusters Score -3239577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3239579.500000 Penalty: 3399.420410
	Iteration 31Q: 3 clusters Score -3239580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3239586.000000 Penalty: 3399.420410
	Iteration 32Q: 3 clusters Score -3239586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3239590.500000 Penalty: 3399.420410
	Iteration 33Q: 3 clusters Score -3239590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3239598.500000 Penalty: 3399.420410
	Iteration 34Q: 3 clusters Score -3239598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3239605.000000 Penalty: 3399.420410
	Iteration 35Q: 3 clusters Score -3239605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3239606.500000 Penalty: 3399.420410
	Iteration 36Q: 3 clusters Score -3239606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3239607.000000 Penalty: 3399.420410
	Iteration 37Q: 3 clusters Score -3239607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3239611.250000 Penalty: 3399.420410
	Iteration 38Q: 3 clusters Score -3239611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3239611.000000 Penalty: 3399.420410
	Iteration 39Q: 3 clusters Score -3239611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3239612.500000 Penalty: 3399.420410
	Iteration 40F: 3 clusters Score -3239612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3239611.250000 Penalty: 3399.420410
	Iteration 41Q: 3 clusters Score -3239611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3239612.250000 Penalty: 3399.420410
	Iteration 42Q: 3 clusters Score -3239612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3239613.750000 Penalty: 3399.420410
	Iteration 43Q: 3 clusters Score -3239614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3239613.750000 Penalty: 3399.420410
	Iteration 44F: 3 clusters Score -3239614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (119429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119429 members 
Entering Unmasked Estep 
Score: -11667905.000000 Penalty: 1899.702515
	Iteration 0F: 2 clusters Score -1.16679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -11597914.000000 Penalty: 3799.405029
	Iteration 0F: 3 clusters Score -1.159791e+07 nChanged 57368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -11634137.000000 Penalty: 3799.405029
	Iteration 1F: 3 clusters Score -1.163414e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -11639050.000000 Penalty: 3799.405029
	Iteration 2F: 3 clusters Score -1.163905e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -11647146.000000 Penalty: 3799.405029
	Iteration 3F: 3 clusters Score -1.164715e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -11656914.000000 Penalty: 3799.405029
	Iteration 4F: 3 clusters Score -1.165691e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 93675 members 
Entering Unmasked Estep 
Score: -11664814.000000 Penalty: 3799.405029
	Iteration 5F: 3 clusters Score -1.166481e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
Score: -11669705.000000 Penalty: 3799.405029
	Iteration 6F: 3 clusters Score -1.16697e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -11672044.000000 Penalty: 3799.405029
	Iteration 7Q: 3 clusters Score -1.167204e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 108497 members 
Entering Unmasked Estep 
Score: -11673368.000000 Penalty: 3799.405029
	Iteration 8Q: 3 clusters Score -1.167337e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 110508 members 
Entering Unmasked Estep 
Score: -11674250.000000 Penalty: 3799.405029
	Iteration 9Q: 3 clusters Score -1.167425e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 111954 members 
Entering Unmasked Estep 
Score: -11674828.000000 Penalty: 3799.405029
	Iteration 10Q: 3 clusters Score -1.167483e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 112951 members 
Entering Unmasked Estep 
Score: -11675149.000000 Penalty: 3799.405029
	Iteration 11Q: 3 clusters Score -1.167515e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 113654 members 
Entering Unmasked Estep 
Score: -11675246.000000 Penalty: 3799.405029
	Iteration 12Q: 3 clusters Score -1.167525e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 114138 members 
Entering Unmasked Estep 
Score: -11675410.000000 Penalty: 3799.405029
	Iteration 13Q: 3 clusters Score -1.167541e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 114463 members 
Entering Unmasked Estep 
Score: -11675463.000000 Penalty: 3799.405029
	Iteration 14Q: 3 clusters Score -1.167546e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 114681 members 
Entering Unmasked Estep 
Score: -11675448.000000 Penalty: 3799.405029
	Iteration 15Q: 3 clusters Score -1.167545e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 114830 members 
Entering Unmasked Estep 
Score: -11675497.000000 Penalty: 3799.405029
	Iteration 16Q: 3 clusters Score -1.16755e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 114949 members 
Entering Unmasked Estep 
Score: -11675538.000000 Penalty: 3799.405029
	Iteration 17Q: 3 clusters Score -1.167554e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 115025 members 
Entering Unmasked Estep 
Score: -11675567.000000 Penalty: 3799.405029
	Iteration 18Q: 3 clusters Score -1.167557e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 115084 members 
Entering Unmasked Estep 
Score: -11675549.000000 Penalty: 3799.405029
	Iteration 19Q: 3 clusters Score -1.167555e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 115122 members 
Entering Unmasked Estep 
Score: -11675571.000000 Penalty: 3799.405029
	Iteration 20F: 3 clusters Score -1.167557e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 115146 members 
Entering Unmasked Estep 
Score: -11675551.000000 Penalty: 3799.405029
	Iteration 21Q: 3 clusters Score -1.167555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 115164 members 
Entering Unmasked Estep 
Score: -11675564.000000 Penalty: 3799.405029
	Iteration 22Q: 3 clusters Score -1.167556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 115179 members 
Entering Unmasked Estep 
Score: -11675580.000000 Penalty: 3799.405029
	Iteration 23Q: 3 clusters Score -1.167558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 115192 members 
Entering Unmasked Estep 
Score: -11675572.000000 Penalty: 3799.405029
	Iteration 24Q: 3 clusters Score -1.167557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 115200 members 
Entering Unmasked Estep 
Score: -11675579.000000 Penalty: 3799.405029
	Iteration 25Q: 3 clusters Score -1.167558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 115206 members 
Entering Unmasked Estep 
Score: -11675559.000000 Penalty: 3799.405029
	Iteration 26Q: 3 clusters Score -1.167556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 115217 members 
Entering Unmasked Estep 
Score: -11675574.000000 Penalty: 3799.405029
	Iteration 27Q: 3 clusters Score -1.167557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 115228 members 
Entering Unmasked Estep 
Score: -11675583.000000 Penalty: 3799.405029
	Iteration 28Q: 3 clusters Score -1.167558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 115231 members 
Entering Unmasked Estep 
Score: -11675574.000000 Penalty: 3799.405029
	Iteration 29Q: 3 clusters Score -1.167557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 115233 members 
Entering Unmasked Estep 
Score: -11675589.000000 Penalty: 3799.405029
	Iteration 30Q: 3 clusters Score -1.167559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 115236 members 
Entering Unmasked Estep 
Score: -11675580.000000 Penalty: 3799.405029
	Iteration 31Q: 3 clusters Score -1.167558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -11675580.000000 Penalty: 3799.405029
	Iteration 32Q: 3 clusters Score -1.167558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -11675580.000000 Penalty: 3799.405029
	Iteration 33F: 3 clusters Score -1.167558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 87160 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 1551 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 45380 members 
Mstep: Class 10 contains 21223 members 
Mstep: Class 11 contains 185666 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 8956 members 
Mstep: Class 14 contains 34883 members 
Mstep: Class 15 contains 4192 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 16515 members 
Mstep: Class 19 contains 14362 members 
Mstep: Class 20 contains 18016 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 115237 members 
Entering Unmasked Estep 
Score: -53828476.000000 Penalty: 47529.371094
Splitting cluster 15 changes total score from -53816228.000000 to -53828476.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (5124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Entering Unmasked Estep 
Score: -464463.843750 Penalty: 1388.024780
	Iteration 0F: 2 clusters Score -464463.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -460435.062500 Penalty: 2776.049561
	Iteration 0F: 3 clusters Score -460435.1 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -461578.281250 Penalty: 2776.049561
	Iteration 1F: 3 clusters Score -461578.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -461834.093750 Penalty: 2776.049561
	Iteration 2F: 3 clusters Score -461834.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -461997.625000 Penalty: 2776.049561
	Iteration 3F: 3 clusters Score -461997.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -462120.312500 Penalty: 2776.049561
	Iteration 4Q: 3 clusters Score -462120.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -462211.968750 Penalty: 2776.049561
	Iteration 5Q: 3 clusters Score -462212 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -462291.562500 Penalty: 2776.049561
	Iteration 6Q: 3 clusters Score -462291.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -462381.406250 Penalty: 2776.049561
	Iteration 7Q: 3 clusters Score -462381.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -462465.593750 Penalty: 2776.049561
	Iteration 8Q: 3 clusters Score -462465.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -462544.000000 Penalty: 2776.049561
	Iteration 9Q: 3 clusters Score -462544 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -462646.031250 Penalty: 2776.049561
	Iteration 10Q: 3 clusters Score -462646 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -462743.375000 Penalty: 2776.049561
	Iteration 11Q: 3 clusters Score -462743.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -462842.687500 Penalty: 2776.049561
	Iteration 12Q: 3 clusters Score -462842.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -462945.031250 Penalty: 2776.049561
	Iteration 13Q: 3 clusters Score -462945 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -463042.375000 Penalty: 2776.049561
	Iteration 14Q: 3 clusters Score -463042.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -463116.187500 Penalty: 2776.049561
	Iteration 15Q: 3 clusters Score -463116.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -463184.031250 Penalty: 2776.049561
	Iteration 16Q: 3 clusters Score -463184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -463221.093750 Penalty: 2776.049561
	Iteration 17Q: 3 clusters Score -463221.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -463247.343750 Penalty: 2776.049561
	Iteration 18Q: 3 clusters Score -463247.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -463266.125000 Penalty: 2776.049561
	Iteration 19Q: 3 clusters Score -463266.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -463282.031250 Penalty: 2776.049561
	Iteration 20F: 3 clusters Score -463282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -463295.500000 Penalty: 2776.049561
	Iteration 21Q: 3 clusters Score -463295.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -463304.375000 Penalty: 2776.049561
	Iteration 22Q: 3 clusters Score -463304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -463306.093750 Penalty: 2776.049561
	Iteration 23Q: 3 clusters Score -463306.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -463308.687500 Penalty: 2776.049561
	Iteration 24Q: 3 clusters Score -463308.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -463311.843750 Penalty: 2776.049561
	Iteration 25Q: 3 clusters Score -463311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -463315.312500 Penalty: 2776.049561
	Iteration 26Q: 3 clusters Score -463315.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -463319.593750 Penalty: 2776.049561
	Iteration 27Q: 3 clusters Score -463319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -463325.062500 Penalty: 2776.049561
	Iteration 28Q: 3 clusters Score -463325.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -463334.937500 Penalty: 2776.049561
	Iteration 29Q: 3 clusters Score -463334.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -463347.343750 Penalty: 2776.049561
	Iteration 30Q: 3 clusters Score -463347.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -463352.218750 Penalty: 2776.049561
	Iteration 31Q: 3 clusters Score -463352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -463353.843750 Penalty: 2776.049561
	Iteration 32Q: 3 clusters Score -463353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -463354.250000 Penalty: 2776.049561
	Iteration 33Q: 3 clusters Score -463354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -463354.250000 Penalty: 2776.049561
	Iteration 34F: 3 clusters Score -463354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Entering Unmasked Estep 
Score: -1548053.750000 Penalty: 1578.203979
	Iteration 0F: 2 clusters Score -1548054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1536626.375000 Penalty: 3156.407959
	Iteration 0F: 3 clusters Score -1536626 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1540681.125000 Penalty: 3156.407959
	Iteration 1F: 3 clusters Score -1540681 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1541042.000000 Penalty: 3156.407959
	Iteration 2F: 3 clusters Score -1541042 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1541402.875000 Penalty: 3156.407959
	Iteration 3F: 3 clusters Score -1541403 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1541816.125000 Penalty: 3156.407959
	Iteration 4F: 3 clusters Score -1541816 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1542412.625000 Penalty: 3156.407959
	Iteration 5F: 3 clusters Score -1542413 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1543243.250000 Penalty: 3156.407959
	Iteration 6F: 3 clusters Score -1543243 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1544239.125000 Penalty: 3156.407959
	Iteration 7F: 3 clusters Score -1544239 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1545195.875000 Penalty: 3156.407959
	Iteration 8F: 3 clusters Score -1545196 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1545991.875000 Penalty: 3156.407959
	Iteration 9F: 3 clusters Score -1545992 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1546411.000000 Penalty: 3156.407959
	Iteration 10Q: 3 clusters Score -1546411 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1546597.750000 Penalty: 3156.407959
	Iteration 11Q: 3 clusters Score -1546598 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1546699.875000 Penalty: 3156.407959
	Iteration 12Q: 3 clusters Score -1546700 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1546748.875000 Penalty: 3156.407959
	Iteration 13Q: 3 clusters Score -1546749 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1546787.250000 Penalty: 3156.407959
	Iteration 14Q: 3 clusters Score -1546787 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1546820.125000 Penalty: 3156.407959
	Iteration 15Q: 3 clusters Score -1546820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1546834.375000 Penalty: 3156.407959
	Iteration 16Q: 3 clusters Score -1546834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1546856.625000 Penalty: 3156.407959
	Iteration 17Q: 3 clusters Score -1546857 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1546873.750000 Penalty: 3156.407959
	Iteration 18Q: 3 clusters Score -1546874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1546882.375000 Penalty: 3156.407959
	Iteration 19Q: 3 clusters Score -1546882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1546894.250000 Penalty: 3156.407959
	Iteration 20F: 3 clusters Score -1546894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1546913.250000 Penalty: 3156.407959
	Iteration 21Q: 3 clusters Score -1546913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1546918.625000 Penalty: 3156.407959
	Iteration 22Q: 3 clusters Score -1546919 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1546923.375000 Penalty: 3156.407959
	Iteration 23Q: 3 clusters Score -1546923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1546921.750000 Penalty: 3156.407959
	Iteration 24Q: 3 clusters Score -1546922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1546928.500000 Penalty: 3156.407959
	Iteration 25Q: 3 clusters Score -1546928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1546938.125000 Penalty: 3156.407959
	Iteration 26Q: 3 clusters Score -1546938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1546941.125000 Penalty: 3156.407959
	Iteration 27Q: 3 clusters Score -1546941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1546941.500000 Penalty: 3156.407959
	Iteration 28Q: 3 clusters Score -1546942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1546944.875000 Penalty: 3156.407959
	Iteration 29Q: 3 clusters Score -1546945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1546943.750000 Penalty: 3156.407959
	Iteration 30Q: 3 clusters Score -1546944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1546946.750000 Penalty: 3156.407959
	Iteration 31Q: 3 clusters Score -1546947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1546947.375000 Penalty: 3156.407959
	Iteration 32Q: 3 clusters Score -1546947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1546950.625000 Penalty: 3156.407959
	Iteration 33Q: 3 clusters Score -1546951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1546949.375000 Penalty: 3156.407959
	Iteration 34Q: 3 clusters Score -1546949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1546947.000000 Penalty: 3156.407959
	Iteration 35Q: 3 clusters Score -1546947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1546946.375000 Penalty: 3156.407959
	Iteration 36Q: 3 clusters Score -1546946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1546952.125000 Penalty: 3156.407959
	Iteration 37Q: 3 clusters Score -1546952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1546952.000000 Penalty: 3156.407959
	Iteration 38Q: 3 clusters Score -1546952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1546957.875000 Penalty: 3156.407959
	Iteration 39Q: 3 clusters Score -1546958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1546955.500000 Penalty: 3156.407959
	Iteration 40F: 3 clusters Score -1546956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1546954.000000 Penalty: 3156.407959
	Iteration 41Q: 3 clusters Score -1546954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1546955.500000 Penalty: 3156.407959
	Iteration 42Q: 3 clusters Score -1546956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1546962.875000 Penalty: 3156.407959
	Iteration 43Q: 3 clusters Score -1546963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1546963.500000 Penalty: 3156.407959
	Iteration 44Q: 3 clusters Score -1546964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1546963.750000 Penalty: 3156.407959
	Iteration 45Q: 3 clusters Score -1546964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1546963.250000 Penalty: 3156.407959
	Iteration 46Q: 3 clusters Score -1546963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1546963.125000 Penalty: 3156.407959
	Iteration 47Q: 3 clusters Score -1546963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1546966.375000 Penalty: 3156.407959
	Iteration 48Q: 3 clusters Score -1546966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1546966.500000 Penalty: 3156.407959
	Iteration 49Q: 3 clusters Score -1546966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1546973.250000 Penalty: 3156.407959
	Iteration 50Q: 3 clusters Score -1546973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1546970.500000 Penalty: 3156.407959
	Iteration 51Q: 3 clusters Score -1546970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1546979.250000 Penalty: 3156.407959
	Iteration 52Q: 3 clusters Score -1546979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1546980.250000 Penalty: 3156.407959
	Iteration 53Q: 3 clusters Score -1546980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1546980.750000 Penalty: 3156.407959
	Iteration 54Q: 3 clusters Score -1546981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1546980.375000 Penalty: 3156.407959
	Iteration 55Q: 3 clusters Score -1546980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1546977.375000 Penalty: 3156.407959
	Iteration 56Q: 3 clusters Score -1546977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1546980.000000 Penalty: 3156.407959
	Iteration 57Q: 3 clusters Score -1546980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1546977.500000 Penalty: 3156.407959
	Iteration 58Q: 3 clusters Score -1546978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1546976.375000 Penalty: 3156.407959
	Iteration 59Q: 3 clusters Score -1546976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1546979.375000 Penalty: 3156.407959
	Iteration 60F: 3 clusters Score -1546979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1546978.875000 Penalty: 3156.407959
	Iteration 61Q: 3 clusters Score -1546979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1546978.125000 Penalty: 3156.407959
	Iteration 62Q: 3 clusters Score -1546978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1546978.875000 Penalty: 3156.407959
	Iteration 63Q: 3 clusters Score -1546979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1546981.000000 Penalty: 3156.407959
	Iteration 64Q: 3 clusters Score -1546981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1546979.250000 Penalty: 3156.407959
	Iteration 65Q: 3 clusters Score -1546979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1546979.125000 Penalty: 3156.407959
	Iteration 66Q: 3 clusters Score -1546979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1546977.250000 Penalty: 3156.407959
	Iteration 67Q: 3 clusters Score -1546977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1546977.875000 Penalty: 3156.407959
	Iteration 68Q: 3 clusters Score -1546978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1546977.500000 Penalty: 3156.407959
	Iteration 69Q: 3 clusters Score -1546978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1546978.750000 Penalty: 3156.407959
	Iteration 70Q: 3 clusters Score -1546979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1546978.750000 Penalty: 3156.407959
	Iteration 71F: 3 clusters Score -1546979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Entering Unmasked Estep 
Score: -1264441.000000 Penalty: 1555.505371
	Iteration 0F: 2 clusters Score -1264441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1254550.750000 Penalty: 3111.010742
	Iteration 0F: 3 clusters Score -1254551 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1258804.125000 Penalty: 3111.010742
	Iteration 1F: 3 clusters Score -1258804 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1260466.500000 Penalty: 3111.010742
	Iteration 2F: 3 clusters Score -1260466 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1262265.750000 Penalty: 3111.010742
	Iteration 3F: 3 clusters Score -1262266 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1263449.250000 Penalty: 3111.010742
	Iteration 4F: 3 clusters Score -1263449 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1264057.875000 Penalty: 3111.010742
	Iteration 5F: 3 clusters Score -1264058 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1264361.625000 Penalty: 3111.010742
	Iteration 6Q: 3 clusters Score -1264362 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1264562.875000 Penalty: 3111.010742
	Iteration 7Q: 3 clusters Score -1264563 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1264678.625000 Penalty: 3111.010742
	Iteration 8Q: 3 clusters Score -1264679 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1264768.250000 Penalty: 3111.010742
	Iteration 9Q: 3 clusters Score -1264768 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1264815.375000 Penalty: 3111.010742
	Iteration 10Q: 3 clusters Score -1264815 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1264858.500000 Penalty: 3111.010742
	Iteration 11Q: 3 clusters Score -1264858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1264890.125000 Penalty: 3111.010742
	Iteration 12Q: 3 clusters Score -1264890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1264920.375000 Penalty: 3111.010742
	Iteration 13Q: 3 clusters Score -1264920 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1264936.750000 Penalty: 3111.010742
	Iteration 14Q: 3 clusters Score -1264937 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1264959.250000 Penalty: 3111.010742
	Iteration 15Q: 3 clusters Score -1264959 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1264981.500000 Penalty: 3111.010742
	Iteration 16Q: 3 clusters Score -1264982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1264996.625000 Penalty: 3111.010742
	Iteration 17Q: 3 clusters Score -1264997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1265010.375000 Penalty: 3111.010742
	Iteration 18Q: 3 clusters Score -1265010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1265022.250000 Penalty: 3111.010742
	Iteration 19Q: 3 clusters Score -1265022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1265033.375000 Penalty: 3111.010742
	Iteration 20F: 3 clusters Score -1265033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1265052.500000 Penalty: 3111.010742
	Iteration 21Q: 3 clusters Score -1265052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1265058.625000 Penalty: 3111.010742
	Iteration 22Q: 3 clusters Score -1265059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1265074.625000 Penalty: 3111.010742
	Iteration 23Q: 3 clusters Score -1265075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1265076.000000 Penalty: 3111.010742
	Iteration 24Q: 3 clusters Score -1265076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1265081.875000 Penalty: 3111.010742
	Iteration 25Q: 3 clusters Score -1265082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1265093.500000 Penalty: 3111.010742
	Iteration 26Q: 3 clusters Score -1265094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1265107.625000 Penalty: 3111.010742
	Iteration 27Q: 3 clusters Score -1265108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1265114.750000 Penalty: 3111.010742
	Iteration 28Q: 3 clusters Score -1265115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1265122.500000 Penalty: 3111.010742
	Iteration 29Q: 3 clusters Score -1265122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1265126.375000 Penalty: 3111.010742
	Iteration 30Q: 3 clusters Score -1265126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1265126.500000 Penalty: 3111.010742
	Iteration 31Q: 3 clusters Score -1265126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1265128.125000 Penalty: 3111.010742
	Iteration 32Q: 3 clusters Score -1265128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1265128.000000 Penalty: 3111.010742
	Iteration 33Q: 3 clusters Score -1265128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1265134.250000 Penalty: 3111.010742
	Iteration 34Q: 3 clusters Score -1265134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1265137.125000 Penalty: 3111.010742
	Iteration 35Q: 3 clusters Score -1265137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1265137.625000 Penalty: 3111.010742
	Iteration 36Q: 3 clusters Score -1265138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1265141.875000 Penalty: 3111.010742
	Iteration 37Q: 3 clusters Score -1265142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1265142.375000 Penalty: 3111.010742
	Iteration 38Q: 3 clusters Score -1265142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1265144.250000 Penalty: 3111.010742
	Iteration 39Q: 3 clusters Score -1265144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1265141.875000 Penalty: 3111.010742
	Iteration 40F: 3 clusters Score -1265142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1265143.750000 Penalty: 3111.010742
	Iteration 41Q: 3 clusters Score -1265144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1265142.000000 Penalty: 3111.010742
	Iteration 42Q: 3 clusters Score -1265142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1265143.750000 Penalty: 3111.010742
	Iteration 43Q: 3 clusters Score -1265144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1265143.500000 Penalty: 3111.010742
	Iteration 44Q: 3 clusters Score -1265144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1265144.750000 Penalty: 3111.010742
	Iteration 45Q: 3 clusters Score -1265145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1265144.500000 Penalty: 3111.010742
	Iteration 46Q: 3 clusters Score -1265144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1265147.375000 Penalty: 3111.010742
	Iteration 47Q: 3 clusters Score -1265147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1265147.375000 Penalty: 3111.010742
	Iteration 48F: 3 clusters Score -1265147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 87160 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 1551 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 45380 members 
Mstep: Class 10 contains 21223 members 
Mstep: Class 11 contains 185666 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 8956 members 
Mstep: Class 14 contains 34883 members 
Mstep: Class 15 contains 4192 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 16515 members 
Mstep: Class 19 contains 10466 members 
Mstep: Class 20 contains 18016 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 115237 members 
Mstep: Class 23 contains 3896 members 
Entering Unmasked Estep 
Score: -53828684.000000 Penalty: 49689.800781
Splitting cluster 19 changes total score from -53816228.000000 to -53828684.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 20 (18016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Entering Unmasked Estep 
Score: -1613292.000000 Penalty: 1592.340088
	Iteration 0F: 2 clusters Score -1613292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1600732.000000 Penalty: 3184.680176
	Iteration 0F: 3 clusters Score -1600732 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1605383.500000 Penalty: 3184.680176
	Iteration 1F: 3 clusters Score -1605384 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1605814.000000 Penalty: 3184.680176
	Iteration 2F: 3 clusters Score -1605814 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1606201.750000 Penalty: 3184.680176
	Iteration 3F: 3 clusters Score -1606202 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1606553.625000 Penalty: 3184.680176
	Iteration 4Q: 3 clusters Score -1606554 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1606917.375000 Penalty: 3184.680176
	Iteration 5Q: 3 clusters Score -1606917 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1607304.500000 Penalty: 3184.680176
	Iteration 6Q: 3 clusters Score -1607304 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1607705.125000 Penalty: 3184.680176
	Iteration 7Q: 3 clusters Score -1607705 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1608132.750000 Penalty: 3184.680176
	Iteration 8Q: 3 clusters Score -1608133 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1608575.500000 Penalty: 3184.680176
	Iteration 9Q: 3 clusters Score -1608576 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1609036.375000 Penalty: 3184.680176
	Iteration 10Q: 3 clusters Score -1609036 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1609599.750000 Penalty: 3184.680176
	Iteration 11Q: 3 clusters Score -1609600 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1610208.625000 Penalty: 3184.680176
	Iteration 12Q: 3 clusters Score -1610209 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1610845.750000 Penalty: 3184.680176
	Iteration 13Q: 3 clusters Score -1610846 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1611477.125000 Penalty: 3184.680176
	Iteration 14Q: 3 clusters Score -1611477 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1611962.750000 Penalty: 3184.680176
	Iteration 15Q: 3 clusters Score -1611963 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1612323.250000 Penalty: 3184.680176
	Iteration 16Q: 3 clusters Score -1612323 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1612550.250000 Penalty: 3184.680176
	Iteration 17Q: 3 clusters Score -1612550 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1612699.875000 Penalty: 3184.680176
	Iteration 18Q: 3 clusters Score -1612700 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1612791.875000 Penalty: 3184.680176
	Iteration 19Q: 3 clusters Score -1612792 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1612840.375000 Penalty: 3184.680176
	Iteration 20F: 3 clusters Score -1612840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1612877.250000 Penalty: 3184.680176
	Iteration 21Q: 3 clusters Score -1612877 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1612902.500000 Penalty: 3184.680176
	Iteration 22Q: 3 clusters Score -1612902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1612913.500000 Penalty: 3184.680176
	Iteration 23Q: 3 clusters Score -1612914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1612926.125000 Penalty: 3184.680176
	Iteration 24Q: 3 clusters Score -1612926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1612934.875000 Penalty: 3184.680176
	Iteration 25Q: 3 clusters Score -1612935 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1612936.500000 Penalty: 3184.680176
	Iteration 26Q: 3 clusters Score -1612936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1612940.000000 Penalty: 3184.680176
	Iteration 27Q: 3 clusters Score -1612940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1612941.000000 Penalty: 3184.680176
	Iteration 28Q: 3 clusters Score -1612941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1612940.375000 Penalty: 3184.680176
	Iteration 29Q: 3 clusters Score -1612940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1612943.000000 Penalty: 3184.680176
	Iteration 30Q: 3 clusters Score -1612943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1612942.375000 Penalty: 3184.680176
	Iteration 31Q: 3 clusters Score -1612942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1612939.375000 Penalty: 3184.680176
	Iteration 32Q: 3 clusters Score -1612939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1612945.500000 Penalty: 3184.680176
	Iteration 33Q: 3 clusters Score -1612946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1612949.125000 Penalty: 3184.680176
	Iteration 34Q: 3 clusters Score -1612949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1612951.875000 Penalty: 3184.680176
	Iteration 35Q: 3 clusters Score -1612952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1612953.375000 Penalty: 3184.680176
	Iteration 36Q: 3 clusters Score -1612953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1612953.750000 Penalty: 3184.680176
	Iteration 37Q: 3 clusters Score -1612954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1612953.875000 Penalty: 3184.680176
	Iteration 38Q: 3 clusters Score -1612954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1612954.625000 Penalty: 3184.680176
	Iteration 39Q: 3 clusters Score -1612955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1612956.625000 Penalty: 3184.680176
	Iteration 40F: 3 clusters Score -1612957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1612958.750000 Penalty: 3184.680176
	Iteration 41Q: 3 clusters Score -1612959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1612957.125000 Penalty: 3184.680176
	Iteration 42Q: 3 clusters Score -1612957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1612956.500000 Penalty: 3184.680176
	Iteration 43Q: 3 clusters Score -1612956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1612956.750000 Penalty: 3184.680176
	Iteration 44Q: 3 clusters Score -1612957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1612958.750000 Penalty: 3184.680176
	Iteration 45Q: 3 clusters Score -1612959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1612956.375000 Penalty: 3184.680176
	Iteration 46Q: 3 clusters Score -1612956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1612960.000000 Penalty: 3184.680176
	Iteration 47Q: 3 clusters Score -1612960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1612962.875000 Penalty: 3184.680176
	Iteration 48Q: 3 clusters Score -1612963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1612964.750000 Penalty: 3184.680176
	Iteration 49Q: 3 clusters Score -1612965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1612964.500000 Penalty: 3184.680176
	Iteration 50Q: 3 clusters Score -1612964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1612964.250000 Penalty: 3184.680176
	Iteration 51Q: 3 clusters Score -1612964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1612966.000000 Penalty: 3184.680176
	Iteration 52Q: 3 clusters Score -1612966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1612966.125000 Penalty: 3184.680176
	Iteration 53Q: 3 clusters Score -1612966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1612967.250000 Penalty: 3184.680176
	Iteration 54Q: 3 clusters Score -1612967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1612966.375000 Penalty: 3184.680176
	Iteration 55Q: 3 clusters Score -1612966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1612967.500000 Penalty: 3184.680176
	Iteration 56Q: 3 clusters Score -1612968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1612968.125000 Penalty: 3184.680176
	Iteration 57Q: 3 clusters Score -1612968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1612968.000000 Penalty: 3184.680176
	Iteration 58Q: 3 clusters Score -1612968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1612969.250000 Penalty: 3184.680176
	Iteration 59Q: 3 clusters Score -1612969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1612971.125000 Penalty: 3184.680176
	Iteration 60F: 3 clusters Score -1612971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1612971.875000 Penalty: 3184.680176
	Iteration 61Q: 3 clusters Score -1612972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1612972.375000 Penalty: 3184.680176
	Iteration 62Q: 3 clusters Score -1612972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1612972.375000 Penalty: 3184.680176
	Iteration 63F: 3 clusters Score -1612972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 87160 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 1551 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 8 contains 4419 members 
Mstep: Class 9 contains 45380 members 
Mstep: Class 11 contains 185666 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 8956 members 
Mstep: Class 14 contains 34883 members 
Mstep: Class 15 contains 4192 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 18 contains 16515 members 
Mstep: Class 19 contains 10466 members 
Mstep: Class 20 contains 18016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53832248.000000 Penalty: 49689.800781
Iteration 39Q: 24 clusters Score -5.383225e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 11635 members 
Mstep: Class 3 contains 87174 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 46069 members 
Mstep: Class 10 contains 20764 members 
Mstep: Class 11 contains 186002 members 
Mstep: Class 12 contains 2682 members 
Mstep: Class 13 contains 8960 members 
Mstep: Class 14 contains 34184 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 5138 members 
Mstep: Class 17 contains 487 members 
Mstep: Class 18 contains 16486 members 
Mstep: Class 19 contains 10916 members 
Mstep: Class 20 contains 17793 members 
Mstep: Class 21 contains 1292 members 
Mstep: Class 22 contains 114668 members 
Mstep: Class 23 contains 3871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1838.377808 but Gain 2160.429688
Score: -53835636.000000 Penalty: 47529.371094
Iteration 40F: 23 clusters Score -5.383564e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 11564 members 
Mstep: Class 3 contains 87207 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 1882 members 
Mstep: Class 6 contains 6246 members 
Mstep: Class 8 contains 4194 members 
Mstep: Class 9 contains 46773 members 
Mstep: Class 10 contains 20616 members 
Mstep: Class 11 contains 186599 members 
Mstep: Class 12 contains 2622 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 33308 members 
Mstep: Class 15 contains 4722 members 
Mstep: Class 16 contains 5155 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 18 contains 16415 members 
Mstep: Class 19 contains 11054 members 
Mstep: Class 20 contains 17672 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 114507 members 
Mstep: Class 23 contains 4040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53837960.000000 Penalty: 47529.371094
Iteration 41Q: 23 clusters Score -5.383796e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 11530 members 
Mstep: Class 3 contains 87229 members 
Mstep: Class 4 contains 2062 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 6177 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 47410 members 
Mstep: Class 10 contains 20387 members 
Mstep: Class 11 contains 187261 members 
Mstep: Class 12 contains 2598 members 
Mstep: Class 13 contains 8854 members 
Mstep: Class 14 contains 32436 members 
Mstep: Class 15 contains 4830 members 
Mstep: Class 16 contains 5172 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 16333 members 
Mstep: Class 19 contains 11156 members 
Mstep: Class 20 contains 17565 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 114385 members 
Mstep: Class 23 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53838736.000000 Penalty: 47529.371094
Iteration 42Q: 23 clusters Score -5.383874e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 11489 members 
Mstep: Class 3 contains 87256 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 1875 members 
Mstep: Class 6 contains 6105 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 48101 members 
Mstep: Class 10 contains 20103 members 
Mstep: Class 11 contains 187938 members 
Mstep: Class 12 contains 2590 members 
Mstep: Class 13 contains 8844 members 
Mstep: Class 14 contains 31601 members 
Mstep: Class 15 contains 4876 members 
Mstep: Class 16 contains 5175 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 16243 members 
Mstep: Class 19 contains 11238 members 
Mstep: Class 20 contains 17462 members 
Mstep: Class 21 contains 1482 members 
Mstep: Class 22 contains 114354 members 
Mstep: Class 23 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53839516.000000 Penalty: 47529.371094
Iteration 43Q: 23 clusters Score -5.383952e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 87281 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 6026 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 48764 members 
Mstep: Class 10 contains 19809 members 
Mstep: Class 11 contains 188582 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 30816 members 
Mstep: Class 15 contains 4909 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 16165 members 
Mstep: Class 19 contains 11306 members 
Mstep: Class 20 contains 17351 members 
Mstep: Class 21 contains 1483 members 
Mstep: Class 22 contains 114342 members 
Mstep: Class 23 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53839936.000000 Penalty: 47529.371094
Iteration 44Q: 23 clusters Score -5.383994e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 11451 members 
Mstep: Class 3 contains 87298 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5963 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 49378 members 
Mstep: Class 10 contains 19507 members 
Mstep: Class 11 contains 189234 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 30071 members 
Mstep: Class 15 contains 4932 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 16091 members 
Mstep: Class 19 contains 11350 members 
Mstep: Class 20 contains 17264 members 
Mstep: Class 21 contains 1480 members 
Mstep: Class 22 contains 114329 members 
Mstep: Class 23 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53840152.000000 Penalty: 47529.371094
Iteration 45Q: 23 clusters Score -5.384015e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 11439 members 
Mstep: Class 3 contains 87305 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 1866 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 49941 members 
Mstep: Class 10 contains 19223 members 
Mstep: Class 11 contains 189875 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 8809 members 
Mstep: Class 14 contains 29343 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 16004 members 
Mstep: Class 19 contains 11382 members 
Mstep: Class 20 contains 17186 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 114316 members 
Mstep: Class 23 contains 4551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53840436.000000 Penalty: 47529.371094
Iteration 46Q: 23 clusters Score -5.384044e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 87312 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 5892 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 9 contains 50480 members 
Mstep: Class 10 contains 18939 members 
Mstep: Class 11 contains 190498 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 8786 members 
Mstep: Class 14 contains 28645 members 
Mstep: Class 15 contains 4964 members 
Mstep: Class 16 contains 5220 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 15917 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 17127 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 22 contains 114303 members 
Mstep: Class 23 contains 4624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53840772.000000 Penalty: 47529.371094
Iteration 47Q: 23 clusters Score -5.384077e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 87325 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 5879 members 
Mstep: Class 8 contains 3719 members 
Mstep: Class 9 contains 51013 members 
Mstep: Class 10 contains 18616 members 
Mstep: Class 11 contains 191114 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 8768 members 
Mstep: Class 14 contains 27996 members 
Mstep: Class 15 contains 4969 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 15834 members 
Mstep: Class 19 contains 11437 members 
Mstep: Class 20 contains 17065 members 
Mstep: Class 21 contains 1446 members 
Mstep: Class 22 contains 114297 members 
Mstep: Class 23 contains 4695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53841008.000000 Penalty: 47529.371094
Iteration 48Q: 23 clusters Score -5.384101e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 11434 members 
Mstep: Class 3 contains 87325 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5848 members 
Mstep: Class 8 contains 3713 members 
Mstep: Class 9 contains 51465 members 
Mstep: Class 10 contains 18362 members 
Mstep: Class 11 contains 191684 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 8763 members 
Mstep: Class 14 contains 27370 members 
Mstep: Class 15 contains 4970 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 15744 members 
Mstep: Class 19 contains 11466 members 
Mstep: Class 20 contains 17018 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 22 contains 114298 members 
Mstep: Class 23 contains 4756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53841288.000000 Penalty: 47529.371094
Iteration 49Q: 23 clusters Score -5.384129e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 11430 members 
Mstep: Class 3 contains 87322 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5816 members 
Mstep: Class 8 contains 3701 members 
Mstep: Class 9 contains 51945 members 
Mstep: Class 10 contains 18112 members 
Mstep: Class 11 contains 192290 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 8753 members 
Mstep: Class 14 contains 26730 members 
Mstep: Class 15 contains 4970 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 15642 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 16972 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 114294 members 
Mstep: Class 23 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53841332.000000 Penalty: 47529.371094
Iteration 50Q: 23 clusters Score -5.384133e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 87326 members 
Mstep: Class 4 contains 1503 members 
Mstep: Class 5 contains 1870 members 
Mstep: Class 6 contains 5795 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 52443 members 
Mstep: Class 10 contains 17853 members 
Mstep: Class 11 contains 192816 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 8746 members 
Mstep: Class 14 contains 26117 members 
Mstep: Class 15 contains 4973 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 15551 members 
Mstep: Class 19 contains 11520 members 
Mstep: Class 20 contains 16924 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 114289 members 
Mstep: Class 23 contains 4866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53841680.000000 Penalty: 47529.371094
Iteration 51Q: 23 clusters Score -5.384168e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 87323 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 1871 members 
Mstep: Class 6 contains 5769 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 52925 members 
Mstep: Class 10 contains 17614 members 
Mstep: Class 11 contains 193321 members 
Mstep: Class 12 contains 2566 members 
Mstep: Class 13 contains 8742 members 
Mstep: Class 14 contains 25512 members 
Mstep: Class 15 contains 4971 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 15462 members 
Mstep: Class 19 contains 11540 members 
Mstep: Class 20 contains 16876 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 114290 members 
Mstep: Class 23 contains 4921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53841868.000000 Penalty: 47529.371094
Iteration 52Q: 23 clusters Score -5.384187e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 11423 members 
Mstep: Class 3 contains 87326 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 5748 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 53374 members 
Mstep: Class 10 contains 17388 members 
Mstep: Class 11 contains 193775 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 8722 members 
Mstep: Class 14 contains 24965 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 15395 members 
Mstep: Class 19 contains 11541 members 
Mstep: Class 20 contains 16838 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 114292 members 
Mstep: Class 23 contains 4976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53841968.000000 Penalty: 47529.371094
Iteration 53Q: 23 clusters Score -5.384197e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 11423 members 
Mstep: Class 3 contains 87333 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 1875 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 8 contains 3700 members 
Mstep: Class 9 contains 53750 members 
Mstep: Class 10 contains 17201 members 
Mstep: Class 11 contains 194175 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 8702 members 
Mstep: Class 14 contains 24469 members 
Mstep: Class 15 contains 4971 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 11542 members 
Mstep: Class 20 contains 16798 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 114290 members 
Mstep: Class 23 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842116.000000 Penalty: 47529.371094
Iteration 54Q: 23 clusters Score -5.384212e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 11416 members 
Mstep: Class 3 contains 87333 members 
Mstep: Class 4 contains 1400 members 
Mstep: Class 5 contains 1875 members 
Mstep: Class 6 contains 5732 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 54084 members 
Mstep: Class 10 contains 17021 members 
Mstep: Class 11 contains 194552 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 8707 members 
Mstep: Class 14 contains 24004 members 
Mstep: Class 15 contains 4974 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 11539 members 
Mstep: Class 20 contains 16769 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 114291 members 
Mstep: Class 23 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842316.000000 Penalty: 47529.371094
Iteration 55Q: 23 clusters Score -5.384232e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 11412 members 
Mstep: Class 3 contains 87329 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 1874 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 8 contains 3706 members 
Mstep: Class 9 contains 54393 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 194881 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 8707 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 4974 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 15209 members 
Mstep: Class 19 contains 11532 members 
Mstep: Class 20 contains 16733 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 114294 members 
Mstep: Class 23 contains 5174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842452.000000 Penalty: 47529.371094
Iteration 56Q: 23 clusters Score -5.384245e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 11407 members 
Mstep: Class 3 contains 87329 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 1872 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 54661 members 
Mstep: Class 10 contains 16753 members 
Mstep: Class 11 contains 195205 members 
Mstep: Class 12 contains 2539 members 
Mstep: Class 13 contains 8701 members 
Mstep: Class 14 contains 23137 members 
Mstep: Class 15 contains 4975 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 15157 members 
Mstep: Class 19 contains 11519 members 
Mstep: Class 20 contains 16695 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 22 contains 114295 members 
Mstep: Class 23 contains 5252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842500.000000 Penalty: 47529.371094
Iteration 57Q: 23 clusters Score -5.38425e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 11403 members 
Mstep: Class 3 contains 87331 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 5726 members 
Mstep: Class 8 contains 3714 members 
Mstep: Class 9 contains 54924 members 
Mstep: Class 10 contains 16609 members 
Mstep: Class 11 contains 195463 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 8693 members 
Mstep: Class 14 contains 22777 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 15119 members 
Mstep: Class 19 contains 11515 members 
Mstep: Class 20 contains 16660 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 114294 members 
Mstep: Class 23 contains 5330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842668.000000 Penalty: 47529.371094
Iteration 58Q: 23 clusters Score -5.384267e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11400 members 
Mstep: Class 3 contains 87333 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 1874 members 
Mstep: Class 6 contains 5718 members 
Mstep: Class 8 contains 3722 members 
Mstep: Class 9 contains 55171 members 
Mstep: Class 10 contains 16481 members 
Mstep: Class 11 contains 195697 members 
Mstep: Class 12 contains 2527 members 
Mstep: Class 13 contains 8681 members 
Mstep: Class 14 contains 22471 members 
Mstep: Class 15 contains 4977 members 
Mstep: Class 16 contains 5220 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 15079 members 
Mstep: Class 19 contains 11504 members 
Mstep: Class 20 contains 16633 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 114291 members 
Mstep: Class 23 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842716.000000 Penalty: 47529.371094
Iteration 59Q: 23 clusters Score -5.384272e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 11397 members 
Mstep: Class 3 contains 87332 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 5 contains 1874 members 
Mstep: Class 6 contains 5714 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 55400 members 
Mstep: Class 10 contains 16357 members 
Mstep: Class 11 contains 195936 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 8670 members 
Mstep: Class 14 contains 22193 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 15022 members 
Mstep: Class 19 contains 11488 members 
Mstep: Class 20 contains 16597 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 114291 members 
Mstep: Class 23 contains 5471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842804.000000 Penalty: 47529.371094
Iteration 60F: 23 clusters Score -5.38428e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 11396 members 
Mstep: Class 3 contains 87338 members 
Mstep: Class 4 contains 1347 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 5714 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 55618 members 
Mstep: Class 10 contains 16237 members 
Mstep: Class 11 contains 196114 members 
Mstep: Class 12 contains 2507 members 
Mstep: Class 13 contains 8663 members 
Mstep: Class 14 contains 21954 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 14973 members 
Mstep: Class 19 contains 11470 members 
Mstep: Class 20 contains 16568 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 114289 members 
Mstep: Class 23 contains 5537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842920.000000 Penalty: 47529.371094
Iteration 61Q: 23 clusters Score -5.384292e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 87335 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 5715 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 55819 members 
Mstep: Class 10 contains 16118 members 
Mstep: Class 11 contains 196287 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 8647 members 
Mstep: Class 14 contains 21747 members 
Mstep: Class 15 contains 4981 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 11472 members 
Mstep: Class 20 contains 16538 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 114289 members 
Mstep: Class 23 contains 5605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842904.000000 Penalty: 47529.371094
Iteration 62Q: 23 clusters Score -5.38429e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 11398 members 
Mstep: Class 3 contains 87334 members 
Mstep: Class 4 contains 1321 members 
Mstep: Class 5 contains 1871 members 
Mstep: Class 6 contains 5719 members 
Mstep: Class 8 contains 3774 members 
Mstep: Class 9 contains 55997 members 
Mstep: Class 10 contains 16013 members 
Mstep: Class 11 contains 196442 members 
Mstep: Class 12 contains 2466 members 
Mstep: Class 13 contains 8634 members 
Mstep: Class 14 contains 21545 members 
Mstep: Class 15 contains 4984 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 14885 members 
Mstep: Class 19 contains 11468 members 
Mstep: Class 20 contains 16530 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 114286 members 
Mstep: Class 23 contains 5670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843060.000000 Penalty: 47529.371094
Iteration 63Q: 23 clusters Score -5.384306e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 11398 members 
Mstep: Class 3 contains 87334 members 
Mstep: Class 4 contains 1307 members 
Mstep: Class 5 contains 1872 members 
Mstep: Class 6 contains 5721 members 
Mstep: Class 8 contains 3789 members 
Mstep: Class 9 contains 56167 members 
Mstep: Class 10 contains 15911 members 
Mstep: Class 11 contains 196607 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 8615 members 
Mstep: Class 14 contains 21362 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 556 members 
Mstep: Class 18 contains 14824 members 
Mstep: Class 19 contains 11464 members 
Mstep: Class 20 contains 16506 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 22 contains 114281 members 
Mstep: Class 23 contains 5743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843052.000000 Penalty: 47529.371094
Iteration 64Q: 23 clusters Score -5.384305e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 11398 members 
Mstep: Class 3 contains 87333 members 
Mstep: Class 4 contains 1293 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 8 contains 3802 members 
Mstep: Class 9 contains 56336 members 
Mstep: Class 10 contains 15807 members 
Mstep: Class 11 contains 196748 members 
Mstep: Class 12 contains 2440 members 
Mstep: Class 13 contains 8600 members 
Mstep: Class 14 contains 21190 members 
Mstep: Class 15 contains 4986 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 558 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 11476 members 
Mstep: Class 20 contains 16475 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 114281 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842952.000000 Penalty: 47529.371094
Iteration 65Q: 23 clusters Score -5.384295e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 11398 members 
Mstep: Class 3 contains 87333 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 1875 members 
Mstep: Class 6 contains 5722 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 56482 members 
Mstep: Class 10 contains 15707 members 
Mstep: Class 11 contains 196883 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 8588 members 
Mstep: Class 14 contains 21052 members 
Mstep: Class 15 contains 4984 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 558 members 
Mstep: Class 18 contains 14719 members 
Mstep: Class 19 contains 11470 members 
Mstep: Class 20 contains 16459 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 114280 members 
Mstep: Class 23 contains 5874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843140.000000 Penalty: 47529.371094
Iteration 66Q: 23 clusters Score -5.384314e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 11396 members 
Mstep: Class 3 contains 87338 members 
Mstep: Class 4 contains 1280 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 5719 members 
Mstep: Class 8 contains 3816 members 
Mstep: Class 9 contains 56624 members 
Mstep: Class 10 contains 15614 members 
Mstep: Class 11 contains 197013 members 
Mstep: Class 12 contains 2410 members 
Mstep: Class 13 contains 8581 members 
Mstep: Class 14 contains 20899 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 558 members 
Mstep: Class 18 contains 14685 members 
Mstep: Class 19 contains 11465 members 
Mstep: Class 20 contains 16442 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 114277 members 
Mstep: Class 23 contains 5931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843096.000000 Penalty: 47529.371094
Iteration 67Q: 23 clusters Score -5.38431e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 87342 members 
Mstep: Class 4 contains 1275 members 
Mstep: Class 5 contains 1875 members 
Mstep: Class 6 contains 5718 members 
Mstep: Class 8 contains 3817 members 
Mstep: Class 9 contains 56748 members 
Mstep: Class 10 contains 15545 members 
Mstep: Class 11 contains 197127 members 
Mstep: Class 12 contains 2390 members 
Mstep: Class 13 contains 8578 members 
Mstep: Class 14 contains 20761 members 
Mstep: Class 15 contains 4984 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14650 members 
Mstep: Class 19 contains 11471 members 
Mstep: Class 20 contains 16419 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 114282 members 
Mstep: Class 23 contains 5982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843124.000000 Penalty: 47529.371094
Iteration 68Q: 23 clusters Score -5.384312e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 87342 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 5715 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 56852 members 
Mstep: Class 10 contains 15489 members 
Mstep: Class 11 contains 197265 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 8571 members 
Mstep: Class 14 contains 20620 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14619 members 
Mstep: Class 19 contains 11458 members 
Mstep: Class 20 contains 16396 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 114282 members 
Mstep: Class 23 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843256.000000 Penalty: 47529.371094
Iteration 69Q: 23 clusters Score -5.384326e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 87343 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 1872 members 
Mstep: Class 6 contains 5716 members 
Mstep: Class 8 contains 3828 members 
Mstep: Class 9 contains 56942 members 
Mstep: Class 10 contains 15437 members 
Mstep: Class 11 contains 197399 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 8565 members 
Mstep: Class 14 contains 20491 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14584 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 16380 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 114283 members 
Mstep: Class 23 contains 6101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843200.000000 Penalty: 47529.371094
Iteration 70Q: 23 clusters Score -5.38432e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 87344 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 1869 members 
Mstep: Class 6 contains 5716 members 
Mstep: Class 8 contains 3839 members 
Mstep: Class 9 contains 57041 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 197500 members 
Mstep: Class 12 contains 2341 members 
Mstep: Class 13 contains 8561 members 
Mstep: Class 14 contains 20368 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14557 members 
Mstep: Class 19 contains 11406 members 
Mstep: Class 20 contains 16364 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 114283 members 
Mstep: Class 23 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843268.000000 Penalty: 47529.371094
Iteration 71Q: 23 clusters Score -5.384327e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 87340 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 5719 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 57147 members 
Mstep: Class 10 contains 15304 members 
Mstep: Class 11 contains 197604 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 14 contains 20244 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14528 members 
Mstep: Class 19 contains 11367 members 
Mstep: Class 20 contains 16353 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 22 contains 114282 members 
Mstep: Class 23 contains 6247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843292.000000 Penalty: 47529.371094
Iteration 72Q: 23 clusters Score -5.384329e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 87341 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 5722 members 
Mstep: Class 8 contains 3847 members 
Mstep: Class 9 contains 57244 members 
Mstep: Class 10 contains 15229 members 
Mstep: Class 11 contains 197695 members 
Mstep: Class 12 contains 2316 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 14 contains 20155 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14496 members 
Mstep: Class 19 contains 11327 members 
Mstep: Class 20 contains 16339 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 114284 members 
Mstep: Class 23 contains 6331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843368.000000 Penalty: 47529.371094
Iteration 73Q: 23 clusters Score -5.384337e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 11396 members 
Mstep: Class 3 contains 87339 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 5724 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 57342 members 
Mstep: Class 10 contains 15155 members 
Mstep: Class 11 contains 197786 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 8538 members 
Mstep: Class 14 contains 20061 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14452 members 
Mstep: Class 19 contains 11314 members 
Mstep: Class 20 contains 16319 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 22 contains 114283 members 
Mstep: Class 23 contains 6411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843432.000000 Penalty: 47529.371094
Iteration 74Q: 23 clusters Score -5.384343e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 87335 members 
Mstep: Class 4 contains 1232 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5728 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 57421 members 
Mstep: Class 10 contains 15093 members 
Mstep: Class 11 contains 197882 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 8524 members 
Mstep: Class 14 contains 19963 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14421 members 
Mstep: Class 19 contains 11297 members 
Mstep: Class 20 contains 16302 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 114282 members 
Mstep: Class 23 contains 6485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843444.000000 Penalty: 47529.371094
Iteration 75Q: 23 clusters Score -5.384344e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 11390 members 
Mstep: Class 3 contains 87335 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5730 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 57493 members 
Mstep: Class 10 contains 15032 members 
Mstep: Class 11 contains 197966 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 8515 members 
Mstep: Class 14 contains 19878 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14386 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 16294 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 114282 members 
Mstep: Class 23 contains 6569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843544.000000 Penalty: 47529.371094
Iteration 76Q: 23 clusters Score -5.384354e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 87338 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5732 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 57560 members 
Mstep: Class 10 contains 14981 members 
Mstep: Class 11 contains 198067 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 8500 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14353 members 
Mstep: Class 19 contains 11247 members 
Mstep: Class 20 contains 16280 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 114281 members 
Mstep: Class 23 contains 6638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843640.000000 Penalty: 47529.371094
Iteration 77Q: 23 clusters Score -5.384364e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 87338 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 57637 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 198146 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 8488 members 
Mstep: Class 14 contains 19672 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14318 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 16265 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 114280 members 
Mstep: Class 23 contains 6685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843632.000000 Penalty: 47529.371094
Iteration 78Q: 23 clusters Score -5.384363e+07 nChanged 317
Entering ConstructFrom: 
Score: -53843632.000000 Penalty: 47529.371094
Entering ConstructFrom: 
Trying to split cluster 1 (6676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Entering Unmasked Estep 
Score: -660882.625000 Penalty: 1431.019531
	Iteration 0F: 2 clusters Score -660882.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -655797.187500 Penalty: 2862.039062
	Iteration 0F: 3 clusters Score -655797.2 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -657270.375000 Penalty: 2862.039062
	Iteration 1F: 3 clusters Score -657270.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -657439.750000 Penalty: 2862.039062
	Iteration 2F: 3 clusters Score -657439.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -657552.312500 Penalty: 2862.039062
	Iteration 3Q: 3 clusters Score -657552.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -657626.062500 Penalty: 2862.039062
	Iteration 4Q: 3 clusters Score -657626.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -657689.062500 Penalty: 2862.039062
	Iteration 5Q: 3 clusters Score -657689.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -657738.187500 Penalty: 2862.039062
	Iteration 6Q: 3 clusters Score -657738.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -657780.250000 Penalty: 2862.039062
	Iteration 7Q: 3 clusters Score -657780.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -657816.250000 Penalty: 2862.039062
	Iteration 8Q: 3 clusters Score -657816.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -657849.687500 Penalty: 2862.039062
	Iteration 9Q: 3 clusters Score -657849.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -657874.000000 Penalty: 2862.039062
	Iteration 10Q: 3 clusters Score -657874 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -657897.937500 Penalty: 2862.039062
	Iteration 11Q: 3 clusters Score -657897.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -657911.687500 Penalty: 2862.039062
	Iteration 12Q: 3 clusters Score -657911.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -657929.562500 Penalty: 2862.039062
	Iteration 13Q: 3 clusters Score -657929.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -657941.625000 Penalty: 2862.039062
	Iteration 14Q: 3 clusters Score -657941.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -657948.500000 Penalty: 2862.039062
	Iteration 15Q: 3 clusters Score -657948.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -657955.312500 Penalty: 2862.039062
	Iteration 16Q: 3 clusters Score -657955.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -657957.687500 Penalty: 2862.039062
	Iteration 17Q: 3 clusters Score -657957.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -657964.375000 Penalty: 2862.039062
	Iteration 18Q: 3 clusters Score -657964.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -657969.562500 Penalty: 2862.039062
	Iteration 19Q: 3 clusters Score -657969.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -657974.062500 Penalty: 2862.039062
	Iteration 20F: 3 clusters Score -657974.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -657976.187500 Penalty: 2862.039062
	Iteration 21Q: 3 clusters Score -657976.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -657984.000000 Penalty: 2862.039062
	Iteration 22Q: 3 clusters Score -657984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -657986.375000 Penalty: 2862.039062
	Iteration 23Q: 3 clusters Score -657986.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -657992.937500 Penalty: 2862.039062
	Iteration 24Q: 3 clusters Score -657992.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -657997.687500 Penalty: 2862.039062
	Iteration 25Q: 3 clusters Score -657997.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -658002.437500 Penalty: 2862.039062
	Iteration 26Q: 3 clusters Score -658002.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -658006.125000 Penalty: 2862.039062
	Iteration 27Q: 3 clusters Score -658006.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -658007.875000 Penalty: 2862.039062
	Iteration 28Q: 3 clusters Score -658007.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -658013.562500 Penalty: 2862.039062
	Iteration 29Q: 3 clusters Score -658013.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -658019.125000 Penalty: 2862.039062
	Iteration 30Q: 3 clusters Score -658019.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -658025.937500 Penalty: 2862.039062
	Iteration 31Q: 3 clusters Score -658025.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -658033.937500 Penalty: 2862.039062
	Iteration 32Q: 3 clusters Score -658033.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -658040.687500 Penalty: 2862.039062
	Iteration 33Q: 3 clusters Score -658040.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -658046.937500 Penalty: 2862.039062
	Iteration 34Q: 3 clusters Score -658046.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -658054.437500 Penalty: 2862.039062
	Iteration 35Q: 3 clusters Score -658054.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -658060.250000 Penalty: 2862.039062
	Iteration 36Q: 3 clusters Score -658060.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -658068.562500 Penalty: 2862.039062
	Iteration 37Q: 3 clusters Score -658068.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -658079.437500 Penalty: 2862.039062
	Iteration 38Q: 3 clusters Score -658079.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -658089.062500 Penalty: 2862.039062
	Iteration 39Q: 3 clusters Score -658089.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -658104.000000 Penalty: 2862.039062
	Iteration 40F: 3 clusters Score -658104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -658123.500000 Penalty: 2862.039062
	Iteration 41Q: 3 clusters Score -658123.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -658152.125000 Penalty: 2862.039062
	Iteration 42Q: 3 clusters Score -658152.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -658182.500000 Penalty: 2862.039062
	Iteration 43Q: 3 clusters Score -658182.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -658220.500000 Penalty: 2862.039062
	Iteration 44Q: 3 clusters Score -658220.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -658266.375000 Penalty: 2862.039062
	Iteration 45Q: 3 clusters Score -658266.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -658327.000000 Penalty: 2862.039062
	Iteration 46Q: 3 clusters Score -658327 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -658379.500000 Penalty: 2862.039062
	Iteration 47Q: 3 clusters Score -658379.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -658435.500000 Penalty: 2862.039062
	Iteration 48Q: 3 clusters Score -658435.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -658513.812500 Penalty: 2862.039062
	Iteration 49Q: 3 clusters Score -658513.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -658606.937500 Penalty: 2862.039062
	Iteration 50Q: 3 clusters Score -658606.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -658709.187500 Penalty: 2862.039062
	Iteration 51Q: 3 clusters Score -658709.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -658836.625000 Penalty: 2862.039062
	Iteration 52Q: 3 clusters Score -658836.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -658967.187500 Penalty: 2862.039062
	Iteration 53Q: 3 clusters Score -658967.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -659089.625000 Penalty: 2862.039062
	Iteration 54Q: 3 clusters Score -659089.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -659212.312500 Penalty: 2862.039062
	Iteration 55Q: 3 clusters Score -659212.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -659317.875000 Penalty: 2862.039062
	Iteration 56Q: 3 clusters Score -659317.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -659399.187500 Penalty: 2862.039062
	Iteration 57Q: 3 clusters Score -659399.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -659459.687500 Penalty: 2862.039062
	Iteration 58Q: 3 clusters Score -659459.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -659516.937500 Penalty: 2862.039062
	Iteration 59Q: 3 clusters Score -659516.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -659563.687500 Penalty: 2862.039062
	Iteration 60F: 3 clusters Score -659563.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -659603.937500 Penalty: 2862.039062
	Iteration 61Q: 3 clusters Score -659603.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -659626.125000 Penalty: 2862.039062
	Iteration 62Q: 3 clusters Score -659626.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -659637.312500 Penalty: 2862.039062
	Iteration 63Q: 3 clusters Score -659637.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -659646.250000 Penalty: 2862.039062
	Iteration 64Q: 3 clusters Score -659646.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -659653.875000 Penalty: 2862.039062
	Iteration 65Q: 3 clusters Score -659653.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -659662.125000 Penalty: 2862.039062
	Iteration 66Q: 3 clusters Score -659662.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -659666.875000 Penalty: 2862.039062
	Iteration 67Q: 3 clusters Score -659666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -659668.812500 Penalty: 2862.039062
	Iteration 68Q: 3 clusters Score -659668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -659672.937500 Penalty: 2862.039062
	Iteration 69Q: 3 clusters Score -659672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -659674.062500 Penalty: 2862.039062
	Iteration 70Q: 3 clusters Score -659674.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -659676.250000 Penalty: 2862.039062
	Iteration 71Q: 3 clusters Score -659676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -659677.937500 Penalty: 2862.039062
	Iteration 72Q: 3 clusters Score -659677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -659678.812500 Penalty: 2862.039062
	Iteration 73Q: 3 clusters Score -659678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -659680.312500 Penalty: 2862.039062
	Iteration 74Q: 3 clusters Score -659680.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -659680.312500 Penalty: 2862.039062
	Iteration 75F: 3 clusters Score -659680.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Entering Unmasked Estep 
Score: -1094042.375000 Penalty: 1517.758423
	Iteration 0F: 2 clusters Score -1094042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1086012.625000 Penalty: 3035.516846
	Iteration 0F: 3 clusters Score -1086013 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1088615.000000 Penalty: 3035.516846
	Iteration 1F: 3 clusters Score -1088615 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1088875.500000 Penalty: 3035.516846
	Iteration 2F: 3 clusters Score -1088876 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1089164.625000 Penalty: 3035.516846
	Iteration 3Q: 3 clusters Score -1089165 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1089488.500000 Penalty: 3035.516846
	Iteration 4Q: 3 clusters Score -1089488 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1089811.750000 Penalty: 3035.516846
	Iteration 5Q: 3 clusters Score -1089812 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1090133.000000 Penalty: 3035.516846
	Iteration 6F: 3 clusters Score -1090133 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1090415.625000 Penalty: 3035.516846
	Iteration 7Q: 3 clusters Score -1090416 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1090663.750000 Penalty: 3035.516846
	Iteration 8Q: 3 clusters Score -1090664 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1090890.000000 Penalty: 3035.516846
	Iteration 9Q: 3 clusters Score -1090890 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1091054.250000 Penalty: 3035.516846
	Iteration 10Q: 3 clusters Score -1091054 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1091211.125000 Penalty: 3035.516846
	Iteration 11Q: 3 clusters Score -1091211 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1091357.625000 Penalty: 3035.516846
	Iteration 12Q: 3 clusters Score -1091358 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1091509.875000 Penalty: 3035.516846
	Iteration 13Q: 3 clusters Score -1091510 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1091633.750000 Penalty: 3035.516846
	Iteration 14Q: 3 clusters Score -1091634 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1091739.625000 Penalty: 3035.516846
	Iteration 15Q: 3 clusters Score -1091740 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1091840.875000 Penalty: 3035.516846
	Iteration 16Q: 3 clusters Score -1091841 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1091941.875000 Penalty: 3035.516846
	Iteration 17Q: 3 clusters Score -1091942 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1092040.000000 Penalty: 3035.516846
	Iteration 18Q: 3 clusters Score -1092040 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1092149.875000 Penalty: 3035.516846
	Iteration 19Q: 3 clusters Score -1092150 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1092253.750000 Penalty: 3035.516846
	Iteration 20F: 3 clusters Score -1092254 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1092383.875000 Penalty: 3035.516846
	Iteration 21Q: 3 clusters Score -1092384 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1092513.750000 Penalty: 3035.516846
	Iteration 22Q: 3 clusters Score -1092514 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1092663.250000 Penalty: 3035.516846
	Iteration 23Q: 3 clusters Score -1092663 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1092801.375000 Penalty: 3035.516846
	Iteration 24Q: 3 clusters Score -1092801 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1092932.250000 Penalty: 3035.516846
	Iteration 25Q: 3 clusters Score -1092932 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1093045.500000 Penalty: 3035.516846
	Iteration 26Q: 3 clusters Score -1093046 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1093123.000000 Penalty: 3035.516846
	Iteration 27Q: 3 clusters Score -1093123 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1093182.875000 Penalty: 3035.516846
	Iteration 28Q: 3 clusters Score -1093183 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1093224.125000 Penalty: 3035.516846
	Iteration 29Q: 3 clusters Score -1093224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1093255.500000 Penalty: 3035.516846
	Iteration 30Q: 3 clusters Score -1093256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1093274.750000 Penalty: 3035.516846
	Iteration 31Q: 3 clusters Score -1093275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1093283.750000 Penalty: 3035.516846
	Iteration 32Q: 3 clusters Score -1093284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1093295.875000 Penalty: 3035.516846
	Iteration 33Q: 3 clusters Score -1093296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1093302.625000 Penalty: 3035.516846
	Iteration 34Q: 3 clusters Score -1093303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1093308.750000 Penalty: 3035.516846
	Iteration 35Q: 3 clusters Score -1093309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1093314.750000 Penalty: 3035.516846
	Iteration 36Q: 3 clusters Score -1093315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1093318.500000 Penalty: 3035.516846
	Iteration 37Q: 3 clusters Score -1093318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1093319.375000 Penalty: 3035.516846
	Iteration 38Q: 3 clusters Score -1093319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1093321.500000 Penalty: 3035.516846
	Iteration 39Q: 3 clusters Score -1093322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1093321.125000 Penalty: 3035.516846
	Iteration 40F: 3 clusters Score -1093321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Entering Unmasked Estep 
Score: -8005838.500000 Penalty: 1848.850342
	Iteration 0F: 2 clusters Score -8005838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -7947731.000000 Penalty: 3697.700684
	Iteration 0F: 3 clusters Score -7947731 nChanged 41665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -7971501.000000 Penalty: 3697.700684
	Iteration 1F: 3 clusters Score -7971501 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -7972548.000000 Penalty: 3697.700684
	Iteration 2Q: 3 clusters Score -7972548 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -7974412.000000 Penalty: 3697.700684
	Iteration 3Q: 3 clusters Score -7974412 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -7977781.000000 Penalty: 3697.700684
	Iteration 4F: 3 clusters Score -7977781 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -7983175.000000 Penalty: 3697.700684
	Iteration 5F: 3 clusters Score -7983175 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -7990047.000000 Penalty: 3697.700684
	Iteration 6F: 3 clusters Score -7990047 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -7996270.500000 Penalty: 3697.700684
	Iteration 7F: 3 clusters Score -7996270 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -8000103.500000 Penalty: 3697.700684
	Iteration 8F: 3 clusters Score -8000104 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84451 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8002156.500000 Penalty: 3697.700684
	Iteration 9Q: 3 clusters Score -8002156 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8003155.500000 Penalty: 3697.700684
	Iteration 10Q: 3 clusters Score -8003156 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86371 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8003684.000000 Penalty: 3697.700684
	Iteration 11Q: 3 clusters Score -8003684 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8003936.000000 Penalty: 3697.700684
	Iteration 12Q: 3 clusters Score -8003936 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86837 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8004088.000000 Penalty: 3697.700684
	Iteration 13Q: 3 clusters Score -8004088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8004154.000000 Penalty: 3697.700684
	Iteration 14Q: 3 clusters Score -8004154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8004196.500000 Penalty: 3697.700684
	Iteration 15Q: 3 clusters Score -8004196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86992 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8004210.000000 Penalty: 3697.700684
	Iteration 16Q: 3 clusters Score -8004210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8004228.500000 Penalty: 3697.700684
	Iteration 17Q: 3 clusters Score -8004228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8004237.000000 Penalty: 3697.700684
	Iteration 18Q: 3 clusters Score -8004237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87027 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8004245.500000 Penalty: 3697.700684
	Iteration 19Q: 3 clusters Score -8004246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8004259.500000 Penalty: 3697.700684
	Iteration 20F: 3 clusters Score -8004260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8004272.500000 Penalty: 3697.700684
	Iteration 21Q: 3 clusters Score -8004272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8004276.000000 Penalty: 3697.700684
	Iteration 22Q: 3 clusters Score -8004276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8004274.500000 Penalty: 3697.700684
	Iteration 23Q: 3 clusters Score -8004274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8004268.000000 Penalty: 3697.700684
	Iteration 24Q: 3 clusters Score -8004268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8004273.000000 Penalty: 3697.700684
	Iteration 25Q: 3 clusters Score -8004273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8004274.500000 Penalty: 3697.700684
	Iteration 26Q: 3 clusters Score -8004274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8004277.000000 Penalty: 3697.700684
	Iteration 27Q: 3 clusters Score -8004277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8004285.000000 Penalty: 3697.700684
	Iteration 28Q: 3 clusters Score -8004285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8004286.000000 Penalty: 3697.700684
	Iteration 29Q: 3 clusters Score -8004286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8004281.000000 Penalty: 3697.700684
	Iteration 30Q: 3 clusters Score -8004281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8004281.500000 Penalty: 3697.700684
	Iteration 31Q: 3 clusters Score -8004282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8004292.000000 Penalty: 3697.700684
	Iteration 32Q: 3 clusters Score -8004292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8004294.500000 Penalty: 3697.700684
	Iteration 33Q: 3 clusters Score -8004294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8004290.000000 Penalty: 3697.700684
	Iteration 34Q: 3 clusters Score -8004290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8004290.000000 Penalty: 3697.700684
	Iteration 35F: 3 clusters Score -8004290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -109074.429688 Penalty: 1155.222656
	Iteration 0F: 2 clusters Score -109074.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -107467.023438 Penalty: 2310.445312
	Iteration 0F: 3 clusters Score -107467 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -107769.882812 Penalty: 2310.445312
	Iteration 1F: 3 clusters Score -107769.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -107851.492188 Penalty: 2310.445312
	Iteration 2F: 3 clusters Score -107851.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -107899.367188 Penalty: 2310.445312
	Iteration 3Q: 3 clusters Score -107899.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -107941.085938 Penalty: 2310.445312
	Iteration 4Q: 3 clusters Score -107941.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -107966.765625 Penalty: 2310.445312
	Iteration 5Q: 3 clusters Score -107966.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -107991.500000 Penalty: 2310.445312
	Iteration 6Q: 3 clusters Score -107991.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -108008.750000 Penalty: 2310.445312
	Iteration 7Q: 3 clusters Score -108008.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -108020.671875 Penalty: 2310.445312
	Iteration 8Q: 3 clusters Score -108020.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -108030.445312 Penalty: 2310.445312
	Iteration 9Q: 3 clusters Score -108030.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -108032.812500 Penalty: 2310.445312
	Iteration 10Q: 3 clusters Score -108032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -108035.546875 Penalty: 2310.445312
	Iteration 11Q: 3 clusters Score -108035.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -108037.570312 Penalty: 2310.445312
	Iteration 12Q: 3 clusters Score -108037.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -108040.140625 Penalty: 2310.445312
	Iteration 13Q: 3 clusters Score -108040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -108040.781250 Penalty: 2310.445312
	Iteration 14Q: 3 clusters Score -108040.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -108040.781250 Penalty: 2310.445312
	Iteration 15F: 3 clusters Score -108040.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -173052.250000 Penalty: 1224.051392
	Iteration 0F: 2 clusters Score -173052.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -171030.031250 Penalty: 2448.102783
	Iteration 0F: 3 clusters Score -171030 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -171453.343750 Penalty: 2448.102783
	Iteration 1F: 3 clusters Score -171453.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -171576.750000 Penalty: 2448.102783
	Iteration 2F: 3 clusters Score -171576.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -171645.984375 Penalty: 2448.102783
	Iteration 3F: 3 clusters Score -171646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -171679.640625 Penalty: 2448.102783
	Iteration 4Q: 3 clusters Score -171679.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -171709.859375 Penalty: 2448.102783
	Iteration 5Q: 3 clusters Score -171709.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -171740.812500 Penalty: 2448.102783
	Iteration 6Q: 3 clusters Score -171740.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -171770.937500 Penalty: 2448.102783
	Iteration 7Q: 3 clusters Score -171770.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -171795.187500 Penalty: 2448.102783
	Iteration 8Q: 3 clusters Score -171795.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -171817.703125 Penalty: 2448.102783
	Iteration 9Q: 3 clusters Score -171817.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -171837.875000 Penalty: 2448.102783
	Iteration 10Q: 3 clusters Score -171837.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -171856.015625 Penalty: 2448.102783
	Iteration 11Q: 3 clusters Score -171856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -171870.625000 Penalty: 2448.102783
	Iteration 12Q: 3 clusters Score -171870.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -171888.218750 Penalty: 2448.102783
	Iteration 13Q: 3 clusters Score -171888.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -171907.171875 Penalty: 2448.102783
	Iteration 14Q: 3 clusters Score -171907.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -171922.421875 Penalty: 2448.102783
	Iteration 15Q: 3 clusters Score -171922.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -171938.640625 Penalty: 2448.102783
	Iteration 16Q: 3 clusters Score -171938.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -171950.234375 Penalty: 2448.102783
	Iteration 17Q: 3 clusters Score -171950.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -171968.625000 Penalty: 2448.102783
	Iteration 18Q: 3 clusters Score -171968.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -171983.453125 Penalty: 2448.102783
	Iteration 19Q: 3 clusters Score -171983.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -171992.921875 Penalty: 2448.102783
	Iteration 20F: 3 clusters Score -171992.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -172006.000000 Penalty: 2448.102783
	Iteration 21Q: 3 clusters Score -172006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -172014.875000 Penalty: 2448.102783
	Iteration 22Q: 3 clusters Score -172014.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -172026.031250 Penalty: 2448.102783
	Iteration 23Q: 3 clusters Score -172026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -172036.640625 Penalty: 2448.102783
	Iteration 24Q: 3 clusters Score -172036.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -172048.468750 Penalty: 2448.102783
	Iteration 25Q: 3 clusters Score -172048.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -172054.406250 Penalty: 2448.102783
	Iteration 26Q: 3 clusters Score -172054.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -172058.953125 Penalty: 2448.102783
	Iteration 27Q: 3 clusters Score -172059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -172063.437500 Penalty: 2448.102783
	Iteration 28Q: 3 clusters Score -172063.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -172069.546875 Penalty: 2448.102783
	Iteration 29Q: 3 clusters Score -172069.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -172076.343750 Penalty: 2448.102783
	Iteration 30Q: 3 clusters Score -172076.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -172084.984375 Penalty: 2448.102783
	Iteration 31Q: 3 clusters Score -172085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -172096.937500 Penalty: 2448.102783
	Iteration 32Q: 3 clusters Score -172096.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -172103.609375 Penalty: 2448.102783
	Iteration 33Q: 3 clusters Score -172103.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -172105.828125 Penalty: 2448.102783
	Iteration 34Q: 3 clusters Score -172105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -172108.265625 Penalty: 2448.102783
	Iteration 35Q: 3 clusters Score -172108.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -172110.859375 Penalty: 2448.102783
	Iteration 36Q: 3 clusters Score -172110.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -172114.187500 Penalty: 2448.102783
	Iteration 37Q: 3 clusters Score -172114.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -172118.015625 Penalty: 2448.102783
	Iteration 38Q: 3 clusters Score -172118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -172121.359375 Penalty: 2448.102783
	Iteration 39Q: 3 clusters Score -172121.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -172124.656250 Penalty: 2448.102783
	Iteration 40F: 3 clusters Score -172124.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -172128.109375 Penalty: 2448.102783
	Iteration 41Q: 3 clusters Score -172128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -172130.062500 Penalty: 2448.102783
	Iteration 42Q: 3 clusters Score -172130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -172131.000000 Penalty: 2448.102783
	Iteration 43Q: 3 clusters Score -172131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -172131.281250 Penalty: 2448.102783
	Iteration 44Q: 3 clusters Score -172131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -172132.062500 Penalty: 2448.102783
	Iteration 45Q: 3 clusters Score -172132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -172132.062500 Penalty: 2448.102783
	Iteration 46F: 3 clusters Score -172132.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -512193.593750 Penalty: 1406.217407
	Iteration 0F: 2 clusters Score -512193.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -507751.843750 Penalty: 2812.434814
	Iteration 0F: 3 clusters Score -507751.8 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -509148.968750 Penalty: 2812.434814
	Iteration 1F: 3 clusters Score -509149 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -509407.625000 Penalty: 2812.434814
	Iteration 2F: 3 clusters Score -509407.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -509609.062500 Penalty: 2812.434814
	Iteration 3F: 3 clusters Score -509609.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -509770.843750 Penalty: 2812.434814
	Iteration 4Q: 3 clusters Score -509770.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -509921.062500 Penalty: 2812.434814
	Iteration 5Q: 3 clusters Score -509921.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -510060.062500 Penalty: 2812.434814
	Iteration 6Q: 3 clusters Score -510060.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -510190.531250 Penalty: 2812.434814
	Iteration 7Q: 3 clusters Score -510190.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -510305.562500 Penalty: 2812.434814
	Iteration 8Q: 3 clusters Score -510305.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -510418.625000 Penalty: 2812.434814
	Iteration 9Q: 3 clusters Score -510418.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -510512.000000 Penalty: 2812.434814
	Iteration 10Q: 3 clusters Score -510512 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -510606.187500 Penalty: 2812.434814
	Iteration 11Q: 3 clusters Score -510606.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -510711.562500 Penalty: 2812.434814
	Iteration 12Q: 3 clusters Score -510711.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -510790.812500 Penalty: 2812.434814
	Iteration 13Q: 3 clusters Score -510790.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -510883.312500 Penalty: 2812.434814
	Iteration 14Q: 3 clusters Score -510883.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -510986.718750 Penalty: 2812.434814
	Iteration 15Q: 3 clusters Score -510986.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -511063.000000 Penalty: 2812.434814
	Iteration 16Q: 3 clusters Score -511063 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -511130.281250 Penalty: 2812.434814
	Iteration 17Q: 3 clusters Score -511130.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -511173.187500 Penalty: 2812.434814
	Iteration 18Q: 3 clusters Score -511173.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -511186.593750 Penalty: 2812.434814
	Iteration 19Q: 3 clusters Score -511186.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -511192.625000 Penalty: 2812.434814
	Iteration 20F: 3 clusters Score -511192.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -511197.031250 Penalty: 2812.434814
	Iteration 21Q: 3 clusters Score -511197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -511200.937500 Penalty: 2812.434814
	Iteration 22Q: 3 clusters Score -511200.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -511201.625000 Penalty: 2812.434814
	Iteration 23Q: 3 clusters Score -511201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -511203.906250 Penalty: 2812.434814
	Iteration 24Q: 3 clusters Score -511203.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -511208.968750 Penalty: 2812.434814
	Iteration 25Q: 3 clusters Score -511209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -511213.812500 Penalty: 2812.434814
	Iteration 26Q: 3 clusters Score -511213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -511214.125000 Penalty: 2812.434814
	Iteration 27Q: 3 clusters Score -511214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -511214.187500 Penalty: 2812.434814
	Iteration 28Q: 3 clusters Score -511214.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -511214.187500 Penalty: 2812.434814
	Iteration 29F: 3 clusters Score -511214.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -349721.843750 Penalty: 1341.740845
	Iteration 0F: 2 clusters Score -349721.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -346425.500000 Penalty: 2683.481689
	Iteration 0F: 3 clusters Score -346425.5 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -347233.218750 Penalty: 2683.481689
	Iteration 1F: 3 clusters Score -347233.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -347370.406250 Penalty: 2683.481689
	Iteration 2F: 3 clusters Score -347370.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -347478.031250 Penalty: 2683.481689
	Iteration 3F: 3 clusters Score -347478 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -347556.937500 Penalty: 2683.481689
	Iteration 4Q: 3 clusters Score -347556.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -347611.531250 Penalty: 2683.481689
	Iteration 5Q: 3 clusters Score -347611.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -347642.500000 Penalty: 2683.481689
	Iteration 6Q: 3 clusters Score -347642.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -347669.781250 Penalty: 2683.481689
	Iteration 7Q: 3 clusters Score -347669.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -347692.781250 Penalty: 2683.481689
	Iteration 8Q: 3 clusters Score -347692.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -347710.343750 Penalty: 2683.481689
	Iteration 9Q: 3 clusters Score -347710.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -347721.812500 Penalty: 2683.481689
	Iteration 10Q: 3 clusters Score -347721.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -347727.312500 Penalty: 2683.481689
	Iteration 11Q: 3 clusters Score -347727.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -347731.906250 Penalty: 2683.481689
	Iteration 12Q: 3 clusters Score -347731.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -347735.750000 Penalty: 2683.481689
	Iteration 13Q: 3 clusters Score -347735.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -347739.875000 Penalty: 2683.481689
	Iteration 14Q: 3 clusters Score -347739.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -347744.593750 Penalty: 2683.481689
	Iteration 15Q: 3 clusters Score -347744.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -347748.406250 Penalty: 2683.481689
	Iteration 16Q: 3 clusters Score -347748.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -347751.062500 Penalty: 2683.481689
	Iteration 17Q: 3 clusters Score -347751.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -347753.125000 Penalty: 2683.481689
	Iteration 18Q: 3 clusters Score -347753.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -347756.187500 Penalty: 2683.481689
	Iteration 19Q: 3 clusters Score -347756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -347757.468750 Penalty: 2683.481689
	Iteration 20F: 3 clusters Score -347757.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -347758.843750 Penalty: 2683.481689
	Iteration 21Q: 3 clusters Score -347758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -347759.375000 Penalty: 2683.481689
	Iteration 22Q: 3 clusters Score -347759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -347759.343750 Penalty: 2683.481689
	Iteration 23Q: 3 clusters Score -347759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -347760.000000 Penalty: 2683.481689
	Iteration 24Q: 3 clusters Score -347760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -347761.031250 Penalty: 2683.481689
	Iteration 25Q: 3 clusters Score -347761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -347762.843750 Penalty: 2683.481689
	Iteration 26Q: 3 clusters Score -347762.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -347766.187500 Penalty: 2683.481689
	Iteration 27Q: 3 clusters Score -347766.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -347768.750000 Penalty: 2683.481689
	Iteration 28Q: 3 clusters Score -347768.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -347774.593750 Penalty: 2683.481689
	Iteration 29Q: 3 clusters Score -347774.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -347778.687500 Penalty: 2683.481689
	Iteration 30Q: 3 clusters Score -347778.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -347783.968750 Penalty: 2683.481689
	Iteration 31Q: 3 clusters Score -347784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -347788.062500 Penalty: 2683.481689
	Iteration 32Q: 3 clusters Score -347788.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -347792.125000 Penalty: 2683.481689
	Iteration 33Q: 3 clusters Score -347792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -347793.187500 Penalty: 2683.481689
	Iteration 34Q: 3 clusters Score -347793.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -347799.687500 Penalty: 2683.481689
	Iteration 35Q: 3 clusters Score -347799.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -347807.281250 Penalty: 2683.481689
	Iteration 36Q: 3 clusters Score -347807.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -347811.125000 Penalty: 2683.481689
	Iteration 37Q: 3 clusters Score -347811.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -347814.281250 Penalty: 2683.481689
	Iteration 38Q: 3 clusters Score -347814.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -347815.500000 Penalty: 2683.481689
	Iteration 39Q: 3 clusters Score -347815.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -347816.531250 Penalty: 2683.481689
	Iteration 40F: 3 clusters Score -347816.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -347818.906250 Penalty: 2683.481689
	Iteration 41Q: 3 clusters Score -347818.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -347820.656250 Penalty: 2683.481689
	Iteration 42Q: 3 clusters Score -347820.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -347820.843750 Penalty: 2683.481689
	Iteration 43Q: 3 clusters Score -347820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -347820.687500 Penalty: 2683.481689
	Iteration 44Q: 3 clusters Score -347820.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -347821.562500 Penalty: 2683.481689
	Iteration 45Q: 3 clusters Score -347821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -347821.906250 Penalty: 2683.481689
	Iteration 46Q: 3 clusters Score -347821.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -347822.656250 Penalty: 2683.481689
	Iteration 47Q: 3 clusters Score -347822.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -347823.093750 Penalty: 2683.481689
	Iteration 48Q: 3 clusters Score -347823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -347823.843750 Penalty: 2683.481689
	Iteration 49Q: 3 clusters Score -347823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -347823.906250 Penalty: 2683.481689
	Iteration 50Q: 3 clusters Score -347823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -347823.843750 Penalty: 2683.481689
	Iteration 51Q: 3 clusters Score -347823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -347824.406250 Penalty: 2683.481689
	Iteration 52Q: 3 clusters Score -347824.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -347826.250000 Penalty: 2683.481689
	Iteration 53Q: 3 clusters Score -347826.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -347827.937500 Penalty: 2683.481689
	Iteration 54Q: 3 clusters Score -347827.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -347830.156250 Penalty: 2683.481689
	Iteration 55Q: 3 clusters Score -347830.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -347832.250000 Penalty: 2683.481689
	Iteration 56Q: 3 clusters Score -347832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -347833.125000 Penalty: 2683.481689
	Iteration 57Q: 3 clusters Score -347833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -347836.281250 Penalty: 2683.481689
	Iteration 58Q: 3 clusters Score -347836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -347837.093750 Penalty: 2683.481689
	Iteration 59Q: 3 clusters Score -347837.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -347839.687500 Penalty: 2683.481689
	Iteration 60F: 3 clusters Score -347839.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -347842.281250 Penalty: 2683.481689
	Iteration 61Q: 3 clusters Score -347842.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -347849.250000 Penalty: 2683.481689
	Iteration 62Q: 3 clusters Score -347849.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -347855.687500 Penalty: 2683.481689
	Iteration 63Q: 3 clusters Score -347855.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -347861.437500 Penalty: 2683.481689
	Iteration 64Q: 3 clusters Score -347861.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -347868.312500 Penalty: 2683.481689
	Iteration 65Q: 3 clusters Score -347868.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -347874.562500 Penalty: 2683.481689
	Iteration 66Q: 3 clusters Score -347874.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -347880.812500 Penalty: 2683.481689
	Iteration 67Q: 3 clusters Score -347880.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -347888.093750 Penalty: 2683.481689
	Iteration 68Q: 3 clusters Score -347888.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -347898.406250 Penalty: 2683.481689
	Iteration 69Q: 3 clusters Score -347898.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -347910.468750 Penalty: 2683.481689
	Iteration 70Q: 3 clusters Score -347910.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -347924.968750 Penalty: 2683.481689
	Iteration 71Q: 3 clusters Score -347925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -347942.968750 Penalty: 2683.481689
	Iteration 72Q: 3 clusters Score -347943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -347976.406250 Penalty: 2683.481689
	Iteration 73Q: 3 clusters Score -347976.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -348017.875000 Penalty: 2683.481689
	Iteration 74Q: 3 clusters Score -348017.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -348051.468750 Penalty: 2683.481689
	Iteration 75Q: 3 clusters Score -348051.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -348096.437500 Penalty: 2683.481689
	Iteration 76Q: 3 clusters Score -348096.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -348135.125000 Penalty: 2683.481689
	Iteration 77Q: 3 clusters Score -348135.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -348185.687500 Penalty: 2683.481689
	Iteration 78Q: 3 clusters Score -348185.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -348226.625000 Penalty: 2683.481689
	Iteration 79Q: 3 clusters Score -348226.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -348282.093750 Penalty: 2683.481689
	Iteration 80F: 3 clusters Score -348282.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -348321.781250 Penalty: 2683.481689
	Iteration 81Q: 3 clusters Score -348321.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -348363.343750 Penalty: 2683.481689
	Iteration 82Q: 3 clusters Score -348363.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -348393.437500 Penalty: 2683.481689
	Iteration 83Q: 3 clusters Score -348393.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -348417.562500 Penalty: 2683.481689
	Iteration 84Q: 3 clusters Score -348417.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -348443.625000 Penalty: 2683.481689
	Iteration 85Q: 3 clusters Score -348443.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -348463.968750 Penalty: 2683.481689
	Iteration 86Q: 3 clusters Score -348464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -348481.437500 Penalty: 2683.481689
	Iteration 87Q: 3 clusters Score -348481.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -348490.375000 Penalty: 2683.481689
	Iteration 88Q: 3 clusters Score -348490.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -348498.937500 Penalty: 2683.481689
	Iteration 89Q: 3 clusters Score -348498.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -348510.875000 Penalty: 2683.481689
	Iteration 90Q: 3 clusters Score -348510.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -348521.843750 Penalty: 2683.481689
	Iteration 91Q: 3 clusters Score -348521.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -348532.000000 Penalty: 2683.481689
	Iteration 92Q: 3 clusters Score -348532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -348539.500000 Penalty: 2683.481689
	Iteration 93Q: 3 clusters Score -348539.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -348545.812500 Penalty: 2683.481689
	Iteration 94Q: 3 clusters Score -348545.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -348552.312500 Penalty: 2683.481689
	Iteration 95Q: 3 clusters Score -348552.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -348558.593750 Penalty: 2683.481689
	Iteration 96Q: 3 clusters Score -348558.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -348561.906250 Penalty: 2683.481689
	Iteration 97Q: 3 clusters Score -348561.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -348566.968750 Penalty: 2683.481689
	Iteration 98Q: 3 clusters Score -348567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -348570.937500 Penalty: 2683.481689
	Iteration 99Q: 3 clusters Score -348570.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -348576.906250 Penalty: 2683.481689
	Iteration 100F: 3 clusters Score -348576.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -348582.718750 Penalty: 2683.481689
	Iteration 101Q: 3 clusters Score -348582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -348587.062500 Penalty: 2683.481689
	Iteration 102Q: 3 clusters Score -348587.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -348588.156250 Penalty: 2683.481689
	Iteration 103Q: 3 clusters Score -348588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -348589.562500 Penalty: 2683.481689
	Iteration 104Q: 3 clusters Score -348589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -348590.968750 Penalty: 2683.481689
	Iteration 105Q: 3 clusters Score -348591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -348592.000000 Penalty: 2683.481689
	Iteration 106Q: 3 clusters Score -348592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -348594.312500 Penalty: 2683.481689
	Iteration 107Q: 3 clusters Score -348594.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -348596.531250 Penalty: 2683.481689
	Iteration 108Q: 3 clusters Score -348596.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -348597.281250 Penalty: 2683.481689
	Iteration 109Q: 3 clusters Score -348597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -348599.281250 Penalty: 2683.481689
	Iteration 110Q: 3 clusters Score -348599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -348601.812500 Penalty: 2683.481689
	Iteration 111Q: 3 clusters Score -348601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -348603.843750 Penalty: 2683.481689
	Iteration 112Q: 3 clusters Score -348603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -348606.968750 Penalty: 2683.481689
	Iteration 113Q: 3 clusters Score -348607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -348608.406250 Penalty: 2683.481689
	Iteration 114Q: 3 clusters Score -348608.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -348608.406250 Penalty: 2683.481689
	Iteration 115F: 3 clusters Score -348608.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (57727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Entering Unmasked Estep 
Score: -5274368.500000 Penalty: 1781.565552
	Iteration 0F: 2 clusters Score -5274368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -5235715.500000 Penalty: 3563.131104
	Iteration 0F: 3 clusters Score -5235716 nChanged 27177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -5251636.500000 Penalty: 3563.131104
	Iteration 1F: 3 clusters Score -5251636 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -5252567.500000 Penalty: 3563.131104
	Iteration 2Q: 3 clusters Score -5252568 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -5253939.500000 Penalty: 3563.131104
	Iteration 3Q: 3 clusters Score -5253940 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -5256150.500000 Penalty: 3563.131104
	Iteration 4F: 3 clusters Score -5256150 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -5259120.500000 Penalty: 3563.131104
	Iteration 5F: 3 clusters Score -5259120 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -5262456.500000 Penalty: 3563.131104
	Iteration 6F: 3 clusters Score -5262456 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -5265294.500000 Penalty: 3563.131104
	Iteration 7F: 3 clusters Score -5265294 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -5267443.500000 Penalty: 3563.131104
	Iteration 8Q: 3 clusters Score -5267444 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -5268958.500000 Penalty: 3563.131104
	Iteration 9Q: 3 clusters Score -5268958 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -5270170.500000 Penalty: 3563.131104
	Iteration 10Q: 3 clusters Score -5270170 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -5271044.500000 Penalty: 3563.131104
	Iteration 11Q: 3 clusters Score -5271044 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5271780.000000 Penalty: 3563.131104
	Iteration 12Q: 3 clusters Score -5271780 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5272307.000000 Penalty: 3563.131104
	Iteration 13Q: 3 clusters Score -5272307 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5272705.000000 Penalty: 3563.131104
	Iteration 14Q: 3 clusters Score -5272705 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5272928.000000 Penalty: 3563.131104
	Iteration 15Q: 3 clusters Score -5272928 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5273056.500000 Penalty: 3563.131104
	Iteration 16Q: 3 clusters Score -5273056 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5273136.500000 Penalty: 3563.131104
	Iteration 17Q: 3 clusters Score -5273136 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5273188.500000 Penalty: 3563.131104
	Iteration 18Q: 3 clusters Score -5273188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5273214.000000 Penalty: 3563.131104
	Iteration 19Q: 3 clusters Score -5273214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5273232.500000 Penalty: 3563.131104
	Iteration 20F: 3 clusters Score -5273232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5273257.000000 Penalty: 3563.131104
	Iteration 21Q: 3 clusters Score -5273257 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5273260.500000 Penalty: 3563.131104
	Iteration 22Q: 3 clusters Score -5273260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5273264.000000 Penalty: 3563.131104
	Iteration 23Q: 3 clusters Score -5273264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5273270.500000 Penalty: 3563.131104
	Iteration 24Q: 3 clusters Score -5273270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5273275.000000 Penalty: 3563.131104
	Iteration 25Q: 3 clusters Score -5273275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5273277.500000 Penalty: 3563.131104
	Iteration 26Q: 3 clusters Score -5273278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5273269.500000 Penalty: 3563.131104
	Iteration 27Q: 3 clusters Score -5273270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5273279.000000 Penalty: 3563.131104
	Iteration 28Q: 3 clusters Score -5273279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5273277.000000 Penalty: 3563.131104
	Iteration 29Q: 3 clusters Score -5273277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5273272.000000 Penalty: 3563.131104
	Iteration 30Q: 3 clusters Score -5273272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5273275.500000 Penalty: 3563.131104
	Iteration 31Q: 3 clusters Score -5273276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5273268.500000 Penalty: 3563.131104
	Iteration 32Q: 3 clusters Score -5273268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5273272.000000 Penalty: 3563.131104
	Iteration 33Q: 3 clusters Score -5273272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5273274.000000 Penalty: 3563.131104
	Iteration 34Q: 3 clusters Score -5273274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5273272.000000 Penalty: 3563.131104
	Iteration 35Q: 3 clusters Score -5273272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5273276.500000 Penalty: 3563.131104
	Iteration 36Q: 3 clusters Score -5273276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5273273.000000 Penalty: 3563.131104
	Iteration 37Q: 3 clusters Score -5273273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5273278.000000 Penalty: 3563.131104
	Iteration 38Q: 3 clusters Score -5273278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5273275.500000 Penalty: 3563.131104
	Iteration 39Q: 3 clusters Score -5273276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5273272.000000 Penalty: 3563.131104
	Iteration 40F: 3 clusters Score -5273272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Entering Unmasked Estep 
Score: -1361249.125000 Penalty: 1561.416016
	Iteration 0F: 2 clusters Score -1361249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1350931.125000 Penalty: 3122.832031
	Iteration 0F: 3 clusters Score -1350931 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1354651.250000 Penalty: 3122.832031
	Iteration 1F: 3 clusters Score -1354651 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1355401.875000 Penalty: 3122.832031
	Iteration 2F: 3 clusters Score -1355402 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1356618.375000 Penalty: 3122.832031
	Iteration 3F: 3 clusters Score -1356618 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1358230.500000 Penalty: 3122.832031
	Iteration 4F: 3 clusters Score -1358230 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1359716.750000 Penalty: 3122.832031
	Iteration 5F: 3 clusters Score -1359717 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1360564.500000 Penalty: 3122.832031
	Iteration 6F: 3 clusters Score -1360564 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1361001.625000 Penalty: 3122.832031
	Iteration 7Q: 3 clusters Score -1361002 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1361246.125000 Penalty: 3122.832031
	Iteration 8Q: 3 clusters Score -1361246 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1361371.750000 Penalty: 3122.832031
	Iteration 9Q: 3 clusters Score -1361372 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1361433.875000 Penalty: 3122.832031
	Iteration 10Q: 3 clusters Score -1361434 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1361465.125000 Penalty: 3122.832031
	Iteration 11Q: 3 clusters Score -1361465 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1361488.750000 Penalty: 3122.832031
	Iteration 12Q: 3 clusters Score -1361489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1361506.875000 Penalty: 3122.832031
	Iteration 13Q: 3 clusters Score -1361507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1361518.625000 Penalty: 3122.832031
	Iteration 14Q: 3 clusters Score -1361519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1361527.000000 Penalty: 3122.832031
	Iteration 15Q: 3 clusters Score -1361527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1361535.750000 Penalty: 3122.832031
	Iteration 16Q: 3 clusters Score -1361536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1361541.875000 Penalty: 3122.832031
	Iteration 17Q: 3 clusters Score -1361542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1361547.000000 Penalty: 3122.832031
	Iteration 18Q: 3 clusters Score -1361547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1361555.750000 Penalty: 3122.832031
	Iteration 19Q: 3 clusters Score -1361556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1361557.625000 Penalty: 3122.832031
	Iteration 20F: 3 clusters Score -1361558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1361558.750000 Penalty: 3122.832031
	Iteration 21Q: 3 clusters Score -1361559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1361559.125000 Penalty: 3122.832031
	Iteration 22Q: 3 clusters Score -1361559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1361559.375000 Penalty: 3122.832031
	Iteration 23Q: 3 clusters Score -1361559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1361562.625000 Penalty: 3122.832031
	Iteration 24Q: 3 clusters Score -1361563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1361566.625000 Penalty: 3122.832031
	Iteration 25Q: 3 clusters Score -1361567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1361572.000000 Penalty: 3122.832031
	Iteration 26Q: 3 clusters Score -1361572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1361574.375000 Penalty: 3122.832031
	Iteration 27Q: 3 clusters Score -1361574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1361570.875000 Penalty: 3122.832031
	Iteration 28Q: 3 clusters Score -1361571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1361569.000000 Penalty: 3122.832031
	Iteration 29Q: 3 clusters Score -1361569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1361572.375000 Penalty: 3122.832031
	Iteration 30Q: 3 clusters Score -1361572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1361573.000000 Penalty: 3122.832031
	Iteration 31Q: 3 clusters Score -1361573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1361574.375000 Penalty: 3122.832031
	Iteration 32Q: 3 clusters Score -1361574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1361574.375000 Penalty: 3122.832031
	Iteration 33F: 3 clusters Score -1361574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 3 contains 87338 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 7 contains 3791 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 57727 members 
Mstep: Class 10 contains 11103 members 
Mstep: Class 11 contains 198226 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 8479 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 16257 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 114280 members 
Mstep: Class 23 contains 6728 members 
Entering Unmasked Estep 
Score: -53843468.000000 Penalty: 49689.800781
Splitting cluster 10 changes total score from -53843632.000000 to -53843468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (198226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198226 members 
Entering Unmasked Estep 
Score: -18149718.000000 Penalty: 1982.038940
	Iteration 0F: 2 clusters Score -1.814972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -18017762.000000 Penalty: 3964.077881
	Iteration 0F: 3 clusters Score -1.801776e+07 nChanged 96139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 103841 members 
Entering Unmasked Estep 
Score: -18074368.000000 Penalty: 3964.077881
	Iteration 1F: 3 clusters Score -1.807437e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 106980 members 
Entering Unmasked Estep 
Score: -18075444.000000 Penalty: 3964.077881
	Iteration 2Q: 3 clusters Score -1.807544e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 111950 members 
Entering Unmasked Estep 
Score: -18077134.000000 Penalty: 3964.077881
	Iteration 3Q: 3 clusters Score -1.807713e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 119820 members 
Entering Unmasked Estep 
Score: -18080450.000000 Penalty: 3964.077881
	Iteration 4Q: 3 clusters Score -1.808045e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 131779 members 
Entering Unmasked Estep 
Score: -18087318.000000 Penalty: 3964.077881
	Iteration 5F: 3 clusters Score -1.808732e+07 nChanged 16809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 148476 members 
Entering Unmasked Estep 
Score: -18100194.000000 Penalty: 3964.077881
	Iteration 6F: 3 clusters Score -1.810019e+07 nChanged 19214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 167674 members 
Entering Unmasked Estep 
Score: -18117682.000000 Penalty: 3964.077881
	Iteration 7F: 3 clusters Score -1.811768e+07 nChanged 16500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 184172 members 
Entering Unmasked Estep 
Score: -18134130.000000 Penalty: 3964.077881
	Iteration 8F: 3 clusters Score -1.813413e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 193522 members 
Entering Unmasked Estep 
Score: -18143730.000000 Penalty: 3964.077881
	Iteration 9Q: 3 clusters Score -1.814373e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 196889 members 
Entering Unmasked Estep 
Score: -18146860.000000 Penalty: 3964.077881
	Iteration 10Q: 3 clusters Score -1.814686e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 197796 members 
Entering Unmasked Estep 
Score: -18147598.000000 Penalty: 3964.077881
	Iteration 11Q: 3 clusters Score -1.81476e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 198019 members 
Entering Unmasked Estep 
Score: -18147814.000000 Penalty: 3964.077881
	Iteration 12Q: 3 clusters Score -1.814781e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 198062 members 
Entering Unmasked Estep 
Score: -18147886.000000 Penalty: 3964.077881
	Iteration 13Q: 3 clusters Score -1.814789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 198074 members 
Entering Unmasked Estep 
Score: -18147906.000000 Penalty: 3964.077881
	Iteration 14Q: 3 clusters Score -1.814791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 198086 members 
Entering Unmasked Estep 
Score: -18147924.000000 Penalty: 3964.077881
	Iteration 15Q: 3 clusters Score -1.814792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 198089 members 
Entering Unmasked Estep 
Score: -18147938.000000 Penalty: 3964.077881
	Iteration 16Q: 3 clusters Score -1.814794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 198093 members 
Entering Unmasked Estep 
Score: -18147948.000000 Penalty: 3964.077881
	Iteration 17Q: 3 clusters Score -1.814795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 198095 members 
Entering Unmasked Estep 
Score: -18147956.000000 Penalty: 3964.077881
	Iteration 18Q: 3 clusters Score -1.814796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 198097 members 
Entering Unmasked Estep 
Score: -18147968.000000 Penalty: 3964.077881
	Iteration 19Q: 3 clusters Score -1.814797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 198098 members 
Entering Unmasked Estep 
Score: -18147964.000000 Penalty: 3964.077881
	Iteration 20F: 3 clusters Score -1.814796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -201159.125000 Penalty: 1257.078979
	Iteration 0F: 2 clusters Score -201159.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -198931.453125 Penalty: 2514.157959
	Iteration 0F: 3 clusters Score -198931.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -199563.046875 Penalty: 2514.157959
	Iteration 1F: 3 clusters Score -199563 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -199774.890625 Penalty: 2514.157959
	Iteration 2F: 3 clusters Score -199774.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -199902.578125 Penalty: 2514.157959
	Iteration 3F: 3 clusters Score -199902.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -199976.484375 Penalty: 2514.157959
	Iteration 4Q: 3 clusters Score -199976.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -200047.515625 Penalty: 2514.157959
	Iteration 5Q: 3 clusters Score -200047.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -200113.812500 Penalty: 2514.157959
	Iteration 6Q: 3 clusters Score -200113.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -200157.968750 Penalty: 2514.157959
	Iteration 7Q: 3 clusters Score -200158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -200194.875000 Penalty: 2514.157959
	Iteration 8Q: 3 clusters Score -200194.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -200227.531250 Penalty: 2514.157959
	Iteration 9Q: 3 clusters Score -200227.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -200257.296875 Penalty: 2514.157959
	Iteration 10Q: 3 clusters Score -200257.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -200287.234375 Penalty: 2514.157959
	Iteration 11Q: 3 clusters Score -200287.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -200309.437500 Penalty: 2514.157959
	Iteration 12Q: 3 clusters Score -200309.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -200327.453125 Penalty: 2514.157959
	Iteration 13Q: 3 clusters Score -200327.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -200342.000000 Penalty: 2514.157959
	Iteration 14Q: 3 clusters Score -200342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -200351.843750 Penalty: 2514.157959
	Iteration 15Q: 3 clusters Score -200351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -200354.218750 Penalty: 2514.157959
	Iteration 16Q: 3 clusters Score -200354.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -200357.125000 Penalty: 2514.157959
	Iteration 17Q: 3 clusters Score -200357.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -200360.656250 Penalty: 2514.157959
	Iteration 18Q: 3 clusters Score -200360.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -200362.921875 Penalty: 2514.157959
	Iteration 19Q: 3 clusters Score -200362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -200364.609375 Penalty: 2514.157959
	Iteration 20F: 3 clusters Score -200364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -200366.031250 Penalty: 2514.157959
	Iteration 21Q: 3 clusters Score -200366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -200366.484375 Penalty: 2514.157959
	Iteration 22Q: 3 clusters Score -200366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -200367.109375 Penalty: 2514.157959
	Iteration 23Q: 3 clusters Score -200367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -200367.625000 Penalty: 2514.157959
	Iteration 24Q: 3 clusters Score -200367.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -200368.562500 Penalty: 2514.157959
	Iteration 25Q: 3 clusters Score -200368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -200369.687500 Penalty: 2514.157959
	Iteration 26Q: 3 clusters Score -200369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -200371.062500 Penalty: 2514.157959
	Iteration 27Q: 3 clusters Score -200371.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -200373.046875 Penalty: 2514.157959
	Iteration 28Q: 3 clusters Score -200373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -200376.406250 Penalty: 2514.157959
	Iteration 29Q: 3 clusters Score -200376.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -200381.625000 Penalty: 2514.157959
	Iteration 30Q: 3 clusters Score -200381.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -200383.812500 Penalty: 2514.157959
	Iteration 31Q: 3 clusters Score -200383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -200385.109375 Penalty: 2514.157959
	Iteration 32Q: 3 clusters Score -200385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -200385.218750 Penalty: 2514.157959
	Iteration 33Q: 3 clusters Score -200385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -200385.218750 Penalty: 2514.157959
	Iteration 34F: 3 clusters Score -200385.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -698657.937500 Penalty: 1469.869019
	Iteration 0F: 2 clusters Score -698657.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -692469.687500 Penalty: 2939.738037
	Iteration 0F: 3 clusters Score -692469.7 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -694357.562500 Penalty: 2939.738037
	Iteration 1F: 3 clusters Score -694357.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -694663.562500 Penalty: 2939.738037
	Iteration 2F: 3 clusters Score -694663.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -694954.000000 Penalty: 2939.738037
	Iteration 3F: 3 clusters Score -694954 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -695214.187500 Penalty: 2939.738037
	Iteration 4F: 3 clusters Score -695214.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -695459.812500 Penalty: 2939.738037
	Iteration 5Q: 3 clusters Score -695459.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -695715.000000 Penalty: 2939.738037
	Iteration 6Q: 3 clusters Score -695715 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -695951.250000 Penalty: 2939.738037
	Iteration 7Q: 3 clusters Score -695951.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -696177.375000 Penalty: 2939.738037
	Iteration 8Q: 3 clusters Score -696177.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -696404.625000 Penalty: 2939.738037
	Iteration 9Q: 3 clusters Score -696404.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -696591.687500 Penalty: 2939.738037
	Iteration 10Q: 3 clusters Score -696591.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -696731.562500 Penalty: 2939.738037
	Iteration 11Q: 3 clusters Score -696731.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -696841.125000 Penalty: 2939.738037
	Iteration 12Q: 3 clusters Score -696841.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -696909.562500 Penalty: 2939.738037
	Iteration 13Q: 3 clusters Score -696909.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -696950.500000 Penalty: 2939.738037
	Iteration 14Q: 3 clusters Score -696950.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -696979.375000 Penalty: 2939.738037
	Iteration 15Q: 3 clusters Score -696979.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -697000.750000 Penalty: 2939.738037
	Iteration 16Q: 3 clusters Score -697000.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -697012.625000 Penalty: 2939.738037
	Iteration 17Q: 3 clusters Score -697012.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -697020.437500 Penalty: 2939.738037
	Iteration 18Q: 3 clusters Score -697020.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -697027.250000 Penalty: 2939.738037
	Iteration 19Q: 3 clusters Score -697027.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -697031.187500 Penalty: 2939.738037
	Iteration 20F: 3 clusters Score -697031.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -697033.437500 Penalty: 2939.738037
	Iteration 21Q: 3 clusters Score -697033.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -697035.125000 Penalty: 2939.738037
	Iteration 22Q: 3 clusters Score -697035.1 nChanged 14
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: -697036.375000 Penalty: 2939.738037
	Iteration 23Q: 3 clusters Score -697036.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -697037.000000 Penalty: 2939.738037
	Iteration 24Q: 3 clusters Score -697037 nChanged 9
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: -697038.625000 Penalty: 2939.738037
	Iteration 25Q: 3 clusters Score -697038.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -697040.375000 Penalty: 2939.738037
	Iteration 26Q: 3 clusters Score -697040.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -697042.812500 Penalty: 2939.738037
	Iteration 27Q: 3 clusters Score -697042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -697041.062500 Penalty: 2939.738037
	Iteration 28Q: 3 clusters Score -697041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -697040.187500 Penalty: 2939.738037
	Iteration 29Q: 3 clusters Score -697040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -697044.562500 Penalty: 2939.738037
	Iteration 30Q: 3 clusters Score -697044.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -697044.937500 Penalty: 2939.738037
	Iteration 31Q: 3 clusters Score -697044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -697044.062500 Penalty: 2939.738037
	Iteration 32Q: 3 clusters Score -697044.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -697045.750000 Penalty: 2939.738037
	Iteration 33Q: 3 clusters Score -697045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -697044.750000 Penalty: 2939.738037
	Iteration 34Q: 3 clusters Score -697044.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -697045.812500 Penalty: 2939.738037
	Iteration 35Q: 3 clusters Score -697045.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -697047.875000 Penalty: 2939.738037
	Iteration 36Q: 3 clusters Score -697047.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -697049.562500 Penalty: 2939.738037
	Iteration 37Q: 3 clusters Score -697049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -697050.437500 Penalty: 2939.738037
	Iteration 38Q: 3 clusters Score -697050.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -697050.250000 Penalty: 2939.738037
	Iteration 39Q: 3 clusters Score -697050.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -697050.250000 Penalty: 2939.738037
	Iteration 40F: 3 clusters Score -697050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -697049.375000 Penalty: 2939.738037
	Iteration 41Q: 3 clusters Score -697049.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -697050.937500 Penalty: 2939.738037
	Iteration 42Q: 3 clusters Score -697050.9 nChanged 6
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: -697052.875000 Penalty: 2939.738037
	Iteration 43Q: 3 clusters Score -697052.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -697054.250000 Penalty: 2939.738037
	Iteration 44Q: 3 clusters Score -697054.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -697055.687500 Penalty: 2939.738037
	Iteration 45Q: 3 clusters Score -697055.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -697057.062500 Penalty: 2939.738037
	Iteration 46Q: 3 clusters Score -697057.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -697060.000000 Penalty: 2939.738037
	Iteration 47Q: 3 clusters Score -697060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -697060.687500 Penalty: 2939.738037
	Iteration 48Q: 3 clusters Score -697060.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -697061.375000 Penalty: 2939.738037
	Iteration 49Q: 3 clusters Score -697061.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -697063.812500 Penalty: 2939.738037
	Iteration 50Q: 3 clusters Score -697063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -697065.375000 Penalty: 2939.738037
	Iteration 51Q: 3 clusters Score -697065.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -697065.562500 Penalty: 2939.738037
	Iteration 52Q: 3 clusters Score -697065.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -697065.312500 Penalty: 2939.738037
	Iteration 53Q: 3 clusters Score -697065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -697065.937500 Penalty: 2939.738037
	Iteration 54Q: 3 clusters Score -697065.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -697065.250000 Penalty: 2939.738037
	Iteration 55Q: 3 clusters Score -697065.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -697065.250000 Penalty: 2939.738037
	Iteration 56F: 3 clusters Score -697065.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Entering Unmasked Estep 
Score: -1830117.750000 Penalty: 1605.809814
	Iteration 0F: 2 clusters Score -1830118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1816655.500000 Penalty: 3211.619629
	Iteration 0F: 3 clusters Score -1816656 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1821644.375000 Penalty: 3211.619629
	Iteration 1F: 3 clusters Score -1821644 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1821977.000000 Penalty: 3211.619629
	Iteration 2F: 3 clusters Score -1821977 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1822242.250000 Penalty: 3211.619629
	Iteration 3Q: 3 clusters Score -1822242 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1822529.750000 Penalty: 3211.619629
	Iteration 4Q: 3 clusters Score -1822530 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1822890.625000 Penalty: 3211.619629
	Iteration 5Q: 3 clusters Score -1822891 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1823354.000000 Penalty: 3211.619629
	Iteration 6Q: 3 clusters Score -1823354 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1823970.750000 Penalty: 3211.619629
	Iteration 7F: 3 clusters Score -1823971 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1824755.875000 Penalty: 3211.619629
	Iteration 8F: 3 clusters Score -1824756 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1825687.875000 Penalty: 3211.619629
	Iteration 9F: 3 clusters Score -1825688 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1826650.750000 Penalty: 3211.619629
	Iteration 10F: 3 clusters Score -1826651 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1827535.000000 Penalty: 3211.619629
	Iteration 11Q: 3 clusters Score -1827535 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1828114.375000 Penalty: 3211.619629
	Iteration 12Q: 3 clusters Score -1828114 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1828416.500000 Penalty: 3211.619629
	Iteration 13Q: 3 clusters Score -1828416 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1828555.875000 Penalty: 3211.619629
	Iteration 14Q: 3 clusters Score -1828556 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1828627.875000 Penalty: 3211.619629
	Iteration 15Q: 3 clusters Score -1828628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1828673.375000 Penalty: 3211.619629
	Iteration 16Q: 3 clusters Score -1828673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1828701.375000 Penalty: 3211.619629
	Iteration 17Q: 3 clusters Score -1828701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1828726.875000 Penalty: 3211.619629
	Iteration 18Q: 3 clusters Score -1828727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1828741.750000 Penalty: 3211.619629
	Iteration 19Q: 3 clusters Score -1828742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1828752.750000 Penalty: 3211.619629
	Iteration 20F: 3 clusters Score -1828753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1828759.500000 Penalty: 3211.619629
	Iteration 21Q: 3 clusters Score -1828760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1828760.125000 Penalty: 3211.619629
	Iteration 22Q: 3 clusters Score -1828760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1828760.125000 Penalty: 3211.619629
	Iteration 23F: 3 clusters Score -1828760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Entering Unmasked Estep 
Score: -463207.937500 Penalty: 1383.555664
	Iteration 0F: 2 clusters Score -463207.9 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 2479 members 
Entering Unmasked Estep 
Score: -459228.875000 Penalty: 2767.111328
	Iteration 0F: 3 clusters Score -459228.9 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -460482.281250 Penalty: 2767.111328
	Iteration 1F: 3 clusters Score -460482.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -460988.343750 Penalty: 2767.111328
	Iteration 2F: 3 clusters Score -460988.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -461554.125000 Penalty: 2767.111328
	Iteration 3F: 3 clusters Score -461554.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -462136.500000 Penalty: 2767.111328
	Iteration 4F: 3 clusters Score -462136.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -462651.843750 Penalty: 2767.111328
	Iteration 5F: 3 clusters Score -462651.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -463006.125000 Penalty: 2767.111328
	Iteration 6F: 3 clusters Score -463006.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -463174.968750 Penalty: 2767.111328
	Iteration 7Q: 3 clusters Score -463175 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -463241.843750 Penalty: 2767.111328
	Iteration 8Q: 3 clusters Score -463241.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -463278.343750 Penalty: 2767.111328
	Iteration 9Q: 3 clusters Score -463278.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -463297.687500 Penalty: 2767.111328
	Iteration 10Q: 3 clusters Score -463297.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -463309.312500 Penalty: 2767.111328
	Iteration 11Q: 3 clusters Score -463309.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -463322.375000 Penalty: 2767.111328
	Iteration 12Q: 3 clusters Score -463322.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -463336.312500 Penalty: 2767.111328
	Iteration 13Q: 3 clusters Score -463336.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -463357.218750 Penalty: 2767.111328
	Iteration 14Q: 3 clusters Score -463357.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -463383.593750 Penalty: 2767.111328
	Iteration 15Q: 3 clusters Score -463383.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -463408.656250 Penalty: 2767.111328
	Iteration 16Q: 3 clusters Score -463408.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -463438.031250 Penalty: 2767.111328
	Iteration 17Q: 3 clusters Score -463438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -463458.656250 Penalty: 2767.111328
	Iteration 18Q: 3 clusters Score -463458.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -463474.468750 Penalty: 2767.111328
	Iteration 19Q: 3 clusters Score -463474.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -463502.906250 Penalty: 2767.111328
	Iteration 20F: 3 clusters Score -463502.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -463532.750000 Penalty: 2767.111328
	Iteration 21Q: 3 clusters Score -463532.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -463571.218750 Penalty: 2767.111328
	Iteration 22Q: 3 clusters Score -463571.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -463598.125000 Penalty: 2767.111328
	Iteration 23Q: 3 clusters Score -463598.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -463616.968750 Penalty: 2767.111328
	Iteration 24Q: 3 clusters Score -463617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -463629.937500 Penalty: 2767.111328
	Iteration 25Q: 3 clusters Score -463629.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -463637.562500 Penalty: 2767.111328
	Iteration 26Q: 3 clusters Score -463637.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -463643.000000 Penalty: 2767.111328
	Iteration 27Q: 3 clusters Score -463643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -463644.500000 Penalty: 2767.111328
	Iteration 28Q: 3 clusters Score -463644.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -463646.187500 Penalty: 2767.111328
	Iteration 29Q: 3 clusters Score -463646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -463647.500000 Penalty: 2767.111328
	Iteration 30Q: 3 clusters Score -463647.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -463649.093750 Penalty: 2767.111328
	Iteration 31Q: 3 clusters Score -463649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -463649.125000 Penalty: 2767.111328
	Iteration 32Q: 3 clusters Score -463649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -463649.093750 Penalty: 2767.111328
	Iteration 33Q: 3 clusters Score -463649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -463649.093750 Penalty: 2767.111328
	Iteration 34F: 3 clusters Score -463649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 3 contains 87338 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 57727 members 
Mstep: Class 10 contains 14894 members 
Mstep: Class 11 contains 198226 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 8479 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 16257 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 114280 members 
Mstep: Class 23 contains 6728 members 
Entering Unmasked Estep 
Score: -53843384.000000 Penalty: 49689.800781
Splitting cluster 15 changes total score from -53843632.000000 to -53843384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Entering Unmasked Estep 
Score: -473407.156250 Penalty: 1391.321045
	Iteration 0F: 2 clusters Score -473407.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -469328.718750 Penalty: 2782.642090
	Iteration 0F: 3 clusters Score -469328.7 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -470510.281250 Penalty: 2782.642090
	Iteration 1F: 3 clusters Score -470510.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -470766.843750 Penalty: 2782.642090
	Iteration 2F: 3 clusters Score -470766.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -470990.906250 Penalty: 2782.642090
	Iteration 3F: 3 clusters Score -470990.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -471191.343750 Penalty: 2782.642090
	Iteration 4F: 3 clusters Score -471191.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -471391.843750 Penalty: 2782.642090
	Iteration 5Q: 3 clusters Score -471391.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -471562.156250 Penalty: 2782.642090
	Iteration 6Q: 3 clusters Score -471562.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -471703.093750 Penalty: 2782.642090
	Iteration 7Q: 3 clusters Score -471703.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -471830.750000 Penalty: 2782.642090
	Iteration 8Q: 3 clusters Score -471830.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -471938.406250 Penalty: 2782.642090
	Iteration 9Q: 3 clusters Score -471938.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -472041.937500 Penalty: 2782.642090
	Iteration 10Q: 3 clusters Score -472041.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -472146.843750 Penalty: 2782.642090
	Iteration 11Q: 3 clusters Score -472146.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -472246.968750 Penalty: 2782.642090
	Iteration 12Q: 3 clusters Score -472247 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -472322.125000 Penalty: 2782.642090
	Iteration 13Q: 3 clusters Score -472322.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -472370.312500 Penalty: 2782.642090
	Iteration 14Q: 3 clusters Score -472370.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -472392.218750 Penalty: 2782.642090
	Iteration 15Q: 3 clusters Score -472392.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -472409.687500 Penalty: 2782.642090
	Iteration 16Q: 3 clusters Score -472409.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -472417.750000 Penalty: 2782.642090
	Iteration 17Q: 3 clusters Score -472417.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -472424.375000 Penalty: 2782.642090
	Iteration 18Q: 3 clusters Score -472424.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -472429.468750 Penalty: 2782.642090
	Iteration 19Q: 3 clusters Score -472429.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -472433.625000 Penalty: 2782.642090
	Iteration 20F: 3 clusters Score -472433.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -472435.437500 Penalty: 2782.642090
	Iteration 21Q: 3 clusters Score -472435.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -472439.468750 Penalty: 2782.642090
	Iteration 22Q: 3 clusters Score -472439.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -472442.656250 Penalty: 2782.642090
	Iteration 23Q: 3 clusters Score -472442.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -472442.562500 Penalty: 2782.642090
	Iteration 24Q: 3 clusters Score -472442.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -472444.250000 Penalty: 2782.642090
	Iteration 25Q: 3 clusters Score -472444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -472445.718750 Penalty: 2782.642090
	Iteration 26Q: 3 clusters Score -472445.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -472446.312500 Penalty: 2782.642090
	Iteration 27Q: 3 clusters Score -472446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -472446.750000 Penalty: 2782.642090
	Iteration 28Q: 3 clusters Score -472446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -472447.062500 Penalty: 2782.642090
	Iteration 29Q: 3 clusters Score -472447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -472447.062500 Penalty: 2782.642090
	Iteration 30F: 3 clusters Score -472447.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -47105.832031 Penalty: 1027.416870
	Iteration 0F: 2 clusters Score -47105.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46038.632812 Penalty: 2054.833740
	Iteration 0F: 3 clusters Score -46038.63 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46223.949219 Penalty: 2054.833740
	Iteration 1F: 3 clusters Score -46223.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46341.488281 Penalty: 2054.833740
	Iteration 2F: 3 clusters Score -46341.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46470.921875 Penalty: 2054.833740
	Iteration 3F: 3 clusters Score -46470.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46586.574219 Penalty: 2054.833740
	Iteration 4F: 3 clusters Score -46586.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46721.460938 Penalty: 2054.833740
	Iteration 5F: 3 clusters Score -46721.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46880.179688 Penalty: 2054.833740
	Iteration 6F: 3 clusters Score -46880.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46969.656250 Penalty: 2054.833740
	Iteration 7Q: 3 clusters Score -46969.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47103.250000 Penalty: 2054.833740
	Iteration 8Q: 3 clusters Score -47103.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47172.394531 Penalty: 2054.833740
	Iteration 9Q: 3 clusters Score -47172.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47218.792969 Penalty: 2054.833740
	Iteration 10Q: 3 clusters Score -47218.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47218.792969 Penalty: 2054.833740
	Iteration 11F: 3 clusters Score -47218.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 3 contains 87338 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 57727 members 
Mstep: Class 10 contains 14894 members 
Mstep: Class 11 contains 198226 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 8479 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 16257 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 114280 members 
Mstep: Class 23 contains 6728 members 
Entering Unmasked Estep 
Score: -53842740.000000 Penalty: 49689.800781
Splitting cluster 17 changes total score from -53843632.000000 to -53842740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (14288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Entering Unmasked Estep 
Score: -1339138.750000 Penalty: 1554.665894
	Iteration 0F: 2 clusters Score -1339139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1329157.625000 Penalty: 3109.331787
	Iteration 0F: 3 clusters Score -1329158 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1332643.125000 Penalty: 3109.331787
	Iteration 1F: 3 clusters Score -1332643 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1333146.750000 Penalty: 3109.331787
	Iteration 2F: 3 clusters Score -1333147 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1333811.750000 Penalty: 3109.331787
	Iteration 3F: 3 clusters Score -1333812 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1334732.250000 Penalty: 3109.331787
	Iteration 4F: 3 clusters Score -1334732 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1335851.750000 Penalty: 3109.331787
	Iteration 5F: 3 clusters Score -1335852 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1336886.000000 Penalty: 3109.331787
	Iteration 6F: 3 clusters Score -1336886 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1337507.500000 Penalty: 3109.331787
	Iteration 7F: 3 clusters Score -1337508 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1337792.000000 Penalty: 3109.331787
	Iteration 8Q: 3 clusters Score -1337792 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1337929.125000 Penalty: 3109.331787
	Iteration 9Q: 3 clusters Score -1337929 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1338009.000000 Penalty: 3109.331787
	Iteration 10Q: 3 clusters Score -1338009 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1338050.000000 Penalty: 3109.331787
	Iteration 11Q: 3 clusters Score -1338050 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1338097.250000 Penalty: 3109.331787
	Iteration 12Q: 3 clusters Score -1338097 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1338129.875000 Penalty: 3109.331787
	Iteration 13Q: 3 clusters Score -1338130 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1338156.625000 Penalty: 3109.331787
	Iteration 14Q: 3 clusters Score -1338157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1338170.250000 Penalty: 3109.331787
	Iteration 15Q: 3 clusters Score -1338170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1338173.625000 Penalty: 3109.331787
	Iteration 16Q: 3 clusters Score -1338174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1338180.625000 Penalty: 3109.331787
	Iteration 17Q: 3 clusters Score -1338181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1338189.500000 Penalty: 3109.331787
	Iteration 18Q: 3 clusters Score -1338190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1338199.875000 Penalty: 3109.331787
	Iteration 19Q: 3 clusters Score -1338200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1338207.625000 Penalty: 3109.331787
	Iteration 20F: 3 clusters Score -1338208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1338210.625000 Penalty: 3109.331787
	Iteration 21Q: 3 clusters Score -1338211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1338217.875000 Penalty: 3109.331787
	Iteration 22Q: 3 clusters Score -1338218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1338223.875000 Penalty: 3109.331787
	Iteration 23Q: 3 clusters Score -1338224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1338224.625000 Penalty: 3109.331787
	Iteration 24Q: 3 clusters Score -1338225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1338226.625000 Penalty: 3109.331787
	Iteration 25Q: 3 clusters Score -1338227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1338230.750000 Penalty: 3109.331787
	Iteration 26Q: 3 clusters Score -1338231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1338228.625000 Penalty: 3109.331787
	Iteration 27Q: 3 clusters Score -1338229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1338232.750000 Penalty: 3109.331787
	Iteration 28Q: 3 clusters Score -1338233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1338234.625000 Penalty: 3109.331787
	Iteration 29Q: 3 clusters Score -1338235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1338236.375000 Penalty: 3109.331787
	Iteration 30Q: 3 clusters Score -1338236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1338236.000000 Penalty: 3109.331787
	Iteration 31Q: 3 clusters Score -1338236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1338236.000000 Penalty: 3109.331787
	Iteration 32Q: 3 clusters Score -1338236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1338236.000000 Penalty: 3109.331787
	Iteration 33F: 3 clusters Score -1338236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Entering Unmasked Estep 
Score: -1026692.125000 Penalty: 1515.689941
	Iteration 0F: 2 clusters Score -1026692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1018629.937500 Penalty: 3031.379883
	Iteration 0F: 3 clusters Score -1018630 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1021197.187500 Penalty: 3031.379883
	Iteration 1F: 3 clusters Score -1021197 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1021445.562500 Penalty: 3031.379883
	Iteration 2F: 3 clusters Score -1021446 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1021675.125000 Penalty: 3031.379883
	Iteration 3F: 3 clusters Score -1021675 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1021883.812500 Penalty: 3031.379883
	Iteration 4Q: 3 clusters Score -1021884 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1022095.625000 Penalty: 3031.379883
	Iteration 5Q: 3 clusters Score -1022096 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1022325.500000 Penalty: 3031.379883
	Iteration 6Q: 3 clusters Score -1022326 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1022589.187500 Penalty: 3031.379883
	Iteration 7Q: 3 clusters Score -1022589 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1022924.062500 Penalty: 3031.379883
	Iteration 8Q: 3 clusters Score -1022924 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1023310.562500 Penalty: 3031.379883
	Iteration 9Q: 3 clusters Score -1023311 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1023767.375000 Penalty: 3031.379883
	Iteration 10Q: 3 clusters Score -1023767 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1024220.562500 Penalty: 3031.379883
	Iteration 11Q: 3 clusters Score -1024221 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1024598.375000 Penalty: 3031.379883
	Iteration 12Q: 3 clusters Score -1024598 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1024840.312500 Penalty: 3031.379883
	Iteration 13Q: 3 clusters Score -1024840 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1024985.875000 Penalty: 3031.379883
	Iteration 14Q: 3 clusters Score -1024986 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1025079.312500 Penalty: 3031.379883
	Iteration 15Q: 3 clusters Score -1025079 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1025139.937500 Penalty: 3031.379883
	Iteration 16Q: 3 clusters Score -1025140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1025172.625000 Penalty: 3031.379883
	Iteration 17Q: 3 clusters Score -1025173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1025187.937500 Penalty: 3031.379883
	Iteration 18Q: 3 clusters Score -1025188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1025200.687500 Penalty: 3031.379883
	Iteration 19Q: 3 clusters Score -1025201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1025213.062500 Penalty: 3031.379883
	Iteration 20F: 3 clusters Score -1025213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1025231.062500 Penalty: 3031.379883
	Iteration 21Q: 3 clusters Score -1025231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1025247.312500 Penalty: 3031.379883
	Iteration 22Q: 3 clusters Score -1025247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1025257.500000 Penalty: 3031.379883
	Iteration 23Q: 3 clusters Score -1025258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1025267.125000 Penalty: 3031.379883
	Iteration 24Q: 3 clusters Score -1025267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1025275.562500 Penalty: 3031.379883
	Iteration 25Q: 3 clusters Score -1025276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1025279.937500 Penalty: 3031.379883
	Iteration 26Q: 3 clusters Score -1025280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1025282.937500 Penalty: 3031.379883
	Iteration 27Q: 3 clusters Score -1025283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1025288.187500 Penalty: 3031.379883
	Iteration 28Q: 3 clusters Score -1025288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1025292.875000 Penalty: 3031.379883
	Iteration 29Q: 3 clusters Score -1025293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1025295.312500 Penalty: 3031.379883
	Iteration 30Q: 3 clusters Score -1025295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1025295.625000 Penalty: 3031.379883
	Iteration 31Q: 3 clusters Score -1025296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1025298.062500 Penalty: 3031.379883
	Iteration 32Q: 3 clusters Score -1025298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1025298.625000 Penalty: 3031.379883
	Iteration 33Q: 3 clusters Score -1025299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1025298.625000 Penalty: 3031.379883
	Iteration 34F: 3 clusters Score -1025299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Entering Unmasked Estep 
Score: -1454829.250000 Penalty: 1575.645264
	Iteration 0F: 2 clusters Score -1454829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1443541.375000 Penalty: 3151.290527
	Iteration 0F: 3 clusters Score -1443541 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1447333.750000 Penalty: 3151.290527
	Iteration 1F: 3 clusters Score -1447334 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1447575.625000 Penalty: 3151.290527
	Iteration 2Q: 3 clusters Score -1447576 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1447802.500000 Penalty: 3151.290527
	Iteration 3Q: 3 clusters Score -1447802 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1448036.250000 Penalty: 3151.290527
	Iteration 4Q: 3 clusters Score -1448036 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1448291.500000 Penalty: 3151.290527
	Iteration 5Q: 3 clusters Score -1448292 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1448570.750000 Penalty: 3151.290527
	Iteration 6Q: 3 clusters Score -1448571 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1448894.375000 Penalty: 3151.290527
	Iteration 7Q: 3 clusters Score -1448894 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1449348.000000 Penalty: 3151.290527
	Iteration 8Q: 3 clusters Score -1449348 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1449990.375000 Penalty: 3151.290527
	Iteration 9F: 3 clusters Score -1449990 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1450858.750000 Penalty: 3151.290527
	Iteration 10F: 3 clusters Score -1450859 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1451775.000000 Penalty: 3151.290527
	Iteration 11F: 3 clusters Score -1451775 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1452565.000000 Penalty: 3151.290527
	Iteration 12F: 3 clusters Score -1452565 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1453151.750000 Penalty: 3151.290527
	Iteration 13Q: 3 clusters Score -1453152 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1453567.875000 Penalty: 3151.290527
	Iteration 14Q: 3 clusters Score -1453568 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1453854.875000 Penalty: 3151.290527
	Iteration 15Q: 3 clusters Score -1453855 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1454023.875000 Penalty: 3151.290527
	Iteration 16Q: 3 clusters Score -1454024 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1454130.250000 Penalty: 3151.290527
	Iteration 17Q: 3 clusters Score -1454130 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1454189.000000 Penalty: 3151.290527
	Iteration 18Q: 3 clusters Score -1454189 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1454223.625000 Penalty: 3151.290527
	Iteration 19Q: 3 clusters Score -1454224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1454247.000000 Penalty: 3151.290527
	Iteration 20F: 3 clusters Score -1454247 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1454263.125000 Penalty: 3151.290527
	Iteration 21Q: 3 clusters Score -1454263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1454272.250000 Penalty: 3151.290527
	Iteration 22Q: 3 clusters Score -1454272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1454277.250000 Penalty: 3151.290527
	Iteration 23Q: 3 clusters Score -1454277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1454280.875000 Penalty: 3151.290527
	Iteration 24Q: 3 clusters Score -1454281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1454279.500000 Penalty: 3151.290527
	Iteration 25Q: 3 clusters Score -1454280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1454277.125000 Penalty: 3151.290527
	Iteration 26Q: 3 clusters Score -1454277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1454279.375000 Penalty: 3151.290527
	Iteration 27Q: 3 clusters Score -1454279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1454282.375000 Penalty: 3151.290527
	Iteration 28Q: 3 clusters Score -1454282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1454284.000000 Penalty: 3151.290527
	Iteration 29Q: 3 clusters Score -1454284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1454284.375000 Penalty: 3151.290527
	Iteration 30Q: 3 clusters Score -1454284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1454282.000000 Penalty: 3151.290527
	Iteration 31Q: 3 clusters Score -1454282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1454282.625000 Penalty: 3151.290527
	Iteration 32Q: 3 clusters Score -1454283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1454283.625000 Penalty: 3151.290527
	Iteration 33Q: 3 clusters Score -1454284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1454284.625000 Penalty: 3151.290527
	Iteration 34Q: 3 clusters Score -1454285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1454284.125000 Penalty: 3151.290527
	Iteration 35Q: 3 clusters Score -1454284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1454285.250000 Penalty: 3151.290527
	Iteration 36Q: 3 clusters Score -1454285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1454285.250000 Penalty: 3151.290527
	Iteration 37F: 3 clusters Score -1454285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -102838.296875 Penalty: 1169.339844
	Iteration 0F: 2 clusters Score -102838.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -101236.843750 Penalty: 2338.679688
	Iteration 0F: 3 clusters Score -101236.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -101971.656250 Penalty: 2338.679688
	Iteration 1F: 3 clusters Score -101971.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -102327.531250 Penalty: 2338.679688
	Iteration 2F: 3 clusters Score -102327.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -102537.039062 Penalty: 2338.679688
	Iteration 3F: 3 clusters Score -102537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -102641.632812 Penalty: 2338.679688
	Iteration 4Q: 3 clusters Score -102641.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -102706.968750 Penalty: 2338.679688
	Iteration 5Q: 3 clusters Score -102707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -102738.132812 Penalty: 2338.679688
	Iteration 6Q: 3 clusters Score -102738.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -102745.265625 Penalty: 2338.679688
	Iteration 7Q: 3 clusters Score -102745.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -102749.656250 Penalty: 2338.679688
	Iteration 8Q: 3 clusters Score -102749.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -102752.585938 Penalty: 2338.679688
	Iteration 9Q: 3 clusters Score -102752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -102758.187500 Penalty: 2338.679688
	Iteration 10Q: 3 clusters Score -102758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -102759.828125 Penalty: 2338.679688
	Iteration 11Q: 3 clusters Score -102759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -102760.218750 Penalty: 2338.679688
	Iteration 12Q: 3 clusters Score -102760.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -102760.218750 Penalty: 2338.679688
	Iteration 13F: 3 clusters Score -102760.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Entering Unmasked Estep 
Score: -11213994.000000 Penalty: 1892.541138
	Iteration 0F: 2 clusters Score -1.121399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -11145926.000000 Penalty: 3785.082275
	Iteration 0F: 3 clusters Score -1.114593e+07 nChanged 54989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -11178114.000000 Penalty: 3785.082275
	Iteration 1F: 3 clusters Score -1.117811e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -11178802.000000 Penalty: 3785.082275
	Iteration 2Q: 3 clusters Score -1.11788e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -11179508.000000 Penalty: 3785.082275
	Iteration 3Q: 3 clusters Score -1.117951e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -11180508.000000 Penalty: 3785.082275
	Iteration 4Q: 3 clusters Score -1.118051e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -11181748.000000 Penalty: 3785.082275
	Iteration 5Q: 3 clusters Score -1.118175e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -11183744.000000 Penalty: 3785.082275
	Iteration 6Q: 3 clusters Score -1.118374e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -11186835.000000 Penalty: 3785.082275
	Iteration 7Q: 3 clusters Score -1.118684e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -11191545.000000 Penalty: 3785.082275
	Iteration 8F: 3 clusters Score -1.119154e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -11196731.000000 Penalty: 3785.082275
	Iteration 9F: 3 clusters Score -1.119673e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -11200017.000000 Penalty: 3785.082275
	Iteration 10F: 3 clusters Score -1.120002e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -11200975.000000 Penalty: 3785.082275
	Iteration 11Q: 3 clusters Score -1.120098e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -11201215.000000 Penalty: 3785.082275
	Iteration 12Q: 3 clusters Score -1.120122e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -11201371.000000 Penalty: 3785.082275
	Iteration 13Q: 3 clusters Score -1.120137e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -11201474.000000 Penalty: 3785.082275
	Iteration 14Q: 3 clusters Score -1.120147e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66886 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -11201553.000000 Penalty: 3785.082275
	Iteration 15Q: 3 clusters Score -1.120155e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -11201650.000000 Penalty: 3785.082275
	Iteration 16Q: 3 clusters Score -1.120165e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -11201710.000000 Penalty: 3785.082275
	Iteration 17Q: 3 clusters Score -1.120171e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -11201789.000000 Penalty: 3785.082275
	Iteration 18Q: 3 clusters Score -1.120179e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -11201903.000000 Penalty: 3785.082275
	Iteration 19Q: 3 clusters Score -1.12019e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -11202000.000000 Penalty: 3785.082275
	Iteration 20F: 3 clusters Score -1.1202e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69697 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -11202204.000000 Penalty: 3785.082275
	Iteration 21Q: 3 clusters Score -1.12022e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -11202316.000000 Penalty: 3785.082275
	Iteration 22Q: 3 clusters Score -1.120232e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -11202454.000000 Penalty: 3785.082275
	Iteration 23Q: 3 clusters Score -1.120245e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -11202633.000000 Penalty: 3785.082275
	Iteration 24Q: 3 clusters Score -1.120263e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72183 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -11202857.000000 Penalty: 3785.082275
	Iteration 25Q: 3 clusters Score -1.120286e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -11203059.000000 Penalty: 3785.082275
	Iteration 26Q: 3 clusters Score -1.120306e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73562 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -11203348.000000 Penalty: 3785.082275
	Iteration 27Q: 3 clusters Score -1.120335e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -11203611.000000 Penalty: 3785.082275
	Iteration 28Q: 3 clusters Score -1.120361e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -11203875.000000 Penalty: 3785.082275
	Iteration 29Q: 3 clusters Score -1.120388e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -11204176.000000 Penalty: 3785.082275
	Iteration 30Q: 3 clusters Score -1.120418e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -11204519.000000 Penalty: 3785.082275
	Iteration 31Q: 3 clusters Score -1.120452e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -11204928.000000 Penalty: 3785.082275
	Iteration 32Q: 3 clusters Score -1.120493e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -11205333.000000 Penalty: 3785.082275
	Iteration 33Q: 3 clusters Score -1.120533e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -11205750.000000 Penalty: 3785.082275
	Iteration 34Q: 3 clusters Score -1.120575e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -11206237.000000 Penalty: 3785.082275
	Iteration 35Q: 3 clusters Score -1.120624e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -11206939.000000 Penalty: 3785.082275
	Iteration 36Q: 3 clusters Score -1.120694e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -11207844.000000 Penalty: 3785.082275
	Iteration 37Q: 3 clusters Score -1.120784e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -11209074.000000 Penalty: 3785.082275
	Iteration 38Q: 3 clusters Score -1.120907e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -11210550.000000 Penalty: 3785.082275
	Iteration 39Q: 3 clusters Score -1.121055e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -11212421.000000 Penalty: 3785.082275
	Iteration 40F: 3 clusters Score -1.121242e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -11214439.000000 Penalty: 3785.082275
	Iteration 41Q: 3 clusters Score -1.121444e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -11216266.000000 Penalty: 3785.082275
	Iteration 42Q: 3 clusters Score -1.121627e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -11217473.000000 Penalty: 3785.082275
	Iteration 43Q: 3 clusters Score -1.121747e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -11218362.000000 Penalty: 3785.082275
	Iteration 44Q: 3 clusters Score -1.121836e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86013 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -11218876.000000 Penalty: 3785.082275
	Iteration 45Q: 3 clusters Score -1.121888e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -11219354.000000 Penalty: 3785.082275
	Iteration 46Q: 3 clusters Score -1.121935e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -11219602.000000 Penalty: 3785.082275
	Iteration 47Q: 3 clusters Score -1.12196e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -11219902.000000 Penalty: 3785.082275
	Iteration 48Q: 3 clusters Score -1.12199e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -11220143.000000 Penalty: 3785.082275
	Iteration 49Q: 3 clusters Score -1.122014e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -11220276.000000 Penalty: 3785.082275
	Iteration 50Q: 3 clusters Score -1.122028e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -11220402.000000 Penalty: 3785.082275
	Iteration 51Q: 3 clusters Score -1.12204e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -11220470.000000 Penalty: 3785.082275
	Iteration 52Q: 3 clusters Score -1.122047e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81732 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -11220591.000000 Penalty: 3785.082275
	Iteration 53Q: 3 clusters Score -1.122059e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -11220645.000000 Penalty: 3785.082275
	Iteration 54Q: 3 clusters Score -1.122064e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -11220717.000000 Penalty: 3785.082275
	Iteration 55Q: 3 clusters Score -1.122072e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -11220793.000000 Penalty: 3785.082275
	Iteration 56Q: 3 clusters Score -1.122079e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -11220905.000000 Penalty: 3785.082275
	Iteration 57Q: 3 clusters Score -1.12209e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -11220989.000000 Penalty: 3785.082275
	Iteration 58Q: 3 clusters Score -1.122099e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -11221047.000000 Penalty: 3785.082275
	Iteration 59Q: 3 clusters Score -1.122105e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -11221200.000000 Penalty: 3785.082275
	Iteration 60F: 3 clusters Score -1.12212e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -11221253.000000 Penalty: 3785.082275
	Iteration 61Q: 3 clusters Score -1.122125e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -11221288.000000 Penalty: 3785.082275
	Iteration 62Q: 3 clusters Score -1.122129e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -11221340.000000 Penalty: 3785.082275
	Iteration 63Q: 3 clusters Score -1.122134e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -11221356.000000 Penalty: 3785.082275
	Iteration 64Q: 3 clusters Score -1.122136e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78553 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -11221352.000000 Penalty: 3785.082275
	Iteration 65Q: 3 clusters Score -1.122135e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78405 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -11221399.000000 Penalty: 3785.082275
	Iteration 66Q: 3 clusters Score -1.12214e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -11221402.000000 Penalty: 3785.082275
	Iteration 67Q: 3 clusters Score -1.12214e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78175 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -11221422.000000 Penalty: 3785.082275
	Iteration 68Q: 3 clusters Score -1.122142e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78076 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -11221458.000000 Penalty: 3785.082275
	Iteration 69Q: 3 clusters Score -1.122146e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -11221458.000000 Penalty: 3785.082275
	Iteration 70Q: 3 clusters Score -1.122146e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -11221471.000000 Penalty: 3785.082275
	Iteration 71Q: 3 clusters Score -1.122147e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -11221468.000000 Penalty: 3785.082275
	Iteration 72Q: 3 clusters Score -1.122147e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77692 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -11221490.000000 Penalty: 3785.082275
	Iteration 73Q: 3 clusters Score -1.122149e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -11221528.000000 Penalty: 3785.082275
	Iteration 74Q: 3 clusters Score -1.122153e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77500 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -11221512.000000 Penalty: 3785.082275
	Iteration 75Q: 3 clusters Score -1.122151e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77419 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -11221516.000000 Penalty: 3785.082275
	Iteration 76Q: 3 clusters Score -1.122152e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -11221540.000000 Penalty: 3785.082275
	Iteration 77Q: 3 clusters Score -1.122154e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -11221557.000000 Penalty: 3785.082275
	Iteration 78Q: 3 clusters Score -1.122156e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -11221554.000000 Penalty: 3785.082275
	Iteration 79Q: 3 clusters Score -1.122155e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -11221567.000000 Penalty: 3785.082275
	Iteration 80F: 3 clusters Score -1.122157e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77143 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -11221584.000000 Penalty: 3785.082275
	Iteration 81Q: 3 clusters Score -1.122158e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -11221581.000000 Penalty: 3785.082275
	Iteration 82Q: 3 clusters Score -1.122158e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -11221592.000000 Penalty: 3785.082275
	Iteration 83Q: 3 clusters Score -1.122159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -11221593.000000 Penalty: 3785.082275
	Iteration 84Q: 3 clusters Score -1.122159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -11221594.000000 Penalty: 3785.082275
	Iteration 85Q: 3 clusters Score -1.122159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -11221607.000000 Penalty: 3785.082275
	Iteration 86Q: 3 clusters Score -1.122161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -11221607.000000 Penalty: 3785.082275
	Iteration 87Q: 3 clusters Score -1.122161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -11221607.000000 Penalty: 3785.082275
	Iteration 88Q: 3 clusters Score -1.122161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76934 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -11221602.000000 Penalty: 3785.082275
	Iteration 89Q: 3 clusters Score -1.12216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -11221615.000000 Penalty: 3785.082275
	Iteration 90Q: 3 clusters Score -1.122162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -11221603.000000 Penalty: 3785.082275
	Iteration 91Q: 3 clusters Score -1.12216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -11221589.000000 Penalty: 3785.082275
	Iteration 92Q: 3 clusters Score -1.122159e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -11221600.000000 Penalty: 3785.082275
	Iteration 93Q: 3 clusters Score -1.12216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76860 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -11221594.000000 Penalty: 3785.082275
	Iteration 94Q: 3 clusters Score -1.122159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -11221601.000000 Penalty: 3785.082275
	Iteration 95Q: 3 clusters Score -1.12216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -11221610.000000 Penalty: 3785.082275
	Iteration 96Q: 3 clusters Score -1.122161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -11221614.000000 Penalty: 3785.082275
	Iteration 97Q: 3 clusters Score -1.122161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76837 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -11221609.000000 Penalty: 3785.082275
	Iteration 98Q: 3 clusters Score -1.122161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76831 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -11221613.000000 Penalty: 3785.082275
	Iteration 99Q: 3 clusters Score -1.122161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -11221604.000000 Penalty: 3785.082275
	Iteration 100F: 3 clusters Score -1.12216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -11221603.000000 Penalty: 3785.082275
	Iteration 101Q: 3 clusters Score -1.12216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -11221615.000000 Penalty: 3785.082275
	Iteration 102Q: 3 clusters Score -1.122162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76804 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -11221621.000000 Penalty: 3785.082275
	Iteration 103Q: 3 clusters Score -1.122162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76804 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -11221621.000000 Penalty: 3785.082275
	Iteration 104F: 3 clusters Score -1.122162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 3 contains 87338 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 7 contains 37476 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 57727 members 
Mstep: Class 10 contains 14894 members 
Mstep: Class 11 contains 198226 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 8479 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 16257 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 76804 members 
Mstep: Class 23 contains 6728 members 
Entering Unmasked Estep 
Score: -53851024.000000 Penalty: 49689.800781
Splitting cluster 22 changes total score from -53843632.000000 to -53851024.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 23 (6728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Entering Unmasked Estep 
Score: -581943.187500 Penalty: 1432.280396
	Iteration 0F: 2 clusters Score -581943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -576907.187500 Penalty: 2864.560791
	Iteration 0F: 3 clusters Score -576907.2 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -578445.250000 Penalty: 2864.560791
	Iteration 1F: 3 clusters Score -578445.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -578748.500000 Penalty: 2864.560791
	Iteration 2F: 3 clusters Score -578748.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -578976.125000 Penalty: 2864.560791
	Iteration 3F: 3 clusters Score -578976.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -579212.250000 Penalty: 2864.560791
	Iteration 4F: 3 clusters Score -579212.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -579457.875000 Penalty: 2864.560791
	Iteration 5F: 3 clusters Score -579457.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -579695.312500 Penalty: 2864.560791
	Iteration 6Q: 3 clusters Score -579695.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -579935.375000 Penalty: 2864.560791
	Iteration 7F: 3 clusters Score -579935.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -580140.562500 Penalty: 2864.560791
	Iteration 8Q: 3 clusters Score -580140.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -580312.500000 Penalty: 2864.560791
	Iteration 9Q: 3 clusters Score -580312.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -580475.500000 Penalty: 2864.560791
	Iteration 10Q: 3 clusters Score -580475.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -580630.812500 Penalty: 2864.560791
	Iteration 11Q: 3 clusters Score -580630.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -580762.062500 Penalty: 2864.560791
	Iteration 12Q: 3 clusters Score -580762.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -580841.125000 Penalty: 2864.560791
	Iteration 13Q: 3 clusters Score -580841.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -580923.062500 Penalty: 2864.560791
	Iteration 14Q: 3 clusters Score -580923.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -580979.687500 Penalty: 2864.560791
	Iteration 15Q: 3 clusters Score -580979.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -581031.937500 Penalty: 2864.560791
	Iteration 16Q: 3 clusters Score -581031.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -581063.187500 Penalty: 2864.560791
	Iteration 17Q: 3 clusters Score -581063.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -581079.812500 Penalty: 2864.560791
	Iteration 18Q: 3 clusters Score -581079.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -581088.250000 Penalty: 2864.560791
	Iteration 19Q: 3 clusters Score -581088.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -581092.125000 Penalty: 2864.560791
	Iteration 20F: 3 clusters Score -581092.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -581096.125000 Penalty: 2864.560791
	Iteration 21Q: 3 clusters Score -581096.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -581098.937500 Penalty: 2864.560791
	Iteration 22Q: 3 clusters Score -581098.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -581102.687500 Penalty: 2864.560791
	Iteration 23Q: 3 clusters Score -581102.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -581105.687500 Penalty: 2864.560791
	Iteration 24Q: 3 clusters Score -581105.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -581105.562500 Penalty: 2864.560791
	Iteration 25Q: 3 clusters Score -581105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -581105.500000 Penalty: 2864.560791
	Iteration 26Q: 3 clusters Score -581105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -581106.062500 Penalty: 2864.560791
	Iteration 27Q: 3 clusters Score -581106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -581106.812500 Penalty: 2864.560791
	Iteration 28Q: 3 clusters Score -581106.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -581106.812500 Penalty: 2864.560791
	Iteration 29F: 3 clusters Score -581106.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 3 contains 87338 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 57727 members 
Mstep: Class 10 contains 14894 members 
Mstep: Class 11 contains 198226 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 8479 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 16257 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 76804 members 
Mstep: Class 23 contains 6728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53851544.000000 Penalty: 49689.800781
Iteration 79Q: 24 clusters Score -5.385154e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 11400 members 
Mstep: Class 3 contains 87335 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5733 members 
Mstep: Class 7 contains 37113 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 57803 members 
Mstep: Class 10 contains 14863 members 
Mstep: Class 11 contains 198431 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 8472 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 5301 members 
Mstep: Class 16 contains 5245 members 
Mstep: Class 17 contains 557 members 
Mstep: Class 18 contains 14268 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 16253 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 76575 members 
Mstep: Class 23 contains 6771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852116.000000 Penalty: 49689.800781
Iteration 80F: 24 clusters Score -5.385212e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 11364 members 
Mstep: Class 3 contains 87333 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 37541 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 57891 members 
Mstep: Class 10 contains 14838 members 
Mstep: Class 11 contains 198410 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 8473 members 
Mstep: Class 14 contains 19348 members 
Mstep: Class 15 contains 5179 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 558 members 
Mstep: Class 18 contains 14229 members 
Mstep: Class 19 contains 11236 members 
Mstep: Class 20 contains 16241 members 
Mstep: Class 21 contains 1329 members 
Mstep: Class 22 contains 76479 members 
Mstep: Class 23 contains 6800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852428.000000 Penalty: 49689.800781
Iteration 81Q: 24 clusters Score -5.385243e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 11349 members 
Mstep: Class 3 contains 87332 members 
Mstep: Class 4 contains 1209 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5739 members 
Mstep: Class 7 contains 37685 members 
Mstep: Class 8 contains 3861 members 
Mstep: Class 9 contains 57970 members 
Mstep: Class 10 contains 14818 members 
Mstep: Class 11 contains 198473 members 
Mstep: Class 12 contains 2285 members 
Mstep: Class 13 contains 8471 members 
Mstep: Class 14 contains 19218 members 
Mstep: Class 15 contains 5088 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 560 members 
Mstep: Class 18 contains 14195 members 
Mstep: Class 19 contains 11243 members 
Mstep: Class 20 contains 16228 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 76489 members 
Mstep: Class 23 contains 6831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852532.000000 Penalty: 49689.800781
Iteration 82Q: 24 clusters Score -5.385253e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 11342 members 
Mstep: Class 3 contains 87338 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 5741 members 
Mstep: Class 7 contains 37801 members 
Mstep: Class 8 contains 3863 members 
Mstep: Class 9 contains 58057 members 
Mstep: Class 10 contains 14788 members 
Mstep: Class 11 contains 198529 members 
Mstep: Class 12 contains 2285 members 
Mstep: Class 13 contains 8464 members 
Mstep: Class 14 contains 19114 members 
Mstep: Class 15 contains 5006 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 14172 members 
Mstep: Class 19 contains 11244 members 
Mstep: Class 20 contains 16213 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 76488 members 
Mstep: Class 23 contains 6858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852484.000000 Penalty: 49689.800781
Iteration 83Q: 24 clusters Score -5.385248e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 87339 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 5742 members 
Mstep: Class 7 contains 37893 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 58145 members 
Mstep: Class 10 contains 14760 members 
Mstep: Class 11 contains 198598 members 
Mstep: Class 12 contains 2284 members 
Mstep: Class 13 contains 8455 members 
Mstep: Class 14 contains 19024 members 
Mstep: Class 15 contains 4929 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 14144 members 
Mstep: Class 19 contains 11244 members 
Mstep: Class 20 contains 16200 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 76493 members 
Mstep: Class 23 contains 6875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852456.000000 Penalty: 49689.800781
Iteration 84Q: 24 clusters Score -5.385246e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 87339 members 
Mstep: Class 4 contains 1177 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 5743 members 
Mstep: Class 7 contains 37990 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 58221 members 
Mstep: Class 10 contains 14736 members 
Mstep: Class 11 contains 198674 members 
Mstep: Class 12 contains 2282 members 
Mstep: Class 13 contains 8448 members 
Mstep: Class 14 contains 18929 members 
Mstep: Class 15 contains 4871 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 14109 members 
Mstep: Class 19 contains 11242 members 
Mstep: Class 20 contains 16197 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 76472 members 
Mstep: Class 23 contains 6893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852536.000000 Penalty: 49689.800781
Iteration 85Q: 24 clusters Score -5.385254e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 11332 members 
Mstep: Class 3 contains 87339 members 
Mstep: Class 4 contains 1173 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 5744 members 
Mstep: Class 7 contains 38056 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 58290 members 
Mstep: Class 10 contains 14708 members 
Mstep: Class 11 contains 198753 members 
Mstep: Class 12 contains 2280 members 
Mstep: Class 13 contains 8438 members 
Mstep: Class 14 contains 18842 members 
Mstep: Class 15 contains 4832 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 14080 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 16192 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 76447 members 
Mstep: Class 23 contains 6909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852616.000000 Penalty: 49689.800781
Iteration 86Q: 24 clusters Score -5.385262e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 11332 members 
Mstep: Class 3 contains 87340 members 
Mstep: Class 4 contains 1171 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 5745 members 
Mstep: Class 7 contains 38126 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 58354 members 
Mstep: Class 10 contains 14675 members 
Mstep: Class 11 contains 198843 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 8432 members 
Mstep: Class 14 contains 18752 members 
Mstep: Class 15 contains 4789 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 14051 members 
Mstep: Class 19 contains 11244 members 
Mstep: Class 20 contains 16180 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 76423 members 
Mstep: Class 23 contains 6926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852548.000000 Penalty: 49689.800781
Iteration 87Q: 24 clusters Score -5.385255e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87342 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 5745 members 
Mstep: Class 7 contains 38194 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 58427 members 
Mstep: Class 10 contains 14631 members 
Mstep: Class 11 contains 198918 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 8429 members 
Mstep: Class 14 contains 18664 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 14028 members 
Mstep: Class 19 contains 11242 members 
Mstep: Class 20 contains 16169 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 76402 members 
Mstep: Class 23 contains 6944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852608.000000 Penalty: 49689.800781
Iteration 88Q: 24 clusters Score -5.385261e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 11325 members 
Mstep: Class 3 contains 87342 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 1869 members 
Mstep: Class 6 contains 5747 members 
Mstep: Class 7 contains 38247 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 58501 members 
Mstep: Class 10 contains 14593 members 
Mstep: Class 11 contains 198995 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 8425 members 
Mstep: Class 14 contains 18570 members 
Mstep: Class 15 contains 4725 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 14011 members 
Mstep: Class 19 contains 11238 members 
Mstep: Class 20 contains 16157 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 76379 members 
Mstep: Class 23 contains 6965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852580.000000 Penalty: 49689.800781
Iteration 89Q: 24 clusters Score -5.385258e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87343 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 1869 members 
Mstep: Class 6 contains 5749 members 
Mstep: Class 7 contains 38307 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 58583 members 
Mstep: Class 10 contains 14555 members 
Mstep: Class 11 contains 199064 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 8417 members 
Mstep: Class 14 contains 18475 members 
Mstep: Class 15 contains 4693 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13989 members 
Mstep: Class 19 contains 11243 members 
Mstep: Class 20 contains 16146 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 76353 members 
Mstep: Class 23 contains 6985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852764.000000 Penalty: 49689.800781
Iteration 90Q: 24 clusters Score -5.385276e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87345 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 5754 members 
Mstep: Class 7 contains 38369 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 58673 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 199134 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 8411 members 
Mstep: Class 14 contains 18374 members 
Mstep: Class 15 contains 4656 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13963 members 
Mstep: Class 19 contains 11239 members 
Mstep: Class 20 contains 16141 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 76328 members 
Mstep: Class 23 contains 7007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852688.000000 Penalty: 49689.800781
Iteration 91Q: 24 clusters Score -5.385269e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87345 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 1865 members 
Mstep: Class 6 contains 5759 members 
Mstep: Class 7 contains 38425 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 58759 members 
Mstep: Class 10 contains 14473 members 
Mstep: Class 11 contains 199212 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 8409 members 
Mstep: Class 14 contains 18273 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 5258 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13932 members 
Mstep: Class 19 contains 11237 members 
Mstep: Class 20 contains 16129 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 76302 members 
Mstep: Class 23 contains 7025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852636.000000 Penalty: 49689.800781
Iteration 92Q: 24 clusters Score -5.385264e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87345 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 1862 members 
Mstep: Class 6 contains 5766 members 
Mstep: Class 7 contains 38487 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 58835 members 
Mstep: Class 10 contains 14434 members 
Mstep: Class 11 contains 199282 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 8405 members 
Mstep: Class 14 contains 18189 members 
Mstep: Class 15 contains 4596 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13901 members 
Mstep: Class 19 contains 11236 members 
Mstep: Class 20 contains 16122 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 76272 members 
Mstep: Class 23 contains 7039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852596.000000 Penalty: 49689.800781
Iteration 93Q: 24 clusters Score -5.38526e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87342 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 1862 members 
Mstep: Class 6 contains 5769 members 
Mstep: Class 7 contains 38542 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 58903 members 
Mstep: Class 10 contains 14388 members 
Mstep: Class 11 contains 199363 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 8401 members 
Mstep: Class 14 contains 18110 members 
Mstep: Class 15 contains 4564 members 
Mstep: Class 16 contains 5279 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13866 members 
Mstep: Class 19 contains 11230 members 
Mstep: Class 20 contains 16118 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 76246 members 
Mstep: Class 23 contains 7052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852636.000000 Penalty: 49689.800781
Iteration 94Q: 24 clusters Score -5.385264e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87344 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 1863 members 
Mstep: Class 6 contains 5771 members 
Mstep: Class 7 contains 38594 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 58956 members 
Mstep: Class 10 contains 14350 members 
Mstep: Class 11 contains 199428 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8397 members 
Mstep: Class 14 contains 18044 members 
Mstep: Class 15 contains 4540 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13835 members 
Mstep: Class 19 contains 11234 members 
Mstep: Class 20 contains 16113 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 76219 members 
Mstep: Class 23 contains 7064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852696.000000 Penalty: 49689.800781
Iteration 95Q: 24 clusters Score -5.38527e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 87345 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1861 members 
Mstep: Class 6 contains 5774 members 
Mstep: Class 7 contains 38631 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 59005 members 
Mstep: Class 10 contains 14324 members 
Mstep: Class 11 contains 199479 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8397 members 
Mstep: Class 14 contains 17980 members 
Mstep: Class 15 contains 4524 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13812 members 
Mstep: Class 19 contains 11233 members 
Mstep: Class 20 contains 16112 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 76198 members 
Mstep: Class 23 contains 7076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852736.000000 Penalty: 49689.800781
Iteration 96Q: 24 clusters Score -5.385274e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87346 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1861 members 
Mstep: Class 6 contains 5776 members 
Mstep: Class 7 contains 38666 members 
Mstep: Class 8 contains 3875 members 
Mstep: Class 9 contains 59043 members 
Mstep: Class 10 contains 14290 members 
Mstep: Class 11 contains 199535 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 17925 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13797 members 
Mstep: Class 19 contains 11233 members 
Mstep: Class 20 contains 16108 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 76184 members 
Mstep: Class 23 contains 7085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852696.000000 Penalty: 49689.800781
Iteration 97Q: 24 clusters Score -5.38527e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87346 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 1861 members 
Mstep: Class 6 contains 5778 members 
Mstep: Class 7 contains 38688 members 
Mstep: Class 8 contains 3878 members 
Mstep: Class 9 contains 59082 members 
Mstep: Class 10 contains 14258 members 
Mstep: Class 11 contains 199593 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8394 members 
Mstep: Class 14 contains 17866 members 
Mstep: Class 15 contains 4493 members 
Mstep: Class 16 contains 5288 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13785 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 16103 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 76177 members 
Mstep: Class 23 contains 7091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852772.000000 Penalty: 49689.800781
Iteration 98Q: 24 clusters Score -5.385277e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87345 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 5778 members 
Mstep: Class 7 contains 38714 members 
Mstep: Class 8 contains 3878 members 
Mstep: Class 9 contains 59116 members 
Mstep: Class 10 contains 14236 members 
Mstep: Class 11 contains 199649 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8393 members 
Mstep: Class 14 contains 17802 members 
Mstep: Class 15 contains 4478 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13775 members 
Mstep: Class 19 contains 11243 members 
Mstep: Class 20 contains 16095 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 76166 members 
Mstep: Class 23 contains 7101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852732.000000 Penalty: 49689.800781
Iteration 99Q: 24 clusters Score -5.385273e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87345 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5778 members 
Mstep: Class 7 contains 38751 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 59140 members 
Mstep: Class 10 contains 14219 members 
Mstep: Class 11 contains 199705 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8389 members 
Mstep: Class 14 contains 17747 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13766 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 16082 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 76148 members 
Mstep: Class 23 contains 7113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852680.000000 Penalty: 49689.800781
Iteration 100F: 24 clusters Score -5.385268e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 87344 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5778 members 
Mstep: Class 7 contains 38782 members 
Mstep: Class 8 contains 3881 members 
Mstep: Class 9 contains 59161 members 
Mstep: Class 10 contains 14207 members 
Mstep: Class 11 contains 199762 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8382 members 
Mstep: Class 14 contains 17690 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 5285 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13756 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 16069 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 76131 members 
Mstep: Class 23 contains 7126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852640.000000 Penalty: 49689.800781
Iteration 101Q: 24 clusters Score -5.385264e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 87343 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5779 members 
Mstep: Class 7 contains 38809 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 59180 members 
Mstep: Class 10 contains 14194 members 
Mstep: Class 11 contains 199814 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8383 members 
Mstep: Class 14 contains 17630 members 
Mstep: Class 15 contains 4440 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13747 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 16063 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 76118 members 
Mstep: Class 23 contains 7136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852700.000000 Penalty: 49689.800781
Iteration 102Q: 24 clusters Score -5.38527e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11317 members 
Mstep: Class 3 contains 87342 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5781 members 
Mstep: Class 7 contains 38825 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 59208 members 
Mstep: Class 10 contains 14184 members 
Mstep: Class 11 contains 199865 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8375 members 
Mstep: Class 14 contains 17565 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13737 members 
Mstep: Class 19 contains 11257 members 
Mstep: Class 20 contains 16055 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 76115 members 
Mstep: Class 23 contains 7152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852720.000000 Penalty: 49689.800781
Iteration 103Q: 24 clusters Score -5.385272e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11317 members 
Mstep: Class 3 contains 87343 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5782 members 
Mstep: Class 7 contains 38843 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 59221 members 
Mstep: Class 10 contains 14177 members 
Mstep: Class 11 contains 199910 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8371 members 
Mstep: Class 14 contains 17509 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13728 members 
Mstep: Class 19 contains 11254 members 
Mstep: Class 20 contains 16049 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 76108 members 
Mstep: Class 23 contains 7168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852684.000000 Penalty: 49689.800781
Iteration 104Q: 24 clusters Score -5.385268e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11317 members 
Mstep: Class 3 contains 87345 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5783 members 
Mstep: Class 7 contains 38850 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 59240 members 
Mstep: Class 10 contains 14162 members 
Mstep: Class 11 contains 199950 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8363 members 
Mstep: Class 14 contains 17462 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13724 members 
Mstep: Class 19 contains 11254 members 
Mstep: Class 20 contains 16047 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 76109 members 
Mstep: Class 23 contains 7178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852648.000000 Penalty: 49689.800781
Iteration 105Q: 24 clusters Score -5.385265e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 87346 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5783 members 
Mstep: Class 7 contains 38851 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 59255 members 
Mstep: Class 10 contains 14149 members 
Mstep: Class 11 contains 200002 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8357 members 
Mstep: Class 14 contains 17412 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13716 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 16040 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 76112 members 
Mstep: Class 23 contains 7190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852576.000000 Penalty: 49689.800781
Iteration 106Q: 24 clusters Score -5.385258e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87346 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5784 members 
Mstep: Class 7 contains 38854 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 59273 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 200044 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8346 members 
Mstep: Class 14 contains 17363 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 5300 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13710 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 16034 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 76114 members 
Mstep: Class 23 contains 7205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852560.000000 Penalty: 49689.800781
Iteration 107Q: 24 clusters Score -5.385256e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 87348 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5784 members 
Mstep: Class 7 contains 38858 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 59293 members 
Mstep: Class 10 contains 14128 members 
Mstep: Class 11 contains 200087 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8339 members 
Mstep: Class 14 contains 17313 members 
Mstep: Class 15 contains 4400 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13704 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 16027 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 76114 members 
Mstep: Class 23 contains 7223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852616.000000 Penalty: 49689.800781
Iteration 108Q: 24 clusters Score -5.385262e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87352 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5785 members 
Mstep: Class 7 contains 38861 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 59306 members 
Mstep: Class 10 contains 14119 members 
Mstep: Class 11 contains 200114 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8332 members 
Mstep: Class 14 contains 17278 members 
Mstep: Class 15 contains 4397 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13700 members 
Mstep: Class 19 contains 11265 members 
Mstep: Class 20 contains 16016 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 76114 members 
Mstep: Class 23 contains 7229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852652.000000 Penalty: 49689.800781
Iteration 109Q: 24 clusters Score -5.385265e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87355 members 
Mstep: Class 4 contains 1135 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5786 members 
Mstep: Class 7 contains 38862 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 59318 members 
Mstep: Class 10 contains 14110 members 
Mstep: Class 11 contains 200133 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8325 members 
Mstep: Class 14 contains 17258 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13697 members 
Mstep: Class 19 contains 11275 members 
Mstep: Class 20 contains 16005 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 76113 members 
Mstep: Class 23 contains 7235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852572.000000 Penalty: 49689.800781
Iteration 110Q: 24 clusters Score -5.385257e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 87358 members 
Mstep: Class 4 contains 1135 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5786 members 
Mstep: Class 7 contains 38860 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 59327 members 
Mstep: Class 10 contains 14100 members 
Mstep: Class 11 contains 200150 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 17243 members 
Mstep: Class 15 contains 4397 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13689 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 15995 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 76113 members 
Mstep: Class 23 contains 7240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852652.000000 Penalty: 49689.800781
Iteration 111Q: 24 clusters Score -5.385265e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 87360 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5786 members 
Mstep: Class 7 contains 38863 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 59337 members 
Mstep: Class 10 contains 14093 members 
Mstep: Class 11 contains 200167 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 8317 members 
Mstep: Class 14 contains 17226 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13679 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 15984 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 76111 members 
Mstep: Class 23 contains 7242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852692.000000 Penalty: 49689.800781
Iteration 112Q: 24 clusters Score -5.385269e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 87359 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 38866 members 
Mstep: Class 8 contains 3882 members 
Mstep: Class 9 contains 59349 members 
Mstep: Class 10 contains 14091 members 
Mstep: Class 11 contains 200186 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 17201 members 
Mstep: Class 15 contains 4394 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13672 members 
Mstep: Class 19 contains 11327 members 
Mstep: Class 20 contains 15976 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 76109 members 
Mstep: Class 23 contains 7244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852724.000000 Penalty: 49689.800781
Iteration 113Q: 24 clusters Score -5.385272e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11317 members 
Mstep: Class 3 contains 87360 members 
Mstep: Class 4 contains 1135 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5789 members 
Mstep: Class 7 contains 38870 members 
Mstep: Class 8 contains 3882 members 
Mstep: Class 9 contains 59361 members 
Mstep: Class 10 contains 14085 members 
Mstep: Class 11 contains 200218 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8309 members 
Mstep: Class 14 contains 17171 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 5309 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13667 members 
Mstep: Class 19 contains 11337 members 
Mstep: Class 20 contains 15963 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 76106 members 
Mstep: Class 23 contains 7247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852744.000000 Penalty: 49689.800781
Iteration 114Q: 24 clusters Score -5.385274e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11317 members 
Mstep: Class 3 contains 87362 members 
Mstep: Class 4 contains 1135 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 5790 members 
Mstep: Class 7 contains 38873 members 
Mstep: Class 8 contains 3882 members 
Mstep: Class 9 contains 59371 members 
Mstep: Class 10 contains 14079 members 
Mstep: Class 11 contains 200239 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 17151 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5309 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13661 members 
Mstep: Class 19 contains 11354 members 
Mstep: Class 20 contains 15948 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 76104 members 
Mstep: Class 23 contains 7250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852772.000000 Penalty: 49689.800781
Iteration 115Q: 24 clusters Score -5.385277e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 87362 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 1858 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 38877 members 
Mstep: Class 8 contains 3881 members 
Mstep: Class 9 contains 59382 members 
Mstep: Class 10 contains 14074 members 
Mstep: Class 11 contains 200254 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8303 members 
Mstep: Class 14 contains 17139 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13654 members 
Mstep: Class 19 contains 11358 members 
Mstep: Class 20 contains 15941 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 76099 members 
Mstep: Class 23 contains 7254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852768.000000 Penalty: 49689.800781
Iteration 116Q: 24 clusters Score -5.385277e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87364 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 5793 members 
Mstep: Class 7 contains 38881 members 
Mstep: Class 8 contains 3881 members 
Mstep: Class 9 contains 59394 members 
Mstep: Class 10 contains 14067 members 
Mstep: Class 11 contains 200274 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8301 members 
Mstep: Class 14 contains 17119 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 11367 members 
Mstep: Class 20 contains 15929 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 76095 members 
Mstep: Class 23 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852816.000000 Penalty: 49689.800781
Iteration 117Q: 24 clusters Score -5.385282e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87363 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 5794 members 
Mstep: Class 7 contains 38885 members 
Mstep: Class 8 contains 3882 members 
Mstep: Class 9 contains 59421 members 
Mstep: Class 10 contains 14052 members 
Mstep: Class 11 contains 200294 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8302 members 
Mstep: Class 14 contains 17095 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13640 members 
Mstep: Class 19 contains 11371 members 
Mstep: Class 20 contains 15919 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 76092 members 
Mstep: Class 23 contains 7259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852780.000000 Penalty: 49689.800781
Iteration 118Q: 24 clusters Score -5.385278e+07 nChanged 78
Entering ConstructFrom: 
Score: -53852780.000000 Penalty: 49689.800781
Entering ConstructFrom: 
Trying to split cluster 1 (6630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Entering Unmasked Estep 
Score: -656239.000000 Penalty: 1429.895996
	Iteration 0F: 2 clusters Score -656239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -651192.375000 Penalty: 2859.791992
	Iteration 0F: 3 clusters Score -651192.4 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -652652.062500 Penalty: 2859.791992
	Iteration 1F: 3 clusters Score -652652.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -652824.437500 Penalty: 2859.791992
	Iteration 2F: 3 clusters Score -652824.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -652938.875000 Penalty: 2859.791992
	Iteration 3Q: 3 clusters Score -652938.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -653029.000000 Penalty: 2859.791992
	Iteration 4Q: 3 clusters Score -653029 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -653109.375000 Penalty: 2859.791992
	Iteration 5Q: 3 clusters Score -653109.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -653182.375000 Penalty: 2859.791992
	Iteration 6Q: 3 clusters Score -653182.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -653249.437500 Penalty: 2859.791992
	Iteration 7Q: 3 clusters Score -653249.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -653308.625000 Penalty: 2859.791992
	Iteration 8Q: 3 clusters Score -653308.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -653362.687500 Penalty: 2859.791992
	Iteration 9Q: 3 clusters Score -653362.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -653415.937500 Penalty: 2859.791992
	Iteration 10Q: 3 clusters Score -653415.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -653472.062500 Penalty: 2859.791992
	Iteration 11Q: 3 clusters Score -653472.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -653526.062500 Penalty: 2859.791992
	Iteration 12Q: 3 clusters Score -653526.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -653579.250000 Penalty: 2859.791992
	Iteration 13Q: 3 clusters Score -653579.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -653637.750000 Penalty: 2859.791992
	Iteration 14Q: 3 clusters Score -653637.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -653696.250000 Penalty: 2859.791992
	Iteration 15Q: 3 clusters Score -653696.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -653761.062500 Penalty: 2859.791992
	Iteration 16Q: 3 clusters Score -653761.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -653835.875000 Penalty: 2859.791992
	Iteration 17Q: 3 clusters Score -653835.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -653913.250000 Penalty: 2859.791992
	Iteration 18Q: 3 clusters Score -653913.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -653997.937500 Penalty: 2859.791992
	Iteration 19Q: 3 clusters Score -653997.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -654085.687500 Penalty: 2859.791992
	Iteration 20F: 3 clusters Score -654085.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -654176.937500 Penalty: 2859.791992
	Iteration 21Q: 3 clusters Score -654176.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -654273.000000 Penalty: 2859.791992
	Iteration 22Q: 3 clusters Score -654273 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -654380.375000 Penalty: 2859.791992
	Iteration 23Q: 3 clusters Score -654380.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -654495.937500 Penalty: 2859.791992
	Iteration 24Q: 3 clusters Score -654495.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -654595.250000 Penalty: 2859.791992
	Iteration 25Q: 3 clusters Score -654595.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -654671.812500 Penalty: 2859.791992
	Iteration 26Q: 3 clusters Score -654671.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -654727.500000 Penalty: 2859.791992
	Iteration 27Q: 3 clusters Score -654727.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -654779.437500 Penalty: 2859.791992
	Iteration 28Q: 3 clusters Score -654779.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -654833.750000 Penalty: 2859.791992
	Iteration 29Q: 3 clusters Score -654833.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -654878.562500 Penalty: 2859.791992
	Iteration 30Q: 3 clusters Score -654878.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -654919.187500 Penalty: 2859.791992
	Iteration 31Q: 3 clusters Score -654919.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -654949.437500 Penalty: 2859.791992
	Iteration 32Q: 3 clusters Score -654949.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -654966.937500 Penalty: 2859.791992
	Iteration 33Q: 3 clusters Score -654966.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -654988.187500 Penalty: 2859.791992
	Iteration 34Q: 3 clusters Score -654988.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -655006.312500 Penalty: 2859.791992
	Iteration 35Q: 3 clusters Score -655006.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -655015.812500 Penalty: 2859.791992
	Iteration 36Q: 3 clusters Score -655015.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -655020.812500 Penalty: 2859.791992
	Iteration 37Q: 3 clusters Score -655020.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -655023.875000 Penalty: 2859.791992
	Iteration 38Q: 3 clusters Score -655023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -655026.000000 Penalty: 2859.791992
	Iteration 39Q: 3 clusters Score -655026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -655027.312500 Penalty: 2859.791992
	Iteration 40F: 3 clusters Score -655027.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -655029.812500 Penalty: 2859.791992
	Iteration 41Q: 3 clusters Score -655029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -655031.562500 Penalty: 2859.791992
	Iteration 42Q: 3 clusters Score -655031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -655033.937500 Penalty: 2859.791992
	Iteration 43Q: 3 clusters Score -655033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -655033.812500 Penalty: 2859.791992
	Iteration 44Q: 3 clusters Score -655033.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -655034.312500 Penalty: 2859.791992
	Iteration 45Q: 3 clusters Score -655034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -655034.312500 Penalty: 2859.791992
	Iteration 46F: 3 clusters Score -655034.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Entering Unmasked Estep 
Score: -1088052.875000 Penalty: 1516.842407
	Iteration 0F: 2 clusters Score -1088053 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 5739 members 
Entering Unmasked Estep 
Score: -1080047.500000 Penalty: 3033.684814
	Iteration 0F: 3 clusters Score -1080048 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1082899.375000 Penalty: 3033.684814
	Iteration 1F: 3 clusters Score -1082899 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1083385.625000 Penalty: 3033.684814
	Iteration 2F: 3 clusters Score -1083386 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1083895.125000 Penalty: 3033.684814
	Iteration 3F: 3 clusters Score -1083895 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1084449.000000 Penalty: 3033.684814
	Iteration 4F: 3 clusters Score -1084449 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1085039.125000 Penalty: 3033.684814
	Iteration 5F: 3 clusters Score -1085039 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1085662.500000 Penalty: 3033.684814
	Iteration 6F: 3 clusters Score -1085662 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1086193.000000 Penalty: 3033.684814
	Iteration 7F: 3 clusters Score -1086193 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1086583.625000 Penalty: 3033.684814
	Iteration 8Q: 3 clusters Score -1086584 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1086877.250000 Penalty: 3033.684814
	Iteration 9Q: 3 clusters Score -1086877 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1087066.875000 Penalty: 3033.684814
	Iteration 10Q: 3 clusters Score -1087067 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1087159.875000 Penalty: 3033.684814
	Iteration 11Q: 3 clusters Score -1087160 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1087215.375000 Penalty: 3033.684814
	Iteration 12Q: 3 clusters Score -1087215 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1087259.125000 Penalty: 3033.684814
	Iteration 13Q: 3 clusters Score -1087259 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1087275.125000 Penalty: 3033.684814
	Iteration 14Q: 3 clusters Score -1087275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1087290.000000 Penalty: 3033.684814
	Iteration 15Q: 3 clusters Score -1087290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1087303.375000 Penalty: 3033.684814
	Iteration 16Q: 3 clusters Score -1087303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1087310.250000 Penalty: 3033.684814
	Iteration 17Q: 3 clusters Score -1087310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1087315.500000 Penalty: 3033.684814
	Iteration 18Q: 3 clusters Score -1087316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1087317.625000 Penalty: 3033.684814
	Iteration 19Q: 3 clusters Score -1087318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1087322.125000 Penalty: 3033.684814
	Iteration 20F: 3 clusters Score -1087322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1087322.500000 Penalty: 3033.684814
	Iteration 21Q: 3 clusters Score -1087322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1087326.000000 Penalty: 3033.684814
	Iteration 22Q: 3 clusters Score -1087326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1087326.125000 Penalty: 3033.684814
	Iteration 23Q: 3 clusters Score -1087326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1087325.250000 Penalty: 3033.684814
	Iteration 24Q: 3 clusters Score -1087325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1087327.875000 Penalty: 3033.684814
	Iteration 25Q: 3 clusters Score -1087328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1087329.375000 Penalty: 3033.684814
	Iteration 26Q: 3 clusters Score -1087329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1087329.375000 Penalty: 3033.684814
	Iteration 27F: 3 clusters Score -1087329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Entering Unmasked Estep 
Score: -8007980.500000 Penalty: 1848.898682
	Iteration 0F: 2 clusters Score -8007980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -7949657.500000 Penalty: 3697.797363
	Iteration 0F: 3 clusters Score -7949658 nChanged 41545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -7974036.500000 Penalty: 3697.797363
	Iteration 1F: 3 clusters Score -7974036 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -7975226.000000 Penalty: 3697.797363
	Iteration 2Q: 3 clusters Score -7975226 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -7977027.000000 Penalty: 3697.797363
	Iteration 3Q: 3 clusters Score -7977027 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -7979859.500000 Penalty: 3697.797363
	Iteration 4F: 3 clusters Score -7979860 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -7983610.500000 Penalty: 3697.797363
	Iteration 5F: 3 clusters Score -7983610 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -7987044.000000 Penalty: 3697.797363
	Iteration 6F: 3 clusters Score -7987044 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -7989652.000000 Penalty: 3697.797363
	Iteration 7F: 3 clusters Score -7989652 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -7991401.000000 Penalty: 3697.797363
	Iteration 8F: 3 clusters Score -7991401 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -7992736.000000 Penalty: 3697.797363
	Iteration 9Q: 3 clusters Score -7992736 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -7993876.500000 Penalty: 3697.797363
	Iteration 10Q: 3 clusters Score -7993876 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 66962 members 
Entering Unmasked Estep 
Score: -7995047.500000 Penalty: 3697.797363
	Iteration 11Q: 3 clusters Score -7995048 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -7996290.000000 Penalty: 3697.797363
	Iteration 12Q: 3 clusters Score -7996290 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -7997613.000000 Penalty: 3697.797363
	Iteration 13Q: 3 clusters Score -7997613 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -7999039.000000 Penalty: 3697.797363
	Iteration 14Q: 3 clusters Score -7999039 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -8000562.500000 Penalty: 3697.797363
	Iteration 15Q: 3 clusters Score -8000562 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -8002025.500000 Penalty: 3697.797363
	Iteration 16Q: 3 clusters Score -8002026 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -8003351.500000 Penalty: 3697.797363
	Iteration 17Q: 3 clusters Score -8003352 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -8004453.000000 Penalty: 3697.797363
	Iteration 18Q: 3 clusters Score -8004453 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 85247 members 
Entering Unmasked Estep 
Score: -8005139.000000 Penalty: 3697.797363
	Iteration 19Q: 3 clusters Score -8005139 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -8005583.500000 Penalty: 3697.797363
	Iteration 20F: 3 clusters Score -8005584 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 86389 members 
Entering Unmasked Estep 
Score: -8005932.000000 Penalty: 3697.797363
	Iteration 21Q: 3 clusters Score -8005932 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -8006106.500000 Penalty: 3697.797363
	Iteration 22Q: 3 clusters Score -8006106 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 86770 members 
Entering Unmasked Estep 
Score: -8006201.000000 Penalty: 3697.797363
	Iteration 23Q: 3 clusters Score -8006201 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 86860 members 
Entering Unmasked Estep 
Score: -8006293.000000 Penalty: 3697.797363
	Iteration 24Q: 3 clusters Score -8006293 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -8006333.000000 Penalty: 3697.797363
	Iteration 25Q: 3 clusters Score -8006333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -8006364.500000 Penalty: 3697.797363
	Iteration 26Q: 3 clusters Score -8006364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 86971 members 
Entering Unmasked Estep 
Score: -8006385.500000 Penalty: 3697.797363
	Iteration 27Q: 3 clusters Score -8006386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -8006411.500000 Penalty: 3697.797363
	Iteration 28Q: 3 clusters Score -8006412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -8006422.000000 Penalty: 3697.797363
	Iteration 29Q: 3 clusters Score -8006422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 86998 members 
Entering Unmasked Estep 
Score: -8006429.000000 Penalty: 3697.797363
	Iteration 30Q: 3 clusters Score -8006429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 86999 members 
Entering Unmasked Estep 
Score: -8006426.500000 Penalty: 3697.797363
	Iteration 31Q: 3 clusters Score -8006426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 87000 members 
Entering Unmasked Estep 
Score: -8006427.500000 Penalty: 3697.797363
	Iteration 32Q: 3 clusters Score -8006428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -8006435.500000 Penalty: 3697.797363
	Iteration 33Q: 3 clusters Score -8006436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -8006438.000000 Penalty: 3697.797363
	Iteration 34Q: 3 clusters Score -8006438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 87007 members 
Entering Unmasked Estep 
Score: -8006437.500000 Penalty: 3697.797363
	Iteration 35Q: 3 clusters Score -8006438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
Score: -8006441.000000 Penalty: 3697.797363
	Iteration 36Q: 3 clusters Score -8006441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
Score: -8006440.500000 Penalty: 3697.797363
	Iteration 37Q: 3 clusters Score -8006440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
Score: -8006440.500000 Penalty: 3697.797363
	Iteration 38F: 3 clusters Score -8006440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -100681.343750 Penalty: 1143.374146
	Iteration 0F: 2 clusters Score -100681.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99153.335938 Penalty: 2286.748291
	Iteration 0F: 3 clusters Score -99153.34 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99410.640625 Penalty: 2286.748291
	Iteration 1F: 3 clusters Score -99410.64 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -99469.757812 Penalty: 2286.748291
	Iteration 2F: 3 clusters Score -99469.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99513.468750 Penalty: 2286.748291
	Iteration 3Q: 3 clusters Score -99513.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99535.046875 Penalty: 2286.748291
	Iteration 4Q: 3 clusters Score -99535.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99548.671875 Penalty: 2286.748291
	Iteration 5Q: 3 clusters Score -99548.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99558.132812 Penalty: 2286.748291
	Iteration 6Q: 3 clusters Score -99558.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99564.328125 Penalty: 2286.748291
	Iteration 7Q: 3 clusters Score -99564.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -99565.804688 Penalty: 2286.748291
	Iteration 8Q: 3 clusters Score -99565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -99566.015625 Penalty: 2286.748291
	Iteration 9Q: 3 clusters Score -99566.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99567.351562 Penalty: 2286.748291
	Iteration 10Q: 3 clusters Score -99567.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -99571.078125 Penalty: 2286.748291
	Iteration 11Q: 3 clusters Score -99571.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -99574.093750 Penalty: 2286.748291
	Iteration 12Q: 3 clusters Score -99574.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99575.695312 Penalty: 2286.748291
	Iteration 13Q: 3 clusters Score -99575.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99577.351562 Penalty: 2286.748291
	Iteration 14Q: 3 clusters Score -99577.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -99577.812500 Penalty: 2286.748291
	Iteration 15Q: 3 clusters Score -99577.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -99577.812500 Penalty: 2286.748291
	Iteration 16F: 3 clusters Score -99577.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -171684.656250 Penalty: 1222.828857
	Iteration 0F: 2 clusters Score -171684.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -169681.140625 Penalty: 2445.657715
	Iteration 0F: 3 clusters Score -169681.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -170064.765625 Penalty: 2445.657715
	Iteration 1F: 3 clusters Score -170064.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -170170.296875 Penalty: 2445.657715
	Iteration 2F: 3 clusters Score -170170.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -170224.906250 Penalty: 2445.657715
	Iteration 3Q: 3 clusters Score -170224.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -170259.359375 Penalty: 2445.657715
	Iteration 4Q: 3 clusters Score -170259.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -170283.546875 Penalty: 2445.657715
	Iteration 5Q: 3 clusters Score -170283.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -170299.468750 Penalty: 2445.657715
	Iteration 6Q: 3 clusters Score -170299.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -170309.578125 Penalty: 2445.657715
	Iteration 7Q: 3 clusters Score -170309.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -170316.781250 Penalty: 2445.657715
	Iteration 8Q: 3 clusters Score -170316.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -170324.250000 Penalty: 2445.657715
	Iteration 9Q: 3 clusters Score -170324.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -170334.265625 Penalty: 2445.657715
	Iteration 10Q: 3 clusters Score -170334.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -170340.046875 Penalty: 2445.657715
	Iteration 11Q: 3 clusters Score -170340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -170343.000000 Penalty: 2445.657715
	Iteration 12Q: 3 clusters Score -170343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -170349.265625 Penalty: 2445.657715
	Iteration 13Q: 3 clusters Score -170349.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -170352.281250 Penalty: 2445.657715
	Iteration 14Q: 3 clusters Score -170352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -170354.750000 Penalty: 2445.657715
	Iteration 15Q: 3 clusters Score -170354.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -170359.578125 Penalty: 2445.657715
	Iteration 16Q: 3 clusters Score -170359.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -170363.546875 Penalty: 2445.657715
	Iteration 17Q: 3 clusters Score -170363.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -170371.187500 Penalty: 2445.657715
	Iteration 18Q: 3 clusters Score -170371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -170378.828125 Penalty: 2445.657715
	Iteration 19Q: 3 clusters Score -170378.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -170384.968750 Penalty: 2445.657715
	Iteration 20F: 3 clusters Score -170385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -170391.234375 Penalty: 2445.657715
	Iteration 21Q: 3 clusters Score -170391.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -170398.765625 Penalty: 2445.657715
	Iteration 22Q: 3 clusters Score -170398.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -170407.234375 Penalty: 2445.657715
	Iteration 23Q: 3 clusters Score -170407.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -170411.796875 Penalty: 2445.657715
	Iteration 24Q: 3 clusters Score -170411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -170415.234375 Penalty: 2445.657715
	Iteration 25Q: 3 clusters Score -170415.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -170418.796875 Penalty: 2445.657715
	Iteration 26Q: 3 clusters Score -170418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -170419.750000 Penalty: 2445.657715
	Iteration 27Q: 3 clusters Score -170419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -170421.750000 Penalty: 2445.657715
	Iteration 28Q: 3 clusters Score -170421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -170423.750000 Penalty: 2445.657715
	Iteration 29Q: 3 clusters Score -170423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -170424.421875 Penalty: 2445.657715
	Iteration 30Q: 3 clusters Score -170424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -170424.546875 Penalty: 2445.657715
	Iteration 31Q: 3 clusters Score -170424.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -170424.843750 Penalty: 2445.657715
	Iteration 32Q: 3 clusters Score -170424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -170424.843750 Penalty: 2445.657715
	Iteration 33F: 3 clusters Score -170424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -517906.500000 Penalty: 1407.994019
	Iteration 0F: 2 clusters Score -517906.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -513451.500000 Penalty: 2815.988037
	Iteration 0F: 3 clusters Score -513451.5 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -514664.125000 Penalty: 2815.988037
	Iteration 1F: 3 clusters Score -514664.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -514876.468750 Penalty: 2815.988037
	Iteration 2F: 3 clusters Score -514876.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -515033.031250 Penalty: 2815.988037
	Iteration 3F: 3 clusters Score -515033 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -515182.562500 Penalty: 2815.988037
	Iteration 4Q: 3 clusters Score -515182.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -515384.125000 Penalty: 2815.988037
	Iteration 5F: 3 clusters Score -515384.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -515605.000000 Penalty: 2815.988037
	Iteration 6F: 3 clusters Score -515605 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -515833.718750 Penalty: 2815.988037
	Iteration 7F: 3 clusters Score -515833.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -516089.906250 Penalty: 2815.988037
	Iteration 8Q: 3 clusters Score -516089.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -516327.062500 Penalty: 2815.988037
	Iteration 9Q: 3 clusters Score -516327.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -516485.281250 Penalty: 2815.988037
	Iteration 10Q: 3 clusters Score -516485.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -516582.750000 Penalty: 2815.988037
	Iteration 11Q: 3 clusters Score -516582.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -516638.937500 Penalty: 2815.988037
	Iteration 12Q: 3 clusters Score -516638.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -516679.062500 Penalty: 2815.988037
	Iteration 13Q: 3 clusters Score -516679.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -516719.718750 Penalty: 2815.988037
	Iteration 14Q: 3 clusters Score -516719.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -516762.593750 Penalty: 2815.988037
	Iteration 15Q: 3 clusters Score -516762.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -516789.125000 Penalty: 2815.988037
	Iteration 16Q: 3 clusters Score -516789.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -516823.218750 Penalty: 2815.988037
	Iteration 17Q: 3 clusters Score -516823.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -516860.000000 Penalty: 2815.988037
	Iteration 18Q: 3 clusters Score -516860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -516885.656250 Penalty: 2815.988037
	Iteration 19Q: 3 clusters Score -516885.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -516903.812500 Penalty: 2815.988037
	Iteration 20F: 3 clusters Score -516903.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -516915.843750 Penalty: 2815.988037
	Iteration 21Q: 3 clusters Score -516915.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -516923.937500 Penalty: 2815.988037
	Iteration 22Q: 3 clusters Score -516923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -516928.187500 Penalty: 2815.988037
	Iteration 23Q: 3 clusters Score -516928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -516928.875000 Penalty: 2815.988037
	Iteration 24Q: 3 clusters Score -516928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -516931.937500 Penalty: 2815.988037
	Iteration 25Q: 3 clusters Score -516931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -516935.125000 Penalty: 2815.988037
	Iteration 26Q: 3 clusters Score -516935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -516936.687500 Penalty: 2815.988037
	Iteration 27Q: 3 clusters Score -516936.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -516938.250000 Penalty: 2815.988037
	Iteration 28Q: 3 clusters Score -516938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -516940.312500 Penalty: 2815.988037
	Iteration 29Q: 3 clusters Score -516940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -516940.312500 Penalty: 2815.988037
	Iteration 30F: 3 clusters Score -516940.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Entering Unmasked Estep 
Score: -3833991.750000 Penalty: 1717.367554
	Iteration 0F: 2 clusters Score -3833992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3807967.250000 Penalty: 3434.735107
	Iteration 0F: 3 clusters Score -3807967 nChanged 18192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3817938.000000 Penalty: 3434.735107
	Iteration 1F: 3 clusters Score -3817938 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3818397.500000 Penalty: 3434.735107
	Iteration 2Q: 3 clusters Score -3818398 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3818925.250000 Penalty: 3434.735107
	Iteration 3Q: 3 clusters Score -3818925 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -3819611.000000 Penalty: 3434.735107
	Iteration 4Q: 3 clusters Score -3819611 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3820425.000000 Penalty: 3434.735107
	Iteration 5Q: 3 clusters Score -3820425 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3821379.750000 Penalty: 3434.735107
	Iteration 6Q: 3 clusters Score -3821380 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3822520.750000 Penalty: 3434.735107
	Iteration 7F: 3 clusters Score -3822521 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3823977.750000 Penalty: 3434.735107
	Iteration 8F: 3 clusters Score -3823978 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -3825747.500000 Penalty: 3434.735107
	Iteration 9F: 3 clusters Score -3825748 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -3827557.750000 Penalty: 3434.735107
	Iteration 10F: 3 clusters Score -3827558 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -3829042.500000 Penalty: 3434.735107
	Iteration 11Q: 3 clusters Score -3829042 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -3829893.500000 Penalty: 3434.735107
	Iteration 12Q: 3 clusters Score -3829894 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -3830389.500000 Penalty: 3434.735107
	Iteration 13Q: 3 clusters Score -3830390 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -3830740.750000 Penalty: 3434.735107
	Iteration 14Q: 3 clusters Score -3830741 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -3831021.000000 Penalty: 3434.735107
	Iteration 15Q: 3 clusters Score -3831021 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -3831234.250000 Penalty: 3434.735107
	Iteration 16Q: 3 clusters Score -3831234 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -3831442.500000 Penalty: 3434.735107
	Iteration 17Q: 3 clusters Score -3831442 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -3831620.250000 Penalty: 3434.735107
	Iteration 18Q: 3 clusters Score -3831620 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -3831789.250000 Penalty: 3434.735107
	Iteration 19Q: 3 clusters Score -3831789 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -3831901.750000 Penalty: 3434.735107
	Iteration 20F: 3 clusters Score -3831902 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -3831999.250000 Penalty: 3434.735107
	Iteration 21Q: 3 clusters Score -3831999 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -3832102.000000 Penalty: 3434.735107
	Iteration 22Q: 3 clusters Score -3832102 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -3832179.750000 Penalty: 3434.735107
	Iteration 23Q: 3 clusters Score -3832180 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -3832259.750000 Penalty: 3434.735107
	Iteration 24Q: 3 clusters Score -3832260 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -3832323.250000 Penalty: 3434.735107
	Iteration 25Q: 3 clusters Score -3832323 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -3832374.000000 Penalty: 3434.735107
	Iteration 26Q: 3 clusters Score -3832374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -3832414.500000 Penalty: 3434.735107
	Iteration 27Q: 3 clusters Score -3832414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -3832453.500000 Penalty: 3434.735107
	Iteration 28Q: 3 clusters Score -3832454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -3832475.500000 Penalty: 3434.735107
	Iteration 29Q: 3 clusters Score -3832476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -3832491.750000 Penalty: 3434.735107
	Iteration 30Q: 3 clusters Score -3832492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -3832513.000000 Penalty: 3434.735107
	Iteration 31Q: 3 clusters Score -3832513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -3832518.750000 Penalty: 3434.735107
	Iteration 32Q: 3 clusters Score -3832519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -3832537.750000 Penalty: 3434.735107
	Iteration 33Q: 3 clusters Score -3832538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -3832543.750000 Penalty: 3434.735107
	Iteration 34Q: 3 clusters Score -3832544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -3832559.250000 Penalty: 3434.735107
	Iteration 35Q: 3 clusters Score -3832559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -3832566.250000 Penalty: 3434.735107
	Iteration 36Q: 3 clusters Score -3832566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -3832567.250000 Penalty: 3434.735107
	Iteration 37Q: 3 clusters Score -3832567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -3832577.500000 Penalty: 3434.735107
	Iteration 38Q: 3 clusters Score -3832578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -3832580.750000 Penalty: 3434.735107
	Iteration 39Q: 3 clusters Score -3832581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -3832583.000000 Penalty: 3434.735107
	Iteration 40F: 3 clusters Score -3832583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -3832586.000000 Penalty: 3434.735107
	Iteration 41Q: 3 clusters Score -3832586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -3832586.750000 Penalty: 3434.735107
	Iteration 42Q: 3 clusters Score -3832587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -3832595.250000 Penalty: 3434.735107
	Iteration 43Q: 3 clusters Score -3832595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -3832595.500000 Penalty: 3434.735107
	Iteration 44Q: 3 clusters Score -3832596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -3832607.500000 Penalty: 3434.735107
	Iteration 45Q: 3 clusters Score -3832608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -3832600.750000 Penalty: 3434.735107
	Iteration 46Q: 3 clusters Score -3832601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -3832610.000000 Penalty: 3434.735107
	Iteration 47Q: 3 clusters Score -3832610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -3832611.250000 Penalty: 3434.735107
	Iteration 48Q: 3 clusters Score -3832611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -3832613.750000 Penalty: 3434.735107
	Iteration 49Q: 3 clusters Score -3832614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -3832615.000000 Penalty: 3434.735107
	Iteration 50Q: 3 clusters Score -3832615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -3832615.000000 Penalty: 3434.735107
	Iteration 51F: 3 clusters Score -3832615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -352262.656250 Penalty: 1342.958984
	Iteration 0F: 2 clusters Score -352262.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -348993.187500 Penalty: 2685.917969
	Iteration 0F: 3 clusters Score -348993.2 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -349777.562500 Penalty: 2685.917969
	Iteration 1F: 3 clusters Score -349777.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -349921.343750 Penalty: 2685.917969
	Iteration 2F: 3 clusters Score -349921.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -350017.031250 Penalty: 2685.917969
	Iteration 3Q: 3 clusters Score -350017 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -350105.343750 Penalty: 2685.917969
	Iteration 4Q: 3 clusters Score -350105.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -350174.187500 Penalty: 2685.917969
	Iteration 5Q: 3 clusters Score -350174.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -350224.218750 Penalty: 2685.917969
	Iteration 6Q: 3 clusters Score -350224.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -350269.000000 Penalty: 2685.917969
	Iteration 7Q: 3 clusters Score -350269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -350311.406250 Penalty: 2685.917969
	Iteration 8Q: 3 clusters Score -350311.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -350352.062500 Penalty: 2685.917969
	Iteration 9Q: 3 clusters Score -350352.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -350393.968750 Penalty: 2685.917969
	Iteration 10Q: 3 clusters Score -350394 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -350441.718750 Penalty: 2685.917969
	Iteration 11Q: 3 clusters Score -350441.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -350490.218750 Penalty: 2685.917969
	Iteration 12Q: 3 clusters Score -350490.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -350528.062500 Penalty: 2685.917969
	Iteration 13Q: 3 clusters Score -350528.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -350564.562500 Penalty: 2685.917969
	Iteration 14Q: 3 clusters Score -350564.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -350604.000000 Penalty: 2685.917969
	Iteration 15Q: 3 clusters Score -350604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -350638.781250 Penalty: 2685.917969
	Iteration 16Q: 3 clusters Score -350638.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -350683.937500 Penalty: 2685.917969
	Iteration 17Q: 3 clusters Score -350683.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -350736.000000 Penalty: 2685.917969
	Iteration 18Q: 3 clusters Score -350736 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -350806.000000 Penalty: 2685.917969
	Iteration 19Q: 3 clusters Score -350806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -350863.437500 Penalty: 2685.917969
	Iteration 20F: 3 clusters Score -350863.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -350911.437500 Penalty: 2685.917969
	Iteration 21Q: 3 clusters Score -350911.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -350941.968750 Penalty: 2685.917969
	Iteration 22Q: 3 clusters Score -350942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -350961.343750 Penalty: 2685.917969
	Iteration 23Q: 3 clusters Score -350961.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -350975.156250 Penalty: 2685.917969
	Iteration 24Q: 3 clusters Score -350975.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -350988.437500 Penalty: 2685.917969
	Iteration 25Q: 3 clusters Score -350988.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -351002.625000 Penalty: 2685.917969
	Iteration 26Q: 3 clusters Score -351002.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -351018.656250 Penalty: 2685.917969
	Iteration 27Q: 3 clusters Score -351018.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -351026.718750 Penalty: 2685.917969
	Iteration 28Q: 3 clusters Score -351026.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -351034.187500 Penalty: 2685.917969
	Iteration 29Q: 3 clusters Score -351034.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -351041.843750 Penalty: 2685.917969
	Iteration 30Q: 3 clusters Score -351041.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -351047.156250 Penalty: 2685.917969
	Iteration 31Q: 3 clusters Score -351047.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -351051.218750 Penalty: 2685.917969
	Iteration 32Q: 3 clusters Score -351051.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -351054.968750 Penalty: 2685.917969
	Iteration 33Q: 3 clusters Score -351055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -351056.375000 Penalty: 2685.917969
	Iteration 34Q: 3 clusters Score -351056.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -351059.562500 Penalty: 2685.917969
	Iteration 35Q: 3 clusters Score -351059.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -351062.531250 Penalty: 2685.917969
	Iteration 36Q: 3 clusters Score -351062.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -351063.500000 Penalty: 2685.917969
	Iteration 37Q: 3 clusters Score -351063.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -351064.437500 Penalty: 2685.917969
	Iteration 38Q: 3 clusters Score -351064.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -351064.437500 Penalty: 2685.917969
	Iteration 39F: 3 clusters Score -351064.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Entering Unmasked Estep 
Score: -5428419.500000 Penalty: 1786.336670
	Iteration 0F: 2 clusters Score -5428420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -5388697.500000 Penalty: 3572.673340
	Iteration 0F: 3 clusters Score -5388698 nChanged 28031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -5405384.000000 Penalty: 3572.673340
	Iteration 1F: 3 clusters Score -5405384 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -5406429.000000 Penalty: 3572.673340
	Iteration 2Q: 3 clusters Score -5406429 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -5407877.500000 Penalty: 3572.673340
	Iteration 3Q: 3 clusters Score -5407878 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -5409788.000000 Penalty: 3572.673340
	Iteration 4F: 3 clusters Score -5409788 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -5412158.500000 Penalty: 3572.673340
	Iteration 5F: 3 clusters Score -5412158 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -5414697.500000 Penalty: 3572.673340
	Iteration 6F: 3 clusters Score -5414698 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -5417112.000000 Penalty: 3572.673340
	Iteration 7F: 3 clusters Score -5417112 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -5418820.500000 Penalty: 3572.673340
	Iteration 8F: 3 clusters Score -5418820 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -5419873.000000 Penalty: 3572.673340
	Iteration 9Q: 3 clusters Score -5419873 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -5420495.000000 Penalty: 3572.673340
	Iteration 10Q: 3 clusters Score -5420495 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -5420955.000000 Penalty: 3572.673340
	Iteration 11Q: 3 clusters Score -5420955 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -5421305.000000 Penalty: 3572.673340
	Iteration 12Q: 3 clusters Score -5421305 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -5421680.000000 Penalty: 3572.673340
	Iteration 13Q: 3 clusters Score -5421680 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -5422075.000000 Penalty: 3572.673340
	Iteration 14Q: 3 clusters Score -5422075 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -5422462.500000 Penalty: 3572.673340
	Iteration 15Q: 3 clusters Score -5422462 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -5422894.000000 Penalty: 3572.673340
	Iteration 16Q: 3 clusters Score -5422894 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -5423334.500000 Penalty: 3572.673340
	Iteration 17Q: 3 clusters Score -5423334 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -5423796.500000 Penalty: 3572.673340
	Iteration 18Q: 3 clusters Score -5423796 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -5424196.000000 Penalty: 3572.673340
	Iteration 19Q: 3 clusters Score -5424196 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -5424595.500000 Penalty: 3572.673340
	Iteration 20F: 3 clusters Score -5424596 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -5424936.500000 Penalty: 3572.673340
	Iteration 21Q: 3 clusters Score -5424936 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -5425284.000000 Penalty: 3572.673340
	Iteration 22Q: 3 clusters Score -5425284 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -5425605.000000 Penalty: 3572.673340
	Iteration 23Q: 3 clusters Score -5425605 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -5425864.000000 Penalty: 3572.673340
	Iteration 24Q: 3 clusters Score -5425864 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -5426121.000000 Penalty: 3572.673340
	Iteration 25Q: 3 clusters Score -5426121 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -5426328.500000 Penalty: 3572.673340
	Iteration 26Q: 3 clusters Score -5426328 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -5426443.000000 Penalty: 3572.673340
	Iteration 27Q: 3 clusters Score -5426443 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -5426583.500000 Penalty: 3572.673340
	Iteration 28Q: 3 clusters Score -5426584 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -5426710.500000 Penalty: 3572.673340
	Iteration 29Q: 3 clusters Score -5426710 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -5426800.500000 Penalty: 3572.673340
	Iteration 30Q: 3 clusters Score -5426800 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -5426852.000000 Penalty: 3572.673340
	Iteration 31Q: 3 clusters Score -5426852 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -5426915.500000 Penalty: 3572.673340
	Iteration 32Q: 3 clusters Score -5426916 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -5426989.500000 Penalty: 3572.673340
	Iteration 33Q: 3 clusters Score -5426990 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -5427024.000000 Penalty: 3572.673340
	Iteration 34Q: 3 clusters Score -5427024 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -5427052.500000 Penalty: 3572.673340
	Iteration 35Q: 3 clusters Score -5427052 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -5427092.000000 Penalty: 3572.673340
	Iteration 36Q: 3 clusters Score -5427092 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -5427111.000000 Penalty: 3572.673340
	Iteration 37Q: 3 clusters Score -5427111 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -5427124.000000 Penalty: 3572.673340
	Iteration 38Q: 3 clusters Score -5427124 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -5427152.000000 Penalty: 3572.673340
	Iteration 39Q: 3 clusters Score -5427152 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -5427169.000000 Penalty: 3572.673340
	Iteration 40F: 3 clusters Score -5427169 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -5427175.500000 Penalty: 3572.673340
	Iteration 41Q: 3 clusters Score -5427176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -5427182.500000 Penalty: 3572.673340
	Iteration 42Q: 3 clusters Score -5427182 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -5427197.500000 Penalty: 3572.673340
	Iteration 43Q: 3 clusters Score -5427198 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -5427207.500000 Penalty: 3572.673340
	Iteration 44Q: 3 clusters Score -5427208 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -5427221.000000 Penalty: 3572.673340
	Iteration 45Q: 3 clusters Score -5427221 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -5427222.000000 Penalty: 3572.673340
	Iteration 46Q: 3 clusters Score -5427222 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -5427236.500000 Penalty: 3572.673340
	Iteration 47Q: 3 clusters Score -5427236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5427247.500000 Penalty: 3572.673340
	Iteration 48Q: 3 clusters Score -5427248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -5427250.500000 Penalty: 3572.673340
	Iteration 49Q: 3 clusters Score -5427250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5427260.000000 Penalty: 3572.673340
	Iteration 50Q: 3 clusters Score -5427260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -5427262.500000 Penalty: 3572.673340
	Iteration 51Q: 3 clusters Score -5427262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -5427277.000000 Penalty: 3572.673340
	Iteration 52Q: 3 clusters Score -5427277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -5427283.500000 Penalty: 3572.673340
	Iteration 53Q: 3 clusters Score -5427284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -5427280.500000 Penalty: 3572.673340
	Iteration 54Q: 3 clusters Score -5427280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -5427298.500000 Penalty: 3572.673340
	Iteration 55Q: 3 clusters Score -5427298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -5427298.500000 Penalty: 3572.673340
	Iteration 56Q: 3 clusters Score -5427298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -5427299.500000 Penalty: 3572.673340
	Iteration 57Q: 3 clusters Score -5427300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -5427311.500000 Penalty: 3572.673340
	Iteration 58Q: 3 clusters Score -5427312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -5427309.500000 Penalty: 3572.673340
	Iteration 59Q: 3 clusters Score -5427310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -5427316.500000 Penalty: 3572.673340
	Iteration 60F: 3 clusters Score -5427316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -5427302.500000 Penalty: 3572.673340
	Iteration 61Q: 3 clusters Score -5427302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -5427311.000000 Penalty: 3572.673340
	Iteration 62Q: 3 clusters Score -5427311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -5427312.500000 Penalty: 3572.673340
	Iteration 63Q: 3 clusters Score -5427312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -5427319.000000 Penalty: 3572.673340
	Iteration 64Q: 3 clusters Score -5427319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5427325.500000 Penalty: 3572.673340
	Iteration 65Q: 3 clusters Score -5427326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5427329.000000 Penalty: 3572.673340
	Iteration 66Q: 3 clusters Score -5427329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5427328.000000 Penalty: 3572.673340
	Iteration 67Q: 3 clusters Score -5427328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -5427332.000000 Penalty: 3572.673340
	Iteration 68Q: 3 clusters Score -5427332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5427318.500000 Penalty: 3572.673340
	Iteration 69Q: 3 clusters Score -5427318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -5427330.500000 Penalty: 3572.673340
	Iteration 70Q: 3 clusters Score -5427330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -5427337.500000 Penalty: 3572.673340
	Iteration 71Q: 3 clusters Score -5427338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -5427334.000000 Penalty: 3572.673340
	Iteration 72Q: 3 clusters Score -5427334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5427335.000000 Penalty: 3572.673340
	Iteration 73Q: 3 clusters Score -5427335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5427342.500000 Penalty: 3572.673340
	Iteration 74Q: 3 clusters Score -5427342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -5427339.500000 Penalty: 3572.673340
	Iteration 75Q: 3 clusters Score -5427340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -5427342.000000 Penalty: 3572.673340
	Iteration 76Q: 3 clusters Score -5427342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -5427341.000000 Penalty: 3572.673340
	Iteration 77Q: 3 clusters Score -5427341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5427343.000000 Penalty: 3572.673340
	Iteration 78Q: 3 clusters Score -5427343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5427350.500000 Penalty: 3572.673340
	Iteration 79Q: 3 clusters Score -5427350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5427355.000000 Penalty: 3572.673340
	Iteration 80F: 3 clusters Score -5427355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -5427356.000000 Penalty: 3572.673340
	Iteration 81Q: 3 clusters Score -5427356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5427354.000000 Penalty: 3572.673340
	Iteration 82Q: 3 clusters Score -5427354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5427358.500000 Penalty: 3572.673340
	Iteration 83Q: 3 clusters Score -5427358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -5427351.500000 Penalty: 3572.673340
	Iteration 84Q: 3 clusters Score -5427352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -5427361.500000 Penalty: 3572.673340
	Iteration 85Q: 3 clusters Score -5427362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -5427366.000000 Penalty: 3572.673340
	Iteration 86Q: 3 clusters Score -5427366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -5427366.500000 Penalty: 3572.673340
	Iteration 87Q: 3 clusters Score -5427366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -5427369.000000 Penalty: 3572.673340
	Iteration 88Q: 3 clusters Score -5427369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5427366.000000 Penalty: 3572.673340
	Iteration 89Q: 3 clusters Score -5427366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -5427361.500000 Penalty: 3572.673340
	Iteration 90Q: 3 clusters Score -5427362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -5427359.000000 Penalty: 3572.673340
	Iteration 91Q: 3 clusters Score -5427359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -5427361.500000 Penalty: 3572.673340
	Iteration 92Q: 3 clusters Score -5427362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -5427360.000000 Penalty: 3572.673340
	Iteration 93Q: 3 clusters Score -5427360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -5427360.500000 Penalty: 3572.673340
	Iteration 94Q: 3 clusters Score -5427360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -5427362.000000 Penalty: 3572.673340
	Iteration 95Q: 3 clusters Score -5427362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -5427357.500000 Penalty: 3572.673340
	Iteration 96Q: 3 clusters Score -5427358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -5427359.000000 Penalty: 3572.673340
	Iteration 97Q: 3 clusters Score -5427359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -5427365.500000 Penalty: 3572.673340
	Iteration 98Q: 3 clusters Score -5427366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -5427356.000000 Penalty: 3572.673340
	Iteration 99Q: 3 clusters Score -5427356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5427355.500000 Penalty: 3572.673340
	Iteration 100F: 3 clusters Score -5427356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -5427354.500000 Penalty: 3572.673340
	Iteration 101Q: 3 clusters Score -5427354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5427357.000000 Penalty: 3572.673340
	Iteration 102Q: 3 clusters Score -5427357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -5427361.000000 Penalty: 3572.673340
	Iteration 103Q: 3 clusters Score -5427361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -5427359.000000 Penalty: 3572.673340
	Iteration 104Q: 3 clusters Score -5427359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -5427359.000000 Penalty: 3572.673340
	Iteration 105F: 3 clusters Score -5427359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Entering Unmasked Estep 
Score: -1284071.875000 Penalty: 1551.762817
	Iteration 0F: 2 clusters Score -1284072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1274417.375000 Penalty: 3103.525635
	Iteration 0F: 3 clusters Score -1274417 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1277873.625000 Penalty: 3103.525635
	Iteration 1F: 3 clusters Score -1277874 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1278316.750000 Penalty: 3103.525635
	Iteration 2F: 3 clusters Score -1278317 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1278816.750000 Penalty: 3103.525635
	Iteration 3F: 3 clusters Score -1278817 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1279471.750000 Penalty: 3103.525635
	Iteration 4F: 3 clusters Score -1279472 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1280294.500000 Penalty: 3103.525635
	Iteration 5F: 3 clusters Score -1280294 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1281200.000000 Penalty: 3103.525635
	Iteration 6F: 3 clusters Score -1281200 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1282076.500000 Penalty: 3103.525635
	Iteration 7F: 3 clusters Score -1282076 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1282831.000000 Penalty: 3103.525635
	Iteration 8Q: 3 clusters Score -1282831 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1283308.625000 Penalty: 3103.525635
	Iteration 9Q: 3 clusters Score -1283309 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1283603.625000 Penalty: 3103.525635
	Iteration 10Q: 3 clusters Score -1283604 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1283839.000000 Penalty: 3103.525635
	Iteration 11Q: 3 clusters Score -1283839 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1284011.750000 Penalty: 3103.525635
	Iteration 12Q: 3 clusters Score -1284012 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1284118.750000 Penalty: 3103.525635
	Iteration 13Q: 3 clusters Score -1284119 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1284197.375000 Penalty: 3103.525635
	Iteration 14Q: 3 clusters Score -1284197 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1284253.125000 Penalty: 3103.525635
	Iteration 15Q: 3 clusters Score -1284253 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1284294.625000 Penalty: 3103.525635
	Iteration 16Q: 3 clusters Score -1284295 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1284325.625000 Penalty: 3103.525635
	Iteration 17Q: 3 clusters Score -1284326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1284332.375000 Penalty: 3103.525635
	Iteration 18Q: 3 clusters Score -1284332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1284340.125000 Penalty: 3103.525635
	Iteration 19Q: 3 clusters Score -1284340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1284361.875000 Penalty: 3103.525635
	Iteration 20F: 3 clusters Score -1284362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1284377.375000 Penalty: 3103.525635
	Iteration 21Q: 3 clusters Score -1284377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1284392.750000 Penalty: 3103.525635
	Iteration 22Q: 3 clusters Score -1284393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1284404.250000 Penalty: 3103.525635
	Iteration 23Q: 3 clusters Score -1284404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1284410.125000 Penalty: 3103.525635
	Iteration 24Q: 3 clusters Score -1284410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1284416.375000 Penalty: 3103.525635
	Iteration 25Q: 3 clusters Score -1284416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1284424.125000 Penalty: 3103.525635
	Iteration 26Q: 3 clusters Score -1284424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1284428.125000 Penalty: 3103.525635
	Iteration 27Q: 3 clusters Score -1284428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1284429.500000 Penalty: 3103.525635
	Iteration 28Q: 3 clusters Score -1284430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1284430.500000 Penalty: 3103.525635
	Iteration 29Q: 3 clusters Score -1284430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1284433.625000 Penalty: 3103.525635
	Iteration 30Q: 3 clusters Score -1284434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1284434.250000 Penalty: 3103.525635
	Iteration 31Q: 3 clusters Score -1284434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1284434.875000 Penalty: 3103.525635
	Iteration 32Q: 3 clusters Score -1284435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1284431.875000 Penalty: 3103.525635
	Iteration 33Q: 3 clusters Score -1284432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1284433.125000 Penalty: 3103.525635
	Iteration 34Q: 3 clusters Score -1284433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1284434.250000 Penalty: 3103.525635
	Iteration 35Q: 3 clusters Score -1284434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1284433.500000 Penalty: 3103.525635
	Iteration 36Q: 3 clusters Score -1284434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1284433.500000 Penalty: 3103.525635
	Iteration 37F: 3 clusters Score -1284434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87364 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 5794 members 
Mstep: Class 7 contains 38887 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 59447 members 
Mstep: Class 10 contains 2675 members 
Mstep: Class 11 contains 200310 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 17076 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13631 members 
Mstep: Class 19 contains 11378 members 
Mstep: Class 20 contains 15911 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 76090 members 
Mstep: Class 23 contains 7261 members 
Mstep: Class 24 contains 11360 members 
Entering Unmasked Estep 
Score: -53852596.000000 Penalty: 51850.226562
Splitting cluster 10 changes total score from -53852780.000000 to -53852596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (200310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200310 members 
Entering Unmasked Estep 
Score: -18338206.000000 Penalty: 1983.738525
	Iteration 0F: 2 clusters Score -1.833821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 100180 members 
Entering Unmasked Estep 
Score: -18205290.000000 Penalty: 3967.477051
	Iteration 0F: 3 clusters Score -1.820529e+07 nChanged 96927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 103269 members 
Entering Unmasked Estep 
Score: -18262370.000000 Penalty: 3967.477051
	Iteration 1F: 3 clusters Score -1.826237e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 105255 members 
Entering Unmasked Estep 
Score: -18263630.000000 Penalty: 3967.477051
	Iteration 2Q: 3 clusters Score -1.826363e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 108359 members 
Entering Unmasked Estep 
Score: -18265274.000000 Penalty: 3967.477051
	Iteration 3Q: 3 clusters Score -1.826527e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87395 members 
Mstep: Class 2 contains 112915 members 
Entering Unmasked Estep 
Score: -18267558.000000 Penalty: 3967.477051
	Iteration 4Q: 3 clusters Score -1.826756e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 119680 members 
Entering Unmasked Estep 
Score: -18271348.000000 Penalty: 3967.477051
	Iteration 5Q: 3 clusters Score -1.827135e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 128995 members 
Entering Unmasked Estep 
Score: -18277436.000000 Penalty: 3967.477051
	Iteration 6F: 3 clusters Score -1.827744e+07 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 140905 members 
Entering Unmasked Estep 
Score: -18285962.000000 Penalty: 3967.477051
	Iteration 7F: 3 clusters Score -1.828596e+07 nChanged 14786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 154855 members 
Entering Unmasked Estep 
Score: -18297226.000000 Penalty: 3967.477051
	Iteration 8F: 3 clusters Score -1.829723e+07 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 169445 members 
Entering Unmasked Estep 
Score: -18309748.000000 Penalty: 3967.477051
	Iteration 9F: 3 clusters Score -1.830975e+07 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 182502 members 
Entering Unmasked Estep 
Score: -18321268.000000 Penalty: 3967.477051
	Iteration 10F: 3 clusters Score -1.832127e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 191772 members 
Entering Unmasked Estep 
Score: -18329466.000000 Penalty: 3967.477051
	Iteration 11Q: 3 clusters Score -1.832947e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 196698 members 
Entering Unmasked Estep 
Score: -18333666.000000 Penalty: 3967.477051
	Iteration 12Q: 3 clusters Score -1.833367e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 198865 members 
Entering Unmasked Estep 
Score: -18335402.000000 Penalty: 3967.477051
	Iteration 13Q: 3 clusters Score -1.83354e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 199675 members 
Entering Unmasked Estep 
Score: -18335998.000000 Penalty: 3967.477051
	Iteration 14Q: 3 clusters Score -1.8336e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 199954 members 
Entering Unmasked Estep 
Score: -18336220.000000 Penalty: 3967.477051
	Iteration 15Q: 3 clusters Score -1.833622e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 200049 members 
Entering Unmasked Estep 
Score: -18336314.000000 Penalty: 3967.477051
	Iteration 16Q: 3 clusters Score -1.833631e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 200082 members 
Entering Unmasked Estep 
Score: -18336382.000000 Penalty: 3967.477051
	Iteration 17Q: 3 clusters Score -1.833638e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 200106 members 
Entering Unmasked Estep 
Score: -18336470.000000 Penalty: 3967.477051
	Iteration 18Q: 3 clusters Score -1.833647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 200110 members 
Entering Unmasked Estep 
Score: -18336476.000000 Penalty: 3967.477051
	Iteration 19Q: 3 clusters Score -1.833648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 200112 members 
Entering Unmasked Estep 
Score: -18336478.000000 Penalty: 3967.477051
	Iteration 20F: 3 clusters Score -1.833648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 200113 members 
Entering Unmasked Estep 
Score: -18336488.000000 Penalty: 3967.477051
	Iteration 21Q: 3 clusters Score -1.833649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 200112 members 
Entering Unmasked Estep 
Score: -18336494.000000 Penalty: 3967.477051
	Iteration 22Q: 3 clusters Score -1.833649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 200112 members 
Entering Unmasked Estep 
Score: -18336494.000000 Penalty: 3967.477051
	Iteration 23F: 3 clusters Score -1.833649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -200046.937500 Penalty: 1256.153442
	Iteration 0F: 2 clusters Score -200046.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -197753.468750 Penalty: 2512.306885
	Iteration 0F: 3 clusters Score -197753.5 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -198289.718750 Penalty: 2512.306885
	Iteration 1F: 3 clusters Score -198289.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -198420.312500 Penalty: 2512.306885
	Iteration 2F: 3 clusters Score -198420.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -198513.468750 Penalty: 2512.306885
	Iteration 3F: 3 clusters Score -198513.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -198588.718750 Penalty: 2512.306885
	Iteration 4Q: 3 clusters Score -198588.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -198662.265625 Penalty: 2512.306885
	Iteration 5Q: 3 clusters Score -198662.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -198716.156250 Penalty: 2512.306885
	Iteration 6Q: 3 clusters Score -198716.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -198763.015625 Penalty: 2512.306885
	Iteration 7Q: 3 clusters Score -198763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -198802.109375 Penalty: 2512.306885
	Iteration 8Q: 3 clusters Score -198802.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -198839.937500 Penalty: 2512.306885
	Iteration 9Q: 3 clusters Score -198839.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -198878.812500 Penalty: 2512.306885
	Iteration 10Q: 3 clusters Score -198878.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -198920.062500 Penalty: 2512.306885
	Iteration 11Q: 3 clusters Score -198920.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -198955.171875 Penalty: 2512.306885
	Iteration 12Q: 3 clusters Score -198955.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -198979.015625 Penalty: 2512.306885
	Iteration 13Q: 3 clusters Score -198979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -198993.421875 Penalty: 2512.306885
	Iteration 14Q: 3 clusters Score -198993.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -199008.843750 Penalty: 2512.306885
	Iteration 15Q: 3 clusters Score -199008.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -199029.859375 Penalty: 2512.306885
	Iteration 16Q: 3 clusters Score -199029.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -199054.359375 Penalty: 2512.306885
	Iteration 17Q: 3 clusters Score -199054.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -199071.078125 Penalty: 2512.306885
	Iteration 18Q: 3 clusters Score -199071.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -199083.984375 Penalty: 2512.306885
	Iteration 19Q: 3 clusters Score -199084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -199091.687500 Penalty: 2512.306885
	Iteration 20F: 3 clusters Score -199091.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -199094.765625 Penalty: 2512.306885
	Iteration 21Q: 3 clusters Score -199094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -199098.843750 Penalty: 2512.306885
	Iteration 22Q: 3 clusters Score -199098.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -199104.656250 Penalty: 2512.306885
	Iteration 23Q: 3 clusters Score -199104.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -199109.531250 Penalty: 2512.306885
	Iteration 24Q: 3 clusters Score -199109.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -199115.515625 Penalty: 2512.306885
	Iteration 25Q: 3 clusters Score -199115.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -199122.609375 Penalty: 2512.306885
	Iteration 26Q: 3 clusters Score -199122.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -199131.500000 Penalty: 2512.306885
	Iteration 27Q: 3 clusters Score -199131.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -199138.984375 Penalty: 2512.306885
	Iteration 28Q: 3 clusters Score -199139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -199147.000000 Penalty: 2512.306885
	Iteration 29Q: 3 clusters Score -199147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -199154.140625 Penalty: 2512.306885
	Iteration 30Q: 3 clusters Score -199154.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -199162.250000 Penalty: 2512.306885
	Iteration 31Q: 3 clusters Score -199162.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -199171.718750 Penalty: 2512.306885
	Iteration 32Q: 3 clusters Score -199171.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -199182.500000 Penalty: 2512.306885
	Iteration 33Q: 3 clusters Score -199182.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -199191.578125 Penalty: 2512.306885
	Iteration 34Q: 3 clusters Score -199191.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -199197.921875 Penalty: 2512.306885
	Iteration 35Q: 3 clusters Score -199197.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -199206.406250 Penalty: 2512.306885
	Iteration 36Q: 3 clusters Score -199206.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -199213.718750 Penalty: 2512.306885
	Iteration 37Q: 3 clusters Score -199213.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -199222.359375 Penalty: 2512.306885
	Iteration 38Q: 3 clusters Score -199222.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -199228.843750 Penalty: 2512.306885
	Iteration 39Q: 3 clusters Score -199228.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -199235.281250 Penalty: 2512.306885
	Iteration 40F: 3 clusters Score -199235.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -199240.125000 Penalty: 2512.306885
	Iteration 41Q: 3 clusters Score -199240.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -199242.828125 Penalty: 2512.306885
	Iteration 42Q: 3 clusters Score -199242.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -199246.593750 Penalty: 2512.306885
	Iteration 43Q: 3 clusters Score -199246.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -199254.953125 Penalty: 2512.306885
	Iteration 44Q: 3 clusters Score -199255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -199264.734375 Penalty: 2512.306885
	Iteration 45Q: 3 clusters Score -199264.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -199272.734375 Penalty: 2512.306885
	Iteration 46Q: 3 clusters Score -199272.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -199276.281250 Penalty: 2512.306885
	Iteration 47Q: 3 clusters Score -199276.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -199280.093750 Penalty: 2512.306885
	Iteration 48Q: 3 clusters Score -199280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -199285.187500 Penalty: 2512.306885
	Iteration 49Q: 3 clusters Score -199285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -199285.843750 Penalty: 2512.306885
	Iteration 50Q: 3 clusters Score -199285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -199285.843750 Penalty: 2512.306885
	Iteration 51F: 3 clusters Score -199285.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Entering Unmasked Estep 
Score: -684261.625000 Penalty: 1466.479980
	Iteration 0F: 2 clusters Score -684261.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -678187.562500 Penalty: 2932.959961
	Iteration 0F: 3 clusters Score -678187.6 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -680189.562500 Penalty: 2932.959961
	Iteration 1F: 3 clusters Score -680189.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -680519.625000 Penalty: 2932.959961
	Iteration 2F: 3 clusters Score -680519.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -680843.312500 Penalty: 2932.959961
	Iteration 3F: 3 clusters Score -680843.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -681179.312500 Penalty: 2932.959961
	Iteration 4F: 3 clusters Score -681179.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -681487.750000 Penalty: 2932.959961
	Iteration 5F: 3 clusters Score -681487.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -681748.125000 Penalty: 2932.959961
	Iteration 6F: 3 clusters Score -681748.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -681953.750000 Penalty: 2932.959961
	Iteration 7Q: 3 clusters Score -681953.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -682130.875000 Penalty: 2932.959961
	Iteration 8Q: 3 clusters Score -682130.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -682265.062500 Penalty: 2932.959961
	Iteration 9Q: 3 clusters Score -682265.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -682360.812500 Penalty: 2932.959961
	Iteration 10Q: 3 clusters Score -682360.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -682484.875000 Penalty: 2932.959961
	Iteration 11Q: 3 clusters Score -682484.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -682603.500000 Penalty: 2932.959961
	Iteration 12Q: 3 clusters Score -682603.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -682661.250000 Penalty: 2932.959961
	Iteration 13Q: 3 clusters Score -682661.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -682701.562500 Penalty: 2932.959961
	Iteration 14Q: 3 clusters Score -682701.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -682738.062500 Penalty: 2932.959961
	Iteration 15Q: 3 clusters Score -682738.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -682761.687500 Penalty: 2932.959961
	Iteration 16Q: 3 clusters Score -682761.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -682778.875000 Penalty: 2932.959961
	Iteration 17Q: 3 clusters Score -682778.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -682795.000000 Penalty: 2932.959961
	Iteration 18Q: 3 clusters Score -682795 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -682809.250000 Penalty: 2932.959961
	Iteration 19Q: 3 clusters Score -682809.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -682820.562500 Penalty: 2932.959961
	Iteration 20F: 3 clusters Score -682820.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -682836.750000 Penalty: 2932.959961
	Iteration 21Q: 3 clusters Score -682836.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -682853.750000 Penalty: 2932.959961
	Iteration 22Q: 3 clusters Score -682853.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -682870.937500 Penalty: 2932.959961
	Iteration 23Q: 3 clusters Score -682870.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -682895.250000 Penalty: 2932.959961
	Iteration 24Q: 3 clusters Score -682895.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -682912.375000 Penalty: 2932.959961
	Iteration 25Q: 3 clusters Score -682912.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -682937.437500 Penalty: 2932.959961
	Iteration 26Q: 3 clusters Score -682937.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -682954.500000 Penalty: 2932.959961
	Iteration 27Q: 3 clusters Score -682954.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -682969.625000 Penalty: 2932.959961
	Iteration 28Q: 3 clusters Score -682969.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -682988.437500 Penalty: 2932.959961
	Iteration 29Q: 3 clusters Score -682988.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -683004.562500 Penalty: 2932.959961
	Iteration 30Q: 3 clusters Score -683004.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -683020.062500 Penalty: 2932.959961
	Iteration 31Q: 3 clusters Score -683020.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -683033.687500 Penalty: 2932.959961
	Iteration 32Q: 3 clusters Score -683033.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -683046.375000 Penalty: 2932.959961
	Iteration 33Q: 3 clusters Score -683046.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -683061.562500 Penalty: 2932.959961
	Iteration 34Q: 3 clusters Score -683061.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -683076.375000 Penalty: 2932.959961
	Iteration 35Q: 3 clusters Score -683076.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -683093.062500 Penalty: 2932.959961
	Iteration 36Q: 3 clusters Score -683093.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -683105.125000 Penalty: 2932.959961
	Iteration 37Q: 3 clusters Score -683105.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -683114.375000 Penalty: 2932.959961
	Iteration 38Q: 3 clusters Score -683114.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -683125.625000 Penalty: 2932.959961
	Iteration 39Q: 3 clusters Score -683125.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -683139.312500 Penalty: 2932.959961
	Iteration 40F: 3 clusters Score -683139.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -683151.500000 Penalty: 2932.959961
	Iteration 41Q: 3 clusters Score -683151.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -683162.062500 Penalty: 2932.959961
	Iteration 42Q: 3 clusters Score -683162.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -683173.437500 Penalty: 2932.959961
	Iteration 43Q: 3 clusters Score -683173.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -683181.187500 Penalty: 2932.959961
	Iteration 44Q: 3 clusters Score -683181.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -683189.000000 Penalty: 2932.959961
	Iteration 45Q: 3 clusters Score -683189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -683199.125000 Penalty: 2932.959961
	Iteration 46Q: 3 clusters Score -683199.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -683208.000000 Penalty: 2932.959961
	Iteration 47Q: 3 clusters Score -683208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -683212.687500 Penalty: 2932.959961
	Iteration 48Q: 3 clusters Score -683212.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -683218.312500 Penalty: 2932.959961
	Iteration 49Q: 3 clusters Score -683218.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -683222.750000 Penalty: 2932.959961
	Iteration 50Q: 3 clusters Score -683222.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -683227.125000 Penalty: 2932.959961
	Iteration 51Q: 3 clusters Score -683227.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -683231.312500 Penalty: 2932.959961
	Iteration 52Q: 3 clusters Score -683231.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -683235.437500 Penalty: 2932.959961
	Iteration 53Q: 3 clusters Score -683235.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -683240.312500 Penalty: 2932.959961
	Iteration 54Q: 3 clusters Score -683240.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -683246.375000 Penalty: 2932.959961
	Iteration 55Q: 3 clusters Score -683246.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -683252.312500 Penalty: 2932.959961
	Iteration 56Q: 3 clusters Score -683252.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -683258.562500 Penalty: 2932.959961
	Iteration 57Q: 3 clusters Score -683258.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -683264.812500 Penalty: 2932.959961
	Iteration 58Q: 3 clusters Score -683264.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -683271.125000 Penalty: 2932.959961
	Iteration 59Q: 3 clusters Score -683271.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -683280.500000 Penalty: 2932.959961
	Iteration 60F: 3 clusters Score -683280.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -683289.625000 Penalty: 2932.959961
	Iteration 61Q: 3 clusters Score -683289.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -683296.000000 Penalty: 2932.959961
	Iteration 62Q: 3 clusters Score -683296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -683302.250000 Penalty: 2932.959961
	Iteration 63Q: 3 clusters Score -683302.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -683306.937500 Penalty: 2932.959961
	Iteration 64Q: 3 clusters Score -683306.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -683311.062500 Penalty: 2932.959961
	Iteration 65Q: 3 clusters Score -683311.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -683316.312500 Penalty: 2932.959961
	Iteration 66Q: 3 clusters Score -683316.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -683319.375000 Penalty: 2932.959961
	Iteration 67Q: 3 clusters Score -683319.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -683323.937500 Penalty: 2932.959961
	Iteration 68Q: 3 clusters Score -683323.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -683326.937500 Penalty: 2932.959961
	Iteration 69Q: 3 clusters Score -683326.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -683330.687500 Penalty: 2932.959961
	Iteration 70Q: 3 clusters Score -683330.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -683333.062500 Penalty: 2932.959961
	Iteration 71Q: 3 clusters Score -683333.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -683336.062500 Penalty: 2932.959961
	Iteration 72Q: 3 clusters Score -683336.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -683340.000000 Penalty: 2932.959961
	Iteration 73Q: 3 clusters Score -683340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -683345.375000 Penalty: 2932.959961
	Iteration 74Q: 3 clusters Score -683345.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -683348.375000 Penalty: 2932.959961
	Iteration 75Q: 3 clusters Score -683348.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -683351.562500 Penalty: 2932.959961
	Iteration 76Q: 3 clusters Score -683351.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -683352.250000 Penalty: 2932.959961
	Iteration 77Q: 3 clusters Score -683352.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -683355.625000 Penalty: 2932.959961
	Iteration 78Q: 3 clusters Score -683355.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -683357.937500 Penalty: 2932.959961
	Iteration 79Q: 3 clusters Score -683357.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -683361.500000 Penalty: 2932.959961
	Iteration 80F: 3 clusters Score -683361.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -683363.312500 Penalty: 2932.959961
	Iteration 81Q: 3 clusters Score -683363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -683363.687500 Penalty: 2932.959961
	Iteration 82Q: 3 clusters Score -683363.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -683364.062500 Penalty: 2932.959961
	Iteration 83Q: 3 clusters Score -683364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -683363.187500 Penalty: 2932.959961
	Iteration 84Q: 3 clusters Score -683363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -683364.437500 Penalty: 2932.959961
	Iteration 85Q: 3 clusters Score -683364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -683363.937500 Penalty: 2932.959961
	Iteration 86Q: 3 clusters Score -683363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -683364.062500 Penalty: 2932.959961
	Iteration 87Q: 3 clusters Score -683364.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -683364.937500 Penalty: 2932.959961
	Iteration 88Q: 3 clusters Score -683364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -683365.250000 Penalty: 2932.959961
	Iteration 89Q: 3 clusters Score -683365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -683365.250000 Penalty: 2932.959961
	Iteration 90F: 3 clusters Score -683365.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Entering Unmasked Estep 
Score: -1599461.875000 Penalty: 1583.632202
	Iteration 0F: 2 clusters Score -1599462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1587729.125000 Penalty: 3167.264404
	Iteration 0F: 3 clusters Score -1587729 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1591833.375000 Penalty: 3167.264404
	Iteration 1F: 3 clusters Score -1591833 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1592150.000000 Penalty: 3167.264404
	Iteration 2Q: 3 clusters Score -1592150 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1592465.625000 Penalty: 3167.264404
	Iteration 3Q: 3 clusters Score -1592466 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1592755.750000 Penalty: 3167.264404
	Iteration 4Q: 3 clusters Score -1592756 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1593100.125000 Penalty: 3167.264404
	Iteration 5Q: 3 clusters Score -1593100 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1593566.375000 Penalty: 3167.264404
	Iteration 6Q: 3 clusters Score -1593566 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1594245.250000 Penalty: 3167.264404
	Iteration 7F: 3 clusters Score -1594245 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1595126.000000 Penalty: 3167.264404
	Iteration 8F: 3 clusters Score -1595126 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1595949.000000 Penalty: 3167.264404
	Iteration 9F: 3 clusters Score -1595949 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1596451.125000 Penalty: 3167.264404
	Iteration 10Q: 3 clusters Score -1596451 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1596725.750000 Penalty: 3167.264404
	Iteration 11Q: 3 clusters Score -1596726 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1596885.875000 Penalty: 3167.264404
	Iteration 12Q: 3 clusters Score -1596886 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1597015.250000 Penalty: 3167.264404
	Iteration 13Q: 3 clusters Score -1597015 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1597124.125000 Penalty: 3167.264404
	Iteration 14Q: 3 clusters Score -1597124 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1597219.250000 Penalty: 3167.264404
	Iteration 15Q: 3 clusters Score -1597219 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1597292.125000 Penalty: 3167.264404
	Iteration 16Q: 3 clusters Score -1597292 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1597353.375000 Penalty: 3167.264404
	Iteration 17Q: 3 clusters Score -1597353 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1597400.750000 Penalty: 3167.264404
	Iteration 18Q: 3 clusters Score -1597401 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1597445.000000 Penalty: 3167.264404
	Iteration 19Q: 3 clusters Score -1597445 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1597483.625000 Penalty: 3167.264404
	Iteration 20F: 3 clusters Score -1597484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1597511.375000 Penalty: 3167.264404
	Iteration 21Q: 3 clusters Score -1597511 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1597516.750000 Penalty: 3167.264404
	Iteration 22Q: 3 clusters Score -1597517 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1597539.000000 Penalty: 3167.264404
	Iteration 23Q: 3 clusters Score -1597539 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1597551.375000 Penalty: 3167.264404
	Iteration 24Q: 3 clusters Score -1597551 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1597563.375000 Penalty: 3167.264404
	Iteration 25Q: 3 clusters Score -1597563 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1597572.875000 Penalty: 3167.264404
	Iteration 26Q: 3 clusters Score -1597573 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1597584.375000 Penalty: 3167.264404
	Iteration 27Q: 3 clusters Score -1597584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1597604.125000 Penalty: 3167.264404
	Iteration 28Q: 3 clusters Score -1597604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1597618.250000 Penalty: 3167.264404
	Iteration 29Q: 3 clusters Score -1597618 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1597626.250000 Penalty: 3167.264404
	Iteration 30Q: 3 clusters Score -1597626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1597642.625000 Penalty: 3167.264404
	Iteration 31Q: 3 clusters Score -1597643 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1597655.375000 Penalty: 3167.264404
	Iteration 32Q: 3 clusters Score -1597655 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1597659.000000 Penalty: 3167.264404
	Iteration 33Q: 3 clusters Score -1597659 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1597673.500000 Penalty: 3167.264404
	Iteration 34Q: 3 clusters Score -1597674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1597683.125000 Penalty: 3167.264404
	Iteration 35Q: 3 clusters Score -1597683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1597698.750000 Penalty: 3167.264404
	Iteration 36Q: 3 clusters Score -1597699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1597706.125000 Penalty: 3167.264404
	Iteration 37Q: 3 clusters Score -1597706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1597714.625000 Penalty: 3167.264404
	Iteration 38Q: 3 clusters Score -1597715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1597719.250000 Penalty: 3167.264404
	Iteration 39Q: 3 clusters Score -1597719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1597723.125000 Penalty: 3167.264404
	Iteration 40F: 3 clusters Score -1597723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1597724.875000 Penalty: 3167.264404
	Iteration 41Q: 3 clusters Score -1597725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1597734.125000 Penalty: 3167.264404
	Iteration 42Q: 3 clusters Score -1597734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1597736.875000 Penalty: 3167.264404
	Iteration 43Q: 3 clusters Score -1597737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1597741.750000 Penalty: 3167.264404
	Iteration 44Q: 3 clusters Score -1597742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1597744.875000 Penalty: 3167.264404
	Iteration 45Q: 3 clusters Score -1597745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1597750.625000 Penalty: 3167.264404
	Iteration 46Q: 3 clusters Score -1597751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1597752.625000 Penalty: 3167.264404
	Iteration 47Q: 3 clusters Score -1597753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1597760.375000 Penalty: 3167.264404
	Iteration 48Q: 3 clusters Score -1597760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1597760.375000 Penalty: 3167.264404
	Iteration 49Q: 3 clusters Score -1597760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1597766.625000 Penalty: 3167.264404
	Iteration 50Q: 3 clusters Score -1597767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1597766.000000 Penalty: 3167.264404
	Iteration 51Q: 3 clusters Score -1597766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1597769.250000 Penalty: 3167.264404
	Iteration 52Q: 3 clusters Score -1597769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1597770.250000 Penalty: 3167.264404
	Iteration 53Q: 3 clusters Score -1597770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1597778.125000 Penalty: 3167.264404
	Iteration 54Q: 3 clusters Score -1597778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1597786.000000 Penalty: 3167.264404
	Iteration 55Q: 3 clusters Score -1597786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1597789.750000 Penalty: 3167.264404
	Iteration 56Q: 3 clusters Score -1597790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1597790.000000 Penalty: 3167.264404
	Iteration 57Q: 3 clusters Score -1597790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1597788.500000 Penalty: 3167.264404
	Iteration 58Q: 3 clusters Score -1597788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1597790.500000 Penalty: 3167.264404
	Iteration 59Q: 3 clusters Score -1597790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1597796.250000 Penalty: 3167.264404
	Iteration 60F: 3 clusters Score -1597796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1597799.500000 Penalty: 3167.264404
	Iteration 61Q: 3 clusters Score -1597800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1597798.375000 Penalty: 3167.264404
	Iteration 62Q: 3 clusters Score -1597798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1597803.625000 Penalty: 3167.264404
	Iteration 63Q: 3 clusters Score -1597804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1597811.250000 Penalty: 3167.264404
	Iteration 64Q: 3 clusters Score -1597811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1597816.375000 Penalty: 3167.264404
	Iteration 65Q: 3 clusters Score -1597816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1597826.625000 Penalty: 3167.264404
	Iteration 66Q: 3 clusters Score -1597827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1597827.250000 Penalty: 3167.264404
	Iteration 67Q: 3 clusters Score -1597827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1597834.875000 Penalty: 3167.264404
	Iteration 68Q: 3 clusters Score -1597835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1597842.750000 Penalty: 3167.264404
	Iteration 69Q: 3 clusters Score -1597843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1597847.375000 Penalty: 3167.264404
	Iteration 70Q: 3 clusters Score -1597847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1597853.125000 Penalty: 3167.264404
	Iteration 71Q: 3 clusters Score -1597853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1597859.750000 Penalty: 3167.264404
	Iteration 72Q: 3 clusters Score -1597860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1597858.375000 Penalty: 3167.264404
	Iteration 73Q: 3 clusters Score -1597858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1597864.750000 Penalty: 3167.264404
	Iteration 74Q: 3 clusters Score -1597865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1597864.375000 Penalty: 3167.264404
	Iteration 75Q: 3 clusters Score -1597864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1597865.625000 Penalty: 3167.264404
	Iteration 76Q: 3 clusters Score -1597866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1597867.125000 Penalty: 3167.264404
	Iteration 77Q: 3 clusters Score -1597867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1597874.125000 Penalty: 3167.264404
	Iteration 78Q: 3 clusters Score -1597874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1597875.750000 Penalty: 3167.264404
	Iteration 79Q: 3 clusters Score -1597876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1597873.375000 Penalty: 3167.264404
	Iteration 80F: 3 clusters Score -1597873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1597878.500000 Penalty: 3167.264404
	Iteration 81Q: 3 clusters Score -1597878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1597884.750000 Penalty: 3167.264404
	Iteration 82Q: 3 clusters Score -1597885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1597884.750000 Penalty: 3167.264404
	Iteration 83Q: 3 clusters Score -1597885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1597885.000000 Penalty: 3167.264404
	Iteration 84Q: 3 clusters Score -1597885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1597887.750000 Penalty: 3167.264404
	Iteration 85Q: 3 clusters Score -1597888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1597893.500000 Penalty: 3167.264404
	Iteration 86Q: 3 clusters Score -1597894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1597892.875000 Penalty: 3167.264404
	Iteration 87Q: 3 clusters Score -1597893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1597896.875000 Penalty: 3167.264404
	Iteration 88Q: 3 clusters Score -1597897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1597903.250000 Penalty: 3167.264404
	Iteration 89Q: 3 clusters Score -1597903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1597905.875000 Penalty: 3167.264404
	Iteration 90Q: 3 clusters Score -1597906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1597913.000000 Penalty: 3167.264404
	Iteration 91Q: 3 clusters Score -1597913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1597915.375000 Penalty: 3167.264404
	Iteration 92Q: 3 clusters Score -1597915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1597914.500000 Penalty: 3167.264404
	Iteration 93Q: 3 clusters Score -1597914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1597922.375000 Penalty: 3167.264404
	Iteration 94Q: 3 clusters Score -1597922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1597927.125000 Penalty: 3167.264404
	Iteration 95Q: 3 clusters Score -1597927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1597934.750000 Penalty: 3167.264404
	Iteration 96Q: 3 clusters Score -1597935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1597931.875000 Penalty: 3167.264404
	Iteration 97Q: 3 clusters Score -1597932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1597929.125000 Penalty: 3167.264404
	Iteration 98Q: 3 clusters Score -1597929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1597931.500000 Penalty: 3167.264404
	Iteration 99Q: 3 clusters Score -1597932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1597929.625000 Penalty: 3167.264404
	Iteration 100F: 3 clusters Score -1597930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1597927.500000 Penalty: 3167.264404
	Iteration 101Q: 3 clusters Score -1597928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1597933.750000 Penalty: 3167.264404
	Iteration 102Q: 3 clusters Score -1597934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1597932.000000 Penalty: 3167.264404
	Iteration 103Q: 3 clusters Score -1597932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1597931.875000 Penalty: 3167.264404
	Iteration 104Q: 3 clusters Score -1597932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1597936.250000 Penalty: 3167.264404
	Iteration 105Q: 3 clusters Score -1597936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1597936.000000 Penalty: 3167.264404
	Iteration 106Q: 3 clusters Score -1597936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1597931.875000 Penalty: 3167.264404
	Iteration 107Q: 3 clusters Score -1597932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1597930.625000 Penalty: 3167.264404
	Iteration 108Q: 3 clusters Score -1597931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1597932.750000 Penalty: 3167.264404
	Iteration 109Q: 3 clusters Score -1597933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1597934.625000 Penalty: 3167.264404
	Iteration 110Q: 3 clusters Score -1597935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1597940.625000 Penalty: 3167.264404
	Iteration 111Q: 3 clusters Score -1597941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1597939.250000 Penalty: 3167.264404
	Iteration 112Q: 3 clusters Score -1597939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1597943.250000 Penalty: 3167.264404
	Iteration 113Q: 3 clusters Score -1597943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1597943.750000 Penalty: 3167.264404
	Iteration 114Q: 3 clusters Score -1597944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1597947.375000 Penalty: 3167.264404
	Iteration 115Q: 3 clusters Score -1597947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1597949.125000 Penalty: 3167.264404
	Iteration 116Q: 3 clusters Score -1597949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1597951.000000 Penalty: 3167.264404
	Iteration 117Q: 3 clusters Score -1597951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1597951.625000 Penalty: 3167.264404
	Iteration 118Q: 3 clusters Score -1597952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1597952.250000 Penalty: 3167.264404
	Iteration 119Q: 3 clusters Score -1597952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1597955.250000 Penalty: 3167.264404
	Iteration 120F: 3 clusters Score -1597955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1597959.000000 Penalty: 3167.264404
	Iteration 121Q: 3 clusters Score -1597959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1597962.375000 Penalty: 3167.264404
	Iteration 122Q: 3 clusters Score -1597962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1597963.625000 Penalty: 3167.264404
	Iteration 123Q: 3 clusters Score -1597964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1597968.875000 Penalty: 3167.264404
	Iteration 124Q: 3 clusters Score -1597969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1597974.500000 Penalty: 3167.264404
	Iteration 125Q: 3 clusters Score -1597974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1597979.750000 Penalty: 3167.264404
	Iteration 126Q: 3 clusters Score -1597980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1597986.000000 Penalty: 3167.264404
	Iteration 127Q: 3 clusters Score -1597986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1597987.000000 Penalty: 3167.264404
	Iteration 128Q: 3 clusters Score -1597987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1597999.875000 Penalty: 3167.264404
	Iteration 129Q: 3 clusters Score -1598000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1598003.875000 Penalty: 3167.264404
	Iteration 130Q: 3 clusters Score -1598004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1598006.750000 Penalty: 3167.264404
	Iteration 131Q: 3 clusters Score -1598007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1598009.000000 Penalty: 3167.264404
	Iteration 132Q: 3 clusters Score -1598009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1598017.500000 Penalty: 3167.264404
	Iteration 133Q: 3 clusters Score -1598018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1598018.875000 Penalty: 3167.264404
	Iteration 134Q: 3 clusters Score -1598019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1598024.125000 Penalty: 3167.264404
	Iteration 135Q: 3 clusters Score -1598024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1598026.125000 Penalty: 3167.264404
	Iteration 136Q: 3 clusters Score -1598026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1598029.000000 Penalty: 3167.264404
	Iteration 137Q: 3 clusters Score -1598029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1598034.625000 Penalty: 3167.264404
	Iteration 138Q: 3 clusters Score -1598035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1598036.125000 Penalty: 3167.264404
	Iteration 139Q: 3 clusters Score -1598036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1598037.125000 Penalty: 3167.264404
	Iteration 140F: 3 clusters Score -1598037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1598037.625000 Penalty: 3167.264404
	Iteration 141Q: 3 clusters Score -1598038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1598040.250000 Penalty: 3167.264404
	Iteration 142Q: 3 clusters Score -1598040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1598038.750000 Penalty: 3167.264404
	Iteration 143Q: 3 clusters Score -1598039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1598040.625000 Penalty: 3167.264404
	Iteration 144Q: 3 clusters Score -1598041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1598040.875000 Penalty: 3167.264404
	Iteration 145Q: 3 clusters Score -1598041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1598044.125000 Penalty: 3167.264404
	Iteration 146Q: 3 clusters Score -1598044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1598044.750000 Penalty: 3167.264404
	Iteration 147Q: 3 clusters Score -1598045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1598050.375000 Penalty: 3167.264404
	Iteration 148Q: 3 clusters Score -1598050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1598056.250000 Penalty: 3167.264404
	Iteration 149Q: 3 clusters Score -1598056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1598059.375000 Penalty: 3167.264404
	Iteration 150Q: 3 clusters Score -1598059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1598059.000000 Penalty: 3167.264404
	Iteration 151Q: 3 clusters Score -1598059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1598056.875000 Penalty: 3167.264404
	Iteration 152Q: 3 clusters Score -1598057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1598060.125000 Penalty: 3167.264404
	Iteration 153Q: 3 clusters Score -1598060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1598064.250000 Penalty: 3167.264404
	Iteration 154Q: 3 clusters Score -1598064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1598066.875000 Penalty: 3167.264404
	Iteration 155Q: 3 clusters Score -1598067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1598070.875000 Penalty: 3167.264404
	Iteration 156Q: 3 clusters Score -1598071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1598073.250000 Penalty: 3167.264404
	Iteration 157Q: 3 clusters Score -1598073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1598073.625000 Penalty: 3167.264404
	Iteration 158Q: 3 clusters Score -1598074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1598075.625000 Penalty: 3167.264404
	Iteration 159Q: 3 clusters Score -1598076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1598080.875000 Penalty: 3167.264404
	Iteration 160F: 3 clusters Score -1598081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1598080.500000 Penalty: 3167.264404
	Iteration 161Q: 3 clusters Score -1598080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1598082.375000 Penalty: 3167.264404
	Iteration 162Q: 3 clusters Score -1598082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1598080.250000 Penalty: 3167.264404
	Iteration 163Q: 3 clusters Score -1598080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1598081.875000 Penalty: 3167.264404
	Iteration 164Q: 3 clusters Score -1598082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1598083.750000 Penalty: 3167.264404
	Iteration 165Q: 3 clusters Score -1598084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1598090.375000 Penalty: 3167.264404
	Iteration 166Q: 3 clusters Score -1598090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1598091.000000 Penalty: 3167.264404
	Iteration 167Q: 3 clusters Score -1598091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1598088.000000 Penalty: 3167.264404
	Iteration 168Q: 3 clusters Score -1598088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1598091.750000 Penalty: 3167.264404
	Iteration 169Q: 3 clusters Score -1598092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1598090.500000 Penalty: 3167.264404
	Iteration 170Q: 3 clusters Score -1598090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1598093.875000 Penalty: 3167.264404
	Iteration 171Q: 3 clusters Score -1598094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1598098.500000 Penalty: 3167.264404
	Iteration 172Q: 3 clusters Score -1598098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1598098.125000 Penalty: 3167.264404
	Iteration 173Q: 3 clusters Score -1598098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1598100.625000 Penalty: 3167.264404
	Iteration 174Q: 3 clusters Score -1598101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1598098.500000 Penalty: 3167.264404
	Iteration 175Q: 3 clusters Score -1598098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1598096.250000 Penalty: 3167.264404
	Iteration 176Q: 3 clusters Score -1598096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1598096.250000 Penalty: 3167.264404
	Iteration 177F: 3 clusters Score -1598096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -406304.062500 Penalty: 1362.938232
	Iteration 0F: 2 clusters Score -406304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -402689.281250 Penalty: 2725.876465
	Iteration 0F: 3 clusters Score -402689.3 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -403813.218750 Penalty: 2725.876465
	Iteration 1F: 3 clusters Score -403813.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -404238.875000 Penalty: 2725.876465
	Iteration 2F: 3 clusters Score -404238.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -404625.906250 Penalty: 2725.876465
	Iteration 3F: 3 clusters Score -404625.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -404950.968750 Penalty: 2725.876465
	Iteration 4F: 3 clusters Score -404951 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -405209.250000 Penalty: 2725.876465
	Iteration 5F: 3 clusters Score -405209.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -405437.187500 Penalty: 2725.876465
	Iteration 6Q: 3 clusters Score -405437.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -405600.406250 Penalty: 2725.876465
	Iteration 7Q: 3 clusters Score -405600.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -405729.750000 Penalty: 2725.876465
	Iteration 8Q: 3 clusters Score -405729.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -405823.093750 Penalty: 2725.876465
	Iteration 9Q: 3 clusters Score -405823.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -405896.156250 Penalty: 2725.876465
	Iteration 10Q: 3 clusters Score -405896.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -405956.562500 Penalty: 2725.876465
	Iteration 11Q: 3 clusters Score -405956.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -405993.093750 Penalty: 2725.876465
	Iteration 12Q: 3 clusters Score -405993.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -406013.937500 Penalty: 2725.876465
	Iteration 13Q: 3 clusters Score -406013.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -406033.218750 Penalty: 2725.876465
	Iteration 14Q: 3 clusters Score -406033.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -406043.375000 Penalty: 2725.876465
	Iteration 15Q: 3 clusters Score -406043.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -406048.750000 Penalty: 2725.876465
	Iteration 16Q: 3 clusters Score -406048.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -406051.312500 Penalty: 2725.876465
	Iteration 17Q: 3 clusters Score -406051.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -406052.875000 Penalty: 2725.876465
	Iteration 18Q: 3 clusters Score -406052.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -406053.875000 Penalty: 2725.876465
	Iteration 19Q: 3 clusters Score -406053.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -406057.718750 Penalty: 2725.876465
	Iteration 20F: 3 clusters Score -406057.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -406061.375000 Penalty: 2725.876465
	Iteration 21Q: 3 clusters Score -406061.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -406062.343750 Penalty: 2725.876465
	Iteration 22Q: 3 clusters Score -406062.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -406063.718750 Penalty: 2725.876465
	Iteration 23Q: 3 clusters Score -406063.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -406064.968750 Penalty: 2725.876465
	Iteration 24Q: 3 clusters Score -406065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -406065.500000 Penalty: 2725.876465
	Iteration 25Q: 3 clusters Score -406065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -406066.187500 Penalty: 2725.876465
	Iteration 26Q: 3 clusters Score -406066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -406066.687500 Penalty: 2725.876465
	Iteration 27Q: 3 clusters Score -406066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -406066.687500 Penalty: 2725.876465
	Iteration 28F: 3 clusters Score -406066.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -480518.843750 Penalty: 1393.757690
	Iteration 0F: 2 clusters Score -480518.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -476350.906250 Penalty: 2787.515381
	Iteration 0F: 3 clusters Score -476350.9 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -477556.687500 Penalty: 2787.515381
	Iteration 1F: 3 clusters Score -477556.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -477817.593750 Penalty: 2787.515381
	Iteration 2F: 3 clusters Score -477817.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -478071.968750 Penalty: 2787.515381
	Iteration 3F: 3 clusters Score -478072 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -478305.093750 Penalty: 2787.515381
	Iteration 4F: 3 clusters Score -478305.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -478480.187500 Penalty: 2787.515381
	Iteration 5F: 3 clusters Score -478480.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -478624.531250 Penalty: 2787.515381
	Iteration 6Q: 3 clusters Score -478624.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -478761.187500 Penalty: 2787.515381
	Iteration 7Q: 3 clusters Score -478761.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -478848.062500 Penalty: 2787.515381
	Iteration 8Q: 3 clusters Score -478848.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -478929.937500 Penalty: 2787.515381
	Iteration 9Q: 3 clusters Score -478929.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -479001.250000 Penalty: 2787.515381
	Iteration 10Q: 3 clusters Score -479001.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -479054.281250 Penalty: 2787.515381
	Iteration 11Q: 3 clusters Score -479054.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -479097.250000 Penalty: 2787.515381
	Iteration 12Q: 3 clusters Score -479097.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -479142.906250 Penalty: 2787.515381
	Iteration 13Q: 3 clusters Score -479142.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -479183.375000 Penalty: 2787.515381
	Iteration 14Q: 3 clusters Score -479183.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -479217.093750 Penalty: 2787.515381
	Iteration 15Q: 3 clusters Score -479217.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -479252.937500 Penalty: 2787.515381
	Iteration 16Q: 3 clusters Score -479252.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -479283.750000 Penalty: 2787.515381
	Iteration 17Q: 3 clusters Score -479283.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -479304.687500 Penalty: 2787.515381
	Iteration 18Q: 3 clusters Score -479304.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -479331.468750 Penalty: 2787.515381
	Iteration 19Q: 3 clusters Score -479331.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -479352.937500 Penalty: 2787.515381
	Iteration 20F: 3 clusters Score -479352.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -479380.625000 Penalty: 2787.515381
	Iteration 21Q: 3 clusters Score -479380.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -479409.000000 Penalty: 2787.515381
	Iteration 22Q: 3 clusters Score -479409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -479432.875000 Penalty: 2787.515381
	Iteration 23Q: 3 clusters Score -479432.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -479461.375000 Penalty: 2787.515381
	Iteration 24Q: 3 clusters Score -479461.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -479487.187500 Penalty: 2787.515381
	Iteration 25Q: 3 clusters Score -479487.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -479504.531250 Penalty: 2787.515381
	Iteration 26Q: 3 clusters Score -479504.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -479518.906250 Penalty: 2787.515381
	Iteration 27Q: 3 clusters Score -479518.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -479530.437500 Penalty: 2787.515381
	Iteration 28Q: 3 clusters Score -479530.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -479541.187500 Penalty: 2787.515381
	Iteration 29Q: 3 clusters Score -479541.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -479551.812500 Penalty: 2787.515381
	Iteration 30Q: 3 clusters Score -479551.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -479558.218750 Penalty: 2787.515381
	Iteration 31Q: 3 clusters Score -479558.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -479562.500000 Penalty: 2787.515381
	Iteration 32Q: 3 clusters Score -479562.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -479565.281250 Penalty: 2787.515381
	Iteration 33Q: 3 clusters Score -479565.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -479568.937500 Penalty: 2787.515381
	Iteration 34Q: 3 clusters Score -479568.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -479570.937500 Penalty: 2787.515381
	Iteration 35Q: 3 clusters Score -479570.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -479576.562500 Penalty: 2787.515381
	Iteration 36Q: 3 clusters Score -479576.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -479580.187500 Penalty: 2787.515381
	Iteration 37Q: 3 clusters Score -479580.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -479582.562500 Penalty: 2787.515381
	Iteration 38Q: 3 clusters Score -479582.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -479586.281250 Penalty: 2787.515381
	Iteration 39Q: 3 clusters Score -479586.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -479590.968750 Penalty: 2787.515381
	Iteration 40F: 3 clusters Score -479591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -479593.562500 Penalty: 2787.515381
	Iteration 41Q: 3 clusters Score -479593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -479593.531250 Penalty: 2787.515381
	Iteration 42Q: 3 clusters Score -479593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -479594.125000 Penalty: 2787.515381
	Iteration 43Q: 3 clusters Score -479594.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -479594.125000 Penalty: 2787.515381
	Iteration 44F: 3 clusters Score -479594.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -47511.710938 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -47511.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46479.433594 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -46479.43 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46781.039062 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -46781.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46963.046875 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -46963.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -47102.500000 Penalty: 2057.738037
	Iteration 3F: 3 clusters Score -47102.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47230.378906 Penalty: 2057.738037
	Iteration 4F: 3 clusters Score -47230.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47317.855469 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -47317.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47425.777344 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -47425.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47532.500000 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -47532.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47617.890625 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -47617.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47627.781250 Penalty: 2057.738037
	Iteration 9Q: 3 clusters Score -47627.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47627.781250 Penalty: 2057.738037
	Iteration 10F: 3 clusters Score -47627.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87364 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 5794 members 
Mstep: Class 7 contains 38887 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 59447 members 
Mstep: Class 10 contains 14035 members 
Mstep: Class 11 contains 200310 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 17076 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 302 members 
Mstep: Class 18 contains 13631 members 
Mstep: Class 19 contains 11378 members 
Mstep: Class 20 contains 15911 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 76090 members 
Mstep: Class 23 contains 7261 members 
Mstep: Class 24 contains 260 members 
Entering Unmasked Estep 
Score: -53851776.000000 Penalty: 51850.226562
Splitting cluster 17 changes total score from -53852780.000000 to -53851776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (13631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Entering Unmasked Estep 
Score: -1277833.625000 Penalty: 1547.016479
	Iteration 0F: 2 clusters Score -1277834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1268308.125000 Penalty: 3094.032959
	Iteration 0F: 3 clusters Score -1268308 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1271571.000000 Penalty: 3094.032959
	Iteration 1F: 3 clusters Score -1271571 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1271912.750000 Penalty: 3094.032959
	Iteration 2F: 3 clusters Score -1271913 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1272259.750000 Penalty: 3094.032959
	Iteration 3F: 3 clusters Score -1272260 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1272670.750000 Penalty: 3094.032959
	Iteration 4F: 3 clusters Score -1272671 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1273260.875000 Penalty: 3094.032959
	Iteration 5F: 3 clusters Score -1273261 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1274104.125000 Penalty: 3094.032959
	Iteration 6F: 3 clusters Score -1274104 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1275106.750000 Penalty: 3094.032959
	Iteration 7F: 3 clusters Score -1275107 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1275980.625000 Penalty: 3094.032959
	Iteration 8F: 3 clusters Score -1275981 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1276518.500000 Penalty: 3094.032959
	Iteration 9Q: 3 clusters Score -1276518 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1276742.125000 Penalty: 3094.032959
	Iteration 10Q: 3 clusters Score -1276742 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1276819.875000 Penalty: 3094.032959
	Iteration 11Q: 3 clusters Score -1276820 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1276851.750000 Penalty: 3094.032959
	Iteration 12Q: 3 clusters Score -1276852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1276871.500000 Penalty: 3094.032959
	Iteration 13Q: 3 clusters Score -1276872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1276887.375000 Penalty: 3094.032959
	Iteration 14Q: 3 clusters Score -1276887 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1276902.625000 Penalty: 3094.032959
	Iteration 15Q: 3 clusters Score -1276903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1276908.875000 Penalty: 3094.032959
	Iteration 16Q: 3 clusters Score -1276909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1276916.000000 Penalty: 3094.032959
	Iteration 17Q: 3 clusters Score -1276916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1276921.250000 Penalty: 3094.032959
	Iteration 18Q: 3 clusters Score -1276921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1276925.250000 Penalty: 3094.032959
	Iteration 19Q: 3 clusters Score -1276925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1276928.500000 Penalty: 3094.032959
	Iteration 20F: 3 clusters Score -1276928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1276928.250000 Penalty: 3094.032959
	Iteration 21Q: 3 clusters Score -1276928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1276931.750000 Penalty: 3094.032959
	Iteration 22Q: 3 clusters Score -1276932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1276936.875000 Penalty: 3094.032959
	Iteration 23Q: 3 clusters Score -1276937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1276935.125000 Penalty: 3094.032959
	Iteration 24Q: 3 clusters Score -1276935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1276938.625000 Penalty: 3094.032959
	Iteration 25Q: 3 clusters Score -1276939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1276938.500000 Penalty: 3094.032959
	Iteration 26Q: 3 clusters Score -1276938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1276941.625000 Penalty: 3094.032959
	Iteration 27Q: 3 clusters Score -1276942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1276942.250000 Penalty: 3094.032959
	Iteration 28Q: 3 clusters Score -1276942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1276942.375000 Penalty: 3094.032959
	Iteration 29Q: 3 clusters Score -1276942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1276942.875000 Penalty: 3094.032959
	Iteration 30Q: 3 clusters Score -1276943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1276945.125000 Penalty: 3094.032959
	Iteration 31Q: 3 clusters Score -1276945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1276946.250000 Penalty: 3094.032959
	Iteration 32Q: 3 clusters Score -1276946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1276945.500000 Penalty: 3094.032959
	Iteration 33Q: 3 clusters Score -1276946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1276948.375000 Penalty: 3094.032959
	Iteration 34Q: 3 clusters Score -1276948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1276951.875000 Penalty: 3094.032959
	Iteration 35Q: 3 clusters Score -1276952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1276948.750000 Penalty: 3094.032959
	Iteration 36Q: 3 clusters Score -1276949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1276950.750000 Penalty: 3094.032959
	Iteration 37Q: 3 clusters Score -1276951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1276949.250000 Penalty: 3094.032959
	Iteration 38Q: 3 clusters Score -1276949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1276949.625000 Penalty: 3094.032959
	Iteration 39Q: 3 clusters Score -1276950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1276950.000000 Penalty: 3094.032959
	Iteration 40F: 3 clusters Score -1276950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1276949.750000 Penalty: 3094.032959
	Iteration 41Q: 3 clusters Score -1276950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1276953.250000 Penalty: 3094.032959
	Iteration 42Q: 3 clusters Score -1276953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1276951.000000 Penalty: 3094.032959
	Iteration 43Q: 3 clusters Score -1276951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1276952.750000 Penalty: 3094.032959
	Iteration 44Q: 3 clusters Score -1276953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1276953.125000 Penalty: 3094.032959
	Iteration 45Q: 3 clusters Score -1276953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1276954.375000 Penalty: 3094.032959
	Iteration 46Q: 3 clusters Score -1276954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1276953.250000 Penalty: 3094.032959
	Iteration 47Q: 3 clusters Score -1276953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1276953.250000 Penalty: 3094.032959
	Iteration 48F: 3 clusters Score -1276953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Entering Unmasked Estep 
Score: -1041166.750000 Penalty: 1517.658447
	Iteration 0F: 2 clusters Score -1041167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1033025.000000 Penalty: 3035.316895
	Iteration 0F: 3 clusters Score -1033025 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1035676.187500 Penalty: 3035.316895
	Iteration 1F: 3 clusters Score -1035676 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1035954.687500 Penalty: 3035.316895
	Iteration 2F: 3 clusters Score -1035955 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1036245.937500 Penalty: 3035.316895
	Iteration 3F: 3 clusters Score -1036246 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1036512.375000 Penalty: 3035.316895
	Iteration 4Q: 3 clusters Score -1036512 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1036786.687500 Penalty: 3035.316895
	Iteration 5Q: 3 clusters Score -1036787 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1037106.750000 Penalty: 3035.316895
	Iteration 6Q: 3 clusters Score -1037107 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1037490.000000 Penalty: 3035.316895
	Iteration 7Q: 3 clusters Score -1037490 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1037874.625000 Penalty: 3035.316895
	Iteration 8Q: 3 clusters Score -1037875 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1038268.687500 Penalty: 3035.316895
	Iteration 9Q: 3 clusters Score -1038269 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1038556.437500 Penalty: 3035.316895
	Iteration 10Q: 3 clusters Score -1038556 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1038744.312500 Penalty: 3035.316895
	Iteration 11Q: 3 clusters Score -1038744 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1038886.625000 Penalty: 3035.316895
	Iteration 12Q: 3 clusters Score -1038887 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1038994.812500 Penalty: 3035.316895
	Iteration 13Q: 3 clusters Score -1038995 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1039087.875000 Penalty: 3035.316895
	Iteration 14Q: 3 clusters Score -1039088 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1039168.312500 Penalty: 3035.316895
	Iteration 15Q: 3 clusters Score -1039168 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1039237.437500 Penalty: 3035.316895
	Iteration 16Q: 3 clusters Score -1039237 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1039289.250000 Penalty: 3035.316895
	Iteration 17Q: 3 clusters Score -1039289 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1039340.062500 Penalty: 3035.316895
	Iteration 18Q: 3 clusters Score -1039340 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1039383.312500 Penalty: 3035.316895
	Iteration 19Q: 3 clusters Score -1039383 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1039429.437500 Penalty: 3035.316895
	Iteration 20F: 3 clusters Score -1039429 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1039470.187500 Penalty: 3035.316895
	Iteration 21Q: 3 clusters Score -1039470 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1039505.562500 Penalty: 3035.316895
	Iteration 22Q: 3 clusters Score -1039506 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1039532.812500 Penalty: 3035.316895
	Iteration 23Q: 3 clusters Score -1039533 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1039549.812500 Penalty: 3035.316895
	Iteration 24Q: 3 clusters Score -1039550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1039569.687500 Penalty: 3035.316895
	Iteration 25Q: 3 clusters Score -1039570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1039592.000000 Penalty: 3035.316895
	Iteration 26Q: 3 clusters Score -1039592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1039603.562500 Penalty: 3035.316895
	Iteration 27Q: 3 clusters Score -1039604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1039617.250000 Penalty: 3035.316895
	Iteration 28Q: 3 clusters Score -1039617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1039626.250000 Penalty: 3035.316895
	Iteration 29Q: 3 clusters Score -1039626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1039634.062500 Penalty: 3035.316895
	Iteration 30Q: 3 clusters Score -1039634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1039641.812500 Penalty: 3035.316895
	Iteration 31Q: 3 clusters Score -1039642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1039650.937500 Penalty: 3035.316895
	Iteration 32Q: 3 clusters Score -1039651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1039655.437500 Penalty: 3035.316895
	Iteration 33Q: 3 clusters Score -1039655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1039658.375000 Penalty: 3035.316895
	Iteration 34Q: 3 clusters Score -1039658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1039662.187500 Penalty: 3035.316895
	Iteration 35Q: 3 clusters Score -1039662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1039663.937500 Penalty: 3035.316895
	Iteration 36Q: 3 clusters Score -1039664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1039665.687500 Penalty: 3035.316895
	Iteration 37Q: 3 clusters Score -1039666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1039670.125000 Penalty: 3035.316895
	Iteration 38Q: 3 clusters Score -1039670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1039671.812500 Penalty: 3035.316895
	Iteration 39Q: 3 clusters Score -1039672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1039673.875000 Penalty: 3035.316895
	Iteration 40F: 3 clusters Score -1039674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1039674.562500 Penalty: 3035.316895
	Iteration 41Q: 3 clusters Score -1039675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1039677.437500 Penalty: 3035.316895
	Iteration 42Q: 3 clusters Score -1039677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1039680.187500 Penalty: 3035.316895
	Iteration 43Q: 3 clusters Score -1039680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1039679.875000 Penalty: 3035.316895
	Iteration 44Q: 3 clusters Score -1039680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1039681.562500 Penalty: 3035.316895
	Iteration 45Q: 3 clusters Score -1039682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1039683.250000 Penalty: 3035.316895
	Iteration 46Q: 3 clusters Score -1039683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1039685.000000 Penalty: 3035.316895
	Iteration 47Q: 3 clusters Score -1039685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1039685.937500 Penalty: 3035.316895
	Iteration 48Q: 3 clusters Score -1039686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1039686.750000 Penalty: 3035.316895
	Iteration 49Q: 3 clusters Score -1039687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1039687.625000 Penalty: 3035.316895
	Iteration 50Q: 3 clusters Score -1039688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1039686.375000 Penalty: 3035.316895
	Iteration 51Q: 3 clusters Score -1039686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1039687.312500 Penalty: 3035.316895
	Iteration 52Q: 3 clusters Score -1039687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1039688.562500 Penalty: 3035.316895
	Iteration 53Q: 3 clusters Score -1039689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1039686.562500 Penalty: 3035.316895
	Iteration 54Q: 3 clusters Score -1039687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1039689.875000 Penalty: 3035.316895
	Iteration 55Q: 3 clusters Score -1039690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1039690.312500 Penalty: 3035.316895
	Iteration 56Q: 3 clusters Score -1039690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1039691.687500 Penalty: 3035.316895
	Iteration 57Q: 3 clusters Score -1039692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1039690.437500 Penalty: 3035.316895
	Iteration 58Q: 3 clusters Score -1039690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1039690.125000 Penalty: 3035.316895
	Iteration 59Q: 3 clusters Score -1039690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1039691.687500 Penalty: 3035.316895
	Iteration 60F: 3 clusters Score -1039692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1039690.312500 Penalty: 3035.316895
	Iteration 61Q: 3 clusters Score -1039690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1039690.312500 Penalty: 3035.316895
	Iteration 62F: 3 clusters Score -1039690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Entering Unmasked Estep 
Score: -1423644.250000 Penalty: 1572.149414
	Iteration 0F: 2 clusters Score -1423644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1412581.875000 Penalty: 3144.298828
	Iteration 0F: 3 clusters Score -1412582 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1416517.250000 Penalty: 3144.298828
	Iteration 1F: 3 clusters Score -1416517 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1416999.125000 Penalty: 3144.298828
	Iteration 2F: 3 clusters Score -1416999 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1417570.875000 Penalty: 3144.298828
	Iteration 3F: 3 clusters Score -1417571 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1418269.375000 Penalty: 3144.298828
	Iteration 4F: 3 clusters Score -1418269 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1419109.750000 Penalty: 3144.298828
	Iteration 5F: 3 clusters Score -1419110 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1419996.375000 Penalty: 3144.298828
	Iteration 6F: 3 clusters Score -1419996 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1420782.625000 Penalty: 3144.298828
	Iteration 7F: 3 clusters Score -1420783 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1421370.000000 Penalty: 3144.298828
	Iteration 8Q: 3 clusters Score -1421370 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1421731.375000 Penalty: 3144.298828
	Iteration 9Q: 3 clusters Score -1421731 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1421992.875000 Penalty: 3144.298828
	Iteration 10Q: 3 clusters Score -1421993 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1422156.125000 Penalty: 3144.298828
	Iteration 11Q: 3 clusters Score -1422156 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1422259.500000 Penalty: 3144.298828
	Iteration 12Q: 3 clusters Score -1422260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1422340.125000 Penalty: 3144.298828
	Iteration 13Q: 3 clusters Score -1422340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1422418.000000 Penalty: 3144.298828
	Iteration 14Q: 3 clusters Score -1422418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1422468.125000 Penalty: 3144.298828
	Iteration 15Q: 3 clusters Score -1422468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1422498.000000 Penalty: 3144.298828
	Iteration 16Q: 3 clusters Score -1422498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1422520.375000 Penalty: 3144.298828
	Iteration 17Q: 3 clusters Score -1422520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1422533.500000 Penalty: 3144.298828
	Iteration 18Q: 3 clusters Score -1422534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1422538.375000 Penalty: 3144.298828
	Iteration 19Q: 3 clusters Score -1422538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1422543.500000 Penalty: 3144.298828
	Iteration 20F: 3 clusters Score -1422544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1422551.750000 Penalty: 3144.298828
	Iteration 21Q: 3 clusters Score -1422552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1422556.125000 Penalty: 3144.298828
	Iteration 22Q: 3 clusters Score -1422556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1422556.500000 Penalty: 3144.298828
	Iteration 23Q: 3 clusters Score -1422556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1422558.500000 Penalty: 3144.298828
	Iteration 24Q: 3 clusters Score -1422558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1422562.125000 Penalty: 3144.298828
	Iteration 25Q: 3 clusters Score -1422562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1422565.875000 Penalty: 3144.298828
	Iteration 26Q: 3 clusters Score -1422566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1422579.000000 Penalty: 3144.298828
	Iteration 27Q: 3 clusters Score -1422579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1422584.375000 Penalty: 3144.298828
	Iteration 28Q: 3 clusters Score -1422584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1422587.250000 Penalty: 3144.298828
	Iteration 29Q: 3 clusters Score -1422587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1422594.250000 Penalty: 3144.298828
	Iteration 30Q: 3 clusters Score -1422594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1422592.750000 Penalty: 3144.298828
	Iteration 31Q: 3 clusters Score -1422593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1422595.625000 Penalty: 3144.298828
	Iteration 32Q: 3 clusters Score -1422596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1422595.625000 Penalty: 3144.298828
	Iteration 33Q: 3 clusters Score -1422596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1422595.625000 Penalty: 3144.298828
	Iteration 34F: 3 clusters Score -1422596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -101139.593750 Penalty: 1166.637573
	Iteration 0F: 2 clusters Score -101139.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -99532.351562 Penalty: 2333.275146
	Iteration 0F: 3 clusters Score -99532.35 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -100072.453125 Penalty: 2333.275146
	Iteration 1F: 3 clusters Score -100072.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -100400.859375 Penalty: 2333.275146
	Iteration 2F: 3 clusters Score -100400.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -100649.031250 Penalty: 2333.275146
	Iteration 3F: 3 clusters Score -100649 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -100764.171875 Penalty: 2333.275146
	Iteration 4F: 3 clusters Score -100764.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -100846.171875 Penalty: 2333.275146
	Iteration 5Q: 3 clusters Score -100846.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -100882.203125 Penalty: 2333.275146
	Iteration 6Q: 3 clusters Score -100882.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -100912.453125 Penalty: 2333.275146
	Iteration 7Q: 3 clusters Score -100912.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -100944.476562 Penalty: 2333.275146
	Iteration 8Q: 3 clusters Score -100944.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -100999.585938 Penalty: 2333.275146
	Iteration 9Q: 3 clusters Score -100999.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -101062.000000 Penalty: 2333.275146
	Iteration 10Q: 3 clusters Score -101062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -101094.820312 Penalty: 2333.275146
	Iteration 11Q: 3 clusters Score -101094.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -101111.593750 Penalty: 2333.275146
	Iteration 12Q: 3 clusters Score -101111.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -101116.320312 Penalty: 2333.275146
	Iteration 13Q: 3 clusters Score -101116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -101116.968750 Penalty: 2333.275146
	Iteration 14Q: 3 clusters Score -101117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -101118.554688 Penalty: 2333.275146
	Iteration 15Q: 3 clusters Score -101118.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -101118.554688 Penalty: 2333.275146
	Iteration 16F: 3 clusters Score -101118.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Entering Unmasked Estep 
Score: -7527411.500000 Penalty: 1826.446655
	Iteration 0F: 2 clusters Score -7527412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -7476987.500000 Penalty: 3652.893311
	Iteration 0F: 3 clusters Score -7476988 nChanged 36005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -7497899.000000 Penalty: 3652.893311
	Iteration 1F: 3 clusters Score -7497899 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -7498551.000000 Penalty: 3652.893311
	Iteration 2Q: 3 clusters Score -7498551 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -7499338.000000 Penalty: 3652.893311
	Iteration 3Q: 3 clusters Score -7499338 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -7500259.000000 Penalty: 3652.893311
	Iteration 4Q: 3 clusters Score -7500259 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -7501538.500000 Penalty: 3652.893311
	Iteration 5Q: 3 clusters Score -7501538 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -7503276.000000 Penalty: 3652.893311
	Iteration 6Q: 3 clusters Score -7503276 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -7505893.500000 Penalty: 3652.893311
	Iteration 7F: 3 clusters Score -7505894 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -7509292.500000 Penalty: 3652.893311
	Iteration 8F: 3 clusters Score -7509292 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -7513150.500000 Penalty: 3652.893311
	Iteration 9F: 3 clusters Score -7513150 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -7516617.000000 Penalty: 3652.893311
	Iteration 10F: 3 clusters Score -7516617 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66620 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -7519197.500000 Penalty: 3652.893311
	Iteration 11Q: 3 clusters Score -7519198 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -7521068.500000 Penalty: 3652.893311
	Iteration 12Q: 3 clusters Score -7521068 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -7522410.000000 Penalty: 3652.893311
	Iteration 13Q: 3 clusters Score -7522410 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -7523372.500000 Penalty: 3652.893311
	Iteration 14Q: 3 clusters Score -7523372 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7524069.500000 Penalty: 3652.893311
	Iteration 15Q: 3 clusters Score -7524070 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73944 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7524605.500000 Penalty: 3652.893311
	Iteration 16Q: 3 clusters Score -7524606 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7524992.000000 Penalty: 3652.893311
	Iteration 17Q: 3 clusters Score -7524992 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7525253.500000 Penalty: 3652.893311
	Iteration 18Q: 3 clusters Score -7525254 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7525418.500000 Penalty: 3652.893311
	Iteration 19Q: 3 clusters Score -7525418 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7525533.000000 Penalty: 3652.893311
	Iteration 20F: 3 clusters Score -7525533 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7525612.000000 Penalty: 3652.893311
	Iteration 21Q: 3 clusters Score -7525612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7525653.500000 Penalty: 3652.893311
	Iteration 22Q: 3 clusters Score -7525654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7525685.000000 Penalty: 3652.893311
	Iteration 23Q: 3 clusters Score -7525685 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7525720.000000 Penalty: 3652.893311
	Iteration 24Q: 3 clusters Score -7525720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7525750.000000 Penalty: 3652.893311
	Iteration 25Q: 3 clusters Score -7525750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7525789.000000 Penalty: 3652.893311
	Iteration 26Q: 3 clusters Score -7525789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75771 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7525799.000000 Penalty: 3652.893311
	Iteration 27Q: 3 clusters Score -7525799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7525813.000000 Penalty: 3652.893311
	Iteration 28Q: 3 clusters Score -7525813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7525818.000000 Penalty: 3652.893311
	Iteration 29Q: 3 clusters Score -7525818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7525834.500000 Penalty: 3652.893311
	Iteration 30Q: 3 clusters Score -7525834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7525840.000000 Penalty: 3652.893311
	Iteration 31Q: 3 clusters Score -7525840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7525849.500000 Penalty: 3652.893311
	Iteration 32Q: 3 clusters Score -7525850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7525863.000000 Penalty: 3652.893311
	Iteration 33Q: 3 clusters Score -7525863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75818 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7525863.000000 Penalty: 3652.893311
	Iteration 34Q: 3 clusters Score -7525863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7525875.500000 Penalty: 3652.893311
	Iteration 35Q: 3 clusters Score -7525876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7525865.500000 Penalty: 3652.893311
	Iteration 36Q: 3 clusters Score -7525866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7525872.000000 Penalty: 3652.893311
	Iteration 37Q: 3 clusters Score -7525872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75825 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7525873.000000 Penalty: 3652.893311
	Iteration 38Q: 3 clusters Score -7525873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75825 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7525873.000000 Penalty: 3652.893311
	Iteration 39F: 3 clusters Score -7525873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Entering Unmasked Estep 
Score: -628214.437500 Penalty: 1444.669434
	Iteration 0F: 2 clusters Score -628214.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -622821.375000 Penalty: 2889.338867
	Iteration 0F: 3 clusters Score -622821.4 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -624534.125000 Penalty: 2889.338867
	Iteration 1F: 3 clusters Score -624534.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -624830.875000 Penalty: 2889.338867
	Iteration 2F: 3 clusters Score -624830.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -625063.312500 Penalty: 2889.338867
	Iteration 3F: 3 clusters Score -625063.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -625259.000000 Penalty: 2889.338867
	Iteration 4Q: 3 clusters Score -625259 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -625473.875000 Penalty: 2889.338867
	Iteration 5Q: 3 clusters Score -625473.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -625690.000000 Penalty: 2889.338867
	Iteration 6Q: 3 clusters Score -625690 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -625876.875000 Penalty: 2889.338867
	Iteration 7Q: 3 clusters Score -625876.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -626059.812500 Penalty: 2889.338867
	Iteration 8Q: 3 clusters Score -626059.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -626209.687500 Penalty: 2889.338867
	Iteration 9Q: 3 clusters Score -626209.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -626339.125000 Penalty: 2889.338867
	Iteration 10Q: 3 clusters Score -626339.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -626464.312500 Penalty: 2889.338867
	Iteration 11Q: 3 clusters Score -626464.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -626570.312500 Penalty: 2889.338867
	Iteration 12Q: 3 clusters Score -626570.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -626637.937500 Penalty: 2889.338867
	Iteration 13Q: 3 clusters Score -626637.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -626694.125000 Penalty: 2889.338867
	Iteration 14Q: 3 clusters Score -626694.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -626742.500000 Penalty: 2889.338867
	Iteration 15Q: 3 clusters Score -626742.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -626776.937500 Penalty: 2889.338867
	Iteration 16Q: 3 clusters Score -626776.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -626802.875000 Penalty: 2889.338867
	Iteration 17Q: 3 clusters Score -626802.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -626818.125000 Penalty: 2889.338867
	Iteration 18Q: 3 clusters Score -626818.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -626826.937500 Penalty: 2889.338867
	Iteration 19Q: 3 clusters Score -626826.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -626840.625000 Penalty: 2889.338867
	Iteration 20F: 3 clusters Score -626840.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -626854.062500 Penalty: 2889.338867
	Iteration 21Q: 3 clusters Score -626854.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -626864.062500 Penalty: 2889.338867
	Iteration 22Q: 3 clusters Score -626864.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -626873.500000 Penalty: 2889.338867
	Iteration 23Q: 3 clusters Score -626873.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -626882.125000 Penalty: 2889.338867
	Iteration 24Q: 3 clusters Score -626882.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -626894.187500 Penalty: 2889.338867
	Iteration 25Q: 3 clusters Score -626894.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -626907.000000 Penalty: 2889.338867
	Iteration 26Q: 3 clusters Score -626907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -626916.375000 Penalty: 2889.338867
	Iteration 27Q: 3 clusters Score -626916.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -626920.937500 Penalty: 2889.338867
	Iteration 28Q: 3 clusters Score -626920.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -626926.750000 Penalty: 2889.338867
	Iteration 29Q: 3 clusters Score -626926.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -626930.625000 Penalty: 2889.338867
	Iteration 30Q: 3 clusters Score -626930.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -626935.625000 Penalty: 2889.338867
	Iteration 31Q: 3 clusters Score -626935.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -626938.875000 Penalty: 2889.338867
	Iteration 32Q: 3 clusters Score -626938.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -626944.875000 Penalty: 2889.338867
	Iteration 33Q: 3 clusters Score -626944.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -626950.875000 Penalty: 2889.338867
	Iteration 34Q: 3 clusters Score -626950.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -626955.812500 Penalty: 2889.338867
	Iteration 35Q: 3 clusters Score -626955.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -626958.437500 Penalty: 2889.338867
	Iteration 36Q: 3 clusters Score -626958.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -626963.750000 Penalty: 2889.338867
	Iteration 37Q: 3 clusters Score -626963.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -626967.250000 Penalty: 2889.338867
	Iteration 38Q: 3 clusters Score -626967.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -626971.750000 Penalty: 2889.338867
	Iteration 39Q: 3 clusters Score -626971.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -626976.562500 Penalty: 2889.338867
	Iteration 40F: 3 clusters Score -626976.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -626980.437500 Penalty: 2889.338867
	Iteration 41Q: 3 clusters Score -626980.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -626982.500000 Penalty: 2889.338867
	Iteration 42Q: 3 clusters Score -626982.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -626985.812500 Penalty: 2889.338867
	Iteration 43Q: 3 clusters Score -626985.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -626986.750000 Penalty: 2889.338867
	Iteration 44Q: 3 clusters Score -626986.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -626990.000000 Penalty: 2889.338867
	Iteration 45Q: 3 clusters Score -626990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -626990.187500 Penalty: 2889.338867
	Iteration 46Q: 3 clusters Score -626990.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -626990.187500 Penalty: 2889.338867
	Iteration 47F: 3 clusters Score -626990.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87364 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 5794 members 
Mstep: Class 7 contains 38887 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 59447 members 
Mstep: Class 10 contains 14035 members 
Mstep: Class 11 contains 200310 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 17076 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13631 members 
Mstep: Class 19 contains 11378 members 
Mstep: Class 20 contains 15911 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 76090 members 
Mstep: Class 23 contains 7261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852788.000000 Penalty: 49689.800781
Iteration 119Q: 24 clusters Score -5.385279e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87365 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 5793 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3885 members 
Mstep: Class 9 contains 59478 members 
Mstep: Class 10 contains 14019 members 
Mstep: Class 11 contains 200331 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8302 members 
Mstep: Class 14 contains 17056 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13623 members 
Mstep: Class 19 contains 11383 members 
Mstep: Class 20 contains 15901 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852832.000000 Penalty: 49689.800781
Iteration 120F: 24 clusters Score -5.385283e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87366 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 5793 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 59514 members 
Mstep: Class 10 contains 13997 members 
Mstep: Class 11 contains 200352 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8299 members 
Mstep: Class 14 contains 17036 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 11394 members 
Mstep: Class 20 contains 15885 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852784.000000 Penalty: 49689.800781
Iteration 121Q: 24 clusters Score -5.385278e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87367 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 5792 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 59553 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 200362 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 17012 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13596 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 15879 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852772.000000 Penalty: 49689.800781
Iteration 122Q: 24 clusters Score -5.385277e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87368 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 59588 members 
Mstep: Class 10 contains 13953 members 
Mstep: Class 11 contains 200374 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8295 members 
Mstep: Class 14 contains 16988 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13586 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 15867 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852812.000000 Penalty: 49689.800781
Iteration 123Q: 24 clusters Score -5.385281e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87370 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3895 members 
Mstep: Class 9 contains 59640 members 
Mstep: Class 10 contains 13927 members 
Mstep: Class 11 contains 200383 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8293 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13577 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 15856 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852812.000000 Penalty: 49689.800781
Iteration 124Q: 24 clusters Score -5.385281e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87373 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 5793 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3897 members 
Mstep: Class 9 contains 59687 members 
Mstep: Class 10 contains 13901 members 
Mstep: Class 11 contains 200387 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8290 members 
Mstep: Class 14 contains 16933 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13572 members 
Mstep: Class 19 contains 11444 members 
Mstep: Class 20 contains 15847 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852824.000000 Penalty: 49689.800781
Iteration 125Q: 24 clusters Score -5.385282e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 87373 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 5795 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 59729 members 
Mstep: Class 10 contains 13882 members 
Mstep: Class 11 contains 200390 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 16909 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13566 members 
Mstep: Class 19 contains 11455 members 
Mstep: Class 20 contains 15837 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852792.000000 Penalty: 49689.800781
Iteration 126Q: 24 clusters Score -5.385279e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 87374 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 5795 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 59766 members 
Mstep: Class 10 contains 13862 members 
Mstep: Class 11 contains 200395 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 16894 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 5303 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13560 members 
Mstep: Class 19 contains 11464 members 
Mstep: Class 20 contains 15821 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852748.000000 Penalty: 49689.800781
Iteration 127Q: 24 clusters Score -5.385275e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 87370 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 5795 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 59796 members 
Mstep: Class 10 contains 13844 members 
Mstep: Class 11 contains 200399 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 16879 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 5301 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13559 members 
Mstep: Class 19 contains 11475 members 
Mstep: Class 20 contains 15812 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852828.000000 Penalty: 49689.800781
Iteration 128Q: 24 clusters Score -5.385283e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 87372 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 5795 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 59825 members 
Mstep: Class 10 contains 13827 members 
Mstep: Class 11 contains 200395 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8286 members 
Mstep: Class 14 contains 16869 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5301 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13559 members 
Mstep: Class 19 contains 11481 members 
Mstep: Class 20 contains 15802 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852780.000000 Penalty: 49689.800781
Iteration 129Q: 24 clusters Score -5.385278e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 87373 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 5796 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 59844 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 200391 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 16857 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5300 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13562 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 15794 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852828.000000 Penalty: 49689.800781
Iteration 130Q: 24 clusters Score -5.385283e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 87372 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 5796 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 59861 members 
Mstep: Class 10 contains 13803 members 
Mstep: Class 11 contains 200392 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8283 members 
Mstep: Class 14 contains 16844 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5300 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13561 members 
Mstep: Class 19 contains 11498 members 
Mstep: Class 20 contains 15782 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852776.000000 Penalty: 49689.800781
Iteration 131Q: 24 clusters Score -5.385278e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87371 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 5798 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 3919 members 
Mstep: Class 9 contains 59882 members 
Mstep: Class 10 contains 13787 members 
Mstep: Class 11 contains 200390 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8282 members 
Mstep: Class 14 contains 16829 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5300 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13558 members 
Mstep: Class 19 contains 11514 members 
Mstep: Class 20 contains 15764 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852820.000000 Penalty: 49689.800781
Iteration 132Q: 24 clusters Score -5.385282e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87373 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 59890 members 
Mstep: Class 10 contains 13779 members 
Mstep: Class 11 contains 200382 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8283 members 
Mstep: Class 14 contains 16822 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13558 members 
Mstep: Class 19 contains 11526 members 
Mstep: Class 20 contains 15743 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852824.000000 Penalty: 49689.800781
Iteration 133Q: 24 clusters Score -5.385282e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87374 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 5812 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 59891 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 200375 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8282 members 
Mstep: Class 14 contains 16815 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13559 members 
Mstep: Class 19 contains 11539 members 
Mstep: Class 20 contains 15731 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852796.000000 Penalty: 49689.800781
Iteration 134Q: 24 clusters Score -5.38528e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87375 members 
Mstep: Class 4 contains 1124 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 5817 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 59896 members 
Mstep: Class 10 contains 13764 members 
Mstep: Class 11 contains 200383 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8278 members 
Mstep: Class 14 contains 16810 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13558 members 
Mstep: Class 19 contains 11551 members 
Mstep: Class 20 contains 15715 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852752.000000 Penalty: 49689.800781
Iteration 135Q: 24 clusters Score -5.385275e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87377 members 
Mstep: Class 4 contains 1122 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 5821 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 59906 members 
Mstep: Class 10 contains 13755 members 
Mstep: Class 11 contains 200388 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8276 members 
Mstep: Class 14 contains 16801 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13557 members 
Mstep: Class 19 contains 11574 members 
Mstep: Class 20 contains 15693 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852752.000000 Penalty: 49689.800781
Iteration 136Q: 24 clusters Score -5.385275e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87377 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 5824 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 59913 members 
Mstep: Class 10 contains 13751 members 
Mstep: Class 11 contains 200400 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8276 members 
Mstep: Class 14 contains 16788 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13558 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 15672 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852772.000000 Penalty: 49689.800781
Iteration 137Q: 24 clusters Score -5.385277e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87379 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 5828 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 59916 members 
Mstep: Class 10 contains 13747 members 
Mstep: Class 11 contains 200404 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8274 members 
Mstep: Class 14 contains 16779 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13559 members 
Mstep: Class 19 contains 11614 members 
Mstep: Class 20 contains 15646 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852764.000000 Penalty: 49689.800781
Iteration 138Q: 24 clusters Score -5.385276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87378 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 5831 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 59919 members 
Mstep: Class 10 contains 13742 members 
Mstep: Class 11 contains 200405 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8274 members 
Mstep: Class 14 contains 16775 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13558 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 15631 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852788.000000 Penalty: 49689.800781
Iteration 139Q: 24 clusters Score -5.385279e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 87378 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 5832 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 59924 members 
Mstep: Class 10 contains 13735 members 
Mstep: Class 11 contains 200406 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8273 members 
Mstep: Class 14 contains 16768 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13559 members 
Mstep: Class 19 contains 11648 members 
Mstep: Class 20 contains 15619 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852808.000000 Penalty: 49689.800781
Iteration 140F: 24 clusters Score -5.385281e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 87379 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 5832 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 59933 members 
Mstep: Class 10 contains 13727 members 
Mstep: Class 11 contains 200419 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8271 members 
Mstep: Class 14 contains 16758 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13560 members 
Mstep: Class 19 contains 11652 members 
Mstep: Class 20 contains 15607 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852800.000000 Penalty: 49689.800781
Iteration 141Q: 24 clusters Score -5.38528e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 87378 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 5832 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 59948 members 
Mstep: Class 10 contains 13715 members 
Mstep: Class 11 contains 200432 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8271 members 
Mstep: Class 14 contains 16743 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13560 members 
Mstep: Class 19 contains 11662 members 
Mstep: Class 20 contains 15593 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852772.000000 Penalty: 49689.800781
Iteration 142Q: 24 clusters Score -5.385277e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87379 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 5832 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3933 members 
Mstep: Class 9 contains 59956 members 
Mstep: Class 10 contains 13708 members 
Mstep: Class 11 contains 200433 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8272 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13560 members 
Mstep: Class 19 contains 11676 members 
Mstep: Class 20 contains 15579 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852812.000000 Penalty: 49689.800781
Iteration 143Q: 24 clusters Score -5.385281e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 87378 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 5834 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 59970 members 
Mstep: Class 10 contains 13696 members 
Mstep: Class 11 contains 200433 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8270 members 
Mstep: Class 14 contains 16722 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13561 members 
Mstep: Class 19 contains 11693 members 
Mstep: Class 20 contains 15566 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852840.000000 Penalty: 49689.800781
Iteration 144Q: 24 clusters Score -5.385284e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87378 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 5836 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 59988 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 11 contains 200428 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8268 members 
Mstep: Class 14 contains 16714 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13561 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 15544 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852808.000000 Penalty: 49689.800781
Iteration 145Q: 24 clusters Score -5.385281e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11326 members 
Mstep: Class 3 contains 87379 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 5840 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 59994 members 
Mstep: Class 10 contains 13673 members 
Mstep: Class 11 contains 200422 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8267 members 
Mstep: Class 14 contains 16709 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13562 members 
Mstep: Class 19 contains 11738 members 
Mstep: Class 20 contains 15531 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852856.000000 Penalty: 49689.800781
Iteration 146Q: 24 clusters Score -5.385286e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87382 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 5842 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 60009 members 
Mstep: Class 10 contains 13655 members 
Mstep: Class 11 contains 200423 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8268 members 
Mstep: Class 14 contains 16704 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13562 members 
Mstep: Class 19 contains 11745 members 
Mstep: Class 20 contains 15520 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852828.000000 Penalty: 49689.800781
Iteration 147Q: 24 clusters Score -5.385283e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 87383 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5843 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 60031 members 
Mstep: Class 10 contains 13639 members 
Mstep: Class 11 contains 200427 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8269 members 
Mstep: Class 14 contains 16692 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13562 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 15510 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852816.000000 Penalty: 49689.800781
Iteration 148Q: 24 clusters Score -5.385282e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11330 members 
Mstep: Class 3 contains 87384 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5844 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 60053 members 
Mstep: Class 10 contains 13618 members 
Mstep: Class 11 contains 200427 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8269 members 
Mstep: Class 14 contains 16686 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13563 members 
Mstep: Class 19 contains 11759 members 
Mstep: Class 20 contains 15505 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852796.000000 Penalty: 49689.800781
Iteration 149Q: 24 clusters Score -5.38528e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 87386 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5844 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 60076 members 
Mstep: Class 10 contains 13601 members 
Mstep: Class 11 contains 200429 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8267 members 
Mstep: Class 14 contains 16677 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13564 members 
Mstep: Class 19 contains 11763 members 
Mstep: Class 20 contains 15502 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852812.000000 Penalty: 49689.800781
Iteration 150Q: 24 clusters Score -5.385281e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 87388 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5844 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 60097 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 200435 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8268 members 
Mstep: Class 14 contains 16666 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13562 members 
Mstep: Class 19 contains 11769 members 
Mstep: Class 20 contains 15490 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852836.000000 Penalty: 49689.800781
Iteration 151Q: 24 clusters Score -5.385284e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87388 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 5846 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 60123 members 
Mstep: Class 10 contains 13570 members 
Mstep: Class 11 contains 200434 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8269 members 
Mstep: Class 14 contains 16652 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13559 members 
Mstep: Class 19 contains 11784 members 
Mstep: Class 20 contains 15483 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852864.000000 Penalty: 49689.800781
Iteration 152Q: 24 clusters Score -5.385286e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87391 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5849 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 60145 members 
Mstep: Class 10 contains 13553 members 
Mstep: Class 11 contains 200433 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8269 members 
Mstep: Class 14 contains 16641 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5294 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13558 members 
Mstep: Class 19 contains 11792 members 
Mstep: Class 20 contains 15480 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 76089 members 
Mstep: Class 23 contains 7364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852884.000000 Penalty: 49689.800781
Iteration 153Q: 24 clusters Score -5.385288e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87393 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 60162 members 
Mstep: Class 10 contains 13533 members 
Mstep: Class 11 contains 200441 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8270 members 
Mstep: Class 14 contains 16631 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13556 members 
Mstep: Class 19 contains 11803 members 
Mstep: Class 20 contains 15473 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 76088 members 
Mstep: Class 23 contains 7365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852868.000000 Penalty: 49689.800781
Iteration 154Q: 24 clusters Score -5.385287e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87395 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5854 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 60181 members 
Mstep: Class 10 contains 13515 members 
Mstep: Class 11 contains 200444 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8270 members 
Mstep: Class 14 contains 16619 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13556 members 
Mstep: Class 19 contains 11808 members 
Mstep: Class 20 contains 15468 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 76088 members 
Mstep: Class 23 contains 7367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852820.000000 Penalty: 49689.800781
Iteration 155Q: 24 clusters Score -5.385282e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87395 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5858 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 60199 members 
Mstep: Class 10 contains 13500 members 
Mstep: Class 11 contains 200445 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8270 members 
Mstep: Class 14 contains 16610 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13556 members 
Mstep: Class 19 contains 11807 members 
Mstep: Class 20 contains 15464 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 76088 members 
Mstep: Class 23 contains 7370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852856.000000 Penalty: 49689.800781
Iteration 156Q: 24 clusters Score -5.385286e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87395 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5859 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 60221 members 
Mstep: Class 10 contains 13485 members 
Mstep: Class 11 contains 200458 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 16593 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13556 members 
Mstep: Class 19 contains 11811 members 
Mstep: Class 20 contains 15459 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 76088 members 
Mstep: Class 23 contains 7372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852816.000000 Penalty: 49689.800781
Iteration 157Q: 24 clusters Score -5.385282e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87395 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5860 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 60244 members 
Mstep: Class 10 contains 13475 members 
Mstep: Class 11 contains 200462 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 16575 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13555 members 
Mstep: Class 19 contains 11816 members 
Mstep: Class 20 contains 15453 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 76088 members 
Mstep: Class 23 contains 7374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852812.000000 Penalty: 49689.800781
Iteration 158Q: 24 clusters Score -5.385281e+07 nChanged 55
Entering ConstructFrom: 
Score: -53852812.000000 Penalty: 49689.800781
Entering ConstructFrom: 
Trying to split cluster 1 (6631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Entering Unmasked Estep 
Score: -656328.687500 Penalty: 1429.920532
	Iteration 0F: 2 clusters Score -656328.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -651361.062500 Penalty: 2859.841064
	Iteration 0F: 3 clusters Score -651361.1 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -652703.000000 Penalty: 2859.841064
	Iteration 1F: 3 clusters Score -652703 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -652871.187500 Penalty: 2859.841064
	Iteration 2F: 3 clusters Score -652871.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -652973.000000 Penalty: 2859.841064
	Iteration 3Q: 3 clusters Score -652973 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -653047.437500 Penalty: 2859.841064
	Iteration 4Q: 3 clusters Score -653047.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -653106.187500 Penalty: 2859.841064
	Iteration 5Q: 3 clusters Score -653106.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -653154.875000 Penalty: 2859.841064
	Iteration 6Q: 3 clusters Score -653154.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -653185.187500 Penalty: 2859.841064
	Iteration 7Q: 3 clusters Score -653185.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -653206.875000 Penalty: 2859.841064
	Iteration 8Q: 3 clusters Score -653206.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -653229.562500 Penalty: 2859.841064
	Iteration 9Q: 3 clusters Score -653229.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -653256.625000 Penalty: 2859.841064
	Iteration 10Q: 3 clusters Score -653256.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -653285.437500 Penalty: 2859.841064
	Iteration 11Q: 3 clusters Score -653285.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -653319.250000 Penalty: 2859.841064
	Iteration 12Q: 3 clusters Score -653319.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -653364.437500 Penalty: 2859.841064
	Iteration 13Q: 3 clusters Score -653364.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -653416.812500 Penalty: 2859.841064
	Iteration 14Q: 3 clusters Score -653416.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -653479.437500 Penalty: 2859.841064
	Iteration 15Q: 3 clusters Score -653479.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -653540.937500 Penalty: 2859.841064
	Iteration 16Q: 3 clusters Score -653540.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -653609.437500 Penalty: 2859.841064
	Iteration 17Q: 3 clusters Score -653609.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -653693.125000 Penalty: 2859.841064
	Iteration 18Q: 3 clusters Score -653693.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -653791.375000 Penalty: 2859.841064
	Iteration 19Q: 3 clusters Score -653791.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -653898.000000 Penalty: 2859.841064
	Iteration 20F: 3 clusters Score -653898 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -654040.625000 Penalty: 2859.841064
	Iteration 21Q: 3 clusters Score -654040.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -654198.750000 Penalty: 2859.841064
	Iteration 22Q: 3 clusters Score -654198.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -654346.375000 Penalty: 2859.841064
	Iteration 23Q: 3 clusters Score -654346.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -654519.250000 Penalty: 2859.841064
	Iteration 24Q: 3 clusters Score -654519.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -654671.750000 Penalty: 2859.841064
	Iteration 25Q: 3 clusters Score -654671.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -654782.687500 Penalty: 2859.841064
	Iteration 26Q: 3 clusters Score -654782.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -654873.437500 Penalty: 2859.841064
	Iteration 27Q: 3 clusters Score -654873.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -654949.437500 Penalty: 2859.841064
	Iteration 28Q: 3 clusters Score -654949.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -655009.312500 Penalty: 2859.841064
	Iteration 29Q: 3 clusters Score -655009.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -655048.750000 Penalty: 2859.841064
	Iteration 30Q: 3 clusters Score -655048.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -655065.937500 Penalty: 2859.841064
	Iteration 31Q: 3 clusters Score -655065.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -655080.750000 Penalty: 2859.841064
	Iteration 32Q: 3 clusters Score -655080.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -655094.437500 Penalty: 2859.841064
	Iteration 33Q: 3 clusters Score -655094.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -655103.312500 Penalty: 2859.841064
	Iteration 34Q: 3 clusters Score -655103.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -655117.437500 Penalty: 2859.841064
	Iteration 35Q: 3 clusters Score -655117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -655122.437500 Penalty: 2859.841064
	Iteration 36Q: 3 clusters Score -655122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -655126.000000 Penalty: 2859.841064
	Iteration 37Q: 3 clusters Score -655126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -655128.687500 Penalty: 2859.841064
	Iteration 38Q: 3 clusters Score -655128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -655130.937500 Penalty: 2859.841064
	Iteration 39Q: 3 clusters Score -655130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -655130.937500 Penalty: 2859.841064
	Iteration 40F: 3 clusters Score -655130.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Entering Unmasked Estep 
Score: -1088708.375000 Penalty: 1516.942749
	Iteration 0F: 2 clusters Score -1088708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1080683.750000 Penalty: 3033.885498
	Iteration 0F: 3 clusters Score -1080684 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1083356.375000 Penalty: 3033.885498
	Iteration 1F: 3 clusters Score -1083356 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1083616.500000 Penalty: 3033.885498
	Iteration 2F: 3 clusters Score -1083616 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1083853.125000 Penalty: 3033.885498
	Iteration 3Q: 3 clusters Score -1083853 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1084141.000000 Penalty: 3033.885498
	Iteration 4Q: 3 clusters Score -1084141 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1084515.750000 Penalty: 3033.885498
	Iteration 5Q: 3 clusters Score -1084516 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1084981.000000 Penalty: 3033.885498
	Iteration 6F: 3 clusters Score -1084981 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1085453.125000 Penalty: 3033.885498
	Iteration 7F: 3 clusters Score -1085453 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1085958.000000 Penalty: 3033.885498
	Iteration 8F: 3 clusters Score -1085958 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1086496.125000 Penalty: 3033.885498
	Iteration 9F: 3 clusters Score -1086496 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1086925.000000 Penalty: 3033.885498
	Iteration 10Q: 3 clusters Score -1086925 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1087266.750000 Penalty: 3033.885498
	Iteration 11Q: 3 clusters Score -1087267 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1087518.375000 Penalty: 3033.885498
	Iteration 12Q: 3 clusters Score -1087518 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1087692.000000 Penalty: 3033.885498
	Iteration 13Q: 3 clusters Score -1087692 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1087800.000000 Penalty: 3033.885498
	Iteration 14Q: 3 clusters Score -1087800 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1087865.000000 Penalty: 3033.885498
	Iteration 15Q: 3 clusters Score -1087865 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1087904.875000 Penalty: 3033.885498
	Iteration 16Q: 3 clusters Score -1087905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1087932.125000 Penalty: 3033.885498
	Iteration 17Q: 3 clusters Score -1087932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1087946.500000 Penalty: 3033.885498
	Iteration 18Q: 3 clusters Score -1087946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1087951.625000 Penalty: 3033.885498
	Iteration 19Q: 3 clusters Score -1087952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1087959.500000 Penalty: 3033.885498
	Iteration 20F: 3 clusters Score -1087960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1087964.125000 Penalty: 3033.885498
	Iteration 21Q: 3 clusters Score -1087964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1087969.250000 Penalty: 3033.885498
	Iteration 22Q: 3 clusters Score -1087969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1087974.375000 Penalty: 3033.885498
	Iteration 23Q: 3 clusters Score -1087974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1087974.500000 Penalty: 3033.885498
	Iteration 24Q: 3 clusters Score -1087974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1087977.750000 Penalty: 3033.885498
	Iteration 25Q: 3 clusters Score -1087978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1087980.375000 Penalty: 3033.885498
	Iteration 26Q: 3 clusters Score -1087980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1087982.000000 Penalty: 3033.885498
	Iteration 27Q: 3 clusters Score -1087982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1087982.000000 Penalty: 3033.885498
	Iteration 28Q: 3 clusters Score -1087982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1087982.500000 Penalty: 3033.885498
	Iteration 29Q: 3 clusters Score -1087982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1087981.625000 Penalty: 3033.885498
	Iteration 30Q: 3 clusters Score -1087982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1087983.000000 Penalty: 3033.885498
	Iteration 31Q: 3 clusters Score -1087983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1087983.000000 Penalty: 3033.885498
	Iteration 32F: 3 clusters Score -1087983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Entering Unmasked Estep 
Score: -8010761.500000 Penalty: 1848.958252
	Iteration 0F: 2 clusters Score -8010762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -7952355.500000 Penalty: 3697.916504
	Iteration 0F: 3 clusters Score -7952356 nChanged 41663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -7976321.500000 Penalty: 3697.916504
	Iteration 1F: 3 clusters Score -7976322 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -7977323.000000 Penalty: 3697.916504
	Iteration 2Q: 3 clusters Score -7977323 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -7978715.000000 Penalty: 3697.916504
	Iteration 3Q: 3 clusters Score -7978715 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -7980987.000000 Penalty: 3697.916504
	Iteration 4F: 3 clusters Score -7980987 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -7984510.500000 Penalty: 3697.916504
	Iteration 5F: 3 clusters Score -7984510 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -7989380.000000 Penalty: 3697.916504
	Iteration 6F: 3 clusters Score -7989380 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67232 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -7994368.500000 Penalty: 3697.916504
	Iteration 7F: 3 clusters Score -7994368 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -7998401.000000 Penalty: 3697.916504
	Iteration 8F: 3 clusters Score -7998401 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -8001346.500000 Penalty: 3697.916504
	Iteration 9Q: 3 clusters Score -8001346 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -8003563.000000 Penalty: 3697.916504
	Iteration 10Q: 3 clusters Score -8003563 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -8005362.500000 Penalty: 3697.916504
	Iteration 11Q: 3 clusters Score -8005362 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -8006683.000000 Penalty: 3697.916504
	Iteration 12Q: 3 clusters Score -8006683 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8007715.000000 Penalty: 3697.916504
	Iteration 13Q: 3 clusters Score -8007715 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8008334.000000 Penalty: 3697.916504
	Iteration 14Q: 3 clusters Score -8008334 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8008651.500000 Penalty: 3697.916504
	Iteration 15Q: 3 clusters Score -8008652 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8008872.000000 Penalty: 3697.916504
	Iteration 16Q: 3 clusters Score -8008872 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86851 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8008972.500000 Penalty: 3697.916504
	Iteration 17Q: 3 clusters Score -8008972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8009030.500000 Penalty: 3697.916504
	Iteration 18Q: 3 clusters Score -8009030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8009088.500000 Penalty: 3697.916504
	Iteration 19Q: 3 clusters Score -8009088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8009118.000000 Penalty: 3697.916504
	Iteration 20F: 3 clusters Score -8009118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8009136.000000 Penalty: 3697.916504
	Iteration 21Q: 3 clusters Score -8009136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8009160.500000 Penalty: 3697.916504
	Iteration 22Q: 3 clusters Score -8009160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8009168.500000 Penalty: 3697.916504
	Iteration 23Q: 3 clusters Score -8009168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87074 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8009184.000000 Penalty: 3697.916504
	Iteration 24Q: 3 clusters Score -8009184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87080 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8009182.000000 Penalty: 3697.916504
	Iteration 25Q: 3 clusters Score -8009182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8009181.000000 Penalty: 3697.916504
	Iteration 26Q: 3 clusters Score -8009181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8009184.500000 Penalty: 3697.916504
	Iteration 27Q: 3 clusters Score -8009184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8009186.000000 Penalty: 3697.916504
	Iteration 28Q: 3 clusters Score -8009186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8009186.000000 Penalty: 3697.916504
	Iteration 29F: 3 clusters Score -8009186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -98966.406250 Penalty: 1140.781006
	Iteration 0F: 2 clusters Score -98966.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -97452.468750 Penalty: 2281.562012
	Iteration 0F: 3 clusters Score -97452.47 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -97716.296875 Penalty: 2281.562012
	Iteration 1F: 3 clusters Score -97716.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -97785.562500 Penalty: 2281.562012
	Iteration 2F: 3 clusters Score -97785.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -97816.906250 Penalty: 2281.562012
	Iteration 3Q: 3 clusters Score -97816.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97843.132812 Penalty: 2281.562012
	Iteration 4Q: 3 clusters Score -97843.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97860.054688 Penalty: 2281.562012
	Iteration 5Q: 3 clusters Score -97860.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97874.867188 Penalty: 2281.562012
	Iteration 6Q: 3 clusters Score -97874.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -97881.984375 Penalty: 2281.562012
	Iteration 7Q: 3 clusters Score -97881.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -97883.828125 Penalty: 2281.562012
	Iteration 8Q: 3 clusters Score -97883.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97884.539062 Penalty: 2281.562012
	Iteration 9Q: 3 clusters Score -97884.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97886.421875 Penalty: 2281.562012
	Iteration 10Q: 3 clusters Score -97886.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97889.546875 Penalty: 2281.562012
	Iteration 11Q: 3 clusters Score -97889.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -97896.125000 Penalty: 2281.562012
	Iteration 12Q: 3 clusters Score -97896.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -97898.101562 Penalty: 2281.562012
	Iteration 13Q: 3 clusters Score -97898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97902.171875 Penalty: 2281.562012
	Iteration 14Q: 3 clusters Score -97902.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -97906.101562 Penalty: 2281.562012
	Iteration 15Q: 3 clusters Score -97906.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -97906.101562 Penalty: 2281.562012
	Iteration 16F: 3 clusters Score -97906.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -170982.093750 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -170982.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -168987.125000 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -168987.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -169387.921875 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -169387.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -169499.453125 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -169499.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -169555.187500 Penalty: 2444.428223
	Iteration 3Q: 3 clusters Score -169555.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -169590.203125 Penalty: 2444.428223
	Iteration 4Q: 3 clusters Score -169590.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -169611.218750 Penalty: 2444.428223
	Iteration 5Q: 3 clusters Score -169611.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -169624.875000 Penalty: 2444.428223
	Iteration 6Q: 3 clusters Score -169624.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -169639.421875 Penalty: 2444.428223
	Iteration 7Q: 3 clusters Score -169639.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -169653.171875 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -169653.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -169660.984375 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -169661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -169669.359375 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -169669.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -169677.421875 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -169677.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -169682.109375 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -169682.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -169687.796875 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -169687.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -169692.281250 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -169692.3 nChanged 9
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: -169696.390625 Penalty: 2444.428223
	Iteration 15Q: 3 clusters Score -169696.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -169700.750000 Penalty: 2444.428223
	Iteration 16Q: 3 clusters Score -169700.8 nChanged 8
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: -169704.343750 Penalty: 2444.428223
	Iteration 17Q: 3 clusters Score -169704.3 nChanged 8
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: -169707.828125 Penalty: 2444.428223
	Iteration 18Q: 3 clusters Score -169707.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -169713.234375 Penalty: 2444.428223
	Iteration 19Q: 3 clusters Score -169713.2 nChanged 8
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: -169717.187500 Penalty: 2444.428223
	Iteration 20F: 3 clusters Score -169717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -169720.234375 Penalty: 2444.428223
	Iteration 21Q: 3 clusters Score -169720.2 nChanged 6
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: -169722.125000 Penalty: 2444.428223
	Iteration 22Q: 3 clusters Score -169722.1 nChanged 2
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: -169722.875000 Penalty: 2444.428223
	Iteration 23Q: 3 clusters Score -169722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -169725.281250 Penalty: 2444.428223
	Iteration 24Q: 3 clusters Score -169725.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -169726.734375 Penalty: 2444.428223
	Iteration 25Q: 3 clusters Score -169726.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -169726.734375 Penalty: 2444.428223
	Iteration 26F: 3 clusters Score -169726.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Entering Unmasked Estep 
Score: -523947.156250 Penalty: 1409.834595
	Iteration 0F: 2 clusters Score -523947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -519517.781250 Penalty: 2819.669189
	Iteration 0F: 3 clusters Score -519517.8 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -520731.375000 Penalty: 2819.669189
	Iteration 1F: 3 clusters Score -520731.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -520916.562500 Penalty: 2819.669189
	Iteration 2F: 3 clusters Score -520916.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -521053.531250 Penalty: 2819.669189
	Iteration 3F: 3 clusters Score -521053.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -521175.000000 Penalty: 2819.669189
	Iteration 4Q: 3 clusters Score -521175 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -521281.187500 Penalty: 2819.669189
	Iteration 5Q: 3 clusters Score -521281.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -521387.187500 Penalty: 2819.669189
	Iteration 6Q: 3 clusters Score -521387.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -521490.093750 Penalty: 2819.669189
	Iteration 7Q: 3 clusters Score -521490.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -521589.625000 Penalty: 2819.669189
	Iteration 8Q: 3 clusters Score -521589.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -521695.812500 Penalty: 2819.669189
	Iteration 9Q: 3 clusters Score -521695.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -521792.250000 Penalty: 2819.669189
	Iteration 10Q: 3 clusters Score -521792.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -521885.281250 Penalty: 2819.669189
	Iteration 11Q: 3 clusters Score -521885.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -521977.968750 Penalty: 2819.669189
	Iteration 12Q: 3 clusters Score -521978 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -522049.375000 Penalty: 2819.669189
	Iteration 13Q: 3 clusters Score -522049.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -522110.875000 Penalty: 2819.669189
	Iteration 14Q: 3 clusters Score -522110.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -522164.375000 Penalty: 2819.669189
	Iteration 15Q: 3 clusters Score -522164.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -522213.625000 Penalty: 2819.669189
	Iteration 16Q: 3 clusters Score -522213.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -522253.312500 Penalty: 2819.669189
	Iteration 17Q: 3 clusters Score -522253.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -522283.593750 Penalty: 2819.669189
	Iteration 18Q: 3 clusters Score -522283.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -522304.593750 Penalty: 2819.669189
	Iteration 19Q: 3 clusters Score -522304.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -522323.156250 Penalty: 2819.669189
	Iteration 20F: 3 clusters Score -522323.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -522337.125000 Penalty: 2819.669189
	Iteration 21Q: 3 clusters Score -522337.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -522352.156250 Penalty: 2819.669189
	Iteration 22Q: 3 clusters Score -522352.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -522370.875000 Penalty: 2819.669189
	Iteration 23Q: 3 clusters Score -522370.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -522389.468750 Penalty: 2819.669189
	Iteration 24Q: 3 clusters Score -522389.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -522402.531250 Penalty: 2819.669189
	Iteration 25Q: 3 clusters Score -522402.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -522417.843750 Penalty: 2819.669189
	Iteration 26Q: 3 clusters Score -522417.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -522429.750000 Penalty: 2819.669189
	Iteration 27Q: 3 clusters Score -522429.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -522438.562500 Penalty: 2819.669189
	Iteration 28Q: 3 clusters Score -522438.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -522446.437500 Penalty: 2819.669189
	Iteration 29Q: 3 clusters Score -522446.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -522452.718750 Penalty: 2819.669189
	Iteration 30Q: 3 clusters Score -522452.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -522459.968750 Penalty: 2819.669189
	Iteration 31Q: 3 clusters Score -522460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -522465.500000 Penalty: 2819.669189
	Iteration 32Q: 3 clusters Score -522465.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -522468.687500 Penalty: 2819.669189
	Iteration 33Q: 3 clusters Score -522468.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -522472.343750 Penalty: 2819.669189
	Iteration 34Q: 3 clusters Score -522472.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -522477.750000 Penalty: 2819.669189
	Iteration 35Q: 3 clusters Score -522477.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -522482.343750 Penalty: 2819.669189
	Iteration 36Q: 3 clusters Score -522482.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -522483.937500 Penalty: 2819.669189
	Iteration 37Q: 3 clusters Score -522483.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -522489.156250 Penalty: 2819.669189
	Iteration 38Q: 3 clusters Score -522489.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -522492.156250 Penalty: 2819.669189
	Iteration 39Q: 3 clusters Score -522492.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -522494.937500 Penalty: 2819.669189
	Iteration 40F: 3 clusters Score -522494.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -522497.781250 Penalty: 2819.669189
	Iteration 41Q: 3 clusters Score -522497.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -522499.687500 Penalty: 2819.669189
	Iteration 42Q: 3 clusters Score -522499.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -522501.593750 Penalty: 2819.669189
	Iteration 43Q: 3 clusters Score -522501.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -522502.312500 Penalty: 2819.669189
	Iteration 44Q: 3 clusters Score -522502.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -522503.000000 Penalty: 2819.669189
	Iteration 45Q: 3 clusters Score -522503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -522505.062500 Penalty: 2819.669189
	Iteration 46Q: 3 clusters Score -522505.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -522506.625000 Penalty: 2819.669189
	Iteration 47Q: 3 clusters Score -522506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -522507.250000 Penalty: 2819.669189
	Iteration 48Q: 3 clusters Score -522507.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -522509.437500 Penalty: 2819.669189
	Iteration 49Q: 3 clusters Score -522509.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -522511.593750 Penalty: 2819.669189
	Iteration 50Q: 3 clusters Score -522511.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -522511.937500 Penalty: 2819.669189
	Iteration 51Q: 3 clusters Score -522511.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -522513.656250 Penalty: 2819.669189
	Iteration 52Q: 3 clusters Score -522513.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -522515.250000 Penalty: 2819.669189
	Iteration 53Q: 3 clusters Score -522515.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -522517.718750 Penalty: 2819.669189
	Iteration 54Q: 3 clusters Score -522517.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -522521.281250 Penalty: 2819.669189
	Iteration 55Q: 3 clusters Score -522521.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -522526.187500 Penalty: 2819.669189
	Iteration 56Q: 3 clusters Score -522526.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -522532.843750 Penalty: 2819.669189
	Iteration 57Q: 3 clusters Score -522532.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -522538.281250 Penalty: 2819.669189
	Iteration 58Q: 3 clusters Score -522538.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -522540.218750 Penalty: 2819.669189
	Iteration 59Q: 3 clusters Score -522540.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -522543.437500 Penalty: 2819.669189
	Iteration 60F: 3 clusters Score -522543.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -522545.625000 Penalty: 2819.669189
	Iteration 61Q: 3 clusters Score -522545.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -522548.812500 Penalty: 2819.669189
	Iteration 62Q: 3 clusters Score -522548.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -522550.531250 Penalty: 2819.669189
	Iteration 63Q: 3 clusters Score -522550.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -522554.250000 Penalty: 2819.669189
	Iteration 64Q: 3 clusters Score -522554.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -522556.281250 Penalty: 2819.669189
	Iteration 65Q: 3 clusters Score -522556.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -522558.156250 Penalty: 2819.669189
	Iteration 66Q: 3 clusters Score -522558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -522558.593750 Penalty: 2819.669189
	Iteration 67Q: 3 clusters Score -522558.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -522559.125000 Penalty: 2819.669189
	Iteration 68Q: 3 clusters Score -522559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -522559.687500 Penalty: 2819.669189
	Iteration 69Q: 3 clusters Score -522559.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -522561.062500 Penalty: 2819.669189
	Iteration 70Q: 3 clusters Score -522561.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -522561.406250 Penalty: 2819.669189
	Iteration 71Q: 3 clusters Score -522561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -522562.156250 Penalty: 2819.669189
	Iteration 72Q: 3 clusters Score -522562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -522561.687500 Penalty: 2819.669189
	Iteration 73Q: 3 clusters Score -522561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -522562.437500 Penalty: 2819.669189
	Iteration 74Q: 3 clusters Score -522562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -522562.656250 Penalty: 2819.669189
	Iteration 75Q: 3 clusters Score -522562.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -522562.656250 Penalty: 2819.669189
	Iteration 76F: 3 clusters Score -522562.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Entering Unmasked Estep 
Score: -3834372.250000 Penalty: 1717.384155
	Iteration 0F: 2 clusters Score -3834372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -3808302.750000 Penalty: 3434.768311
	Iteration 0F: 3 clusters Score -3808303 nChanged 18106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3818327.250000 Penalty: 3434.768311
	Iteration 1F: 3 clusters Score -3818327 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3818677.250000 Penalty: 3434.768311
	Iteration 2Q: 3 clusters Score -3818677 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3819030.750000 Penalty: 3434.768311
	Iteration 3Q: 3 clusters Score -3819031 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3819357.500000 Penalty: 3434.768311
	Iteration 4Q: 3 clusters Score -3819358 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3819678.750000 Penalty: 3434.768311
	Iteration 5Q: 3 clusters Score -3819679 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3820082.250000 Penalty: 3434.768311
	Iteration 6Q: 3 clusters Score -3820082 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3820613.750000 Penalty: 3434.768311
	Iteration 7Q: 3 clusters Score -3820614 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3821386.000000 Penalty: 3434.768311
	Iteration 8Q: 3 clusters Score -3821386 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3822425.750000 Penalty: 3434.768311
	Iteration 9Q: 3 clusters Score -3822426 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3823869.250000 Penalty: 3434.768311
	Iteration 10F: 3 clusters Score -3823869 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -3825658.500000 Penalty: 3434.768311
	Iteration 11F: 3 clusters Score -3825658 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -3827469.000000 Penalty: 3434.768311
	Iteration 12F: 3 clusters Score -3827469 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -3828953.000000 Penalty: 3434.768311
	Iteration 13F: 3 clusters Score -3828953 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -3830125.750000 Penalty: 3434.768311
	Iteration 14Q: 3 clusters Score -3830126 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -3831016.500000 Penalty: 3434.768311
	Iteration 15Q: 3 clusters Score -3831016 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -3831681.000000 Penalty: 3434.768311
	Iteration 16Q: 3 clusters Score -3831681 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -3832164.500000 Penalty: 3434.768311
	Iteration 17Q: 3 clusters Score -3832164 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -3832486.000000 Penalty: 3434.768311
	Iteration 18Q: 3 clusters Score -3832486 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -3832669.000000 Penalty: 3434.768311
	Iteration 19Q: 3 clusters Score -3832669 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -3832770.500000 Penalty: 3434.768311
	Iteration 20F: 3 clusters Score -3832770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -3832816.500000 Penalty: 3434.768311
	Iteration 21Q: 3 clusters Score -3832816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -3832848.750000 Penalty: 3434.768311
	Iteration 22Q: 3 clusters Score -3832849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -3832861.500000 Penalty: 3434.768311
	Iteration 23Q: 3 clusters Score -3832862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -3832877.750000 Penalty: 3434.768311
	Iteration 24Q: 3 clusters Score -3832878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -3832884.500000 Penalty: 3434.768311
	Iteration 25Q: 3 clusters Score -3832884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -3832893.500000 Penalty: 3434.768311
	Iteration 26Q: 3 clusters Score -3832894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -3832893.500000 Penalty: 3434.768311
	Iteration 27Q: 3 clusters Score -3832894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -3832901.500000 Penalty: 3434.768311
	Iteration 28Q: 3 clusters Score -3832902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -3832909.750000 Penalty: 3434.768311
	Iteration 29Q: 3 clusters Score -3832910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -3832921.500000 Penalty: 3434.768311
	Iteration 30Q: 3 clusters Score -3832922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -3832923.750000 Penalty: 3434.768311
	Iteration 31Q: 3 clusters Score -3832924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -3832925.750000 Penalty: 3434.768311
	Iteration 32Q: 3 clusters Score -3832926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -3832925.750000 Penalty: 3434.768311
	Iteration 33F: 3 clusters Score -3832926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Entering Unmasked Estep 
Score: -357316.218750 Penalty: 1345.285767
	Iteration 0F: 2 clusters Score -357316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -353984.187500 Penalty: 2690.571533
	Iteration 0F: 3 clusters Score -353984.2 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -354836.437500 Penalty: 2690.571533
	Iteration 1F: 3 clusters Score -354836.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -354954.250000 Penalty: 2690.571533
	Iteration 2F: 3 clusters Score -354954.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -355027.468750 Penalty: 2690.571533
	Iteration 3Q: 3 clusters Score -355027.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -355076.875000 Penalty: 2690.571533
	Iteration 4Q: 3 clusters Score -355076.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -355109.187500 Penalty: 2690.571533
	Iteration 5Q: 3 clusters Score -355109.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -355132.500000 Penalty: 2690.571533
	Iteration 6Q: 3 clusters Score -355132.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -355152.437500 Penalty: 2690.571533
	Iteration 7Q: 3 clusters Score -355152.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -355177.093750 Penalty: 2690.571533
	Iteration 8Q: 3 clusters Score -355177.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -355208.125000 Penalty: 2690.571533
	Iteration 9Q: 3 clusters Score -355208.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -355234.062500 Penalty: 2690.571533
	Iteration 10Q: 3 clusters Score -355234.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -355265.500000 Penalty: 2690.571533
	Iteration 11Q: 3 clusters Score -355265.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -355300.781250 Penalty: 2690.571533
	Iteration 12Q: 3 clusters Score -355300.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -355336.031250 Penalty: 2690.571533
	Iteration 13Q: 3 clusters Score -355336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -355385.937500 Penalty: 2690.571533
	Iteration 14Q: 3 clusters Score -355385.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -355437.906250 Penalty: 2690.571533
	Iteration 15Q: 3 clusters Score -355437.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -355490.843750 Penalty: 2690.571533
	Iteration 16Q: 3 clusters Score -355490.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -355553.343750 Penalty: 2690.571533
	Iteration 17Q: 3 clusters Score -355553.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -355615.937500 Penalty: 2690.571533
	Iteration 18Q: 3 clusters Score -355615.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -355672.531250 Penalty: 2690.571533
	Iteration 19Q: 3 clusters Score -355672.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -355723.656250 Penalty: 2690.571533
	Iteration 20F: 3 clusters Score -355723.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -355772.906250 Penalty: 2690.571533
	Iteration 21Q: 3 clusters Score -355772.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -355817.312500 Penalty: 2690.571533
	Iteration 22Q: 3 clusters Score -355817.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -355861.031250 Penalty: 2690.571533
	Iteration 23Q: 3 clusters Score -355861 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -355910.906250 Penalty: 2690.571533
	Iteration 24Q: 3 clusters Score -355910.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -355947.593750 Penalty: 2690.571533
	Iteration 25Q: 3 clusters Score -355947.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -355972.843750 Penalty: 2690.571533
	Iteration 26Q: 3 clusters Score -355972.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -355990.750000 Penalty: 2690.571533
	Iteration 27Q: 3 clusters Score -355990.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -356011.093750 Penalty: 2690.571533
	Iteration 28Q: 3 clusters Score -356011.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -356026.093750 Penalty: 2690.571533
	Iteration 29Q: 3 clusters Score -356026.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -356037.562500 Penalty: 2690.571533
	Iteration 30Q: 3 clusters Score -356037.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -356045.750000 Penalty: 2690.571533
	Iteration 31Q: 3 clusters Score -356045.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -356056.281250 Penalty: 2690.571533
	Iteration 32Q: 3 clusters Score -356056.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -356066.875000 Penalty: 2690.571533
	Iteration 33Q: 3 clusters Score -356066.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -356083.500000 Penalty: 2690.571533
	Iteration 34Q: 3 clusters Score -356083.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -356097.593750 Penalty: 2690.571533
	Iteration 35Q: 3 clusters Score -356097.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -356109.312500 Penalty: 2690.571533
	Iteration 36Q: 3 clusters Score -356109.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -356115.562500 Penalty: 2690.571533
	Iteration 37Q: 3 clusters Score -356115.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -356123.281250 Penalty: 2690.571533
	Iteration 38Q: 3 clusters Score -356123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -356128.250000 Penalty: 2690.571533
	Iteration 39Q: 3 clusters Score -356128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -356136.000000 Penalty: 2690.571533
	Iteration 40F: 3 clusters Score -356136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -356145.312500 Penalty: 2690.571533
	Iteration 41Q: 3 clusters Score -356145.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -356149.937500 Penalty: 2690.571533
	Iteration 42Q: 3 clusters Score -356149.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -356152.000000 Penalty: 2690.571533
	Iteration 43Q: 3 clusters Score -356152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -356152.843750 Penalty: 2690.571533
	Iteration 44Q: 3 clusters Score -356152.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -356152.843750 Penalty: 2690.571533
	Iteration 45F: 3 clusters Score -356152.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Entering Unmasked Estep 
Score: -5501515.000000 Penalty: 1788.562744
	Iteration 0F: 2 clusters Score -5501515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -5461314.000000 Penalty: 3577.125488
	Iteration 0F: 3 clusters Score -5461314 nChanged 28408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -5477694.500000 Penalty: 3577.125488
	Iteration 1F: 3 clusters Score -5477694 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -5478425.000000 Penalty: 3577.125488
	Iteration 2Q: 3 clusters Score -5478425 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -5479501.500000 Penalty: 3577.125488
	Iteration 3Q: 3 clusters Score -5479502 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -5481246.500000 Penalty: 3577.125488
	Iteration 4F: 3 clusters Score -5481246 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -5484243.500000 Penalty: 3577.125488
	Iteration 5F: 3 clusters Score -5484244 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -5488672.500000 Penalty: 3577.125488
	Iteration 6F: 3 clusters Score -5488672 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -5493629.500000 Penalty: 3577.125488
	Iteration 7F: 3 clusters Score -5493630 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5497065.000000 Penalty: 3577.125488
	Iteration 8F: 3 clusters Score -5497065 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5498757.500000 Penalty: 3577.125488
	Iteration 9Q: 3 clusters Score -5498758 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5499431.500000 Penalty: 3577.125488
	Iteration 10Q: 3 clusters Score -5499432 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5499696.500000 Penalty: 3577.125488
	Iteration 11Q: 3 clusters Score -5499696 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5499809.500000 Penalty: 3577.125488
	Iteration 12Q: 3 clusters Score -5499810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5499859.000000 Penalty: 3577.125488
	Iteration 13Q: 3 clusters Score -5499859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5499880.500000 Penalty: 3577.125488
	Iteration 14Q: 3 clusters Score -5499880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5499889.500000 Penalty: 3577.125488
	Iteration 15Q: 3 clusters Score -5499890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5499902.500000 Penalty: 3577.125488
	Iteration 16Q: 3 clusters Score -5499902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5499914.500000 Penalty: 3577.125488
	Iteration 17Q: 3 clusters Score -5499914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5499914.500000 Penalty: 3577.125488
	Iteration 18Q: 3 clusters Score -5499914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5499918.000000 Penalty: 3577.125488
	Iteration 19Q: 3 clusters Score -5499918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5499920.000000 Penalty: 3577.125488
	Iteration 20F: 3 clusters Score -5499920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5499922.500000 Penalty: 3577.125488
	Iteration 21Q: 3 clusters Score -5499922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5499921.500000 Penalty: 3577.125488
	Iteration 22Q: 3 clusters Score -5499922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5499924.000000 Penalty: 3577.125488
	Iteration 23Q: 3 clusters Score -5499924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5499921.000000 Penalty: 3577.125488
	Iteration 24Q: 3 clusters Score -5499921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5499920.500000 Penalty: 3577.125488
	Iteration 25Q: 3 clusters Score -5499920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5499925.500000 Penalty: 3577.125488
	Iteration 26Q: 3 clusters Score -5499926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5499932.000000 Penalty: 3577.125488
	Iteration 27Q: 3 clusters Score -5499932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5499935.000000 Penalty: 3577.125488
	Iteration 28Q: 3 clusters Score -5499935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5499938.000000 Penalty: 3577.125488
	Iteration 29Q: 3 clusters Score -5499938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5499938.000000 Penalty: 3577.125488
	Iteration 30F: 3 clusters Score -5499938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Entering Unmasked Estep 
Score: -1232797.375000 Penalty: 1545.013306
	Iteration 0F: 2 clusters Score -1232797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1223384.750000 Penalty: 3090.026611
	Iteration 0F: 3 clusters Score -1223385 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1226587.875000 Penalty: 3090.026611
	Iteration 1F: 3 clusters Score -1226588 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1226908.250000 Penalty: 3090.026611
	Iteration 2F: 3 clusters Score -1226908 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1227228.875000 Penalty: 3090.026611
	Iteration 3F: 3 clusters Score -1227229 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1227568.125000 Penalty: 3090.026611
	Iteration 4Q: 3 clusters Score -1227568 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1228012.375000 Penalty: 3090.026611
	Iteration 5Q: 3 clusters Score -1228012 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1228683.000000 Penalty: 3090.026611
	Iteration 6F: 3 clusters Score -1228683 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1229385.875000 Penalty: 3090.026611
	Iteration 7F: 3 clusters Score -1229386 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1230067.875000 Penalty: 3090.026611
	Iteration 8F: 3 clusters Score -1230068 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1230581.500000 Penalty: 3090.026611
	Iteration 9F: 3 clusters Score -1230582 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1230901.875000 Penalty: 3090.026611
	Iteration 10Q: 3 clusters Score -1230902 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1231113.500000 Penalty: 3090.026611
	Iteration 11Q: 3 clusters Score -1231114 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1231274.625000 Penalty: 3090.026611
	Iteration 12Q: 3 clusters Score -1231275 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1231429.875000 Penalty: 3090.026611
	Iteration 13Q: 3 clusters Score -1231430 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1231567.500000 Penalty: 3090.026611
	Iteration 14Q: 3 clusters Score -1231568 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1231721.375000 Penalty: 3090.026611
	Iteration 15Q: 3 clusters Score -1231721 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1231888.250000 Penalty: 3090.026611
	Iteration 16Q: 3 clusters Score -1231888 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1232065.625000 Penalty: 3090.026611
	Iteration 17Q: 3 clusters Score -1232066 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1232225.375000 Penalty: 3090.026611
	Iteration 18Q: 3 clusters Score -1232225 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1232349.375000 Penalty: 3090.026611
	Iteration 19Q: 3 clusters Score -1232349 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1232466.250000 Penalty: 3090.026611
	Iteration 20F: 3 clusters Score -1232466 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1232547.000000 Penalty: 3090.026611
	Iteration 21Q: 3 clusters Score -1232547 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1232615.250000 Penalty: 3090.026611
	Iteration 22Q: 3 clusters Score -1232615 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1232688.875000 Penalty: 3090.026611
	Iteration 23Q: 3 clusters Score -1232689 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1232759.250000 Penalty: 3090.026611
	Iteration 24Q: 3 clusters Score -1232759 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1232826.625000 Penalty: 3090.026611
	Iteration 25Q: 3 clusters Score -1232827 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1232883.625000 Penalty: 3090.026611
	Iteration 26Q: 3 clusters Score -1232884 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1232941.250000 Penalty: 3090.026611
	Iteration 27Q: 3 clusters Score -1232941 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1232991.125000 Penalty: 3090.026611
	Iteration 28Q: 3 clusters Score -1232991 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1233038.625000 Penalty: 3090.026611
	Iteration 29Q: 3 clusters Score -1233039 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1233103.375000 Penalty: 3090.026611
	Iteration 30Q: 3 clusters Score -1233103 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1233131.375000 Penalty: 3090.026611
	Iteration 31Q: 3 clusters Score -1233131 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1233158.750000 Penalty: 3090.026611
	Iteration 32Q: 3 clusters Score -1233159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1233175.750000 Penalty: 3090.026611
	Iteration 33Q: 3 clusters Score -1233176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1233186.500000 Penalty: 3090.026611
	Iteration 34Q: 3 clusters Score -1233186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1233189.625000 Penalty: 3090.026611
	Iteration 35Q: 3 clusters Score -1233190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1233191.750000 Penalty: 3090.026611
	Iteration 36Q: 3 clusters Score -1233192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1233194.250000 Penalty: 3090.026611
	Iteration 37Q: 3 clusters Score -1233194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1233198.250000 Penalty: 3090.026611
	Iteration 38Q: 3 clusters Score -1233198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1233198.250000 Penalty: 3090.026611
	Iteration 39Q: 3 clusters Score -1233198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1233201.250000 Penalty: 3090.026611
	Iteration 40F: 3 clusters Score -1233201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1233204.125000 Penalty: 3090.026611
	Iteration 41Q: 3 clusters Score -1233204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1233202.375000 Penalty: 3090.026611
	Iteration 42Q: 3 clusters Score -1233202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1233202.875000 Penalty: 3090.026611
	Iteration 43Q: 3 clusters Score -1233203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1233202.875000 Penalty: 3090.026611
	Iteration 44F: 3 clusters Score -1233203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87396 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5860 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 60267 members 
Mstep: Class 10 contains 2989 members 
Mstep: Class 11 contains 200475 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8265 members 
Mstep: Class 14 contains 16560 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13553 members 
Mstep: Class 19 contains 11819 members 
Mstep: Class 20 contains 15442 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 76088 members 
Mstep: Class 23 contains 7376 members 
Mstep: Class 24 contains 10475 members 
Entering Unmasked Estep 
Score: -53852672.000000 Penalty: 51850.226562
Splitting cluster 10 changes total score from -53852812.000000 to -53852672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (200475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200475 members 
Entering Unmasked Estep 
Score: -18353042.000000 Penalty: 1983.872192
	Iteration 0F: 2 clusters Score -1.835304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100379 members 
Mstep: Class 2 contains 100096 members 
Entering Unmasked Estep 
Score: -18219640.000000 Penalty: 3967.744385
	Iteration 0F: 3 clusters Score -1.821964e+07 nChanged 97271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -18277408.000000 Penalty: 3967.744385
	Iteration 1F: 3 clusters Score -1.827741e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107930 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -18278838.000000 Penalty: 3967.744385
	Iteration 2Q: 3 clusters Score -1.827884e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112576 members 
Mstep: Class 2 contains 87899 members 
Entering Unmasked Estep 
Score: -18281120.000000 Penalty: 3967.744385
	Iteration 3Q: 3 clusters Score -1.828112e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119597 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -18284700.000000 Penalty: 3967.744385
	Iteration 4Q: 3 clusters Score -1.82847e+07 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129547 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -18291136.000000 Penalty: 3967.744385
	Iteration 5F: 3 clusters Score -1.829114e+07 nChanged 14651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142896 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -18301066.000000 Penalty: 3967.744385
	Iteration 6F: 3 clusters Score -1.830107e+07 nChanged 16553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158787 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -18313988.000000 Penalty: 3967.744385
	Iteration 7F: 3 clusters Score -1.831399e+07 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174585 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -18328208.000000 Penalty: 3967.744385
	Iteration 8F: 3 clusters Score -1.832821e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187045 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -18339428.000000 Penalty: 3967.744385
	Iteration 9F: 3 clusters Score -1.833943e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194704 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -18346296.000000 Penalty: 3967.744385
	Iteration 10Q: 3 clusters Score -1.83463e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198290 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -18349552.000000 Penalty: 3967.744385
	Iteration 11Q: 3 clusters Score -1.834955e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199602 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -18350518.000000 Penalty: 3967.744385
	Iteration 12Q: 3 clusters Score -1.835052e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200066 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -18350934.000000 Penalty: 3967.744385
	Iteration 13Q: 3 clusters Score -1.835093e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200207 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18351108.000000 Penalty: 3967.744385
	Iteration 14Q: 3 clusters Score -1.835111e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200246 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18351160.000000 Penalty: 3967.744385
	Iteration 15Q: 3 clusters Score -1.835116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200267 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18351188.000000 Penalty: 3967.744385
	Iteration 16Q: 3 clusters Score -1.835119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200282 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18351226.000000 Penalty: 3967.744385
	Iteration 17Q: 3 clusters Score -1.835123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200290 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18351244.000000 Penalty: 3967.744385
	Iteration 18Q: 3 clusters Score -1.835124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200295 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18351254.000000 Penalty: 3967.744385
	Iteration 19Q: 3 clusters Score -1.835125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200299 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18351272.000000 Penalty: 3967.744385
	Iteration 20F: 3 clusters Score -1.835127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200303 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18351268.000000 Penalty: 3967.744385
	Iteration 21Q: 3 clusters Score -1.835127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200301 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18351266.000000 Penalty: 3967.744385
	Iteration 22Q: 3 clusters Score -1.835127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200301 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18351266.000000 Penalty: 3967.744385
	Iteration 23F: 3 clusters Score -1.835127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -200046.937500 Penalty: 1256.153442
	Iteration 0F: 2 clusters Score -200046.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -197799.875000 Penalty: 2512.306885
	Iteration 0F: 3 clusters Score -197799.9 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -198336.375000 Penalty: 2512.306885
	Iteration 1F: 3 clusters Score -198336.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -198492.296875 Penalty: 2512.306885
	Iteration 2F: 3 clusters Score -198492.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -198599.593750 Penalty: 2512.306885
	Iteration 3F: 3 clusters Score -198599.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -198705.421875 Penalty: 2512.306885
	Iteration 4F: 3 clusters Score -198705.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -198791.578125 Penalty: 2512.306885
	Iteration 5Q: 3 clusters Score -198791.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -198858.593750 Penalty: 2512.306885
	Iteration 6Q: 3 clusters Score -198858.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -198906.187500 Penalty: 2512.306885
	Iteration 7Q: 3 clusters Score -198906.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -198937.734375 Penalty: 2512.306885
	Iteration 8Q: 3 clusters Score -198937.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -198963.843750 Penalty: 2512.306885
	Iteration 9Q: 3 clusters Score -198963.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -198980.187500 Penalty: 2512.306885
	Iteration 10Q: 3 clusters Score -198980.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -198997.343750 Penalty: 2512.306885
	Iteration 11Q: 3 clusters Score -198997.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -199012.484375 Penalty: 2512.306885
	Iteration 12Q: 3 clusters Score -199012.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -199032.468750 Penalty: 2512.306885
	Iteration 13Q: 3 clusters Score -199032.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -199055.796875 Penalty: 2512.306885
	Iteration 14Q: 3 clusters Score -199055.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -199068.750000 Penalty: 2512.306885
	Iteration 15Q: 3 clusters Score -199068.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -199076.859375 Penalty: 2512.306885
	Iteration 16Q: 3 clusters Score -199076.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -199084.062500 Penalty: 2512.306885
	Iteration 17Q: 3 clusters Score -199084.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -199089.828125 Penalty: 2512.306885
	Iteration 18Q: 3 clusters Score -199089.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -199095.593750 Penalty: 2512.306885
	Iteration 19Q: 3 clusters Score -199095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -199100.140625 Penalty: 2512.306885
	Iteration 20F: 3 clusters Score -199100.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -199106.625000 Penalty: 2512.306885
	Iteration 21Q: 3 clusters Score -199106.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -199114.000000 Penalty: 2512.306885
	Iteration 22Q: 3 clusters Score -199114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -199121.937500 Penalty: 2512.306885
	Iteration 23Q: 3 clusters Score -199121.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -199128.593750 Penalty: 2512.306885
	Iteration 24Q: 3 clusters Score -199128.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -199132.500000 Penalty: 2512.306885
	Iteration 25Q: 3 clusters Score -199132.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -199137.687500 Penalty: 2512.306885
	Iteration 26Q: 3 clusters Score -199137.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -199144.250000 Penalty: 2512.306885
	Iteration 27Q: 3 clusters Score -199144.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -199154.046875 Penalty: 2512.306885
	Iteration 28Q: 3 clusters Score -199154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -199159.781250 Penalty: 2512.306885
	Iteration 29Q: 3 clusters Score -199159.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -199165.109375 Penalty: 2512.306885
	Iteration 30Q: 3 clusters Score -199165.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -199173.671875 Penalty: 2512.306885
	Iteration 31Q: 3 clusters Score -199173.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -199179.359375 Penalty: 2512.306885
	Iteration 32Q: 3 clusters Score -199179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -199185.203125 Penalty: 2512.306885
	Iteration 33Q: 3 clusters Score -199185.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -199189.781250 Penalty: 2512.306885
	Iteration 34Q: 3 clusters Score -199189.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -199195.015625 Penalty: 2512.306885
	Iteration 35Q: 3 clusters Score -199195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -199200.765625 Penalty: 2512.306885
	Iteration 36Q: 3 clusters Score -199200.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -199205.140625 Penalty: 2512.306885
	Iteration 37Q: 3 clusters Score -199205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -199207.156250 Penalty: 2512.306885
	Iteration 38Q: 3 clusters Score -199207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -199209.390625 Penalty: 2512.306885
	Iteration 39Q: 3 clusters Score -199209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -199210.828125 Penalty: 2512.306885
	Iteration 40F: 3 clusters Score -199210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -199212.078125 Penalty: 2512.306885
	Iteration 41Q: 3 clusters Score -199212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -199212.781250 Penalty: 2512.306885
	Iteration 42Q: 3 clusters Score -199212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -199212.968750 Penalty: 2512.306885
	Iteration 43Q: 3 clusters Score -199213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -199212.968750 Penalty: 2512.306885
	Iteration 44F: 3 clusters Score -199213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Entering Unmasked Estep 
Score: -681166.750000 Penalty: 1465.715088
	Iteration 0F: 2 clusters Score -681166.8 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 4086 members 
Entering Unmasked Estep 
Score: -675212.687500 Penalty: 2931.430176
	Iteration 0F: 3 clusters Score -675212.7 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -677202.437500 Penalty: 2931.430176
	Iteration 1F: 3 clusters Score -677202.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -677623.125000 Penalty: 2931.430176
	Iteration 2F: 3 clusters Score -677623.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -678061.500000 Penalty: 2931.430176
	Iteration 3F: 3 clusters Score -678061.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -678465.687500 Penalty: 2931.430176
	Iteration 4F: 3 clusters Score -678465.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -678848.937500 Penalty: 2931.430176
	Iteration 5F: 3 clusters Score -678848.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -679131.125000 Penalty: 2931.430176
	Iteration 6F: 3 clusters Score -679131.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -679338.562500 Penalty: 2931.430176
	Iteration 7Q: 3 clusters Score -679338.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -679459.750000 Penalty: 2931.430176
	Iteration 8Q: 3 clusters Score -679459.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -679532.437500 Penalty: 2931.430176
	Iteration 9Q: 3 clusters Score -679532.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -679571.875000 Penalty: 2931.430176
	Iteration 10Q: 3 clusters Score -679571.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -679598.000000 Penalty: 2931.430176
	Iteration 11Q: 3 clusters Score -679598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -679614.875000 Penalty: 2931.430176
	Iteration 12Q: 3 clusters Score -679614.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -679624.125000 Penalty: 2931.430176
	Iteration 13Q: 3 clusters Score -679624.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -679629.812500 Penalty: 2931.430176
	Iteration 14Q: 3 clusters Score -679629.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -679633.687500 Penalty: 2931.430176
	Iteration 15Q: 3 clusters Score -679633.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -679636.812500 Penalty: 2931.430176
	Iteration 16Q: 3 clusters Score -679636.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -679640.687500 Penalty: 2931.430176
	Iteration 17Q: 3 clusters Score -679640.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -679643.937500 Penalty: 2931.430176
	Iteration 18Q: 3 clusters Score -679643.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -679645.937500 Penalty: 2931.430176
	Iteration 19Q: 3 clusters Score -679645.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -679648.812500 Penalty: 2931.430176
	Iteration 20F: 3 clusters Score -679648.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -679650.562500 Penalty: 2931.430176
	Iteration 21Q: 3 clusters Score -679650.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -679652.875000 Penalty: 2931.430176
	Iteration 22Q: 3 clusters Score -679652.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -679655.875000 Penalty: 2931.430176
	Iteration 23Q: 3 clusters Score -679655.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -679656.875000 Penalty: 2931.430176
	Iteration 24Q: 3 clusters Score -679656.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -679659.937500 Penalty: 2931.430176
	Iteration 25Q: 3 clusters Score -679659.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -679660.562500 Penalty: 2931.430176
	Iteration 26Q: 3 clusters Score -679660.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -679660.000000 Penalty: 2931.430176
	Iteration 27Q: 3 clusters Score -679660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -679659.437500 Penalty: 2931.430176
	Iteration 28Q: 3 clusters Score -679659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -679660.500000 Penalty: 2931.430176
	Iteration 29Q: 3 clusters Score -679660.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -679658.812500 Penalty: 2931.430176
	Iteration 30Q: 3 clusters Score -679658.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -679663.562500 Penalty: 2931.430176
	Iteration 31Q: 3 clusters Score -679663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -679662.187500 Penalty: 2931.430176
	Iteration 32Q: 3 clusters Score -679662.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -679664.375000 Penalty: 2931.430176
	Iteration 33Q: 3 clusters Score -679664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -679665.187500 Penalty: 2931.430176
	Iteration 34Q: 3 clusters Score -679665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -679664.937500 Penalty: 2931.430176
	Iteration 35Q: 3 clusters Score -679664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -679665.187500 Penalty: 2931.430176
	Iteration 36Q: 3 clusters Score -679665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -679665.437500 Penalty: 2931.430176
	Iteration 37Q: 3 clusters Score -679665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -679665.625000 Penalty: 2931.430176
	Iteration 38Q: 3 clusters Score -679665.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -679665.125000 Penalty: 2931.430176
	Iteration 39Q: 3 clusters Score -679665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -679665.500000 Penalty: 2931.430176
	Iteration 40F: 3 clusters Score -679665.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -679665.562500 Penalty: 2931.430176
	Iteration 41Q: 3 clusters Score -679665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -679666.000000 Penalty: 2931.430176
	Iteration 42Q: 3 clusters Score -679666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -679665.875000 Penalty: 2931.430176
	Iteration 43Q: 3 clusters Score -679665.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -679665.187500 Penalty: 2931.430176
	Iteration 44Q: 3 clusters Score -679665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -679666.875000 Penalty: 2931.430176
	Iteration 45Q: 3 clusters Score -679666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -679666.562500 Penalty: 2931.430176
	Iteration 46Q: 3 clusters Score -679666.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -679667.437500 Penalty: 2931.430176
	Iteration 47Q: 3 clusters Score -679667.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -679667.437500 Penalty: 2931.430176
	Iteration 48F: 3 clusters Score -679667.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Entering Unmasked Estep 
Score: -1552123.000000 Penalty: 1578.646118
	Iteration 0F: 2 clusters Score -1552123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1540719.625000 Penalty: 3157.292236
	Iteration 0F: 3 clusters Score -1540720 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1544719.375000 Penalty: 3157.292236
	Iteration 1F: 3 clusters Score -1544719 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1545036.750000 Penalty: 3157.292236
	Iteration 2F: 3 clusters Score -1545037 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1545360.000000 Penalty: 3157.292236
	Iteration 3Q: 3 clusters Score -1545360 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1545740.625000 Penalty: 3157.292236
	Iteration 4F: 3 clusters Score -1545741 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1546257.750000 Penalty: 3157.292236
	Iteration 5F: 3 clusters Score -1546258 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1546915.500000 Penalty: 3157.292236
	Iteration 6F: 3 clusters Score -1546916 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1547682.000000 Penalty: 3157.292236
	Iteration 7F: 3 clusters Score -1547682 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1548448.125000 Penalty: 3157.292236
	Iteration 8F: 3 clusters Score -1548448 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1549187.875000 Penalty: 3157.292236
	Iteration 9F: 3 clusters Score -1549188 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1549767.500000 Penalty: 3157.292236
	Iteration 10Q: 3 clusters Score -1549768 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1550154.250000 Penalty: 3157.292236
	Iteration 11Q: 3 clusters Score -1550154 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1550361.625000 Penalty: 3157.292236
	Iteration 12Q: 3 clusters Score -1550362 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1550489.875000 Penalty: 3157.292236
	Iteration 13Q: 3 clusters Score -1550490 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1550584.000000 Penalty: 3157.292236
	Iteration 14Q: 3 clusters Score -1550584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1550642.375000 Penalty: 3157.292236
	Iteration 15Q: 3 clusters Score -1550642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1550687.000000 Penalty: 3157.292236
	Iteration 16Q: 3 clusters Score -1550687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1550718.500000 Penalty: 3157.292236
	Iteration 17Q: 3 clusters Score -1550718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1550743.625000 Penalty: 3157.292236
	Iteration 18Q: 3 clusters Score -1550744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1550773.375000 Penalty: 3157.292236
	Iteration 19Q: 3 clusters Score -1550773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1550787.875000 Penalty: 3157.292236
	Iteration 20F: 3 clusters Score -1550788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1550801.500000 Penalty: 3157.292236
	Iteration 21Q: 3 clusters Score -1550802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1550813.125000 Penalty: 3157.292236
	Iteration 22Q: 3 clusters Score -1550813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1550824.625000 Penalty: 3157.292236
	Iteration 23Q: 3 clusters Score -1550825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1550836.125000 Penalty: 3157.292236
	Iteration 24Q: 3 clusters Score -1550836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1550843.500000 Penalty: 3157.292236
	Iteration 25Q: 3 clusters Score -1550844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1550846.375000 Penalty: 3157.292236
	Iteration 26Q: 3 clusters Score -1550846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1550848.375000 Penalty: 3157.292236
	Iteration 27Q: 3 clusters Score -1550848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1550854.250000 Penalty: 3157.292236
	Iteration 28Q: 3 clusters Score -1550854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1550855.500000 Penalty: 3157.292236
	Iteration 29Q: 3 clusters Score -1550856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1550855.875000 Penalty: 3157.292236
	Iteration 30Q: 3 clusters Score -1550856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1550856.750000 Penalty: 3157.292236
	Iteration 31Q: 3 clusters Score -1550857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1550855.750000 Penalty: 3157.292236
	Iteration 32Q: 3 clusters Score -1550856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1550856.750000 Penalty: 3157.292236
	Iteration 33Q: 3 clusters Score -1550857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1550862.875000 Penalty: 3157.292236
	Iteration 34Q: 3 clusters Score -1550863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1550865.000000 Penalty: 3157.292236
	Iteration 35Q: 3 clusters Score -1550865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1550867.500000 Penalty: 3157.292236
	Iteration 36Q: 3 clusters Score -1550868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1550870.125000 Penalty: 3157.292236
	Iteration 37Q: 3 clusters Score -1550870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1550871.000000 Penalty: 3157.292236
	Iteration 38Q: 3 clusters Score -1550871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1550871.000000 Penalty: 3157.292236
	Iteration 39F: 3 clusters Score -1550871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Entering Unmasked Estep 
Score: -406111.781250 Penalty: 1362.864258
	Iteration 0F: 2 clusters Score -406111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -402546.218750 Penalty: 2725.728516
	Iteration 0F: 3 clusters Score -402546.2 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -403607.437500 Penalty: 2725.728516
	Iteration 1F: 3 clusters Score -403607.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -403913.531250 Penalty: 2725.728516
	Iteration 2F: 3 clusters Score -403913.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -404204.687500 Penalty: 2725.728516
	Iteration 3F: 3 clusters Score -404204.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -404460.937500 Penalty: 2725.728516
	Iteration 4F: 3 clusters Score -404460.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -404717.968750 Penalty: 2725.728516
	Iteration 5F: 3 clusters Score -404718 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -405009.375000 Penalty: 2725.728516
	Iteration 6F: 3 clusters Score -405009.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -405281.593750 Penalty: 2725.728516
	Iteration 7F: 3 clusters Score -405281.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -405499.687500 Penalty: 2725.728516
	Iteration 8Q: 3 clusters Score -405499.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -405652.125000 Penalty: 2725.728516
	Iteration 9Q: 3 clusters Score -405652.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -405753.281250 Penalty: 2725.728516
	Iteration 10Q: 3 clusters Score -405753.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -405800.968750 Penalty: 2725.728516
	Iteration 11Q: 3 clusters Score -405801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -405832.000000 Penalty: 2725.728516
	Iteration 12Q: 3 clusters Score -405832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -405856.750000 Penalty: 2725.728516
	Iteration 13Q: 3 clusters Score -405856.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -405869.812500 Penalty: 2725.728516
	Iteration 14Q: 3 clusters Score -405869.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -405876.593750 Penalty: 2725.728516
	Iteration 15Q: 3 clusters Score -405876.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -405881.375000 Penalty: 2725.728516
	Iteration 16Q: 3 clusters Score -405881.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -405885.625000 Penalty: 2725.728516
	Iteration 17Q: 3 clusters Score -405885.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -405888.468750 Penalty: 2725.728516
	Iteration 18Q: 3 clusters Score -405888.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -405888.125000 Penalty: 2725.728516
	Iteration 19Q: 3 clusters Score -405888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -405888.125000 Penalty: 2725.728516
	Iteration 20F: 3 clusters Score -405888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Entering Unmasked Estep 
Score: -478803.437500 Penalty: 1393.174927
	Iteration 0F: 2 clusters Score -478803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -474626.937500 Penalty: 2786.349854
	Iteration 0F: 3 clusters Score -474626.9 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -475834.468750 Penalty: 2786.349854
	Iteration 1F: 3 clusters Score -475834.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -476036.406250 Penalty: 2786.349854
	Iteration 2F: 3 clusters Score -476036.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -476185.250000 Penalty: 2786.349854
	Iteration 3F: 3 clusters Score -476185.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -476307.031250 Penalty: 2786.349854
	Iteration 4Q: 3 clusters Score -476307 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -476431.125000 Penalty: 2786.349854
	Iteration 5Q: 3 clusters Score -476431.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -476568.250000 Penalty: 2786.349854
	Iteration 6Q: 3 clusters Score -476568.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -476715.187500 Penalty: 2786.349854
	Iteration 7Q: 3 clusters Score -476715.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -476852.843750 Penalty: 2786.349854
	Iteration 8Q: 3 clusters Score -476852.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -476990.625000 Penalty: 2786.349854
	Iteration 9Q: 3 clusters Score -476990.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -477098.093750 Penalty: 2786.349854
	Iteration 10Q: 3 clusters Score -477098.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -477199.968750 Penalty: 2786.349854
	Iteration 11Q: 3 clusters Score -477200 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -477296.218750 Penalty: 2786.349854
	Iteration 12Q: 3 clusters Score -477296.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -477353.250000 Penalty: 2786.349854
	Iteration 13Q: 3 clusters Score -477353.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -477387.593750 Penalty: 2786.349854
	Iteration 14Q: 3 clusters Score -477387.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -477408.937500 Penalty: 2786.349854
	Iteration 15Q: 3 clusters Score -477408.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -477427.093750 Penalty: 2786.349854
	Iteration 16Q: 3 clusters Score -477427.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -477439.468750 Penalty: 2786.349854
	Iteration 17Q: 3 clusters Score -477439.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -477452.156250 Penalty: 2786.349854
	Iteration 18Q: 3 clusters Score -477452.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -477471.187500 Penalty: 2786.349854
	Iteration 19Q: 3 clusters Score -477471.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -477493.031250 Penalty: 2786.349854
	Iteration 20F: 3 clusters Score -477493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -477515.687500 Penalty: 2786.349854
	Iteration 21Q: 3 clusters Score -477515.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -477538.312500 Penalty: 2786.349854
	Iteration 22Q: 3 clusters Score -477538.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -477554.000000 Penalty: 2786.349854
	Iteration 23Q: 3 clusters Score -477554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -477576.312500 Penalty: 2786.349854
	Iteration 24Q: 3 clusters Score -477576.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -477611.812500 Penalty: 2786.349854
	Iteration 25Q: 3 clusters Score -477611.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -477657.093750 Penalty: 2786.349854
	Iteration 26Q: 3 clusters Score -477657.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -477697.656250 Penalty: 2786.349854
	Iteration 27Q: 3 clusters Score -477697.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -477724.812500 Penalty: 2786.349854
	Iteration 28Q: 3 clusters Score -477724.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -477746.750000 Penalty: 2786.349854
	Iteration 29Q: 3 clusters Score -477746.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -477762.750000 Penalty: 2786.349854
	Iteration 30Q: 3 clusters Score -477762.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -477776.062500 Penalty: 2786.349854
	Iteration 31Q: 3 clusters Score -477776.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -477785.125000 Penalty: 2786.349854
	Iteration 32Q: 3 clusters Score -477785.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -477793.500000 Penalty: 2786.349854
	Iteration 33Q: 3 clusters Score -477793.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -477800.687500 Penalty: 2786.349854
	Iteration 34Q: 3 clusters Score -477800.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -477804.468750 Penalty: 2786.349854
	Iteration 35Q: 3 clusters Score -477804.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -477807.125000 Penalty: 2786.349854
	Iteration 36Q: 3 clusters Score -477807.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -477811.062500 Penalty: 2786.349854
	Iteration 37Q: 3 clusters Score -477811.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -477812.750000 Penalty: 2786.349854
	Iteration 38Q: 3 clusters Score -477812.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -477817.000000 Penalty: 2786.349854
	Iteration 39Q: 3 clusters Score -477817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -477823.218750 Penalty: 2786.349854
	Iteration 40F: 3 clusters Score -477823.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -477827.687500 Penalty: 2786.349854
	Iteration 41Q: 3 clusters Score -477827.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -477831.937500 Penalty: 2786.349854
	Iteration 42Q: 3 clusters Score -477831.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -477839.312500 Penalty: 2786.349854
	Iteration 43Q: 3 clusters Score -477839.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -477844.125000 Penalty: 2786.349854
	Iteration 44Q: 3 clusters Score -477844.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -477847.062500 Penalty: 2786.349854
	Iteration 45Q: 3 clusters Score -477847.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -477850.156250 Penalty: 2786.349854
	Iteration 46Q: 3 clusters Score -477850.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -477853.218750 Penalty: 2786.349854
	Iteration 47Q: 3 clusters Score -477853.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -477855.406250 Penalty: 2786.349854
	Iteration 48Q: 3 clusters Score -477855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -477856.218750 Penalty: 2786.349854
	Iteration 49Q: 3 clusters Score -477856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -477857.312500 Penalty: 2786.349854
	Iteration 50Q: 3 clusters Score -477857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -477858.125000 Penalty: 2786.349854
	Iteration 51Q: 3 clusters Score -477858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -477859.375000 Penalty: 2786.349854
	Iteration 52Q: 3 clusters Score -477859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -477859.312500 Penalty: 2786.349854
	Iteration 53Q: 3 clusters Score -477859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -477859.000000 Penalty: 2786.349854
	Iteration 54Q: 3 clusters Score -477859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -477859.000000 Penalty: 2786.349854
	Iteration 55F: 3 clusters Score -477859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -47428.546875 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -47428.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46343.218750 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -46343.22 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46519.519531 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -46519.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46579.472656 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -46579.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46629.726562 Penalty: 2057.159424
	Iteration 3Q: 3 clusters Score -46629.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46679.851562 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -46679.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46758.398438 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -46758.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -46839.691406 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -46839.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -46921.136719 Penalty: 2057.159424
	Iteration 7F: 3 clusters Score -46921.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47041.687500 Penalty: 2057.159424
	Iteration 8F: 3 clusters Score -47041.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47145.449219 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -47145.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47240.156250 Penalty: 2057.159424
	Iteration 10Q: 3 clusters Score -47240.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47319.601562 Penalty: 2057.159424
	Iteration 11Q: 3 clusters Score -47319.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47374.753906 Penalty: 2057.159424
	Iteration 12Q: 3 clusters Score -47374.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47433.355469 Penalty: 2057.159424
	Iteration 13Q: 3 clusters Score -47433.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47450.558594 Penalty: 2057.159424
	Iteration 14Q: 3 clusters Score -47450.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -47462.234375 Penalty: 2057.159424
	Iteration 15Q: 3 clusters Score -47462.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47467.621094 Penalty: 2057.159424
	Iteration 16Q: 3 clusters Score -47467.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47470.886719 Penalty: 2057.159424
	Iteration 17Q: 3 clusters Score -47470.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47470.886719 Penalty: 2057.159424
	Iteration 18F: 3 clusters Score -47470.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87396 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5860 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 60267 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 200475 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8265 members 
Mstep: Class 14 contains 16560 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 228 members 
Mstep: Class 18 contains 13553 members 
Mstep: Class 19 contains 11819 members 
Mstep: Class 20 contains 15442 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 76088 members 
Mstep: Class 23 contains 7376 members 
Mstep: Class 24 contains 333 members 
Entering Unmasked Estep 
Score: -53851796.000000 Penalty: 51850.226562
Splitting cluster 17 changes total score from -53852812.000000 to -53851796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (13553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Entering Unmasked Estep 
Score: -1270575.625000 Penalty: 1546.083984
	Iteration 0F: 2 clusters Score -1270576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1261179.375000 Penalty: 3092.167969
	Iteration 0F: 3 clusters Score -1261179 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1264441.500000 Penalty: 3092.167969
	Iteration 1F: 3 clusters Score -1264442 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1264800.250000 Penalty: 3092.167969
	Iteration 2F: 3 clusters Score -1264800 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1265097.000000 Penalty: 3092.167969
	Iteration 3Q: 3 clusters Score -1265097 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1265399.000000 Penalty: 3092.167969
	Iteration 4Q: 3 clusters Score -1265399 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1265789.875000 Penalty: 3092.167969
	Iteration 5Q: 3 clusters Score -1265790 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1266219.875000 Penalty: 3092.167969
	Iteration 6Q: 3 clusters Score -1266220 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1266682.000000 Penalty: 3092.167969
	Iteration 7Q: 3 clusters Score -1266682 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1267075.000000 Penalty: 3092.167969
	Iteration 8Q: 3 clusters Score -1267075 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1267443.000000 Penalty: 3092.167969
	Iteration 9Q: 3 clusters Score -1267443 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1267743.000000 Penalty: 3092.167969
	Iteration 10Q: 3 clusters Score -1267743 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1267975.375000 Penalty: 3092.167969
	Iteration 11Q: 3 clusters Score -1267975 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1268163.375000 Penalty: 3092.167969
	Iteration 12Q: 3 clusters Score -1268163 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1268306.000000 Penalty: 3092.167969
	Iteration 13Q: 3 clusters Score -1268306 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1268416.125000 Penalty: 3092.167969
	Iteration 14Q: 3 clusters Score -1268416 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1268489.750000 Penalty: 3092.167969
	Iteration 15Q: 3 clusters Score -1268490 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1268540.250000 Penalty: 3092.167969
	Iteration 16Q: 3 clusters Score -1268540 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1268588.250000 Penalty: 3092.167969
	Iteration 17Q: 3 clusters Score -1268588 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1268634.000000 Penalty: 3092.167969
	Iteration 18Q: 3 clusters Score -1268634 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1268667.000000 Penalty: 3092.167969
	Iteration 19Q: 3 clusters Score -1268667 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1268711.250000 Penalty: 3092.167969
	Iteration 20F: 3 clusters Score -1268711 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1268736.375000 Penalty: 3092.167969
	Iteration 21Q: 3 clusters Score -1268736 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1268764.375000 Penalty: 3092.167969
	Iteration 22Q: 3 clusters Score -1268764 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1268788.625000 Penalty: 3092.167969
	Iteration 23Q: 3 clusters Score -1268789 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1268805.375000 Penalty: 3092.167969
	Iteration 24Q: 3 clusters Score -1268805 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1268827.500000 Penalty: 3092.167969
	Iteration 25Q: 3 clusters Score -1268828 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1268837.500000 Penalty: 3092.167969
	Iteration 26Q: 3 clusters Score -1268838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1268856.500000 Penalty: 3092.167969
	Iteration 27Q: 3 clusters Score -1268856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1268869.875000 Penalty: 3092.167969
	Iteration 28Q: 3 clusters Score -1268870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1268884.875000 Penalty: 3092.167969
	Iteration 29Q: 3 clusters Score -1268885 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1268901.750000 Penalty: 3092.167969
	Iteration 30Q: 3 clusters Score -1268902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1268916.875000 Penalty: 3092.167969
	Iteration 31Q: 3 clusters Score -1268917 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1268937.125000 Penalty: 3092.167969
	Iteration 32Q: 3 clusters Score -1268937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1268939.125000 Penalty: 3092.167969
	Iteration 33Q: 3 clusters Score -1268939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1268948.500000 Penalty: 3092.167969
	Iteration 34Q: 3 clusters Score -1268948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1268960.750000 Penalty: 3092.167969
	Iteration 35Q: 3 clusters Score -1268961 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1268970.875000 Penalty: 3092.167969
	Iteration 36Q: 3 clusters Score -1268971 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1268976.250000 Penalty: 3092.167969
	Iteration 37Q: 3 clusters Score -1268976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1268991.875000 Penalty: 3092.167969
	Iteration 38Q: 3 clusters Score -1268992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1268997.750000 Penalty: 3092.167969
	Iteration 39Q: 3 clusters Score -1268998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1269000.875000 Penalty: 3092.167969
	Iteration 40F: 3 clusters Score -1269001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1269006.125000 Penalty: 3092.167969
	Iteration 41Q: 3 clusters Score -1269006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1269012.000000 Penalty: 3092.167969
	Iteration 42Q: 3 clusters Score -1269012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1269017.250000 Penalty: 3092.167969
	Iteration 43Q: 3 clusters Score -1269017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1269021.250000 Penalty: 3092.167969
	Iteration 44Q: 3 clusters Score -1269021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1269027.250000 Penalty: 3092.167969
	Iteration 45Q: 3 clusters Score -1269027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1269034.750000 Penalty: 3092.167969
	Iteration 46Q: 3 clusters Score -1269035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1269037.375000 Penalty: 3092.167969
	Iteration 47Q: 3 clusters Score -1269037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1269038.375000 Penalty: 3092.167969
	Iteration 48Q: 3 clusters Score -1269038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1269040.250000 Penalty: 3092.167969
	Iteration 49Q: 3 clusters Score -1269040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1269040.875000 Penalty: 3092.167969
	Iteration 50Q: 3 clusters Score -1269041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1269041.750000 Penalty: 3092.167969
	Iteration 51Q: 3 clusters Score -1269042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1269041.625000 Penalty: 3092.167969
	Iteration 52Q: 3 clusters Score -1269042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1269041.750000 Penalty: 3092.167969
	Iteration 53Q: 3 clusters Score -1269042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1269041.250000 Penalty: 3092.167969
	Iteration 54Q: 3 clusters Score -1269041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1269040.000000 Penalty: 3092.167969
	Iteration 55Q: 3 clusters Score -1269040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1269041.500000 Penalty: 3092.167969
	Iteration 56Q: 3 clusters Score -1269042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1269041.875000 Penalty: 3092.167969
	Iteration 57Q: 3 clusters Score -1269042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1269043.125000 Penalty: 3092.167969
	Iteration 58Q: 3 clusters Score -1269043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1269041.875000 Penalty: 3092.167969
	Iteration 59Q: 3 clusters Score -1269042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1269045.750000 Penalty: 3092.167969
	Iteration 60F: 3 clusters Score -1269046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1269047.000000 Penalty: 3092.167969
	Iteration 61Q: 3 clusters Score -1269047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1269047.500000 Penalty: 3092.167969
	Iteration 62Q: 3 clusters Score -1269048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1269045.500000 Penalty: 3092.167969
	Iteration 63Q: 3 clusters Score -1269046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1269044.375000 Penalty: 3092.167969
	Iteration 64Q: 3 clusters Score -1269044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1269044.625000 Penalty: 3092.167969
	Iteration 65Q: 3 clusters Score -1269045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1269044.625000 Penalty: 3092.167969
	Iteration 66Q: 3 clusters Score -1269045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1269047.250000 Penalty: 3092.167969
	Iteration 67Q: 3 clusters Score -1269047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1269047.875000 Penalty: 3092.167969
	Iteration 68Q: 3 clusters Score -1269048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1269047.125000 Penalty: 3092.167969
	Iteration 69Q: 3 clusters Score -1269047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1269046.375000 Penalty: 3092.167969
	Iteration 70Q: 3 clusters Score -1269046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1269048.000000 Penalty: 3092.167969
	Iteration 71Q: 3 clusters Score -1269048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1269047.750000 Penalty: 3092.167969
	Iteration 72Q: 3 clusters Score -1269048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1269046.000000 Penalty: 3092.167969
	Iteration 73Q: 3 clusters Score -1269046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1269046.750000 Penalty: 3092.167969
	Iteration 74Q: 3 clusters Score -1269047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1269047.500000 Penalty: 3092.167969
	Iteration 75Q: 3 clusters Score -1269048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1269045.750000 Penalty: 3092.167969
	Iteration 76Q: 3 clusters Score -1269046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1269048.000000 Penalty: 3092.167969
	Iteration 77Q: 3 clusters Score -1269048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1269047.625000 Penalty: 3092.167969
	Iteration 78Q: 3 clusters Score -1269048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1269049.625000 Penalty: 3092.167969
	Iteration 79Q: 3 clusters Score -1269050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1269049.625000 Penalty: 3092.167969
	Iteration 80F: 3 clusters Score -1269050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Entering Unmasked Estep 
Score: -1081612.625000 Penalty: 1523.837769
	Iteration 0F: 2 clusters Score -1081613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1073241.000000 Penalty: 3047.675537
	Iteration 0F: 3 clusters Score -1073241 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1076049.250000 Penalty: 3047.675537
	Iteration 1F: 3 clusters Score -1076049 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1076266.875000 Penalty: 3047.675537
	Iteration 2F: 3 clusters Score -1076267 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1076422.125000 Penalty: 3047.675537
	Iteration 3Q: 3 clusters Score -1076422 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1076529.500000 Penalty: 3047.675537
	Iteration 4Q: 3 clusters Score -1076530 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1076632.125000 Penalty: 3047.675537
	Iteration 5Q: 3 clusters Score -1076632 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1076726.375000 Penalty: 3047.675537
	Iteration 6Q: 3 clusters Score -1076726 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1076820.750000 Penalty: 3047.675537
	Iteration 7Q: 3 clusters Score -1076821 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1076918.625000 Penalty: 3047.675537
	Iteration 8Q: 3 clusters Score -1076919 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1077036.125000 Penalty: 3047.675537
	Iteration 9Q: 3 clusters Score -1077036 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1077183.250000 Penalty: 3047.675537
	Iteration 10Q: 3 clusters Score -1077183 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1077343.875000 Penalty: 3047.675537
	Iteration 11Q: 3 clusters Score -1077344 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1077568.625000 Penalty: 3047.675537
	Iteration 12Q: 3 clusters Score -1077569 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1077809.750000 Penalty: 3047.675537
	Iteration 13Q: 3 clusters Score -1077810 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1078059.000000 Penalty: 3047.675537
	Iteration 14Q: 3 clusters Score -1078059 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1078289.375000 Penalty: 3047.675537
	Iteration 15Q: 3 clusters Score -1078289 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1078487.875000 Penalty: 3047.675537
	Iteration 16Q: 3 clusters Score -1078488 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1078651.375000 Penalty: 3047.675537
	Iteration 17Q: 3 clusters Score -1078651 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1078803.625000 Penalty: 3047.675537
	Iteration 18Q: 3 clusters Score -1078804 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1078931.625000 Penalty: 3047.675537
	Iteration 19Q: 3 clusters Score -1078932 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1079038.875000 Penalty: 3047.675537
	Iteration 20F: 3 clusters Score -1079039 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1079151.875000 Penalty: 3047.675537
	Iteration 21Q: 3 clusters Score -1079152 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1079256.375000 Penalty: 3047.675537
	Iteration 22Q: 3 clusters Score -1079256 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1079344.125000 Penalty: 3047.675537
	Iteration 23Q: 3 clusters Score -1079344 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1079418.625000 Penalty: 3047.675537
	Iteration 24Q: 3 clusters Score -1079419 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1079490.000000 Penalty: 3047.675537
	Iteration 25Q: 3 clusters Score -1079490 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1079562.875000 Penalty: 3047.675537
	Iteration 26Q: 3 clusters Score -1079563 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1079637.875000 Penalty: 3047.675537
	Iteration 27Q: 3 clusters Score -1079638 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1079716.125000 Penalty: 3047.675537
	Iteration 28Q: 3 clusters Score -1079716 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1079802.000000 Penalty: 3047.675537
	Iteration 29Q: 3 clusters Score -1079802 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1079870.875000 Penalty: 3047.675537
	Iteration 30Q: 3 clusters Score -1079871 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1079925.625000 Penalty: 3047.675537
	Iteration 31Q: 3 clusters Score -1079926 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1079966.875000 Penalty: 3047.675537
	Iteration 32Q: 3 clusters Score -1079967 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1080014.875000 Penalty: 3047.675537
	Iteration 33Q: 3 clusters Score -1080015 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1080066.250000 Penalty: 3047.675537
	Iteration 34Q: 3 clusters Score -1080066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1080108.875000 Penalty: 3047.675537
	Iteration 35Q: 3 clusters Score -1080109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1080155.875000 Penalty: 3047.675537
	Iteration 36Q: 3 clusters Score -1080156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1080200.500000 Penalty: 3047.675537
	Iteration 37Q: 3 clusters Score -1080200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1080238.250000 Penalty: 3047.675537
	Iteration 38Q: 3 clusters Score -1080238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1080268.250000 Penalty: 3047.675537
	Iteration 39Q: 3 clusters Score -1080268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1080288.125000 Penalty: 3047.675537
	Iteration 40F: 3 clusters Score -1080288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1080308.625000 Penalty: 3047.675537
	Iteration 41Q: 3 clusters Score -1080309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1080321.375000 Penalty: 3047.675537
	Iteration 42Q: 3 clusters Score -1080321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1080330.625000 Penalty: 3047.675537
	Iteration 43Q: 3 clusters Score -1080331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1080337.750000 Penalty: 3047.675537
	Iteration 44Q: 3 clusters Score -1080338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1080347.625000 Penalty: 3047.675537
	Iteration 45Q: 3 clusters Score -1080348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1080352.125000 Penalty: 3047.675537
	Iteration 46Q: 3 clusters Score -1080352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1080359.500000 Penalty: 3047.675537
	Iteration 47Q: 3 clusters Score -1080360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1080362.750000 Penalty: 3047.675537
	Iteration 48Q: 3 clusters Score -1080363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1080366.625000 Penalty: 3047.675537
	Iteration 49Q: 3 clusters Score -1080367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1080367.500000 Penalty: 3047.675537
	Iteration 50Q: 3 clusters Score -1080368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1080369.000000 Penalty: 3047.675537
	Iteration 51Q: 3 clusters Score -1080369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1080371.250000 Penalty: 3047.675537
	Iteration 52Q: 3 clusters Score -1080371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1080373.625000 Penalty: 3047.675537
	Iteration 53Q: 3 clusters Score -1080374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1080376.500000 Penalty: 3047.675537
	Iteration 54Q: 3 clusters Score -1080376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1080378.500000 Penalty: 3047.675537
	Iteration 55Q: 3 clusters Score -1080378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1080378.500000 Penalty: 3047.675537
	Iteration 56F: 3 clusters Score -1080378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Entering Unmasked Estep 
Score: -1381460.250000 Penalty: 1567.287476
	Iteration 0F: 2 clusters Score -1381460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1370775.750000 Penalty: 3134.574951
	Iteration 0F: 3 clusters Score -1370776 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1374617.500000 Penalty: 3134.574951
	Iteration 1F: 3 clusters Score -1374618 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1375043.500000 Penalty: 3134.574951
	Iteration 2F: 3 clusters Score -1375044 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1375437.125000 Penalty: 3134.574951
	Iteration 3F: 3 clusters Score -1375437 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1375780.875000 Penalty: 3134.574951
	Iteration 4Q: 3 clusters Score -1375781 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1376100.250000 Penalty: 3134.574951
	Iteration 5Q: 3 clusters Score -1376100 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1376401.250000 Penalty: 3134.574951
	Iteration 6Q: 3 clusters Score -1376401 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1376697.625000 Penalty: 3134.574951
	Iteration 7Q: 3 clusters Score -1376698 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1377050.750000 Penalty: 3134.574951
	Iteration 8Q: 3 clusters Score -1377051 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1377507.625000 Penalty: 3134.574951
	Iteration 9Q: 3 clusters Score -1377508 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1378039.250000 Penalty: 3134.574951
	Iteration 10Q: 3 clusters Score -1378039 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1378481.250000 Penalty: 3134.574951
	Iteration 11Q: 3 clusters Score -1378481 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1378778.500000 Penalty: 3134.574951
	Iteration 12Q: 3 clusters Score -1378778 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1378953.000000 Penalty: 3134.574951
	Iteration 13Q: 3 clusters Score -1378953 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1379060.250000 Penalty: 3134.574951
	Iteration 14Q: 3 clusters Score -1379060 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1379126.125000 Penalty: 3134.574951
	Iteration 15Q: 3 clusters Score -1379126 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1379189.875000 Penalty: 3134.574951
	Iteration 16Q: 3 clusters Score -1379190 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1379250.000000 Penalty: 3134.574951
	Iteration 17Q: 3 clusters Score -1379250 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1379321.000000 Penalty: 3134.574951
	Iteration 18Q: 3 clusters Score -1379321 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1379389.375000 Penalty: 3134.574951
	Iteration 19Q: 3 clusters Score -1379389 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1379454.375000 Penalty: 3134.574951
	Iteration 20F: 3 clusters Score -1379454 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1379490.500000 Penalty: 3134.574951
	Iteration 21Q: 3 clusters Score -1379490 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1379535.250000 Penalty: 3134.574951
	Iteration 22Q: 3 clusters Score -1379535 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1379566.125000 Penalty: 3134.574951
	Iteration 23Q: 3 clusters Score -1379566 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1379588.750000 Penalty: 3134.574951
	Iteration 24Q: 3 clusters Score -1379589 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1379610.750000 Penalty: 3134.574951
	Iteration 25Q: 3 clusters Score -1379611 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1379618.375000 Penalty: 3134.574951
	Iteration 26Q: 3 clusters Score -1379618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1379626.625000 Penalty: 3134.574951
	Iteration 27Q: 3 clusters Score -1379627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1379633.250000 Penalty: 3134.574951
	Iteration 28Q: 3 clusters Score -1379633 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1379638.625000 Penalty: 3134.574951
	Iteration 29Q: 3 clusters Score -1379639 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1379648.500000 Penalty: 3134.574951
	Iteration 30Q: 3 clusters Score -1379648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1379655.750000 Penalty: 3134.574951
	Iteration 31Q: 3 clusters Score -1379656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1379660.875000 Penalty: 3134.574951
	Iteration 32Q: 3 clusters Score -1379661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1379672.000000 Penalty: 3134.574951
	Iteration 33Q: 3 clusters Score -1379672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1379679.750000 Penalty: 3134.574951
	Iteration 34Q: 3 clusters Score -1379680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1379682.625000 Penalty: 3134.574951
	Iteration 35Q: 3 clusters Score -1379683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1379688.125000 Penalty: 3134.574951
	Iteration 36Q: 3 clusters Score -1379688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1379692.750000 Penalty: 3134.574951
	Iteration 37Q: 3 clusters Score -1379693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1379697.625000 Penalty: 3134.574951
	Iteration 38Q: 3 clusters Score -1379698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1379698.250000 Penalty: 3134.574951
	Iteration 39Q: 3 clusters Score -1379698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1379706.625000 Penalty: 3134.574951
	Iteration 40F: 3 clusters Score -1379707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1379712.125000 Penalty: 3134.574951
	Iteration 41Q: 3 clusters Score -1379712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1379715.000000 Penalty: 3134.574951
	Iteration 42Q: 3 clusters Score -1379715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1379721.500000 Penalty: 3134.574951
	Iteration 43Q: 3 clusters Score -1379722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1379720.375000 Penalty: 3134.574951
	Iteration 44Q: 3 clusters Score -1379720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1379723.125000 Penalty: 3134.574951
	Iteration 45Q: 3 clusters Score -1379723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1379740.375000 Penalty: 3134.574951
	Iteration 46Q: 3 clusters Score -1379740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1379741.750000 Penalty: 3134.574951
	Iteration 47Q: 3 clusters Score -1379742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1379749.750000 Penalty: 3134.574951
	Iteration 48Q: 3 clusters Score -1379750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1379756.125000 Penalty: 3134.574951
	Iteration 49Q: 3 clusters Score -1379756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1379764.375000 Penalty: 3134.574951
	Iteration 50Q: 3 clusters Score -1379764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1379767.750000 Penalty: 3134.574951
	Iteration 51Q: 3 clusters Score -1379768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1379773.625000 Penalty: 3134.574951
	Iteration 52Q: 3 clusters Score -1379774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1379784.625000 Penalty: 3134.574951
	Iteration 53Q: 3 clusters Score -1379785 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1379794.375000 Penalty: 3134.574951
	Iteration 54Q: 3 clusters Score -1379794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1379799.875000 Penalty: 3134.574951
	Iteration 55Q: 3 clusters Score -1379800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1379810.125000 Penalty: 3134.574951
	Iteration 56Q: 3 clusters Score -1379810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1379817.375000 Penalty: 3134.574951
	Iteration 57Q: 3 clusters Score -1379817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1379819.500000 Penalty: 3134.574951
	Iteration 58Q: 3 clusters Score -1379820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1379826.625000 Penalty: 3134.574951
	Iteration 59Q: 3 clusters Score -1379827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1379828.000000 Penalty: 3134.574951
	Iteration 60F: 3 clusters Score -1379828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1379833.375000 Penalty: 3134.574951
	Iteration 61Q: 3 clusters Score -1379833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1379834.625000 Penalty: 3134.574951
	Iteration 62Q: 3 clusters Score -1379835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1379838.500000 Penalty: 3134.574951
	Iteration 63Q: 3 clusters Score -1379838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1379838.500000 Penalty: 3134.574951
	Iteration 64Q: 3 clusters Score -1379838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1379842.000000 Penalty: 3134.574951
	Iteration 65Q: 3 clusters Score -1379842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1379845.000000 Penalty: 3134.574951
	Iteration 66Q: 3 clusters Score -1379845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1379847.875000 Penalty: 3134.574951
	Iteration 67Q: 3 clusters Score -1379848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1379848.125000 Penalty: 3134.574951
	Iteration 68Q: 3 clusters Score -1379848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1379847.625000 Penalty: 3134.574951
	Iteration 69Q: 3 clusters Score -1379848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1379849.000000 Penalty: 3134.574951
	Iteration 70Q: 3 clusters Score -1379849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1379851.750000 Penalty: 3134.574951
	Iteration 71Q: 3 clusters Score -1379852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1379854.375000 Penalty: 3134.574951
	Iteration 72Q: 3 clusters Score -1379854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1379857.750000 Penalty: 3134.574951
	Iteration 73Q: 3 clusters Score -1379858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1379862.000000 Penalty: 3134.574951
	Iteration 74Q: 3 clusters Score -1379862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1379864.625000 Penalty: 3134.574951
	Iteration 75Q: 3 clusters Score -1379865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1379865.250000 Penalty: 3134.574951
	Iteration 76Q: 3 clusters Score -1379865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1379868.875000 Penalty: 3134.574951
	Iteration 77Q: 3 clusters Score -1379869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1379868.625000 Penalty: 3134.574951
	Iteration 78Q: 3 clusters Score -1379869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1379867.125000 Penalty: 3134.574951
	Iteration 79Q: 3 clusters Score -1379867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1379868.000000 Penalty: 3134.574951
	Iteration 80F: 3 clusters Score -1379868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1379869.250000 Penalty: 3134.574951
	Iteration 81Q: 3 clusters Score -1379869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1379872.500000 Penalty: 3134.574951
	Iteration 82Q: 3 clusters Score -1379872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1379870.625000 Penalty: 3134.574951
	Iteration 83Q: 3 clusters Score -1379871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1379870.625000 Penalty: 3134.574951
	Iteration 84Q: 3 clusters Score -1379871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1379873.875000 Penalty: 3134.574951
	Iteration 85Q: 3 clusters Score -1379874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1379872.250000 Penalty: 3134.574951
	Iteration 86Q: 3 clusters Score -1379872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1379874.750000 Penalty: 3134.574951
	Iteration 87Q: 3 clusters Score -1379875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1379873.750000 Penalty: 3134.574951
	Iteration 88Q: 3 clusters Score -1379874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1379872.125000 Penalty: 3134.574951
	Iteration 89Q: 3 clusters Score -1379872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1379877.625000 Penalty: 3134.574951
	Iteration 90Q: 3 clusters Score -1379878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1379874.500000 Penalty: 3134.574951
	Iteration 91Q: 3 clusters Score -1379874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1379875.250000 Penalty: 3134.574951
	Iteration 92Q: 3 clusters Score -1379875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1379877.125000 Penalty: 3134.574951
	Iteration 93Q: 3 clusters Score -1379877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1379876.500000 Penalty: 3134.574951
	Iteration 94Q: 3 clusters Score -1379876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1379881.000000 Penalty: 3134.574951
	Iteration 95Q: 3 clusters Score -1379881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1379879.375000 Penalty: 3134.574951
	Iteration 96Q: 3 clusters Score -1379879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1379881.375000 Penalty: 3134.574951
	Iteration 97Q: 3 clusters Score -1379881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1379883.250000 Penalty: 3134.574951
	Iteration 98Q: 3 clusters Score -1379883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1379881.125000 Penalty: 3134.574951
	Iteration 99Q: 3 clusters Score -1379881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1379881.125000 Penalty: 3134.574951
	Iteration 100F: 3 clusters Score -1379881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1379882.000000 Penalty: 3134.574951
	Iteration 101Q: 3 clusters Score -1379882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1379882.000000 Penalty: 3134.574951
	Iteration 102F: 3 clusters Score -1379882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -102377.476562 Penalty: 1168.484863
	Iteration 0F: 2 clusters Score -102377.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -100752.257812 Penalty: 2336.969727
	Iteration 0F: 3 clusters Score -100752.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -101262.492188 Penalty: 2336.969727
	Iteration 1F: 3 clusters Score -101262.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -101518.187500 Penalty: 2336.969727
	Iteration 2F: 3 clusters Score -101518.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -101714.437500 Penalty: 2336.969727
	Iteration 3F: 3 clusters Score -101714.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -101866.773438 Penalty: 2336.969727
	Iteration 4F: 3 clusters Score -101866.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -101999.554688 Penalty: 2336.969727
	Iteration 5F: 3 clusters Score -101999.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -102092.445312 Penalty: 2336.969727
	Iteration 6Q: 3 clusters Score -102092.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -102160.492188 Penalty: 2336.969727
	Iteration 7Q: 3 clusters Score -102160.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -102182.390625 Penalty: 2336.969727
	Iteration 8Q: 3 clusters Score -102182.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -102199.718750 Penalty: 2336.969727
	Iteration 9Q: 3 clusters Score -102199.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -102216.929688 Penalty: 2336.969727
	Iteration 10Q: 3 clusters Score -102216.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -102227.250000 Penalty: 2336.969727
	Iteration 11Q: 3 clusters Score -102227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -102233.218750 Penalty: 2336.969727
	Iteration 12Q: 3 clusters Score -102233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -102235.640625 Penalty: 2336.969727
	Iteration 13Q: 3 clusters Score -102235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -102236.523438 Penalty: 2336.969727
	Iteration 14Q: 3 clusters Score -102236.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -102236.523438 Penalty: 2336.969727
	Iteration 15F: 3 clusters Score -102236.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Entering Unmasked Estep 
Score: -7527216.500000 Penalty: 1826.442505
	Iteration 0F: 2 clusters Score -7527216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -7476648.500000 Penalty: 3652.885010
	Iteration 0F: 3 clusters Score -7476648 nChanged 36314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -7497472.000000 Penalty: 3652.885010
	Iteration 1F: 3 clusters Score -7497472 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -7498022.000000 Penalty: 3652.885010
	Iteration 2Q: 3 clusters Score -7498022 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -7498652.000000 Penalty: 3652.885010
	Iteration 3Q: 3 clusters Score -7498652 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -7499661.000000 Penalty: 3652.885010
	Iteration 4Q: 3 clusters Score -7499661 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -7501122.500000 Penalty: 3652.885010
	Iteration 5Q: 3 clusters Score -7501122 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -7503558.000000 Penalty: 3652.885010
	Iteration 6F: 3 clusters Score -7503558 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -7507748.000000 Penalty: 3652.885010
	Iteration 7F: 3 clusters Score -7507748 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
Score: -7512904.000000 Penalty: 3652.885010
	Iteration 8F: 3 clusters Score -7512904 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 66363 members 
Entering Unmasked Estep 
Score: -7517702.500000 Penalty: 3652.885010
	Iteration 9F: 3 clusters Score -7517702 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -7520863.000000 Penalty: 3652.885010
	Iteration 10Q: 3 clusters Score -7520863 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -7522789.500000 Penalty: 3652.885010
	Iteration 11Q: 3 clusters Score -7522790 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 73168 members 
Entering Unmasked Estep 
Score: -7523925.500000 Penalty: 3652.885010
	Iteration 12Q: 3 clusters Score -7523926 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -7524665.500000 Penalty: 3652.885010
	Iteration 13Q: 3 clusters Score -7524666 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -7525118.000000 Penalty: 3652.885010
	Iteration 14Q: 3 clusters Score -7525118 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 74666 members 
Entering Unmasked Estep 
Score: -7525358.000000 Penalty: 3652.885010
	Iteration 15Q: 3 clusters Score -7525358 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 74852 members 
Entering Unmasked Estep 
Score: -7525517.500000 Penalty: 3652.885010
	Iteration 16Q: 3 clusters Score -7525518 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 74980 members 
Entering Unmasked Estep 
Score: -7525622.000000 Penalty: 3652.885010
	Iteration 17Q: 3 clusters Score -7525622 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -7525700.000000 Penalty: 3652.885010
	Iteration 18Q: 3 clusters Score -7525700 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -7525743.000000 Penalty: 3652.885010
	Iteration 19Q: 3 clusters Score -7525743 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -7525793.500000 Penalty: 3652.885010
	Iteration 20F: 3 clusters Score -7525794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -7525829.500000 Penalty: 3652.885010
	Iteration 21Q: 3 clusters Score -7525830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -7525845.000000 Penalty: 3652.885010
	Iteration 22Q: 3 clusters Score -7525845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 75265 members 
Entering Unmasked Estep 
Score: -7525855.500000 Penalty: 3652.885010
	Iteration 23Q: 3 clusters Score -7525856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -7525870.500000 Penalty: 3652.885010
	Iteration 24Q: 3 clusters Score -7525870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -7525871.500000 Penalty: 3652.885010
	Iteration 25Q: 3 clusters Score -7525872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 75295 members 
Entering Unmasked Estep 
Score: -7525882.000000 Penalty: 3652.885010
	Iteration 26Q: 3 clusters Score -7525882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -7525882.500000 Penalty: 3652.885010
	Iteration 27Q: 3 clusters Score -7525882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
Score: -7525898.500000 Penalty: 3652.885010
	Iteration 28Q: 3 clusters Score -7525898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -7525911.000000 Penalty: 3652.885010
	Iteration 29Q: 3 clusters Score -7525911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 75327 members 
Entering Unmasked Estep 
Score: -7525907.500000 Penalty: 3652.885010
	Iteration 30Q: 3 clusters Score -7525908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -7525911.500000 Penalty: 3652.885010
	Iteration 31Q: 3 clusters Score -7525912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -7525917.000000 Penalty: 3652.885010
	Iteration 32Q: 3 clusters Score -7525917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 75335 members 
Entering Unmasked Estep 
Score: -7525910.000000 Penalty: 3652.885010
	Iteration 33Q: 3 clusters Score -7525910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -7525913.500000 Penalty: 3652.885010
	Iteration 34Q: 3 clusters Score -7525914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -7525913.500000 Penalty: 3652.885010
	Iteration 35Q: 3 clusters Score -7525914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -7525914.000000 Penalty: 3652.885010
	Iteration 36Q: 3 clusters Score -7525914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 75347 members 
Entering Unmasked Estep 
Score: -7525915.500000 Penalty: 3652.885010
	Iteration 37Q: 3 clusters Score -7525916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 75353 members 
Entering Unmasked Estep 
Score: -7525921.500000 Penalty: 3652.885010
	Iteration 38Q: 3 clusters Score -7525922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -7525921.500000 Penalty: 3652.885010
	Iteration 39Q: 3 clusters Score -7525922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -7525923.000000 Penalty: 3652.885010
	Iteration 40F: 3 clusters Score -7525923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 75361 members 
Entering Unmasked Estep 
Score: -7525914.500000 Penalty: 3652.885010
	Iteration 41Q: 3 clusters Score -7525914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -7525922.000000 Penalty: 3652.885010
	Iteration 42Q: 3 clusters Score -7525922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 75370 members 
Entering Unmasked Estep 
Score: -7525932.000000 Penalty: 3652.885010
	Iteration 43Q: 3 clusters Score -7525932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -7525924.000000 Penalty: 3652.885010
	Iteration 44Q: 3 clusters Score -7525924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -7525926.000000 Penalty: 3652.885010
	Iteration 45Q: 3 clusters Score -7525926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -7525924.500000 Penalty: 3652.885010
	Iteration 46Q: 3 clusters Score -7525924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 75379 members 
Entering Unmasked Estep 
Score: -7525922.500000 Penalty: 3652.885010
	Iteration 47Q: 3 clusters Score -7525922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -7525925.500000 Penalty: 3652.885010
	Iteration 48Q: 3 clusters Score -7525926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -7525931.000000 Penalty: 3652.885010
	Iteration 49Q: 3 clusters Score -7525931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -7525931.000000 Penalty: 3652.885010
	Iteration 50F: 3 clusters Score -7525931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Entering Unmasked Estep 
Score: -638140.750000 Penalty: 1447.222900
	Iteration 0F: 2 clusters Score -638140.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -632680.375000 Penalty: 2894.445801
	Iteration 0F: 3 clusters Score -632680.4 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -634551.187500 Penalty: 2894.445801
	Iteration 1F: 3 clusters Score -634551.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -634948.750000 Penalty: 2894.445801
	Iteration 2F: 3 clusters Score -634948.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -635284.875000 Penalty: 2894.445801
	Iteration 3F: 3 clusters Score -635284.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -635579.250000 Penalty: 2894.445801
	Iteration 4F: 3 clusters Score -635579.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -635886.312500 Penalty: 2894.445801
	Iteration 5F: 3 clusters Score -635886.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -636174.437500 Penalty: 2894.445801
	Iteration 6F: 3 clusters Score -636174.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -636414.000000 Penalty: 2894.445801
	Iteration 7Q: 3 clusters Score -636414 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -636605.687500 Penalty: 2894.445801
	Iteration 8Q: 3 clusters Score -636605.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -636759.875000 Penalty: 2894.445801
	Iteration 9Q: 3 clusters Score -636759.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -636860.937500 Penalty: 2894.445801
	Iteration 10Q: 3 clusters Score -636860.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -636913.125000 Penalty: 2894.445801
	Iteration 11Q: 3 clusters Score -636913.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -636950.187500 Penalty: 2894.445801
	Iteration 12Q: 3 clusters Score -636950.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -636969.187500 Penalty: 2894.445801
	Iteration 13Q: 3 clusters Score -636969.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -636977.875000 Penalty: 2894.445801
	Iteration 14Q: 3 clusters Score -636977.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -636983.750000 Penalty: 2894.445801
	Iteration 15Q: 3 clusters Score -636983.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -636990.687500 Penalty: 2894.445801
	Iteration 16Q: 3 clusters Score -636990.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -636995.125000 Penalty: 2894.445801
	Iteration 17Q: 3 clusters Score -636995.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -636999.312500 Penalty: 2894.445801
	Iteration 18Q: 3 clusters Score -636999.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -637005.187500 Penalty: 2894.445801
	Iteration 19Q: 3 clusters Score -637005.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -637007.500000 Penalty: 2894.445801
	Iteration 20F: 3 clusters Score -637007.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -637011.875000 Penalty: 2894.445801
	Iteration 21Q: 3 clusters Score -637011.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -637014.500000 Penalty: 2894.445801
	Iteration 22Q: 3 clusters Score -637014.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -637015.437500 Penalty: 2894.445801
	Iteration 23Q: 3 clusters Score -637015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -637016.562500 Penalty: 2894.445801
	Iteration 24Q: 3 clusters Score -637016.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -637017.187500 Penalty: 2894.445801
	Iteration 25Q: 3 clusters Score -637017.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -637017.500000 Penalty: 2894.445801
	Iteration 26Q: 3 clusters Score -637017.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -637021.250000 Penalty: 2894.445801
	Iteration 27Q: 3 clusters Score -637021.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -637023.812500 Penalty: 2894.445801
	Iteration 28Q: 3 clusters Score -637023.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -637025.500000 Penalty: 2894.445801
	Iteration 29Q: 3 clusters Score -637025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -637025.937500 Penalty: 2894.445801
	Iteration 30Q: 3 clusters Score -637025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -637027.125000 Penalty: 2894.445801
	Iteration 31Q: 3 clusters Score -637027.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -637028.062500 Penalty: 2894.445801
	Iteration 32Q: 3 clusters Score -637028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -637029.625000 Penalty: 2894.445801
	Iteration 33Q: 3 clusters Score -637029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -637029.437500 Penalty: 2894.445801
	Iteration 34Q: 3 clusters Score -637029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -637029.500000 Penalty: 2894.445801
	Iteration 35Q: 3 clusters Score -637029.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -637030.500000 Penalty: 2894.445801
	Iteration 36Q: 3 clusters Score -637030.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -637033.000000 Penalty: 2894.445801
	Iteration 37Q: 3 clusters Score -637033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -637033.437500 Penalty: 2894.445801
	Iteration 38Q: 3 clusters Score -637033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -637033.187500 Penalty: 2894.445801
	Iteration 39Q: 3 clusters Score -637033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -637034.125000 Penalty: 2894.445801
	Iteration 40F: 3 clusters Score -637034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -637034.750000 Penalty: 2894.445801
	Iteration 41Q: 3 clusters Score -637034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -637034.000000 Penalty: 2894.445801
	Iteration 42Q: 3 clusters Score -637034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -637034.687500 Penalty: 2894.445801
	Iteration 43Q: 3 clusters Score -637034.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -637034.812500 Penalty: 2894.445801
	Iteration 44Q: 3 clusters Score -637034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -637034.812500 Penalty: 2894.445801
	Iteration 45F: 3 clusters Score -637034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87396 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5860 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 60267 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 200475 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8265 members 
Mstep: Class 14 contains 16560 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13553 members 
Mstep: Class 19 contains 11819 members 
Mstep: Class 20 contains 15442 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 76088 members 
Mstep: Class 23 contains 7376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852864.000000 Penalty: 49689.800781
Iteration 159Q: 24 clusters Score -5.385286e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 87397 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5861 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 60282 members 
Mstep: Class 10 contains 13453 members 
Mstep: Class 11 contains 200490 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8264 members 
Mstep: Class 14 contains 16545 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13551 members 
Mstep: Class 19 contains 11818 members 
Mstep: Class 20 contains 15436 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 76087 members 
Mstep: Class 23 contains 7380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852800.000000 Penalty: 49689.800781
Iteration 160F: 24 clusters Score -5.38528e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87398 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 5862 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 60295 members 
Mstep: Class 10 contains 13449 members 
Mstep: Class 11 contains 200495 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8263 members 
Mstep: Class 14 contains 16529 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5294 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13549 members 
Mstep: Class 19 contains 11821 members 
Mstep: Class 20 contains 15430 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 76087 members 
Mstep: Class 23 contains 7383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852768.000000 Penalty: 49689.800781
Iteration 161Q: 24 clusters Score -5.385277e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11327 members 
Mstep: Class 3 contains 87398 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5865 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 60309 members 
Mstep: Class 10 contains 13441 members 
Mstep: Class 11 contains 200497 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8262 members 
Mstep: Class 14 contains 16511 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13548 members 
Mstep: Class 19 contains 11822 members 
Mstep: Class 20 contains 15431 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 76087 members 
Mstep: Class 23 contains 7387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852776.000000 Penalty: 49689.800781
Iteration 162Q: 24 clusters Score -5.385278e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11327 members 
Mstep: Class 3 contains 87399 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5866 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 60333 members 
Mstep: Class 10 contains 13429 members 
Mstep: Class 11 contains 200499 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8264 members 
Mstep: Class 14 contains 16494 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13547 members 
Mstep: Class 19 contains 11824 members 
Mstep: Class 20 contains 15427 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 76087 members 
Mstep: Class 23 contains 7389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852744.000000 Penalty: 49689.800781
Iteration 163Q: 24 clusters Score -5.385274e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87400 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5867 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 60362 members 
Mstep: Class 10 contains 13412 members 
Mstep: Class 11 contains 200503 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8263 members 
Mstep: Class 14 contains 16481 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13545 members 
Mstep: Class 19 contains 11825 members 
Mstep: Class 20 contains 15423 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 76087 members 
Mstep: Class 23 contains 7391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852780.000000 Penalty: 49689.800781
Iteration 164Q: 24 clusters Score -5.385278e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 87399 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5868 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 60393 members 
Mstep: Class 10 contains 13391 members 
Mstep: Class 11 contains 200500 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8263 members 
Mstep: Class 14 contains 16476 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13542 members 
Mstep: Class 19 contains 11823 members 
Mstep: Class 20 contains 15422 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 76087 members 
Mstep: Class 23 contains 7395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852776.000000 Penalty: 49689.800781
Iteration 165Q: 24 clusters Score -5.385278e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 87400 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 60425 members 
Mstep: Class 10 contains 13366 members 
Mstep: Class 11 contains 200505 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8262 members 
Mstep: Class 14 contains 16470 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13539 members 
Mstep: Class 19 contains 11825 members 
Mstep: Class 20 contains 15418 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 76087 members 
Mstep: Class 23 contains 7395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852784.000000 Penalty: 49689.800781
Iteration 166Q: 24 clusters Score -5.385278e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11330 members 
Mstep: Class 3 contains 87401 members 
Mstep: Class 4 contains 1115 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 60464 members 
Mstep: Class 10 contains 13340 members 
Mstep: Class 11 contains 200503 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 16461 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5301 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13533 members 
Mstep: Class 19 contains 11826 members 
Mstep: Class 20 contains 15416 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 76087 members 
Mstep: Class 23 contains 7397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852804.000000 Penalty: 49689.800781
Iteration 167Q: 24 clusters Score -5.38528e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11331 members 
Mstep: Class 3 contains 87401 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5873 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 60501 members 
Mstep: Class 10 contains 13313 members 
Mstep: Class 11 contains 200497 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 16453 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13529 members 
Mstep: Class 19 contains 11827 members 
Mstep: Class 20 contains 15415 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 76087 members 
Mstep: Class 23 contains 7397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852824.000000 Penalty: 49689.800781
Iteration 168Q: 24 clusters Score -5.385282e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11331 members 
Mstep: Class 3 contains 87405 members 
Mstep: Class 4 contains 1114 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5873 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 60544 members 
Mstep: Class 10 contains 13287 members 
Mstep: Class 11 contains 200495 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 16443 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13524 members 
Mstep: Class 19 contains 11828 members 
Mstep: Class 20 contains 15413 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 76087 members 
Mstep: Class 23 contains 7397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852852.000000 Penalty: 49689.800781
Iteration 169Q: 24 clusters Score -5.385285e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87406 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 5875 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 60593 members 
Mstep: Class 10 contains 13255 members 
Mstep: Class 11 contains 200491 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 16438 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5295 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13522 members 
Mstep: Class 19 contains 11829 members 
Mstep: Class 20 contains 15411 members 
Mstep: Class 21 contains 1329 members 
Mstep: Class 22 contains 76087 members 
Mstep: Class 23 contains 7397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852860.000000 Penalty: 49689.800781
Iteration 170Q: 24 clusters Score -5.385286e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87406 members 
Mstep: Class 4 contains 1107 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 5876 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 60642 members 
Mstep: Class 10 contains 13223 members 
Mstep: Class 11 contains 200496 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8267 members 
Mstep: Class 14 contains 16425 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13517 members 
Mstep: Class 19 contains 11831 members 
Mstep: Class 20 contains 15408 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 76087 members 
Mstep: Class 23 contains 7398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852848.000000 Penalty: 49689.800781
Iteration 171Q: 24 clusters Score -5.385285e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87407 members 
Mstep: Class 4 contains 1108 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 5877 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 60697 members 
Mstep: Class 10 contains 13184 members 
Mstep: Class 11 contains 200497 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8267 members 
Mstep: Class 14 contains 16415 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13509 members 
Mstep: Class 19 contains 11834 members 
Mstep: Class 20 contains 15402 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 76087 members 
Mstep: Class 23 contains 7400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852832.000000 Penalty: 49689.800781
Iteration 172Q: 24 clusters Score -5.385283e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87407 members 
Mstep: Class 4 contains 1107 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 5882 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 60744 members 
Mstep: Class 10 contains 13153 members 
Mstep: Class 11 contains 200498 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 16408 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13498 members 
Mstep: Class 19 contains 11838 members 
Mstep: Class 20 contains 15398 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 76086 members 
Mstep: Class 23 contains 7401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852844.000000 Penalty: 49689.800781
Iteration 173Q: 24 clusters Score -5.385284e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87406 members 
Mstep: Class 4 contains 1107 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 5886 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 60793 members 
Mstep: Class 10 contains 13124 members 
Mstep: Class 11 contains 200494 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 16400 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13488 members 
Mstep: Class 19 contains 11838 members 
Mstep: Class 20 contains 15397 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 76086 members 
Mstep: Class 23 contains 7401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852876.000000 Penalty: 49689.800781
Iteration 174Q: 24 clusters Score -5.385288e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87405 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 5891 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 60846 members 
Mstep: Class 10 contains 13093 members 
Mstep: Class 11 contains 200487 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 16393 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13480 members 
Mstep: Class 19 contains 11838 members 
Mstep: Class 20 contains 15395 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 76086 members 
Mstep: Class 23 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852936.000000 Penalty: 49689.800781
Iteration 175Q: 24 clusters Score -5.385294e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87405 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 1840 members 
Mstep: Class 6 contains 5900 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 60902 members 
Mstep: Class 10 contains 13052 members 
Mstep: Class 11 contains 200487 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 16381 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13474 members 
Mstep: Class 19 contains 11838 members 
Mstep: Class 20 contains 15394 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 76086 members 
Mstep: Class 23 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852860.000000 Penalty: 49689.800781
Iteration 176Q: 24 clusters Score -5.385286e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 87405 members 
Mstep: Class 4 contains 1100 members 
Mstep: Class 5 contains 1841 members 
Mstep: Class 6 contains 5905 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 60974 members 
Mstep: Class 10 contains 12989 members 
Mstep: Class 11 contains 200492 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8265 members 
Mstep: Class 14 contains 16371 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13467 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 15393 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 22 contains 76086 members 
Mstep: Class 23 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852892.000000 Penalty: 49689.800781
Iteration 177Q: 24 clusters Score -5.385289e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 11315 members 
Mstep: Class 3 contains 87404 members 
Mstep: Class 4 contains 1100 members 
Mstep: Class 5 contains 1839 members 
Mstep: Class 6 contains 5908 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 61054 members 
Mstep: Class 10 contains 12929 members 
Mstep: Class 11 contains 200491 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8264 members 
Mstep: Class 14 contains 16360 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13461 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 15394 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 76086 members 
Mstep: Class 23 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852928.000000 Penalty: 49689.800781
Iteration 178Q: 24 clusters Score -5.385293e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 11315 members 
Mstep: Class 3 contains 87404 members 
Mstep: Class 4 contains 1099 members 
Mstep: Class 5 contains 1838 members 
Mstep: Class 6 contains 5912 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 61152 members 
Mstep: Class 10 contains 12853 members 
Mstep: Class 11 contains 200493 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8263 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13451 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 15395 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 76086 members 
Mstep: Class 23 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852968.000000 Penalty: 49689.800781
Iteration 179Q: 24 clusters Score -5.385297e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 11317 members 
Mstep: Class 3 contains 87403 members 
Mstep: Class 4 contains 1098 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 5914 members 
Mstep: Class 7 contains 38887 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 61235 members 
Mstep: Class 10 contains 12796 members 
Mstep: Class 11 contains 200482 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8262 members 
Mstep: Class 14 contains 16333 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13442 members 
Mstep: Class 19 contains 11840 members 
Mstep: Class 20 contains 15398 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 76086 members 
Mstep: Class 23 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852944.000000 Penalty: 49689.800781
Iteration 180F: 24 clusters Score -5.385294e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 87400 members 
Mstep: Class 4 contains 1096 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 5917 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 61336 members 
Mstep: Class 10 contains 12728 members 
Mstep: Class 11 contains 200466 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8261 members 
Mstep: Class 14 contains 16325 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5294 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13433 members 
Mstep: Class 19 contains 11841 members 
Mstep: Class 20 contains 15401 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 76085 members 
Mstep: Class 23 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852924.000000 Penalty: 49689.800781
Iteration 181Q: 24 clusters Score -5.385292e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 87400 members 
Mstep: Class 4 contains 1092 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 5913 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 61442 members 
Mstep: Class 10 contains 12657 members 
Mstep: Class 11 contains 200460 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 16320 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5293 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13423 members 
Mstep: Class 19 contains 11841 members 
Mstep: Class 20 contains 15403 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 76085 members 
Mstep: Class 23 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852916.000000 Penalty: 49689.800781
Iteration 182Q: 24 clusters Score -5.385292e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 87400 members 
Mstep: Class 4 contains 1091 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 5914 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 61570 members 
Mstep: Class 10 contains 12559 members 
Mstep: Class 11 contains 200452 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 16310 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5293 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13415 members 
Mstep: Class 19 contains 11840 members 
Mstep: Class 20 contains 15403 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 76085 members 
Mstep: Class 23 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852944.000000 Penalty: 49689.800781
Iteration 183Q: 24 clusters Score -5.385294e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87400 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 5908 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 61717 members 
Mstep: Class 10 contains 12436 members 
Mstep: Class 11 contains 200445 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 16305 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5293 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13409 members 
Mstep: Class 19 contains 11842 members 
Mstep: Class 20 contains 15401 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 76085 members 
Mstep: Class 23 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852980.000000 Penalty: 49689.800781
Iteration 184Q: 24 clusters Score -5.385298e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87400 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 1822 members 
Mstep: Class 6 contains 5904 members 
Mstep: Class 7 contains 38890 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 61862 members 
Mstep: Class 10 contains 12327 members 
Mstep: Class 11 contains 200418 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8256 members 
Mstep: Class 14 contains 16296 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13409 members 
Mstep: Class 19 contains 11842 members 
Mstep: Class 20 contains 15402 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 76084 members 
Mstep: Class 23 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853028.000000 Penalty: 49689.800781
Iteration 185Q: 24 clusters Score -5.385303e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87401 members 
Mstep: Class 4 contains 1078 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 5904 members 
Mstep: Class 7 contains 38892 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 62026 members 
Mstep: Class 10 contains 12207 members 
Mstep: Class 11 contains 200386 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8256 members 
Mstep: Class 14 contains 16289 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 5295 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13406 members 
Mstep: Class 19 contains 11843 members 
Mstep: Class 20 contains 15400 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 76084 members 
Mstep: Class 23 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852984.000000 Penalty: 49689.800781
Iteration 186Q: 24 clusters Score -5.385298e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87400 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 5902 members 
Mstep: Class 7 contains 38893 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 62224 members 
Mstep: Class 10 contains 12041 members 
Mstep: Class 11 contains 200371 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 16273 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5293 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 11845 members 
Mstep: Class 20 contains 15396 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 76084 members 
Mstep: Class 23 contains 7403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852960.000000 Penalty: 49689.800781
Iteration 187Q: 24 clusters Score -5.385296e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 87402 members 
Mstep: Class 4 contains 1068 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 5901 members 
Mstep: Class 7 contains 38896 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 62424 members 
Mstep: Class 10 contains 11856 members 
Mstep: Class 11 contains 200358 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13400 members 
Mstep: Class 19 contains 11847 members 
Mstep: Class 20 contains 15396 members 
Mstep: Class 21 contains 1368 members 
Mstep: Class 22 contains 76082 members 
Mstep: Class 23 contains 7404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853116.000000 Penalty: 49689.800781
Iteration 188Q: 24 clusters Score -5.385312e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 11317 members 
Mstep: Class 3 contains 87402 members 
Mstep: Class 4 contains 1064 members 
Mstep: Class 5 contains 1815 members 
Mstep: Class 6 contains 5895 members 
Mstep: Class 7 contains 38899 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 62644 members 
Mstep: Class 10 contains 11688 members 
Mstep: Class 11 contains 200335 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8265 members 
Mstep: Class 14 contains 16239 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 11853 members 
Mstep: Class 20 contains 15391 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853288.000000 Penalty: 49689.800781
Iteration 189Q: 24 clusters Score -5.385329e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 11310 members 
Mstep: Class 3 contains 87402 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1814 members 
Mstep: Class 6 contains 5894 members 
Mstep: Class 7 contains 38901 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 62912 members 
Mstep: Class 10 contains 11464 members 
Mstep: Class 11 contains 200308 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8270 members 
Mstep: Class 14 contains 16225 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 11856 members 
Mstep: Class 20 contains 15389 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 76078 members 
Mstep: Class 23 contains 7404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853596.000000 Penalty: 49689.800781
Iteration 190Q: 24 clusters Score -5.38536e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 11298 members 
Mstep: Class 3 contains 87403 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 1805 members 
Mstep: Class 6 contains 5887 members 
Mstep: Class 7 contains 38901 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 63201 members 
Mstep: Class 10 contains 11238 members 
Mstep: Class 11 contains 200272 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8283 members 
Mstep: Class 14 contains 16210 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 5293 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13390 members 
Mstep: Class 19 contains 11866 members 
Mstep: Class 20 contains 15381 members 
Mstep: Class 21 contains 1396 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853936.000000 Penalty: 49689.800781
Iteration 191Q: 24 clusters Score -5.385394e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 87404 members 
Mstep: Class 4 contains 1051 members 
Mstep: Class 5 contains 1794 members 
Mstep: Class 6 contains 5887 members 
Mstep: Class 7 contains 38901 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 63494 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 200227 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8289 members 
Mstep: Class 14 contains 16193 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13382 members 
Mstep: Class 19 contains 11878 members 
Mstep: Class 20 contains 15372 members 
Mstep: Class 21 contains 1399 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854148.000000 Penalty: 49689.800781
Iteration 192Q: 24 clusters Score -5.385415e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11293 members 
Mstep: Class 3 contains 87405 members 
Mstep: Class 4 contains 1054 members 
Mstep: Class 5 contains 1775 members 
Mstep: Class 6 contains 5881 members 
Mstep: Class 7 contains 38902 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 63783 members 
Mstep: Class 10 contains 10811 members 
Mstep: Class 11 contains 200177 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8300 members 
Mstep: Class 14 contains 16181 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 5300 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13370 members 
Mstep: Class 19 contains 11884 members 
Mstep: Class 20 contains 15362 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854436.000000 Penalty: 49689.800781
Iteration 193Q: 24 clusters Score -5.385444e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 11294 members 
Mstep: Class 3 contains 87407 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 5877 members 
Mstep: Class 7 contains 38903 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 64069 members 
Mstep: Class 10 contains 10629 members 
Mstep: Class 11 contains 200130 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 16163 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 5301 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13355 members 
Mstep: Class 19 contains 11889 members 
Mstep: Class 20 contains 15354 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854732.000000 Penalty: 49689.800781
Iteration 194Q: 24 clusters Score -5.385473e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 11303 members 
Mstep: Class 3 contains 87408 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 1739 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 38904 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 64273 members 
Mstep: Class 10 contains 10524 members 
Mstep: Class 11 contains 200073 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8305 members 
Mstep: Class 14 contains 16147 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13351 members 
Mstep: Class 19 contains 11905 members 
Mstep: Class 20 contains 15340 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 76078 members 
Mstep: Class 23 contains 7406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854720.000000 Penalty: 49689.800781
Iteration 195Q: 24 clusters Score -5.385472e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 11309 members 
Mstep: Class 3 contains 87412 members 
Mstep: Class 4 contains 1052 members 
Mstep: Class 5 contains 1728 members 
Mstep: Class 6 contains 5861 members 
Mstep: Class 7 contains 38902 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 64442 members 
Mstep: Class 10 contains 10424 members 
Mstep: Class 11 contains 200037 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 16134 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13341 members 
Mstep: Class 19 contains 11924 members 
Mstep: Class 20 contains 15326 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854832.000000 Penalty: 49689.800781
Iteration 196Q: 24 clusters Score -5.385483e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 11310 members 
Mstep: Class 3 contains 87411 members 
Mstep: Class 4 contains 1056 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 5852 members 
Mstep: Class 7 contains 38903 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 64626 members 
Mstep: Class 10 contains 10315 members 
Mstep: Class 11 contains 199999 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 16118 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 5294 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13334 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 15307 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854876.000000 Penalty: 49689.800781
Iteration 197Q: 24 clusters Score -5.385488e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 87413 members 
Mstep: Class 4 contains 1058 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 5846 members 
Mstep: Class 7 contains 38905 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 64820 members 
Mstep: Class 10 contains 10199 members 
Mstep: Class 11 contains 199952 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 16101 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 5295 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13330 members 
Mstep: Class 19 contains 11968 members 
Mstep: Class 20 contains 15288 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854964.000000 Penalty: 49689.800781
Iteration 198Q: 24 clusters Score -5.385496e+07 nChanged 333
Entering ConstructFrom: 
Score: -53854964.000000 Penalty: 49689.800781
Entering ConstructFrom: 
Trying to split cluster 1 (6641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Entering Unmasked Estep 
Score: -657211.750000 Penalty: 1430.165405
	Iteration 0F: 2 clusters Score -657211.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -652164.312500 Penalty: 2860.330811
	Iteration 0F: 3 clusters Score -652164.3 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -653661.562500 Penalty: 2860.330811
	Iteration 1F: 3 clusters Score -653661.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -653837.312500 Penalty: 2860.330811
	Iteration 2F: 3 clusters Score -653837.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -653968.625000 Penalty: 2860.330811
	Iteration 3Q: 3 clusters Score -653968.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -654058.187500 Penalty: 2860.330811
	Iteration 4Q: 3 clusters Score -654058.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -654129.125000 Penalty: 2860.330811
	Iteration 5Q: 3 clusters Score -654129.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -654183.812500 Penalty: 2860.330811
	Iteration 6Q: 3 clusters Score -654183.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -654233.562500 Penalty: 2860.330811
	Iteration 7Q: 3 clusters Score -654233.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -654270.437500 Penalty: 2860.330811
	Iteration 8Q: 3 clusters Score -654270.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -654304.687500 Penalty: 2860.330811
	Iteration 9Q: 3 clusters Score -654304.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -654333.500000 Penalty: 2860.330811
	Iteration 10Q: 3 clusters Score -654333.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -654365.312500 Penalty: 2860.330811
	Iteration 11Q: 3 clusters Score -654365.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -654389.812500 Penalty: 2860.330811
	Iteration 12Q: 3 clusters Score -654389.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -654413.062500 Penalty: 2860.330811
	Iteration 13Q: 3 clusters Score -654413.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -654434.750000 Penalty: 2860.330811
	Iteration 14Q: 3 clusters Score -654434.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -654462.312500 Penalty: 2860.330811
	Iteration 15Q: 3 clusters Score -654462.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -654493.375000 Penalty: 2860.330811
	Iteration 16Q: 3 clusters Score -654493.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -654522.375000 Penalty: 2860.330811
	Iteration 17Q: 3 clusters Score -654522.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -654562.937500 Penalty: 2860.330811
	Iteration 18Q: 3 clusters Score -654562.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -654612.687500 Penalty: 2860.330811
	Iteration 19Q: 3 clusters Score -654612.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -654666.437500 Penalty: 2860.330811
	Iteration 20F: 3 clusters Score -654666.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -654729.687500 Penalty: 2860.330811
	Iteration 21Q: 3 clusters Score -654729.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -654797.187500 Penalty: 2860.330811
	Iteration 22Q: 3 clusters Score -654797.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -654876.062500 Penalty: 2860.330811
	Iteration 23Q: 3 clusters Score -654876.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -654969.812500 Penalty: 2860.330811
	Iteration 24Q: 3 clusters Score -654969.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -655075.062500 Penalty: 2860.330811
	Iteration 25Q: 3 clusters Score -655075.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -655177.625000 Penalty: 2860.330811
	Iteration 26Q: 3 clusters Score -655177.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -655291.000000 Penalty: 2860.330811
	Iteration 27Q: 3 clusters Score -655291 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -655397.125000 Penalty: 2860.330811
	Iteration 28Q: 3 clusters Score -655397.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -655502.375000 Penalty: 2860.330811
	Iteration 29Q: 3 clusters Score -655502.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -655616.187500 Penalty: 2860.330811
	Iteration 30Q: 3 clusters Score -655616.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -655702.125000 Penalty: 2860.330811
	Iteration 31Q: 3 clusters Score -655702.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -655769.437500 Penalty: 2860.330811
	Iteration 32Q: 3 clusters Score -655769.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -655812.750000 Penalty: 2860.330811
	Iteration 33Q: 3 clusters Score -655812.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -655848.812500 Penalty: 2860.330811
	Iteration 34Q: 3 clusters Score -655848.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -655879.500000 Penalty: 2860.330811
	Iteration 35Q: 3 clusters Score -655879.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -655906.937500 Penalty: 2860.330811
	Iteration 36Q: 3 clusters Score -655906.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -655932.875000 Penalty: 2860.330811
	Iteration 37Q: 3 clusters Score -655932.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -655952.500000 Penalty: 2860.330811
	Iteration 38Q: 3 clusters Score -655952.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -655961.062500 Penalty: 2860.330811
	Iteration 39Q: 3 clusters Score -655961.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -655970.937500 Penalty: 2860.330811
	Iteration 40F: 3 clusters Score -655970.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -655981.250000 Penalty: 2860.330811
	Iteration 41Q: 3 clusters Score -655981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -655983.625000 Penalty: 2860.330811
	Iteration 42Q: 3 clusters Score -655983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -655987.187500 Penalty: 2860.330811
	Iteration 43Q: 3 clusters Score -655987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -655989.750000 Penalty: 2860.330811
	Iteration 44Q: 3 clusters Score -655989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -655993.250000 Penalty: 2860.330811
	Iteration 45Q: 3 clusters Score -655993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -655994.687500 Penalty: 2860.330811
	Iteration 46Q: 3 clusters Score -655994.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -655998.875000 Penalty: 2860.330811
	Iteration 47Q: 3 clusters Score -655998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -656002.062500 Penalty: 2860.330811
	Iteration 48Q: 3 clusters Score -656002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -656007.625000 Penalty: 2860.330811
	Iteration 49Q: 3 clusters Score -656007.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -656009.312500 Penalty: 2860.330811
	Iteration 50Q: 3 clusters Score -656009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -656010.375000 Penalty: 2860.330811
	Iteration 51Q: 3 clusters Score -656010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -656012.250000 Penalty: 2860.330811
	Iteration 52Q: 3 clusters Score -656012.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -656012.375000 Penalty: 2860.330811
	Iteration 53Q: 3 clusters Score -656012.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -656012.375000 Penalty: 2860.330811
	Iteration 54F: 3 clusters Score -656012.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Entering Unmasked Estep 
Score: -1087011.750000 Penalty: 1516.641357
	Iteration 0F: 2 clusters Score -1087012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1079003.125000 Penalty: 3033.282715
	Iteration 0F: 3 clusters Score -1079003 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1081634.250000 Penalty: 3033.282715
	Iteration 1F: 3 clusters Score -1081634 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1082012.875000 Penalty: 3033.282715
	Iteration 2F: 3 clusters Score -1082013 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1082390.250000 Penalty: 3033.282715
	Iteration 3F: 3 clusters Score -1082390 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1082778.625000 Penalty: 3033.282715
	Iteration 4F: 3 clusters Score -1082779 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1083172.875000 Penalty: 3033.282715
	Iteration 5F: 3 clusters Score -1083173 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1083562.250000 Penalty: 3033.282715
	Iteration 6F: 3 clusters Score -1083562 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1083936.875000 Penalty: 3033.282715
	Iteration 7F: 3 clusters Score -1083937 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1084314.375000 Penalty: 3033.282715
	Iteration 8Q: 3 clusters Score -1084314 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1084704.375000 Penalty: 3033.282715
	Iteration 9Q: 3 clusters Score -1084704 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1085045.500000 Penalty: 3033.282715
	Iteration 10Q: 3 clusters Score -1085046 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1085328.125000 Penalty: 3033.282715
	Iteration 11Q: 3 clusters Score -1085328 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1085594.125000 Penalty: 3033.282715
	Iteration 12Q: 3 clusters Score -1085594 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1085832.125000 Penalty: 3033.282715
	Iteration 13Q: 3 clusters Score -1085832 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1086009.750000 Penalty: 3033.282715
	Iteration 14Q: 3 clusters Score -1086010 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1086133.375000 Penalty: 3033.282715
	Iteration 15Q: 3 clusters Score -1086133 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1086189.250000 Penalty: 3033.282715
	Iteration 16Q: 3 clusters Score -1086189 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1086220.625000 Penalty: 3033.282715
	Iteration 17Q: 3 clusters Score -1086221 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1086240.625000 Penalty: 3033.282715
	Iteration 18Q: 3 clusters Score -1086241 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1086251.750000 Penalty: 3033.282715
	Iteration 19Q: 3 clusters Score -1086252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1086262.625000 Penalty: 3033.282715
	Iteration 20F: 3 clusters Score -1086263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1086267.625000 Penalty: 3033.282715
	Iteration 21Q: 3 clusters Score -1086268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1086272.000000 Penalty: 3033.282715
	Iteration 22Q: 3 clusters Score -1086272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1086278.000000 Penalty: 3033.282715
	Iteration 23Q: 3 clusters Score -1086278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1086281.875000 Penalty: 3033.282715
	Iteration 24Q: 3 clusters Score -1086282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1086286.000000 Penalty: 3033.282715
	Iteration 25Q: 3 clusters Score -1086286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1086287.000000 Penalty: 3033.282715
	Iteration 26Q: 3 clusters Score -1086287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1086288.125000 Penalty: 3033.282715
	Iteration 27Q: 3 clusters Score -1086288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1086288.375000 Penalty: 3033.282715
	Iteration 28Q: 3 clusters Score -1086288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1086291.375000 Penalty: 3033.282715
	Iteration 29Q: 3 clusters Score -1086291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1086292.125000 Penalty: 3033.282715
	Iteration 30Q: 3 clusters Score -1086292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1086291.000000 Penalty: 3033.282715
	Iteration 31Q: 3 clusters Score -1086291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1086295.250000 Penalty: 3033.282715
	Iteration 32Q: 3 clusters Score -1086295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1086296.000000 Penalty: 3033.282715
	Iteration 33Q: 3 clusters Score -1086296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1086298.875000 Penalty: 3033.282715
	Iteration 34Q: 3 clusters Score -1086299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1086297.875000 Penalty: 3033.282715
	Iteration 35Q: 3 clusters Score -1086298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1086297.875000 Penalty: 3033.282715
	Iteration 36Q: 3 clusters Score -1086298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1086297.875000 Penalty: 3033.282715
	Iteration 37F: 3 clusters Score -1086298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Entering Unmasked Estep 
Score: -8012813.000000 Penalty: 1849.000977
	Iteration 0F: 2 clusters Score -8012813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -7954362.000000 Penalty: 3698.001953
	Iteration 0F: 3 clusters Score -7954362 nChanged 41796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -7978630.500000 Penalty: 3698.001953
	Iteration 1F: 3 clusters Score -7978630 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -7979588.500000 Penalty: 3698.001953
	Iteration 2Q: 3 clusters Score -7979588 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -7981362.000000 Penalty: 3698.001953
	Iteration 3Q: 3 clusters Score -7981362 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -7984651.000000 Penalty: 3698.001953
	Iteration 4F: 3 clusters Score -7984651 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -7990228.500000 Penalty: 3698.001953
	Iteration 5F: 3 clusters Score -7990228 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -7997997.000000 Penalty: 3698.001953
	Iteration 6F: 3 clusters Score -7997997 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81037 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -8005097.500000 Penalty: 3698.001953
	Iteration 7F: 3 clusters Score -8005098 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85113 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8009118.500000 Penalty: 3698.001953
	Iteration 8Q: 3 clusters Score -8009118 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8010494.000000 Penalty: 3698.001953
	Iteration 9Q: 3 clusters Score -8010494 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8010888.000000 Penalty: 3698.001953
	Iteration 10Q: 3 clusters Score -8010888 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8011028.000000 Penalty: 3698.001953
	Iteration 11Q: 3 clusters Score -8011028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8011070.000000 Penalty: 3698.001953
	Iteration 12Q: 3 clusters Score -8011070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8011124.500000 Penalty: 3698.001953
	Iteration 13Q: 3 clusters Score -8011124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8011140.000000 Penalty: 3698.001953
	Iteration 14Q: 3 clusters Score -8011140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87251 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8011163.500000 Penalty: 3698.001953
	Iteration 15Q: 3 clusters Score -8011164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8011164.000000 Penalty: 3698.001953
	Iteration 16Q: 3 clusters Score -8011164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8011170.500000 Penalty: 3698.001953
	Iteration 17Q: 3 clusters Score -8011170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8011172.000000 Penalty: 3698.001953
	Iteration 18Q: 3 clusters Score -8011172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8011172.500000 Penalty: 3698.001953
	Iteration 19Q: 3 clusters Score -8011172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8011172.500000 Penalty: 3698.001953
	Iteration 20F: 3 clusters Score -8011172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Entering Unmasked Estep 
Score: -93062.062500 Penalty: 1131.210571
	Iteration 0F: 2 clusters Score -93062.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91584.328125 Penalty: 2262.421143
	Iteration 0F: 3 clusters Score -91584.33 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -91875.679688 Penalty: 2262.421143
	Iteration 1F: 3 clusters Score -91875.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -91928.414062 Penalty: 2262.421143
	Iteration 2F: 3 clusters Score -91928.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -91957.625000 Penalty: 2262.421143
	Iteration 3Q: 3 clusters Score -91957.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -91976.148438 Penalty: 2262.421143
	Iteration 4Q: 3 clusters Score -91976.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91982.468750 Penalty: 2262.421143
	Iteration 5Q: 3 clusters Score -91982.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -91986.289062 Penalty: 2262.421143
	Iteration 6Q: 3 clusters Score -91986.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -91988.257812 Penalty: 2262.421143
	Iteration 7Q: 3 clusters Score -91988.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -91988.257812 Penalty: 2262.421143
	Iteration 8F: 3 clusters Score -91988.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -156985.531250 Penalty: 1208.928467
	Iteration 0F: 2 clusters Score -156985.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -155082.796875 Penalty: 2417.856934
	Iteration 0F: 3 clusters Score -155082.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -155464.328125 Penalty: 2417.856934
	Iteration 1F: 3 clusters Score -155464.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -155545.453125 Penalty: 2417.856934
	Iteration 2F: 3 clusters Score -155545.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -155598.390625 Penalty: 2417.856934
	Iteration 3Q: 3 clusters Score -155598.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -155624.984375 Penalty: 2417.856934
	Iteration 4Q: 3 clusters Score -155625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -155640.296875 Penalty: 2417.856934
	Iteration 5Q: 3 clusters Score -155640.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -155651.421875 Penalty: 2417.856934
	Iteration 6Q: 3 clusters Score -155651.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -155659.609375 Penalty: 2417.856934
	Iteration 7Q: 3 clusters Score -155659.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -155678.593750 Penalty: 2417.856934
	Iteration 8Q: 3 clusters Score -155678.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -155691.250000 Penalty: 2417.856934
	Iteration 9Q: 3 clusters Score -155691.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -155694.859375 Penalty: 2417.856934
	Iteration 10Q: 3 clusters Score -155694.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -155702.218750 Penalty: 2417.856934
	Iteration 11Q: 3 clusters Score -155702.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -155715.031250 Penalty: 2417.856934
	Iteration 12Q: 3 clusters Score -155715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -155725.921875 Penalty: 2417.856934
	Iteration 13Q: 3 clusters Score -155725.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -155730.718750 Penalty: 2417.856934
	Iteration 14Q: 3 clusters Score -155730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -155732.921875 Penalty: 2417.856934
	Iteration 15Q: 3 clusters Score -155732.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -155734.875000 Penalty: 2417.856934
	Iteration 16Q: 3 clusters Score -155734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -155737.718750 Penalty: 2417.856934
	Iteration 17Q: 3 clusters Score -155737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -155742.312500 Penalty: 2417.856934
	Iteration 18Q: 3 clusters Score -155742.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -155746.953125 Penalty: 2417.856934
	Iteration 19Q: 3 clusters Score -155747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -155752.031250 Penalty: 2417.856934
	Iteration 20F: 3 clusters Score -155752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -155753.484375 Penalty: 2417.856934
	Iteration 21Q: 3 clusters Score -155753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -155754.531250 Penalty: 2417.856934
	Iteration 22Q: 3 clusters Score -155754.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -155755.312500 Penalty: 2417.856934
	Iteration 23Q: 3 clusters Score -155755.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -155757.078125 Penalty: 2417.856934
	Iteration 24Q: 3 clusters Score -155757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -155759.343750 Penalty: 2417.856934
	Iteration 25Q: 3 clusters Score -155759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -155761.359375 Penalty: 2417.856934
	Iteration 26Q: 3 clusters Score -155761.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -155763.500000 Penalty: 2417.856934
	Iteration 27Q: 3 clusters Score -155763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155764.953125 Penalty: 2417.856934
	Iteration 28Q: 3 clusters Score -155765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -155767.468750 Penalty: 2417.856934
	Iteration 29Q: 3 clusters Score -155767.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -155770.406250 Penalty: 2417.856934
	Iteration 30Q: 3 clusters Score -155770.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -155773.093750 Penalty: 2417.856934
	Iteration 31Q: 3 clusters Score -155773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -155773.921875 Penalty: 2417.856934
	Iteration 32Q: 3 clusters Score -155773.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -155775.531250 Penalty: 2417.856934
	Iteration 33Q: 3 clusters Score -155775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -155777.203125 Penalty: 2417.856934
	Iteration 34Q: 3 clusters Score -155777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -155777.203125 Penalty: 2417.856934
	Iteration 35F: 3 clusters Score -155777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Entering Unmasked Estep 
Score: -522490.156250 Penalty: 1409.306763
	Iteration 0F: 2 clusters Score -522490.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -517935.531250 Penalty: 2818.613525
	Iteration 0F: 3 clusters Score -517935.5 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -519218.687500 Penalty: 2818.613525
	Iteration 1F: 3 clusters Score -519218.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -519407.093750 Penalty: 2818.613525
	Iteration 2F: 3 clusters Score -519407.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -519534.312500 Penalty: 2818.613525
	Iteration 3F: 3 clusters Score -519534.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -519656.062500 Penalty: 2818.613525
	Iteration 4Q: 3 clusters Score -519656.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -519787.593750 Penalty: 2818.613525
	Iteration 5Q: 3 clusters Score -519787.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -519917.500000 Penalty: 2818.613525
	Iteration 6Q: 3 clusters Score -519917.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -520051.250000 Penalty: 2818.613525
	Iteration 7Q: 3 clusters Score -520051.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -520175.312500 Penalty: 2818.613525
	Iteration 8Q: 3 clusters Score -520175.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -520299.843750 Penalty: 2818.613525
	Iteration 9Q: 3 clusters Score -520299.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -520415.343750 Penalty: 2818.613525
	Iteration 10Q: 3 clusters Score -520415.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -520531.312500 Penalty: 2818.613525
	Iteration 11Q: 3 clusters Score -520531.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -520633.843750 Penalty: 2818.613525
	Iteration 12Q: 3 clusters Score -520633.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -520735.125000 Penalty: 2818.613525
	Iteration 13Q: 3 clusters Score -520735.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -520830.125000 Penalty: 2818.613525
	Iteration 14Q: 3 clusters Score -520830.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -520915.875000 Penalty: 2818.613525
	Iteration 15Q: 3 clusters Score -520915.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -520990.250000 Penalty: 2818.613525
	Iteration 16Q: 3 clusters Score -520990.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -521047.750000 Penalty: 2818.613525
	Iteration 17Q: 3 clusters Score -521047.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -521092.625000 Penalty: 2818.613525
	Iteration 18Q: 3 clusters Score -521092.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -521131.625000 Penalty: 2818.613525
	Iteration 19Q: 3 clusters Score -521131.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -521159.656250 Penalty: 2818.613525
	Iteration 20F: 3 clusters Score -521159.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -521172.875000 Penalty: 2818.613525
	Iteration 21Q: 3 clusters Score -521172.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -521190.156250 Penalty: 2818.613525
	Iteration 22Q: 3 clusters Score -521190.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -521204.000000 Penalty: 2818.613525
	Iteration 23Q: 3 clusters Score -521204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -521219.281250 Penalty: 2818.613525
	Iteration 24Q: 3 clusters Score -521219.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -521233.062500 Penalty: 2818.613525
	Iteration 25Q: 3 clusters Score -521233.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -521239.437500 Penalty: 2818.613525
	Iteration 26Q: 3 clusters Score -521239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -521244.437500 Penalty: 2818.613525
	Iteration 27Q: 3 clusters Score -521244.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -521248.375000 Penalty: 2818.613525
	Iteration 28Q: 3 clusters Score -521248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -521252.718750 Penalty: 2818.613525
	Iteration 29Q: 3 clusters Score -521252.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -521255.593750 Penalty: 2818.613525
	Iteration 30Q: 3 clusters Score -521255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -521255.593750 Penalty: 2818.613525
	Iteration 31F: 3 clusters Score -521255.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Entering Unmasked Estep 
Score: -3835943.500000 Penalty: 1717.451050
	Iteration 0F: 2 clusters Score -3835944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3809980.250000 Penalty: 3434.902100
	Iteration 0F: 3 clusters Score -3809980 nChanged 18006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3820012.250000 Penalty: 3434.902100
	Iteration 1F: 3 clusters Score -3820012 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3820544.000000 Penalty: 3434.902100
	Iteration 2Q: 3 clusters Score -3820544 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3821162.250000 Penalty: 3434.902100
	Iteration 3Q: 3 clusters Score -3821162 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3822132.250000 Penalty: 3434.902100
	Iteration 4F: 3 clusters Score -3822132 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3823619.000000 Penalty: 3434.902100
	Iteration 5F: 3 clusters Score -3823619 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3825873.750000 Penalty: 3434.902100
	Iteration 6F: 3 clusters Score -3825874 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3828674.000000 Penalty: 3434.902100
	Iteration 7F: 3 clusters Score -3828674 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3831248.500000 Penalty: 3434.902100
	Iteration 8F: 3 clusters Score -3831248 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3833147.250000 Penalty: 3434.902100
	Iteration 9Q: 3 clusters Score -3833147 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3834363.500000 Penalty: 3434.902100
	Iteration 10Q: 3 clusters Score -3834364 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3834994.500000 Penalty: 3434.902100
	Iteration 11Q: 3 clusters Score -3834994 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3835254.500000 Penalty: 3434.902100
	Iteration 12Q: 3 clusters Score -3835254 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3835344.250000 Penalty: 3434.902100
	Iteration 13Q: 3 clusters Score -3835344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3835377.000000 Penalty: 3434.902100
	Iteration 14Q: 3 clusters Score -3835377 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3835411.750000 Penalty: 3434.902100
	Iteration 15Q: 3 clusters Score -3835412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3835432.500000 Penalty: 3434.902100
	Iteration 16Q: 3 clusters Score -3835432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3835438.750000 Penalty: 3434.902100
	Iteration 17Q: 3 clusters Score -3835439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3835453.000000 Penalty: 3434.902100
	Iteration 18Q: 3 clusters Score -3835453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3835448.000000 Penalty: 3434.902100
	Iteration 19Q: 3 clusters Score -3835448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3835454.250000 Penalty: 3434.902100
	Iteration 20F: 3 clusters Score -3835454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3835452.000000 Penalty: 3434.902100
	Iteration 21Q: 3 clusters Score -3835452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3835455.000000 Penalty: 3434.902100
	Iteration 22Q: 3 clusters Score -3835455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3835458.250000 Penalty: 3434.902100
	Iteration 23Q: 3 clusters Score -3835458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3835454.000000 Penalty: 3434.902100
	Iteration 24Q: 3 clusters Score -3835454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3835454.000000 Penalty: 3434.902100
	Iteration 25F: 3 clusters Score -3835454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Entering Unmasked Estep 
Score: -357571.500000 Penalty: 1345.409668
	Iteration 0F: 2 clusters Score -357571.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -354202.218750 Penalty: 2690.819336
	Iteration 0F: 3 clusters Score -354202.2 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -355091.156250 Penalty: 2690.819336
	Iteration 1F: 3 clusters Score -355091.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -355233.656250 Penalty: 2690.819336
	Iteration 2F: 3 clusters Score -355233.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -355307.125000 Penalty: 2690.819336
	Iteration 3Q: 3 clusters Score -355307.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -355366.062500 Penalty: 2690.819336
	Iteration 4Q: 3 clusters Score -355366.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -355426.968750 Penalty: 2690.819336
	Iteration 5Q: 3 clusters Score -355427 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -355476.906250 Penalty: 2690.819336
	Iteration 6Q: 3 clusters Score -355476.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -355526.000000 Penalty: 2690.819336
	Iteration 7Q: 3 clusters Score -355526 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -355565.031250 Penalty: 2690.819336
	Iteration 8Q: 3 clusters Score -355565 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -355597.343750 Penalty: 2690.819336
	Iteration 9Q: 3 clusters Score -355597.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -355626.750000 Penalty: 2690.819336
	Iteration 10Q: 3 clusters Score -355626.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -355645.375000 Penalty: 2690.819336
	Iteration 11Q: 3 clusters Score -355645.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -355667.125000 Penalty: 2690.819336
	Iteration 12Q: 3 clusters Score -355667.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -355691.656250 Penalty: 2690.819336
	Iteration 13Q: 3 clusters Score -355691.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -355727.812500 Penalty: 2690.819336
	Iteration 14Q: 3 clusters Score -355727.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -355775.281250 Penalty: 2690.819336
	Iteration 15Q: 3 clusters Score -355775.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -355837.406250 Penalty: 2690.819336
	Iteration 16Q: 3 clusters Score -355837.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -355903.687500 Penalty: 2690.819336
	Iteration 17Q: 3 clusters Score -355903.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -355973.031250 Penalty: 2690.819336
	Iteration 18Q: 3 clusters Score -355973 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -356030.218750 Penalty: 2690.819336
	Iteration 19Q: 3 clusters Score -356030.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -356082.468750 Penalty: 2690.819336
	Iteration 20F: 3 clusters Score -356082.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -356116.250000 Penalty: 2690.819336
	Iteration 21Q: 3 clusters Score -356116.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -356165.000000 Penalty: 2690.819336
	Iteration 22Q: 3 clusters Score -356165 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -356202.281250 Penalty: 2690.819336
	Iteration 23Q: 3 clusters Score -356202.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -356236.343750 Penalty: 2690.819336
	Iteration 24Q: 3 clusters Score -356236.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -356265.843750 Penalty: 2690.819336
	Iteration 25Q: 3 clusters Score -356265.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -356284.687500 Penalty: 2690.819336
	Iteration 26Q: 3 clusters Score -356284.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -356296.062500 Penalty: 2690.819336
	Iteration 27Q: 3 clusters Score -356296.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -356307.281250 Penalty: 2690.819336
	Iteration 28Q: 3 clusters Score -356307.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -356324.218750 Penalty: 2690.819336
	Iteration 29Q: 3 clusters Score -356324.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -356339.750000 Penalty: 2690.819336
	Iteration 30Q: 3 clusters Score -356339.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -356355.687500 Penalty: 2690.819336
	Iteration 31Q: 3 clusters Score -356355.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -356368.031250 Penalty: 2690.819336
	Iteration 32Q: 3 clusters Score -356368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -356376.250000 Penalty: 2690.819336
	Iteration 33Q: 3 clusters Score -356376.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -356383.593750 Penalty: 2690.819336
	Iteration 34Q: 3 clusters Score -356383.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -356391.687500 Penalty: 2690.819336
	Iteration 35Q: 3 clusters Score -356391.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -356397.000000 Penalty: 2690.819336
	Iteration 36Q: 3 clusters Score -356397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -356402.281250 Penalty: 2690.819336
	Iteration 37Q: 3 clusters Score -356402.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -356407.437500 Penalty: 2690.819336
	Iteration 38Q: 3 clusters Score -356407.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -356410.687500 Penalty: 2690.819336
	Iteration 39Q: 3 clusters Score -356410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -356413.250000 Penalty: 2690.819336
	Iteration 40F: 3 clusters Score -356413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -356415.687500 Penalty: 2690.819336
	Iteration 41Q: 3 clusters Score -356415.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -356416.750000 Penalty: 2690.819336
	Iteration 42Q: 3 clusters Score -356416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -356417.750000 Penalty: 2690.819336
	Iteration 43Q: 3 clusters Score -356417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -356419.031250 Penalty: 2690.819336
	Iteration 44Q: 3 clusters Score -356419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -356419.312500 Penalty: 2690.819336
	Iteration 45Q: 3 clusters Score -356419.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -356419.312500 Penalty: 2690.819336
	Iteration 46F: 3 clusters Score -356419.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Entering Unmasked Estep 
Score: -5913199.500000 Penalty: 1800.803101
	Iteration 0F: 2 clusters Score -5913200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -5869696.000000 Penalty: 3601.606201
	Iteration 0F: 3 clusters Score -5869696 nChanged 30735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -5887389.000000 Penalty: 3601.606201
	Iteration 1F: 3 clusters Score -5887389 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -5888023.500000 Penalty: 3601.606201
	Iteration 2Q: 3 clusters Score -5888024 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -5888717.000000 Penalty: 3601.606201
	Iteration 3Q: 3 clusters Score -5888717 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -5889632.500000 Penalty: 3601.606201
	Iteration 4Q: 3 clusters Score -5889632 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -5890936.500000 Penalty: 3601.606201
	Iteration 5Q: 3 clusters Score -5890936 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -5892506.500000 Penalty: 3601.606201
	Iteration 6Q: 3 clusters Score -5892506 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -5894280.500000 Penalty: 3601.606201
	Iteration 7F: 3 clusters Score -5894280 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -5896450.000000 Penalty: 3601.606201
	Iteration 8F: 3 clusters Score -5896450 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -5898681.000000 Penalty: 3601.606201
	Iteration 9F: 3 clusters Score -5898681 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -5900613.000000 Penalty: 3601.606201
	Iteration 10Q: 3 clusters Score -5900613 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -5902137.000000 Penalty: 3601.606201
	Iteration 11Q: 3 clusters Score -5902137 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -5903244.000000 Penalty: 3601.606201
	Iteration 12Q: 3 clusters Score -5903244 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -5904086.500000 Penalty: 3601.606201
	Iteration 13Q: 3 clusters Score -5904086 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -5904795.500000 Penalty: 3601.606201
	Iteration 14Q: 3 clusters Score -5904796 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -5905462.500000 Penalty: 3601.606201
	Iteration 15Q: 3 clusters Score -5905462 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -5906144.500000 Penalty: 3601.606201
	Iteration 16Q: 3 clusters Score -5906144 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -5906825.500000 Penalty: 3601.606201
	Iteration 17Q: 3 clusters Score -5906826 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -5907426.000000 Penalty: 3601.606201
	Iteration 18Q: 3 clusters Score -5907426 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -5908031.000000 Penalty: 3601.606201
	Iteration 19Q: 3 clusters Score -5908031 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -5908638.500000 Penalty: 3601.606201
	Iteration 20F: 3 clusters Score -5908638 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -5909142.500000 Penalty: 3601.606201
	Iteration 21Q: 3 clusters Score -5909142 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -5909635.500000 Penalty: 3601.606201
	Iteration 22Q: 3 clusters Score -5909636 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -5910060.500000 Penalty: 3601.606201
	Iteration 23Q: 3 clusters Score -5910060 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5910483.500000 Penalty: 3601.606201
	Iteration 24Q: 3 clusters Score -5910484 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5910802.000000 Penalty: 3601.606201
	Iteration 25Q: 3 clusters Score -5910802 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5911054.500000 Penalty: 3601.606201
	Iteration 26Q: 3 clusters Score -5911054 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63649 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5911241.000000 Penalty: 3601.606201
	Iteration 27Q: 3 clusters Score -5911241 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5911383.500000 Penalty: 3601.606201
	Iteration 28Q: 3 clusters Score -5911384 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5911465.500000 Penalty: 3601.606201
	Iteration 29Q: 3 clusters Score -5911466 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5911531.000000 Penalty: 3601.606201
	Iteration 30Q: 3 clusters Score -5911531 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64174 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5911581.500000 Penalty: 3601.606201
	Iteration 31Q: 3 clusters Score -5911582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64222 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5911613.000000 Penalty: 3601.606201
	Iteration 32Q: 3 clusters Score -5911613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5911644.000000 Penalty: 3601.606201
	Iteration 33Q: 3 clusters Score -5911644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5911669.000000 Penalty: 3601.606201
	Iteration 34Q: 3 clusters Score -5911669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5911684.500000 Penalty: 3601.606201
	Iteration 35Q: 3 clusters Score -5911684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5911715.000000 Penalty: 3601.606201
	Iteration 36Q: 3 clusters Score -5911715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5911730.000000 Penalty: 3601.606201
	Iteration 37Q: 3 clusters Score -5911730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5911745.500000 Penalty: 3601.606201
	Iteration 38Q: 3 clusters Score -5911746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5911767.500000 Penalty: 3601.606201
	Iteration 39Q: 3 clusters Score -5911768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5911776.500000 Penalty: 3601.606201
	Iteration 40F: 3 clusters Score -5911776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5911797.500000 Penalty: 3601.606201
	Iteration 41Q: 3 clusters Score -5911798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5911792.000000 Penalty: 3601.606201
	Iteration 42Q: 3 clusters Score -5911792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5911805.000000 Penalty: 3601.606201
	Iteration 43Q: 3 clusters Score -5911805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5911806.500000 Penalty: 3601.606201
	Iteration 44Q: 3 clusters Score -5911806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64454 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5911804.500000 Penalty: 3601.606201
	Iteration 45Q: 3 clusters Score -5911804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5911804.000000 Penalty: 3601.606201
	Iteration 46Q: 3 clusters Score -5911804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5911809.000000 Penalty: 3601.606201
	Iteration 47Q: 3 clusters Score -5911809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5911809.000000 Penalty: 3601.606201
	Iteration 48F: 3 clusters Score -5911809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Entering Unmasked Estep 
Score: -937831.375000 Penalty: 1498.232788
	Iteration 0F: 2 clusters Score -937831.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -930614.625000 Penalty: 2996.465576
	Iteration 0F: 3 clusters Score -930614.6 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -932912.875000 Penalty: 2996.465576
	Iteration 1F: 3 clusters Score -932912.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -933153.375000 Penalty: 2996.465576
	Iteration 2F: 3 clusters Score -933153.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -933331.937500 Penalty: 2996.465576
	Iteration 3Q: 3 clusters Score -933331.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -933469.562500 Penalty: 2996.465576
	Iteration 4Q: 3 clusters Score -933469.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -933610.500000 Penalty: 2996.465576
	Iteration 5Q: 3 clusters Score -933610.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -933742.250000 Penalty: 2996.465576
	Iteration 6Q: 3 clusters Score -933742.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -933896.125000 Penalty: 2996.465576
	Iteration 7Q: 3 clusters Score -933896.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -934041.812500 Penalty: 2996.465576
	Iteration 8Q: 3 clusters Score -934041.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -934192.125000 Penalty: 2996.465576
	Iteration 9Q: 3 clusters Score -934192.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -934366.312500 Penalty: 2996.465576
	Iteration 10Q: 3 clusters Score -934366.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -934539.875000 Penalty: 2996.465576
	Iteration 11Q: 3 clusters Score -934539.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -934716.187500 Penalty: 2996.465576
	Iteration 12Q: 3 clusters Score -934716.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -934910.312500 Penalty: 2996.465576
	Iteration 13Q: 3 clusters Score -934910.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -935114.500000 Penalty: 2996.465576
	Iteration 14Q: 3 clusters Score -935114.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -935350.187500 Penalty: 2996.465576
	Iteration 15Q: 3 clusters Score -935350.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -935589.500000 Penalty: 2996.465576
	Iteration 16Q: 3 clusters Score -935589.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -935828.812500 Penalty: 2996.465576
	Iteration 17Q: 3 clusters Score -935828.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -936025.187500 Penalty: 2996.465576
	Iteration 18Q: 3 clusters Score -936025.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -936168.375000 Penalty: 2996.465576
	Iteration 19Q: 3 clusters Score -936168.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -936270.250000 Penalty: 2996.465576
	Iteration 20F: 3 clusters Score -936270.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -936348.437500 Penalty: 2996.465576
	Iteration 21Q: 3 clusters Score -936348.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -936401.750000 Penalty: 2996.465576
	Iteration 22Q: 3 clusters Score -936401.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -936439.062500 Penalty: 2996.465576
	Iteration 23Q: 3 clusters Score -936439.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -936473.625000 Penalty: 2996.465576
	Iteration 24Q: 3 clusters Score -936473.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -936494.000000 Penalty: 2996.465576
	Iteration 25Q: 3 clusters Score -936494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -936515.062500 Penalty: 2996.465576
	Iteration 26Q: 3 clusters Score -936515.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -936525.125000 Penalty: 2996.465576
	Iteration 27Q: 3 clusters Score -936525.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -936528.437500 Penalty: 2996.465576
	Iteration 28Q: 3 clusters Score -936528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -936531.562500 Penalty: 2996.465576
	Iteration 29Q: 3 clusters Score -936531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -936532.375000 Penalty: 2996.465576
	Iteration 30Q: 3 clusters Score -936532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -936535.500000 Penalty: 2996.465576
	Iteration 31Q: 3 clusters Score -936535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -936539.250000 Penalty: 2996.465576
	Iteration 32Q: 3 clusters Score -936539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -936540.187500 Penalty: 2996.465576
	Iteration 33Q: 3 clusters Score -936540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -936543.625000 Penalty: 2996.465576
	Iteration 34Q: 3 clusters Score -936543.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -936544.000000 Penalty: 2996.465576
	Iteration 35Q: 3 clusters Score -936544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -936547.750000 Penalty: 2996.465576
	Iteration 36Q: 3 clusters Score -936547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -936549.312500 Penalty: 2996.465576
	Iteration 37Q: 3 clusters Score -936549.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -936554.187500 Penalty: 2996.465576
	Iteration 38Q: 3 clusters Score -936554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -936557.125000 Penalty: 2996.465576
	Iteration 39Q: 3 clusters Score -936557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -936558.937500 Penalty: 2996.465576
	Iteration 40F: 3 clusters Score -936558.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (199911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199911 members 
Entering Unmasked Estep 
Score: -18304150.000000 Penalty: 1983.414429
	Iteration 0F: 2 clusters Score -1.830415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99765 members 
Mstep: Class 2 contains 100146 members 
Entering Unmasked Estep 
Score: -18171020.000000 Penalty: 3966.828857
	Iteration 0F: 3 clusters Score -1.817102e+07 nChanged 96838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96613 members 
Mstep: Class 2 contains 103298 members 
Entering Unmasked Estep 
Score: -18229558.000000 Penalty: 3966.828857
	Iteration 1F: 3 clusters Score -1.822956e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95228 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -18231272.000000 Penalty: 3966.828857
	Iteration 2Q: 3 clusters Score -1.823127e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93117 members 
Mstep: Class 2 contains 106794 members 
Entering Unmasked Estep 
Score: -18233668.000000 Penalty: 3966.828857
	Iteration 3Q: 3 clusters Score -1.823367e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 109815 members 
Entering Unmasked Estep 
Score: -18237194.000000 Penalty: 3966.828857
	Iteration 4Q: 3 clusters Score -1.823719e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -18242162.000000 Penalty: 3966.828857
	Iteration 5Q: 3 clusters Score -1.824216e+07 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 119729 members 
Entering Unmasked Estep 
Score: -18248592.000000 Penalty: 3966.828857
	Iteration 6F: 3 clusters Score -1.824859e+07 nChanged 11402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 126523 members 
Entering Unmasked Estep 
Score: -18256018.000000 Penalty: 3966.828857
	Iteration 7F: 3 clusters Score -1.825602e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 133586 members 
Entering Unmasked Estep 
Score: -18263186.000000 Penalty: 3966.828857
	Iteration 8F: 3 clusters Score -1.826319e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 139814 members 
Entering Unmasked Estep 
Score: -18268934.000000 Penalty: 3966.828857
	Iteration 9Q: 3 clusters Score -1.826893e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 145115 members 
Entering Unmasked Estep 
Score: -18272926.000000 Penalty: 3966.828857
	Iteration 10Q: 3 clusters Score -1.827293e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 149801 members 
Entering Unmasked Estep 
Score: -18275778.000000 Penalty: 3966.828857
	Iteration 11Q: 3 clusters Score -1.827578e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 154305 members 
Entering Unmasked Estep 
Score: -18277884.000000 Penalty: 3966.828857
	Iteration 12Q: 3 clusters Score -1.827788e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 158737 members 
Entering Unmasked Estep 
Score: -18279688.000000 Penalty: 3966.828857
	Iteration 13Q: 3 clusters Score -1.827969e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 163146 members 
Entering Unmasked Estep 
Score: -18281518.000000 Penalty: 3966.828857
	Iteration 14Q: 3 clusters Score -1.828152e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 167738 members 
Entering Unmasked Estep 
Score: -18283432.000000 Penalty: 3966.828857
	Iteration 15Q: 3 clusters Score -1.828343e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 172351 members 
Entering Unmasked Estep 
Score: -18285360.000000 Penalty: 3966.828857
	Iteration 16Q: 3 clusters Score -1.828536e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 176914 members 
Entering Unmasked Estep 
Score: -18287644.000000 Penalty: 3966.828857
	Iteration 17Q: 3 clusters Score -1.828764e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 181351 members 
Entering Unmasked Estep 
Score: -18290060.000000 Penalty: 3966.828857
	Iteration 18Q: 3 clusters Score -1.829006e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 185390 members 
Entering Unmasked Estep 
Score: -18292550.000000 Penalty: 3966.828857
	Iteration 19Q: 3 clusters Score -1.829255e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 188946 members 
Entering Unmasked Estep 
Score: -18294894.000000 Penalty: 3966.828857
	Iteration 20F: 3 clusters Score -1.829489e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 192054 members 
Entering Unmasked Estep 
Score: -18296808.000000 Penalty: 3966.828857
	Iteration 21Q: 3 clusters Score -1.829681e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 194609 members 
Entering Unmasked Estep 
Score: -18298614.000000 Penalty: 3966.828857
	Iteration 22Q: 3 clusters Score -1.829861e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 196634 members 
Entering Unmasked Estep 
Score: -18300102.000000 Penalty: 3966.828857
	Iteration 23Q: 3 clusters Score -1.83001e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 197989 members 
Entering Unmasked Estep 
Score: -18301068.000000 Penalty: 3966.828857
	Iteration 24Q: 3 clusters Score -1.830107e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 198801 members 
Entering Unmasked Estep 
Score: -18301648.000000 Penalty: 3966.828857
	Iteration 25Q: 3 clusters Score -1.830165e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 199224 members 
Entering Unmasked Estep 
Score: -18301990.000000 Penalty: 3966.828857
	Iteration 26Q: 3 clusters Score -1.830199e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 199407 members 
Entering Unmasked Estep 
Score: -18302120.000000 Penalty: 3966.828857
	Iteration 27Q: 3 clusters Score -1.830212e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 199497 members 
Entering Unmasked Estep 
Score: -18302192.000000 Penalty: 3966.828857
	Iteration 28Q: 3 clusters Score -1.830219e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 199552 members 
Entering Unmasked Estep 
Score: -18302244.000000 Penalty: 3966.828857
	Iteration 29Q: 3 clusters Score -1.830224e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 199587 members 
Entering Unmasked Estep 
Score: -18302296.000000 Penalty: 3966.828857
	Iteration 30Q: 3 clusters Score -1.83023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 199607 members 
Entering Unmasked Estep 
Score: -18302314.000000 Penalty: 3966.828857
	Iteration 31Q: 3 clusters Score -1.830231e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 199618 members 
Entering Unmasked Estep 
Score: -18302340.000000 Penalty: 3966.828857
	Iteration 32Q: 3 clusters Score -1.830234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 199628 members 
Entering Unmasked Estep 
Score: -18302350.000000 Penalty: 3966.828857
	Iteration 33Q: 3 clusters Score -1.830235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 199637 members 
Entering Unmasked Estep 
Score: -18302364.000000 Penalty: 3966.828857
	Iteration 34Q: 3 clusters Score -1.830236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 199643 members 
Entering Unmasked Estep 
Score: -18302382.000000 Penalty: 3966.828857
	Iteration 35Q: 3 clusters Score -1.830238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 199645 members 
Entering Unmasked Estep 
Score: -18302390.000000 Penalty: 3966.828857
	Iteration 36Q: 3 clusters Score -1.830239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 199652 members 
Entering Unmasked Estep 
Score: -18302398.000000 Penalty: 3966.828857
	Iteration 37Q: 3 clusters Score -1.83024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199655 members 
Entering Unmasked Estep 
Score: -18302394.000000 Penalty: 3966.828857
	Iteration 38Q: 3 clusters Score -1.830239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 199658 members 
Entering Unmasked Estep 
Score: -18302386.000000 Penalty: 3966.828857
	Iteration 39Q: 3 clusters Score -1.830239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 199663 members 
Entering Unmasked Estep 
Score: -18302412.000000 Penalty: 3966.828857
	Iteration 40F: 3 clusters Score -1.830241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 199668 members 
Entering Unmasked Estep 
Score: -18302404.000000 Penalty: 3966.828857
	Iteration 41Q: 3 clusters Score -1.83024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 199672 members 
Entering Unmasked Estep 
Score: -18302410.000000 Penalty: 3966.828857
	Iteration 42Q: 3 clusters Score -1.830241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 199673 members 
Entering Unmasked Estep 
Score: -18302428.000000 Penalty: 3966.828857
	Iteration 43Q: 3 clusters Score -1.830243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 199679 members 
Entering Unmasked Estep 
Score: -18302436.000000 Penalty: 3966.828857
	Iteration 44Q: 3 clusters Score -1.830244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 199686 members 
Entering Unmasked Estep 
Score: -18302448.000000 Penalty: 3966.828857
	Iteration 45Q: 3 clusters Score -1.830245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 199688 members 
Entering Unmasked Estep 
Score: -18302456.000000 Penalty: 3966.828857
	Iteration 46Q: 3 clusters Score -1.830246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 199690 members 
Entering Unmasked Estep 
Score: -18302458.000000 Penalty: 3966.828857
	Iteration 47Q: 3 clusters Score -1.830246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 199691 members 
Entering Unmasked Estep 
Score: -18302460.000000 Penalty: 3966.828857
	Iteration 48Q: 3 clusters Score -1.830246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 199692 members 
Entering Unmasked Estep 
Score: -18302462.000000 Penalty: 3966.828857
	Iteration 49Q: 3 clusters Score -1.830246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199694 members 
Entering Unmasked Estep 
Score: -18302470.000000 Penalty: 3966.828857
	Iteration 50Q: 3 clusters Score -1.830247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199694 members 
Entering Unmasked Estep 
Score: -18302466.000000 Penalty: 3966.828857
	Iteration 51Q: 3 clusters Score -1.830247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 199696 members 
Entering Unmasked Estep 
Score: -18302466.000000 Penalty: 3966.828857
	Iteration 52Q: 3 clusters Score -1.830247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 199696 members 
Entering Unmasked Estep 
Score: -18302472.000000 Penalty: 3966.828857
	Iteration 53Q: 3 clusters Score -1.830247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 199697 members 
Entering Unmasked Estep 
Score: -18302472.000000 Penalty: 3966.828857
	Iteration 54Q: 3 clusters Score -1.830247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 199697 members 
Entering Unmasked Estep 
Score: -18302476.000000 Penalty: 3966.828857
	Iteration 55Q: 3 clusters Score -1.830248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 199698 members 
Entering Unmasked Estep 
Score: -18302480.000000 Penalty: 3966.828857
	Iteration 56Q: 3 clusters Score -1.830248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 199698 members 
Entering Unmasked Estep 
Score: -18302480.000000 Penalty: 3966.828857
	Iteration 57F: 3 clusters Score -1.830248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -200046.937500 Penalty: 1256.153442
	Iteration 0F: 2 clusters Score -200046.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -197805.453125 Penalty: 2512.306885
	Iteration 0F: 3 clusters Score -197805.5 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -198445.031250 Penalty: 2512.306885
	Iteration 1F: 3 clusters Score -198445 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -198706.828125 Penalty: 2512.306885
	Iteration 2F: 3 clusters Score -198706.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -198897.437500 Penalty: 2512.306885
	Iteration 3F: 3 clusters Score -198897.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -198999.421875 Penalty: 2512.306885
	Iteration 4F: 3 clusters Score -198999.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -199085.437500 Penalty: 2512.306885
	Iteration 5Q: 3 clusters Score -199085.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -199147.109375 Penalty: 2512.306885
	Iteration 6Q: 3 clusters Score -199147.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -199180.500000 Penalty: 2512.306885
	Iteration 7Q: 3 clusters Score -199180.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -199208.812500 Penalty: 2512.306885
	Iteration 8Q: 3 clusters Score -199208.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -199229.953125 Penalty: 2512.306885
	Iteration 9Q: 3 clusters Score -199230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -199244.312500 Penalty: 2512.306885
	Iteration 10Q: 3 clusters Score -199244.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -199251.437500 Penalty: 2512.306885
	Iteration 11Q: 3 clusters Score -199251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -199255.109375 Penalty: 2512.306885
	Iteration 12Q: 3 clusters Score -199255.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -199257.656250 Penalty: 2512.306885
	Iteration 13Q: 3 clusters Score -199257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -199259.390625 Penalty: 2512.306885
	Iteration 14Q: 3 clusters Score -199259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -199259.656250 Penalty: 2512.306885
	Iteration 15Q: 3 clusters Score -199259.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -199259.656250 Penalty: 2512.306885
	Iteration 16F: 3 clusters Score -199259.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Entering Unmasked Estep 
Score: -685074.000000 Penalty: 1466.636475
	Iteration 0F: 2 clusters Score -685074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -679068.000000 Penalty: 2933.272949
	Iteration 0F: 3 clusters Score -679068 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -681124.875000 Penalty: 2933.272949
	Iteration 1F: 3 clusters Score -681124.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -681447.062500 Penalty: 2933.272949
	Iteration 2F: 3 clusters Score -681447.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -681689.312500 Penalty: 2933.272949
	Iteration 3F: 3 clusters Score -681689.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -681917.125000 Penalty: 2933.272949
	Iteration 4F: 3 clusters Score -681917.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -682130.000000 Penalty: 2933.272949
	Iteration 5Q: 3 clusters Score -682130 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -682315.750000 Penalty: 2933.272949
	Iteration 6Q: 3 clusters Score -682315.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -682474.625000 Penalty: 2933.272949
	Iteration 7Q: 3 clusters Score -682474.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -682615.687500 Penalty: 2933.272949
	Iteration 8Q: 3 clusters Score -682615.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -682731.812500 Penalty: 2933.272949
	Iteration 9Q: 3 clusters Score -682731.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -682835.500000 Penalty: 2933.272949
	Iteration 10Q: 3 clusters Score -682835.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -682924.500000 Penalty: 2933.272949
	Iteration 11Q: 3 clusters Score -682924.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -683003.937500 Penalty: 2933.272949
	Iteration 12Q: 3 clusters Score -683003.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -683068.437500 Penalty: 2933.272949
	Iteration 13Q: 3 clusters Score -683068.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -683108.062500 Penalty: 2933.272949
	Iteration 14Q: 3 clusters Score -683108.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -683141.375000 Penalty: 2933.272949
	Iteration 15Q: 3 clusters Score -683141.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -683177.687500 Penalty: 2933.272949
	Iteration 16Q: 3 clusters Score -683177.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -683211.375000 Penalty: 2933.272949
	Iteration 17Q: 3 clusters Score -683211.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -683242.500000 Penalty: 2933.272949
	Iteration 18Q: 3 clusters Score -683242.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -683276.125000 Penalty: 2933.272949
	Iteration 19Q: 3 clusters Score -683276.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -683304.750000 Penalty: 2933.272949
	Iteration 20F: 3 clusters Score -683304.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -683333.500000 Penalty: 2933.272949
	Iteration 21Q: 3 clusters Score -683333.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -683356.875000 Penalty: 2933.272949
	Iteration 22Q: 3 clusters Score -683356.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -683374.750000 Penalty: 2933.272949
	Iteration 23Q: 3 clusters Score -683374.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -683395.625000 Penalty: 2933.272949
	Iteration 24Q: 3 clusters Score -683395.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -683421.187500 Penalty: 2933.272949
	Iteration 25Q: 3 clusters Score -683421.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -683444.250000 Penalty: 2933.272949
	Iteration 26Q: 3 clusters Score -683444.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -683472.562500 Penalty: 2933.272949
	Iteration 27Q: 3 clusters Score -683472.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -683508.375000 Penalty: 2933.272949
	Iteration 28Q: 3 clusters Score -683508.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -683552.437500 Penalty: 2933.272949
	Iteration 29Q: 3 clusters Score -683552.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -683587.500000 Penalty: 2933.272949
	Iteration 30Q: 3 clusters Score -683587.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -683615.312500 Penalty: 2933.272949
	Iteration 31Q: 3 clusters Score -683615.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -683633.125000 Penalty: 2933.272949
	Iteration 32Q: 3 clusters Score -683633.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -683650.375000 Penalty: 2933.272949
	Iteration 33Q: 3 clusters Score -683650.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -683664.437500 Penalty: 2933.272949
	Iteration 34Q: 3 clusters Score -683664.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -683681.000000 Penalty: 2933.272949
	Iteration 35Q: 3 clusters Score -683681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -683691.375000 Penalty: 2933.272949
	Iteration 36Q: 3 clusters Score -683691.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -683695.875000 Penalty: 2933.272949
	Iteration 37Q: 3 clusters Score -683695.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -683703.500000 Penalty: 2933.272949
	Iteration 38Q: 3 clusters Score -683703.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -683707.875000 Penalty: 2933.272949
	Iteration 39Q: 3 clusters Score -683707.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -683715.625000 Penalty: 2933.272949
	Iteration 40F: 3 clusters Score -683715.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -683720.437500 Penalty: 2933.272949
	Iteration 41Q: 3 clusters Score -683720.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -683725.250000 Penalty: 2933.272949
	Iteration 42Q: 3 clusters Score -683725.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -683732.187500 Penalty: 2933.272949
	Iteration 43Q: 3 clusters Score -683732.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -683739.000000 Penalty: 2933.272949
	Iteration 44Q: 3 clusters Score -683739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -683751.500000 Penalty: 2933.272949
	Iteration 45Q: 3 clusters Score -683751.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -683771.062500 Penalty: 2933.272949
	Iteration 46Q: 3 clusters Score -683771.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -683787.250000 Penalty: 2933.272949
	Iteration 47Q: 3 clusters Score -683787.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -683802.250000 Penalty: 2933.272949
	Iteration 48Q: 3 clusters Score -683802.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -683815.125000 Penalty: 2933.272949
	Iteration 49Q: 3 clusters Score -683815.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -683824.187500 Penalty: 2933.272949
	Iteration 50Q: 3 clusters Score -683824.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -683831.812500 Penalty: 2933.272949
	Iteration 51Q: 3 clusters Score -683831.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -683840.125000 Penalty: 2933.272949
	Iteration 52Q: 3 clusters Score -683840.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -683849.750000 Penalty: 2933.272949
	Iteration 53Q: 3 clusters Score -683849.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -683863.812500 Penalty: 2933.272949
	Iteration 54Q: 3 clusters Score -683863.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -683877.187500 Penalty: 2933.272949
	Iteration 55Q: 3 clusters Score -683877.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -683889.125000 Penalty: 2933.272949
	Iteration 56Q: 3 clusters Score -683889.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -683906.125000 Penalty: 2933.272949
	Iteration 57Q: 3 clusters Score -683906.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -683915.000000 Penalty: 2933.272949
	Iteration 58Q: 3 clusters Score -683915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -683928.625000 Penalty: 2933.272949
	Iteration 59Q: 3 clusters Score -683928.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -683942.937500 Penalty: 2933.272949
	Iteration 60F: 3 clusters Score -683942.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -683951.687500 Penalty: 2933.272949
	Iteration 61Q: 3 clusters Score -683951.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -683960.062500 Penalty: 2933.272949
	Iteration 62Q: 3 clusters Score -683960.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -683971.750000 Penalty: 2933.272949
	Iteration 63Q: 3 clusters Score -683971.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -683985.875000 Penalty: 2933.272949
	Iteration 64Q: 3 clusters Score -683985.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -684003.812500 Penalty: 2933.272949
	Iteration 65Q: 3 clusters Score -684003.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -684025.000000 Penalty: 2933.272949
	Iteration 66Q: 3 clusters Score -684025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -684047.125000 Penalty: 2933.272949
	Iteration 67Q: 3 clusters Score -684047.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -684076.375000 Penalty: 2933.272949
	Iteration 68Q: 3 clusters Score -684076.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -684099.750000 Penalty: 2933.272949
	Iteration 69Q: 3 clusters Score -684099.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -684112.750000 Penalty: 2933.272949
	Iteration 70Q: 3 clusters Score -684112.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -684125.375000 Penalty: 2933.272949
	Iteration 71Q: 3 clusters Score -684125.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -684133.062500 Penalty: 2933.272949
	Iteration 72Q: 3 clusters Score -684133.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -684142.312500 Penalty: 2933.272949
	Iteration 73Q: 3 clusters Score -684142.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -684159.875000 Penalty: 2933.272949
	Iteration 74Q: 3 clusters Score -684159.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -684177.437500 Penalty: 2933.272949
	Iteration 75Q: 3 clusters Score -684177.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -684196.187500 Penalty: 2933.272949
	Iteration 76Q: 3 clusters Score -684196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -684203.125000 Penalty: 2933.272949
	Iteration 77Q: 3 clusters Score -684203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -684208.062500 Penalty: 2933.272949
	Iteration 78Q: 3 clusters Score -684208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -684209.562500 Penalty: 2933.272949
	Iteration 79Q: 3 clusters Score -684209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -684216.937500 Penalty: 2933.272949
	Iteration 80F: 3 clusters Score -684216.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -684230.062500 Penalty: 2933.272949
	Iteration 81Q: 3 clusters Score -684230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -684231.312500 Penalty: 2933.272949
	Iteration 82Q: 3 clusters Score -684231.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -684231.312500 Penalty: 2933.272949
	Iteration 83F: 3 clusters Score -684231.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Entering Unmasked Estep 
Score: -1509101.750000 Penalty: 1573.886597
	Iteration 0F: 2 clusters Score -1509102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1497993.875000 Penalty: 3147.773193
	Iteration 0F: 3 clusters Score -1497994 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1501814.250000 Penalty: 3147.773193
	Iteration 1F: 3 clusters Score -1501814 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1502089.625000 Penalty: 3147.773193
	Iteration 2F: 3 clusters Score -1502090 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1502343.125000 Penalty: 3147.773193
	Iteration 3Q: 3 clusters Score -1502343 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1502615.625000 Penalty: 3147.773193
	Iteration 4Q: 3 clusters Score -1502616 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1502926.625000 Penalty: 3147.773193
	Iteration 5Q: 3 clusters Score -1502927 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1503344.500000 Penalty: 3147.773193
	Iteration 6Q: 3 clusters Score -1503344 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1503918.875000 Penalty: 3147.773193
	Iteration 7F: 3 clusters Score -1503919 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1504771.000000 Penalty: 3147.773193
	Iteration 8F: 3 clusters Score -1504771 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1505772.750000 Penalty: 3147.773193
	Iteration 9F: 3 clusters Score -1505773 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1506629.625000 Penalty: 3147.773193
	Iteration 10F: 3 clusters Score -1506630 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1507166.625000 Penalty: 3147.773193
	Iteration 11Q: 3 clusters Score -1507167 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1507425.750000 Penalty: 3147.773193
	Iteration 12Q: 3 clusters Score -1507426 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1507553.250000 Penalty: 3147.773193
	Iteration 13Q: 3 clusters Score -1507553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1507630.625000 Penalty: 3147.773193
	Iteration 14Q: 3 clusters Score -1507631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1507678.125000 Penalty: 3147.773193
	Iteration 15Q: 3 clusters Score -1507678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1507695.500000 Penalty: 3147.773193
	Iteration 16Q: 3 clusters Score -1507696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1507712.250000 Penalty: 3147.773193
	Iteration 17Q: 3 clusters Score -1507712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1507724.625000 Penalty: 3147.773193
	Iteration 18Q: 3 clusters Score -1507725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1507733.500000 Penalty: 3147.773193
	Iteration 19Q: 3 clusters Score -1507734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1507739.750000 Penalty: 3147.773193
	Iteration 20F: 3 clusters Score -1507740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1507753.875000 Penalty: 3147.773193
	Iteration 21Q: 3 clusters Score -1507754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1507758.375000 Penalty: 3147.773193
	Iteration 22Q: 3 clusters Score -1507758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1507760.250000 Penalty: 3147.773193
	Iteration 23Q: 3 clusters Score -1507760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1507760.250000 Penalty: 3147.773193
	Iteration 24F: 3 clusters Score -1507760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -405602.468750 Penalty: 1362.678955
	Iteration 0F: 2 clusters Score -405602.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -402074.718750 Penalty: 2725.357910
	Iteration 0F: 3 clusters Score -402074.7 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -403118.812500 Penalty: 2725.357910
	Iteration 1F: 3 clusters Score -403118.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -403358.968750 Penalty: 2725.357910
	Iteration 2F: 3 clusters Score -403359 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -403584.031250 Penalty: 2725.357910
	Iteration 3F: 3 clusters Score -403584 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -403928.093750 Penalty: 2725.357910
	Iteration 4F: 3 clusters Score -403928.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -404329.312500 Penalty: 2725.357910
	Iteration 5F: 3 clusters Score -404329.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -404676.500000 Penalty: 2725.357910
	Iteration 6F: 3 clusters Score -404676.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -404927.562500 Penalty: 2725.357910
	Iteration 7F: 3 clusters Score -404927.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -405123.343750 Penalty: 2725.357910
	Iteration 8Q: 3 clusters Score -405123.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -405274.062500 Penalty: 2725.357910
	Iteration 9Q: 3 clusters Score -405274.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -405371.156250 Penalty: 2725.357910
	Iteration 10Q: 3 clusters Score -405371.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -405412.500000 Penalty: 2725.357910
	Iteration 11Q: 3 clusters Score -405412.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -405438.375000 Penalty: 2725.357910
	Iteration 12Q: 3 clusters Score -405438.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -405460.906250 Penalty: 2725.357910
	Iteration 13Q: 3 clusters Score -405460.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -405485.406250 Penalty: 2725.357910
	Iteration 14Q: 3 clusters Score -405485.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -405507.468750 Penalty: 2725.357910
	Iteration 15Q: 3 clusters Score -405507.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -405522.312500 Penalty: 2725.357910
	Iteration 16Q: 3 clusters Score -405522.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -405535.656250 Penalty: 2725.357910
	Iteration 17Q: 3 clusters Score -405535.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -405540.468750 Penalty: 2725.357910
	Iteration 18Q: 3 clusters Score -405540.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -405543.781250 Penalty: 2725.357910
	Iteration 19Q: 3 clusters Score -405543.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -405549.750000 Penalty: 2725.357910
	Iteration 20F: 3 clusters Score -405549.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -405551.968750 Penalty: 2725.357910
	Iteration 21Q: 3 clusters Score -405552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -405553.218750 Penalty: 2725.357910
	Iteration 22Q: 3 clusters Score -405553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -405554.375000 Penalty: 2725.357910
	Iteration 23Q: 3 clusters Score -405554.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -405555.843750 Penalty: 2725.357910
	Iteration 24Q: 3 clusters Score -405555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -405556.656250 Penalty: 2725.357910
	Iteration 25Q: 3 clusters Score -405556.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -405556.656250 Penalty: 2725.357910
	Iteration 26F: 3 clusters Score -405556.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Entering Unmasked Estep 
Score: -479564.281250 Penalty: 1393.389893
	Iteration 0F: 2 clusters Score -479564.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -475354.375000 Penalty: 2786.779785
	Iteration 0F: 3 clusters Score -475354.4 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -476586.312500 Penalty: 2786.779785
	Iteration 1F: 3 clusters Score -476586.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -476805.062500 Penalty: 2786.779785
	Iteration 2F: 3 clusters Score -476805.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -476958.500000 Penalty: 2786.779785
	Iteration 3F: 3 clusters Score -476958.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -477064.562500 Penalty: 2786.779785
	Iteration 4Q: 3 clusters Score -477064.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -477155.343750 Penalty: 2786.779785
	Iteration 5Q: 3 clusters Score -477155.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -477227.531250 Penalty: 2786.779785
	Iteration 6Q: 3 clusters Score -477227.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -477295.218750 Penalty: 2786.779785
	Iteration 7Q: 3 clusters Score -477295.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -477343.218750 Penalty: 2786.779785
	Iteration 8Q: 3 clusters Score -477343.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -477381.093750 Penalty: 2786.779785
	Iteration 9Q: 3 clusters Score -477381.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -477423.687500 Penalty: 2786.779785
	Iteration 10Q: 3 clusters Score -477423.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -477469.187500 Penalty: 2786.779785
	Iteration 11Q: 3 clusters Score -477469.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -477518.562500 Penalty: 2786.779785
	Iteration 12Q: 3 clusters Score -477518.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -477573.968750 Penalty: 2786.779785
	Iteration 13Q: 3 clusters Score -477574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -477622.250000 Penalty: 2786.779785
	Iteration 14Q: 3 clusters Score -477622.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -477670.687500 Penalty: 2786.779785
	Iteration 15Q: 3 clusters Score -477670.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -477716.718750 Penalty: 2786.779785
	Iteration 16Q: 3 clusters Score -477716.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -477763.593750 Penalty: 2786.779785
	Iteration 17Q: 3 clusters Score -477763.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -477826.250000 Penalty: 2786.779785
	Iteration 18Q: 3 clusters Score -477826.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -477907.062500 Penalty: 2786.779785
	Iteration 19Q: 3 clusters Score -477907.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -477983.500000 Penalty: 2786.779785
	Iteration 20F: 3 clusters Score -477983.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -478057.250000 Penalty: 2786.779785
	Iteration 21Q: 3 clusters Score -478057.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -478132.031250 Penalty: 2786.779785
	Iteration 22Q: 3 clusters Score -478132 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -478244.312500 Penalty: 2786.779785
	Iteration 23Q: 3 clusters Score -478244.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -478354.343750 Penalty: 2786.779785
	Iteration 24Q: 3 clusters Score -478354.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -478440.187500 Penalty: 2786.779785
	Iteration 25Q: 3 clusters Score -478440.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -478494.593750 Penalty: 2786.779785
	Iteration 26Q: 3 clusters Score -478494.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -478525.000000 Penalty: 2786.779785
	Iteration 27Q: 3 clusters Score -478525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -478544.062500 Penalty: 2786.779785
	Iteration 28Q: 3 clusters Score -478544.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -478555.281250 Penalty: 2786.779785
	Iteration 29Q: 3 clusters Score -478555.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -478565.625000 Penalty: 2786.779785
	Iteration 30Q: 3 clusters Score -478565.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -478568.593750 Penalty: 2786.779785
	Iteration 31Q: 3 clusters Score -478568.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -478570.562500 Penalty: 2786.779785
	Iteration 32Q: 3 clusters Score -478570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -478570.687500 Penalty: 2786.779785
	Iteration 33Q: 3 clusters Score -478570.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -478571.968750 Penalty: 2786.779785
	Iteration 34Q: 3 clusters Score -478572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -478573.687500 Penalty: 2786.779785
	Iteration 35Q: 3 clusters Score -478573.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -478574.218750 Penalty: 2786.779785
	Iteration 36Q: 3 clusters Score -478574.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -478575.281250 Penalty: 2786.779785
	Iteration 37Q: 3 clusters Score -478575.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -478577.562500 Penalty: 2786.779785
	Iteration 38Q: 3 clusters Score -478577.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -478578.250000 Penalty: 2786.779785
	Iteration 39Q: 3 clusters Score -478578.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -478580.968750 Penalty: 2786.779785
	Iteration 40F: 3 clusters Score -478581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -478582.562500 Penalty: 2786.779785
	Iteration 41Q: 3 clusters Score -478582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -478583.906250 Penalty: 2786.779785
	Iteration 42Q: 3 clusters Score -478583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -478585.062500 Penalty: 2786.779785
	Iteration 43Q: 3 clusters Score -478585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -478585.062500 Penalty: 2786.779785
	Iteration 44Q: 3 clusters Score -478585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -478585.156250 Penalty: 2786.779785
	Iteration 45Q: 3 clusters Score -478585.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -478585.156250 Penalty: 2786.779785
	Iteration 46F: 3 clusters Score -478585.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -47428.312500 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -47428.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46350.101562 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -46350.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46554.976562 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -46554.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46627.648438 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -46627.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46693.648438 Penalty: 2057.159424
	Iteration 3F: 3 clusters Score -46693.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46768.378906 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -46768.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46847.808594 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -46847.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46969.246094 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -46969.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47081.546875 Penalty: 2057.159424
	Iteration 7F: 3 clusters Score -47081.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47146.800781 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -47146.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47201.339844 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -47201.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47242.828125 Penalty: 2057.159424
	Iteration 10Q: 3 clusters Score -47242.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47305.785156 Penalty: 2057.159424
	Iteration 11Q: 3 clusters Score -47305.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47401.136719 Penalty: 2057.159424
	Iteration 12Q: 3 clusters Score -47401.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47444.664062 Penalty: 2057.159424
	Iteration 13Q: 3 clusters Score -47444.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47450.027344 Penalty: 2057.159424
	Iteration 14Q: 3 clusters Score -47450.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47457.679688 Penalty: 2057.159424
	Iteration 15Q: 3 clusters Score -47457.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47459.089844 Penalty: 2057.159424
	Iteration 16Q: 3 clusters Score -47459.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47460.472656 Penalty: 2057.159424
	Iteration 17F: 3 clusters Score -47460.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47469.886719 Penalty: 2057.159424
	Iteration 18Q: 3 clusters Score -47469.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47471.132812 Penalty: 2057.159424
	Iteration 19Q: 3 clusters Score -47471.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47471.132812 Penalty: 2057.159424
	Iteration 20F: 3 clusters Score -47471.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 87419 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5841 members 
Mstep: Class 7 contains 38907 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 64982 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 199911 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 16082 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 338 members 
Mstep: Class 18 contains 13335 members 
Mstep: Class 19 contains 11992 members 
Mstep: Class 20 contains 15265 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7406 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
Score: -53853960.000000 Penalty: 51850.226562
Splitting cluster 17 changes total score from -53854964.000000 to -53853960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (13335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Entering Unmasked Estep 
Score: -1250812.750000 Penalty: 1543.448853
	Iteration 0F: 2 clusters Score -1250813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1241511.750000 Penalty: 3086.897705
	Iteration 0F: 3 clusters Score -1241512 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1244684.125000 Penalty: 3086.897705
	Iteration 1F: 3 clusters Score -1244684 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1245029.125000 Penalty: 3086.897705
	Iteration 2F: 3 clusters Score -1245029 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1245377.125000 Penalty: 3086.897705
	Iteration 3F: 3 clusters Score -1245377 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1245690.125000 Penalty: 3086.897705
	Iteration 4F: 3 clusters Score -1245690 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1246063.250000 Penalty: 3086.897705
	Iteration 5Q: 3 clusters Score -1246063 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1246607.750000 Penalty: 3086.897705
	Iteration 6F: 3 clusters Score -1246608 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1247230.375000 Penalty: 3086.897705
	Iteration 7F: 3 clusters Score -1247230 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1247933.875000 Penalty: 3086.897705
	Iteration 8F: 3 clusters Score -1247934 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1248570.000000 Penalty: 3086.897705
	Iteration 9F: 3 clusters Score -1248570 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1249101.625000 Penalty: 3086.897705
	Iteration 10Q: 3 clusters Score -1249102 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1249448.875000 Penalty: 3086.897705
	Iteration 11Q: 3 clusters Score -1249449 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1249621.500000 Penalty: 3086.897705
	Iteration 12Q: 3 clusters Score -1249622 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1249701.500000 Penalty: 3086.897705
	Iteration 13Q: 3 clusters Score -1249702 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1249741.750000 Penalty: 3086.897705
	Iteration 14Q: 3 clusters Score -1249742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1249757.875000 Penalty: 3086.897705
	Iteration 15Q: 3 clusters Score -1249758 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1249775.250000 Penalty: 3086.897705
	Iteration 16Q: 3 clusters Score -1249775 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1249789.500000 Penalty: 3086.897705
	Iteration 17Q: 3 clusters Score -1249790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1249795.125000 Penalty: 3086.897705
	Iteration 18Q: 3 clusters Score -1249795 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1249801.625000 Penalty: 3086.897705
	Iteration 19Q: 3 clusters Score -1249802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1249814.250000 Penalty: 3086.897705
	Iteration 20F: 3 clusters Score -1249814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1249816.000000 Penalty: 3086.897705
	Iteration 21Q: 3 clusters Score -1249816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1249822.250000 Penalty: 3086.897705
	Iteration 22Q: 3 clusters Score -1249822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1249823.625000 Penalty: 3086.897705
	Iteration 23Q: 3 clusters Score -1249824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1249826.250000 Penalty: 3086.897705
	Iteration 24Q: 3 clusters Score -1249826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1249833.125000 Penalty: 3086.897705
	Iteration 25Q: 3 clusters Score -1249833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1249836.500000 Penalty: 3086.897705
	Iteration 26Q: 3 clusters Score -1249836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1249838.875000 Penalty: 3086.897705
	Iteration 27Q: 3 clusters Score -1249839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1249842.875000 Penalty: 3086.897705
	Iteration 28Q: 3 clusters Score -1249843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1249840.250000 Penalty: 3086.897705
	Iteration 29Q: 3 clusters Score -1249840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1249840.625000 Penalty: 3086.897705
	Iteration 30Q: 3 clusters Score -1249841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1249844.500000 Penalty: 3086.897705
	Iteration 31Q: 3 clusters Score -1249844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1249848.750000 Penalty: 3086.897705
	Iteration 32Q: 3 clusters Score -1249849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1249848.625000 Penalty: 3086.897705
	Iteration 33Q: 3 clusters Score -1249849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1249848.750000 Penalty: 3086.897705
	Iteration 34Q: 3 clusters Score -1249849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1249847.625000 Penalty: 3086.897705
	Iteration 35Q: 3 clusters Score -1249848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1249849.750000 Penalty: 3086.897705
	Iteration 36Q: 3 clusters Score -1249850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1249851.250000 Penalty: 3086.897705
	Iteration 37Q: 3 clusters Score -1249851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1249857.125000 Penalty: 3086.897705
	Iteration 38Q: 3 clusters Score -1249857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1249856.250000 Penalty: 3086.897705
	Iteration 39Q: 3 clusters Score -1249856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1249860.500000 Penalty: 3086.897705
	Iteration 40F: 3 clusters Score -1249860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1249861.375000 Penalty: 3086.897705
	Iteration 41Q: 3 clusters Score -1249861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1249861.875000 Penalty: 3086.897705
	Iteration 42Q: 3 clusters Score -1249862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1249864.125000 Penalty: 3086.897705
	Iteration 43Q: 3 clusters Score -1249864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1249864.000000 Penalty: 3086.897705
	Iteration 44Q: 3 clusters Score -1249864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1249867.125000 Penalty: 3086.897705
	Iteration 45Q: 3 clusters Score -1249867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1249867.000000 Penalty: 3086.897705
	Iteration 46Q: 3 clusters Score -1249867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1249868.250000 Penalty: 3086.897705
	Iteration 47Q: 3 clusters Score -1249868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1249875.000000 Penalty: 3086.897705
	Iteration 48Q: 3 clusters Score -1249875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1249872.375000 Penalty: 3086.897705
	Iteration 49Q: 3 clusters Score -1249872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1249875.375000 Penalty: 3086.897705
	Iteration 50Q: 3 clusters Score -1249875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1249878.500000 Penalty: 3086.897705
	Iteration 51Q: 3 clusters Score -1249878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1249878.000000 Penalty: 3086.897705
	Iteration 52Q: 3 clusters Score -1249878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1249876.875000 Penalty: 3086.897705
	Iteration 53Q: 3 clusters Score -1249877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1249878.125000 Penalty: 3086.897705
	Iteration 54Q: 3 clusters Score -1249878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1249877.250000 Penalty: 3086.897705
	Iteration 55Q: 3 clusters Score -1249877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1249876.375000 Penalty: 3086.897705
	Iteration 56Q: 3 clusters Score -1249876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1249876.375000 Penalty: 3086.897705
	Iteration 57F: 3 clusters Score -1249876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Entering Unmasked Estep 
Score: -1097263.875000 Penalty: 1526.199219
	Iteration 0F: 2 clusters Score -1097264 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 6088 members 
Entering Unmasked Estep 
Score: -1088842.625000 Penalty: 3052.398438
	Iteration 0F: 3 clusters Score -1088843 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1091719.625000 Penalty: 3052.398438
	Iteration 1F: 3 clusters Score -1091720 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1091971.250000 Penalty: 3052.398438
	Iteration 2F: 3 clusters Score -1091971 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1092195.875000 Penalty: 3052.398438
	Iteration 3Q: 3 clusters Score -1092196 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1092463.000000 Penalty: 3052.398438
	Iteration 4Q: 3 clusters Score -1092463 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1092799.000000 Penalty: 3052.398438
	Iteration 5Q: 3 clusters Score -1092799 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1093184.625000 Penalty: 3052.398438
	Iteration 6F: 3 clusters Score -1093185 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1093624.375000 Penalty: 3052.398438
	Iteration 7F: 3 clusters Score -1093624 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1094053.125000 Penalty: 3052.398438
	Iteration 8Q: 3 clusters Score -1094053 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1094492.250000 Penalty: 3052.398438
	Iteration 9Q: 3 clusters Score -1094492 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1094854.000000 Penalty: 3052.398438
	Iteration 10Q: 3 clusters Score -1094854 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1095174.500000 Penalty: 3052.398438
	Iteration 11Q: 3 clusters Score -1095174 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1095381.250000 Penalty: 3052.398438
	Iteration 12Q: 3 clusters Score -1095381 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1095519.750000 Penalty: 3052.398438
	Iteration 13Q: 3 clusters Score -1095520 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1095623.000000 Penalty: 3052.398438
	Iteration 14Q: 3 clusters Score -1095623 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1095709.250000 Penalty: 3052.398438
	Iteration 15Q: 3 clusters Score -1095709 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1095758.875000 Penalty: 3052.398438
	Iteration 16Q: 3 clusters Score -1095759 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1095805.750000 Penalty: 3052.398438
	Iteration 17Q: 3 clusters Score -1095806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1095851.500000 Penalty: 3052.398438
	Iteration 18Q: 3 clusters Score -1095852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1095887.875000 Penalty: 3052.398438
	Iteration 19Q: 3 clusters Score -1095888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1095916.875000 Penalty: 3052.398438
	Iteration 20F: 3 clusters Score -1095917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1095938.750000 Penalty: 3052.398438
	Iteration 21Q: 3 clusters Score -1095939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1095950.875000 Penalty: 3052.398438
	Iteration 22Q: 3 clusters Score -1095951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1095965.500000 Penalty: 3052.398438
	Iteration 23Q: 3 clusters Score -1095966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1095981.250000 Penalty: 3052.398438
	Iteration 24Q: 3 clusters Score -1095981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1095994.500000 Penalty: 3052.398438
	Iteration 25Q: 3 clusters Score -1095994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1096000.750000 Penalty: 3052.398438
	Iteration 26Q: 3 clusters Score -1096001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1096005.500000 Penalty: 3052.398438
	Iteration 27Q: 3 clusters Score -1096006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1096009.250000 Penalty: 3052.398438
	Iteration 28Q: 3 clusters Score -1096009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1096009.875000 Penalty: 3052.398438
	Iteration 29Q: 3 clusters Score -1096010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1096012.375000 Penalty: 3052.398438
	Iteration 30Q: 3 clusters Score -1096012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1096015.125000 Penalty: 3052.398438
	Iteration 31Q: 3 clusters Score -1096015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1096018.000000 Penalty: 3052.398438
	Iteration 32Q: 3 clusters Score -1096018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1096018.625000 Penalty: 3052.398438
	Iteration 33Q: 3 clusters Score -1096019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1096018.625000 Penalty: 3052.398438
	Iteration 34F: 3 clusters Score -1096019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Entering Unmasked Estep 
Score: -1365303.500000 Penalty: 1565.414185
	Iteration 0F: 2 clusters Score -1365304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1354853.125000 Penalty: 3130.828369
	Iteration 0F: 3 clusters Score -1354853 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1358431.750000 Penalty: 3130.828369
	Iteration 1F: 3 clusters Score -1358432 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1358734.250000 Penalty: 3130.828369
	Iteration 2F: 3 clusters Score -1358734 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1358981.500000 Penalty: 3130.828369
	Iteration 3Q: 3 clusters Score -1358982 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1359193.625000 Penalty: 3130.828369
	Iteration 4Q: 3 clusters Score -1359194 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1359392.250000 Penalty: 3130.828369
	Iteration 5Q: 3 clusters Score -1359392 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1359574.750000 Penalty: 3130.828369
	Iteration 6Q: 3 clusters Score -1359575 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1359723.500000 Penalty: 3130.828369
	Iteration 7Q: 3 clusters Score -1359724 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1359867.375000 Penalty: 3130.828369
	Iteration 8Q: 3 clusters Score -1359867 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1360014.750000 Penalty: 3130.828369
	Iteration 9Q: 3 clusters Score -1360015 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1360150.375000 Penalty: 3130.828369
	Iteration 10Q: 3 clusters Score -1360150 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1360291.000000 Penalty: 3130.828369
	Iteration 11Q: 3 clusters Score -1360291 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1360442.250000 Penalty: 3130.828369
	Iteration 12Q: 3 clusters Score -1360442 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1360621.250000 Penalty: 3130.828369
	Iteration 13Q: 3 clusters Score -1360621 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1360849.000000 Penalty: 3130.828369
	Iteration 14Q: 3 clusters Score -1360849 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1361135.750000 Penalty: 3130.828369
	Iteration 15Q: 3 clusters Score -1361136 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1361446.375000 Penalty: 3130.828369
	Iteration 16Q: 3 clusters Score -1361446 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1361801.875000 Penalty: 3130.828369
	Iteration 17Q: 3 clusters Score -1361802 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1362174.750000 Penalty: 3130.828369
	Iteration 18Q: 3 clusters Score -1362175 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1362534.750000 Penalty: 3130.828369
	Iteration 19Q: 3 clusters Score -1362535 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1362837.500000 Penalty: 3130.828369
	Iteration 20F: 3 clusters Score -1362838 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1363048.250000 Penalty: 3130.828369
	Iteration 21Q: 3 clusters Score -1363048 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1363164.125000 Penalty: 3130.828369
	Iteration 22Q: 3 clusters Score -1363164 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1363245.625000 Penalty: 3130.828369
	Iteration 23Q: 3 clusters Score -1363246 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1363309.500000 Penalty: 3130.828369
	Iteration 24Q: 3 clusters Score -1363310 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1363367.875000 Penalty: 3130.828369
	Iteration 25Q: 3 clusters Score -1363368 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1363424.125000 Penalty: 3130.828369
	Iteration 26Q: 3 clusters Score -1363424 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1363479.250000 Penalty: 3130.828369
	Iteration 27Q: 3 clusters Score -1363479 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1363525.625000 Penalty: 3130.828369
	Iteration 28Q: 3 clusters Score -1363526 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1363575.000000 Penalty: 3130.828369
	Iteration 29Q: 3 clusters Score -1363575 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1363629.375000 Penalty: 3130.828369
	Iteration 30Q: 3 clusters Score -1363629 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1363660.250000 Penalty: 3130.828369
	Iteration 31Q: 3 clusters Score -1363660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1363693.750000 Penalty: 3130.828369
	Iteration 32Q: 3 clusters Score -1363694 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1363723.500000 Penalty: 3130.828369
	Iteration 33Q: 3 clusters Score -1363724 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1363743.625000 Penalty: 3130.828369
	Iteration 34Q: 3 clusters Score -1363744 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1363776.625000 Penalty: 3130.828369
	Iteration 35Q: 3 clusters Score -1363777 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1363800.250000 Penalty: 3130.828369
	Iteration 36Q: 3 clusters Score -1363800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1363824.250000 Penalty: 3130.828369
	Iteration 37Q: 3 clusters Score -1363824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1363846.375000 Penalty: 3130.828369
	Iteration 38Q: 3 clusters Score -1363846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1363877.625000 Penalty: 3130.828369
	Iteration 39Q: 3 clusters Score -1363878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1363899.125000 Penalty: 3130.828369
	Iteration 40F: 3 clusters Score -1363899 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1363925.750000 Penalty: 3130.828369
	Iteration 41Q: 3 clusters Score -1363926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1363943.375000 Penalty: 3130.828369
	Iteration 42Q: 3 clusters Score -1363943 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1363958.000000 Penalty: 3130.828369
	Iteration 43Q: 3 clusters Score -1363958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1363967.125000 Penalty: 3130.828369
	Iteration 44Q: 3 clusters Score -1363967 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1363980.500000 Penalty: 3130.828369
	Iteration 45Q: 3 clusters Score -1363980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1363991.500000 Penalty: 3130.828369
	Iteration 46Q: 3 clusters Score -1363992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1364000.250000 Penalty: 3130.828369
	Iteration 47Q: 3 clusters Score -1364000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1364011.250000 Penalty: 3130.828369
	Iteration 48Q: 3 clusters Score -1364011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1364018.000000 Penalty: 3130.828369
	Iteration 49Q: 3 clusters Score -1364018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1364019.750000 Penalty: 3130.828369
	Iteration 50Q: 3 clusters Score -1364020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1364023.250000 Penalty: 3130.828369
	Iteration 51Q: 3 clusters Score -1364023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1364027.375000 Penalty: 3130.828369
	Iteration 52Q: 3 clusters Score -1364027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1364032.625000 Penalty: 3130.828369
	Iteration 53Q: 3 clusters Score -1364033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1364035.250000 Penalty: 3130.828369
	Iteration 54Q: 3 clusters Score -1364035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1364038.375000 Penalty: 3130.828369
	Iteration 55Q: 3 clusters Score -1364038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1364039.125000 Penalty: 3130.828369
	Iteration 56Q: 3 clusters Score -1364039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1364040.750000 Penalty: 3130.828369
	Iteration 57Q: 3 clusters Score -1364041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1364044.750000 Penalty: 3130.828369
	Iteration 58Q: 3 clusters Score -1364045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1364045.750000 Penalty: 3130.828369
	Iteration 59Q: 3 clusters Score -1364046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1364044.250000 Penalty: 3130.828369
	Iteration 60F: 3 clusters Score -1364044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1364044.750000 Penalty: 3130.828369
	Iteration 61Q: 3 clusters Score -1364045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1364044.625000 Penalty: 3130.828369
	Iteration 62Q: 3 clusters Score -1364045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1364044.250000 Penalty: 3130.828369
	Iteration 63Q: 3 clusters Score -1364044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1364044.250000 Penalty: 3130.828369
	Iteration 64F: 3 clusters Score -1364044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -106045.054688 Penalty: 1173.785522
	Iteration 0F: 2 clusters Score -106045.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -104413.265625 Penalty: 2347.571045
	Iteration 0F: 3 clusters Score -104413.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -104832.351562 Penalty: 2347.571045
	Iteration 1F: 3 clusters Score -104832.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -105135.750000 Penalty: 2347.571045
	Iteration 2F: 3 clusters Score -105135.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -105454.460938 Penalty: 2347.571045
	Iteration 3F: 3 clusters Score -105454.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -105761.039062 Penalty: 2347.571045
	Iteration 4F: 3 clusters Score -105761 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -105941.617188 Penalty: 2347.571045
	Iteration 5F: 3 clusters Score -105941.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106072.960938 Penalty: 2347.571045
	Iteration 6Q: 3 clusters Score -106073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -106152.468750 Penalty: 2347.571045
	Iteration 7Q: 3 clusters Score -106152.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -106170.257812 Penalty: 2347.571045
	Iteration 8Q: 3 clusters Score -106170.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -106177.796875 Penalty: 2347.571045
	Iteration 9Q: 3 clusters Score -106177.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -106182.851562 Penalty: 2347.571045
	Iteration 10Q: 3 clusters Score -106182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -106184.695312 Penalty: 2347.571045
	Iteration 11Q: 3 clusters Score -106184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -106185.140625 Penalty: 2347.571045
	Iteration 12Q: 3 clusters Score -106185.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -106185.140625 Penalty: 2347.571045
	Iteration 13F: 3 clusters Score -106185.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 87419 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5841 members 
Mstep: Class 7 contains 38907 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 64982 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 199911 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 16082 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13335 members 
Mstep: Class 19 contains 11992 members 
Mstep: Class 20 contains 15265 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7406 members 
Mstep: Class 24 contains 802 members 
Entering Unmasked Estep 
Score: -53854200.000000 Penalty: 51850.226562
Splitting cluster 21 changes total score from -53854964.000000 to -53854200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (76079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Entering Unmasked Estep 
Score: -7526346.000000 Penalty: 1826.423218
	Iteration 0F: 2 clusters Score -7526346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -7476044.000000 Penalty: 3652.846436
	Iteration 0F: 3 clusters Score -7476044 nChanged 36057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -7496440.000000 Penalty: 3652.846436
	Iteration 1F: 3 clusters Score -7496440 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -7497090.500000 Penalty: 3652.846436
	Iteration 2Q: 3 clusters Score -7497090 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -7497962.500000 Penalty: 3652.846436
	Iteration 3Q: 3 clusters Score -7497962 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -7499166.000000 Penalty: 3652.846436
	Iteration 4Q: 3 clusters Score -7499166 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -7501121.500000 Penalty: 3652.846436
	Iteration 5F: 3 clusters Score -7501122 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -7504196.500000 Penalty: 3652.846436
	Iteration 6F: 3 clusters Score -7504196 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -7508763.500000 Penalty: 3652.846436
	Iteration 7F: 3 clusters Score -7508764 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64250 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -7514333.000000 Penalty: 3652.846436
	Iteration 8F: 3 clusters Score -7514333 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69387 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -7519040.000000 Penalty: 3652.846436
	Iteration 9F: 3 clusters Score -7519040 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -7522106.000000 Penalty: 3652.846436
	Iteration 10Q: 3 clusters Score -7522106 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7523538.500000 Penalty: 3652.846436
	Iteration 11Q: 3 clusters Score -7523538 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7524148.000000 Penalty: 3652.846436
	Iteration 12Q: 3 clusters Score -7524148 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75209 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7524468.000000 Penalty: 3652.846436
	Iteration 13Q: 3 clusters Score -7524468 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7524616.000000 Penalty: 3652.846436
	Iteration 14Q: 3 clusters Score -7524616 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7524722.000000 Penalty: 3652.846436
	Iteration 15Q: 3 clusters Score -7524722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7524770.000000 Penalty: 3652.846436
	Iteration 16Q: 3 clusters Score -7524770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75553 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7524781.000000 Penalty: 3652.846436
	Iteration 17Q: 3 clusters Score -7524781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7524798.000000 Penalty: 3652.846436
	Iteration 18Q: 3 clusters Score -7524798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7524818.500000 Penalty: 3652.846436
	Iteration 19Q: 3 clusters Score -7524818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7524833.000000 Penalty: 3652.846436
	Iteration 20F: 3 clusters Score -7524833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75613 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7524833.500000 Penalty: 3652.846436
	Iteration 21Q: 3 clusters Score -7524834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7524842.500000 Penalty: 3652.846436
	Iteration 22Q: 3 clusters Score -7524842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75629 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7524846.000000 Penalty: 3652.846436
	Iteration 23Q: 3 clusters Score -7524846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75632 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7524849.500000 Penalty: 3652.846436
	Iteration 24Q: 3 clusters Score -7524850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75634 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7524851.000000 Penalty: 3652.846436
	Iteration 25Q: 3 clusters Score -7524851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7524855.000000 Penalty: 3652.846436
	Iteration 26Q: 3 clusters Score -7524855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7524855.000000 Penalty: 3652.846436
	Iteration 27F: 3 clusters Score -7524855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Entering Unmasked Estep 
Score: -640692.562500 Penalty: 1447.882446
	Iteration 0F: 2 clusters Score -640692.6 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 3684 members 
Entering Unmasked Estep 
Score: -635216.187500 Penalty: 2895.764893
	Iteration 0F: 3 clusters Score -635216.2 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -637094.875000 Penalty: 2895.764893
	Iteration 1F: 3 clusters Score -637094.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -637464.562500 Penalty: 2895.764893
	Iteration 2F: 3 clusters Score -637464.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -637805.250000 Penalty: 2895.764893
	Iteration 3F: 3 clusters Score -637805.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -638109.562500 Penalty: 2895.764893
	Iteration 4F: 3 clusters Score -638109.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -638366.000000 Penalty: 2895.764893
	Iteration 5F: 3 clusters Score -638366 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -638604.125000 Penalty: 2895.764893
	Iteration 6Q: 3 clusters Score -638604.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -638820.875000 Penalty: 2895.764893
	Iteration 7Q: 3 clusters Score -638820.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -639023.437500 Penalty: 2895.764893
	Iteration 8Q: 3 clusters Score -639023.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -639169.750000 Penalty: 2895.764893
	Iteration 9Q: 3 clusters Score -639169.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -639271.312500 Penalty: 2895.764893
	Iteration 10Q: 3 clusters Score -639271.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -639367.750000 Penalty: 2895.764893
	Iteration 11Q: 3 clusters Score -639367.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -639447.437500 Penalty: 2895.764893
	Iteration 12Q: 3 clusters Score -639447.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -639504.187500 Penalty: 2895.764893
	Iteration 13Q: 3 clusters Score -639504.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -639549.312500 Penalty: 2895.764893
	Iteration 14Q: 3 clusters Score -639549.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -639578.375000 Penalty: 2895.764893
	Iteration 15Q: 3 clusters Score -639578.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -639601.125000 Penalty: 2895.764893
	Iteration 16Q: 3 clusters Score -639601.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -639610.687500 Penalty: 2895.764893
	Iteration 17Q: 3 clusters Score -639610.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -639618.562500 Penalty: 2895.764893
	Iteration 18Q: 3 clusters Score -639618.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -639624.562500 Penalty: 2895.764893
	Iteration 19Q: 3 clusters Score -639624.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -639630.250000 Penalty: 2895.764893
	Iteration 20F: 3 clusters Score -639630.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -639637.312500 Penalty: 2895.764893
	Iteration 21Q: 3 clusters Score -639637.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -639636.625000 Penalty: 2895.764893
	Iteration 22Q: 3 clusters Score -639636.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -639637.687500 Penalty: 2895.764893
	Iteration 23Q: 3 clusters Score -639637.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -639638.750000 Penalty: 2895.764893
	Iteration 24Q: 3 clusters Score -639638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -639640.125000 Penalty: 2895.764893
	Iteration 25Q: 3 clusters Score -639640.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -639641.375000 Penalty: 2895.764893
	Iteration 26Q: 3 clusters Score -639641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -639642.187500 Penalty: 2895.764893
	Iteration 27Q: 3 clusters Score -639642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -639640.437500 Penalty: 2895.764893
	Iteration 28Q: 3 clusters Score -639640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -639643.062500 Penalty: 2895.764893
	Iteration 29Q: 3 clusters Score -639643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -639644.375000 Penalty: 2895.764893
	Iteration 30Q: 3 clusters Score -639644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -639643.625000 Penalty: 2895.764893
	Iteration 31Q: 3 clusters Score -639643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -639644.562500 Penalty: 2895.764893
	Iteration 32Q: 3 clusters Score -639644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -639644.375000 Penalty: 2895.764893
	Iteration 33Q: 3 clusters Score -639644.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -639645.000000 Penalty: 2895.764893
	Iteration 34Q: 3 clusters Score -639645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -639644.562500 Penalty: 2895.764893
	Iteration 35Q: 3 clusters Score -639644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -639644.562500 Penalty: 2895.764893
	Iteration 36F: 3 clusters Score -639644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 87419 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5841 members 
Mstep: Class 7 contains 38907 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 64982 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 199911 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 16082 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13335 members 
Mstep: Class 19 contains 11992 members 
Mstep: Class 20 contains 15265 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855048.000000 Penalty: 49689.800781
Iteration 199Q: 24 clusters Score -5.385505e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 11312 members 
Mstep: Class 3 contains 87416 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 1698 members 
Mstep: Class 6 contains 5835 members 
Mstep: Class 7 contains 38909 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 65122 members 
Mstep: Class 10 contains 10009 members 
Mstep: Class 11 contains 199879 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 16074 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 5293 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13331 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 15249 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 76078 members 
Mstep: Class 23 contains 7406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855000.000000 Penalty: 49689.800781
Iteration 200F: 24 clusters Score -5.3855e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 11312 members 
Mstep: Class 3 contains 87419 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 1698 members 
Mstep: Class 6 contains 5836 members 
Mstep: Class 7 contains 38911 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 65227 members 
Mstep: Class 10 contains 9937 members 
Mstep: Class 11 contains 199853 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8313 members 
Mstep: Class 14 contains 16075 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 5293 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13330 members 
Mstep: Class 19 contains 12033 members 
Mstep: Class 20 contains 15229 members 
Mstep: Class 21 contains 1367 members 
Mstep: Class 22 contains 76077 members 
Mstep: Class 23 contains 7409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855040.000000 Penalty: 49689.800781
Iteration 201Q: 24 clusters Score -5.385504e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 87424 members 
Mstep: Class 4 contains 1026 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 5836 members 
Mstep: Class 7 contains 38911 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 65330 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 199825 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 16069 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13327 members 
Mstep: Class 19 contains 12052 members 
Mstep: Class 20 contains 15208 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 76078 members 
Mstep: Class 23 contains 7411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855096.000000 Penalty: 49689.800781
Iteration 202Q: 24 clusters Score -5.38551e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11315 members 
Mstep: Class 3 contains 87424 members 
Mstep: Class 4 contains 1020 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 5830 members 
Mstep: Class 7 contains 38912 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 65426 members 
Mstep: Class 10 contains 9816 members 
Mstep: Class 11 contains 199802 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 16057 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13323 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 15185 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 76078 members 
Mstep: Class 23 contains 7416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855028.000000 Penalty: 49689.800781
Iteration 203Q: 24 clusters Score -5.385503e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11314 members 
Mstep: Class 3 contains 87424 members 
Mstep: Class 4 contains 1015 members 
Mstep: Class 5 contains 1698 members 
Mstep: Class 6 contains 5825 members 
Mstep: Class 7 contains 38913 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 65510 members 
Mstep: Class 10 contains 9769 members 
Mstep: Class 11 contains 199776 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 16045 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5301 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13324 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 15162 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 76078 members 
Mstep: Class 23 contains 7425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855028.000000 Penalty: 49689.800781
Iteration 204Q: 24 clusters Score -5.385503e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 87423 members 
Mstep: Class 4 contains 1014 members 
Mstep: Class 5 contains 1700 members 
Mstep: Class 6 contains 5825 members 
Mstep: Class 7 contains 38913 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 65575 members 
Mstep: Class 10 contains 9731 members 
Mstep: Class 11 contains 199746 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 16036 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13326 members 
Mstep: Class 19 contains 12121 members 
Mstep: Class 20 contains 15137 members 
Mstep: Class 21 contains 1362 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855072.000000 Penalty: 49689.800781
Iteration 205Q: 24 clusters Score -5.385507e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 87420 members 
Mstep: Class 4 contains 1014 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5823 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 65649 members 
Mstep: Class 10 contains 9680 members 
Mstep: Class 11 contains 199723 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 16029 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5309 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13325 members 
Mstep: Class 19 contains 12148 members 
Mstep: Class 20 contains 15112 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855172.000000 Penalty: 49689.800781
Iteration 206Q: 24 clusters Score -5.385517e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 87419 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5822 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 65731 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 199708 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 16024 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5310 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13324 members 
Mstep: Class 19 contains 12167 members 
Mstep: Class 20 contains 15092 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855188.000000 Penalty: 49689.800781
Iteration 207Q: 24 clusters Score -5.385519e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 87421 members 
Mstep: Class 4 contains 1009 members 
Mstep: Class 5 contains 1699 members 
Mstep: Class 6 contains 5823 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 65802 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 199687 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8309 members 
Mstep: Class 14 contains 16014 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13326 members 
Mstep: Class 19 contains 12189 members 
Mstep: Class 20 contains 15076 members 
Mstep: Class 21 contains 1363 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855204.000000 Penalty: 49689.800781
Iteration 208Q: 24 clusters Score -5.38552e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 87420 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 1700 members 
Mstep: Class 6 contains 5827 members 
Mstep: Class 7 contains 38913 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 65856 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 199661 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 16006 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13330 members 
Mstep: Class 19 contains 12209 members 
Mstep: Class 20 contains 15055 members 
Mstep: Class 21 contains 1363 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855200.000000 Penalty: 49689.800781
Iteration 209Q: 24 clusters Score -5.38552e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 87421 members 
Mstep: Class 4 contains 993 members 
Mstep: Class 5 contains 1700 members 
Mstep: Class 6 contains 5829 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 65904 members 
Mstep: Class 10 contains 9516 members 
Mstep: Class 11 contains 199644 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 15996 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13329 members 
Mstep: Class 19 contains 12231 members 
Mstep: Class 20 contains 15036 members 
Mstep: Class 21 contains 1363 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855208.000000 Penalty: 49689.800781
Iteration 210Q: 24 clusters Score -5.385521e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 87421 members 
Mstep: Class 4 contains 987 members 
Mstep: Class 5 contains 1701 members 
Mstep: Class 6 contains 5832 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 65950 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 199627 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8320 members 
Mstep: Class 14 contains 15989 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13330 members 
Mstep: Class 19 contains 12254 members 
Mstep: Class 20 contains 15017 members 
Mstep: Class 21 contains 1362 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855180.000000 Penalty: 49689.800781
Iteration 211Q: 24 clusters Score -5.385518e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11314 members 
Mstep: Class 3 contains 87420 members 
Mstep: Class 4 contains 982 members 
Mstep: Class 5 contains 1698 members 
Mstep: Class 6 contains 5830 members 
Mstep: Class 7 contains 38913 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 65988 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 199622 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8318 members 
Mstep: Class 14 contains 15986 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5302 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13327 members 
Mstep: Class 19 contains 12279 members 
Mstep: Class 20 contains 14997 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855188.000000 Penalty: 49689.800781
Iteration 212Q: 24 clusters Score -5.385519e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11314 members 
Mstep: Class 3 contains 87419 members 
Mstep: Class 4 contains 978 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 5831 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 66020 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 199615 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8317 members 
Mstep: Class 14 contains 15980 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5301 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13327 members 
Mstep: Class 19 contains 12304 members 
Mstep: Class 20 contains 14978 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855224.000000 Penalty: 49689.800781
Iteration 213Q: 24 clusters Score -5.385522e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11315 members 
Mstep: Class 3 contains 87424 members 
Mstep: Class 4 contains 979 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 5834 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 66049 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 199607 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 15978 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5301 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13322 members 
Mstep: Class 19 contains 12325 members 
Mstep: Class 20 contains 14958 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855204.000000 Penalty: 49689.800781
Iteration 214Q: 24 clusters Score -5.38552e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 87423 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5837 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 66073 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 199595 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 15976 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5300 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13322 members 
Mstep: Class 19 contains 12355 members 
Mstep: Class 20 contains 14939 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855172.000000 Penalty: 49689.800781
Iteration 215Q: 24 clusters Score -5.385517e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87420 members 
Mstep: Class 4 contains 972 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5838 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 66105 members 
Mstep: Class 10 contains 9372 members 
Mstep: Class 11 contains 199579 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 15973 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13322 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 14919 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855100.000000 Penalty: 49689.800781
Iteration 216Q: 24 clusters Score -5.38551e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87418 members 
Mstep: Class 4 contains 965 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5835 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 66137 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 199566 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 15974 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13319 members 
Mstep: Class 19 contains 12414 members 
Mstep: Class 20 contains 14905 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855088.000000 Penalty: 49689.800781
Iteration 217Q: 24 clusters Score -5.385509e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87422 members 
Mstep: Class 4 contains 964 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5836 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 66163 members 
Mstep: Class 10 contains 9341 members 
Mstep: Class 11 contains 199553 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 15971 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5301 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13317 members 
Mstep: Class 19 contains 12426 members 
Mstep: Class 20 contains 14891 members 
Mstep: Class 21 contains 1358 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855100.000000 Penalty: 49689.800781
Iteration 218Q: 24 clusters Score -5.38551e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87425 members 
Mstep: Class 4 contains 961 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5837 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 66190 members 
Mstep: Class 10 contains 9326 members 
Mstep: Class 11 contains 199539 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 15969 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13312 members 
Mstep: Class 19 contains 12440 members 
Mstep: Class 20 contains 14879 members 
Mstep: Class 21 contains 1357 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855100.000000 Penalty: 49689.800781
Iteration 219Q: 24 clusters Score -5.38551e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87426 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5836 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 66205 members 
Mstep: Class 10 contains 9316 members 
Mstep: Class 11 contains 199532 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 15969 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13312 members 
Mstep: Class 19 contains 12452 members 
Mstep: Class 20 contains 14869 members 
Mstep: Class 21 contains 1356 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855132.000000 Penalty: 49689.800781
Iteration 220F: 24 clusters Score -5.385513e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87424 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5836 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 66224 members 
Mstep: Class 10 contains 9300 members 
Mstep: Class 11 contains 199532 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 15964 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5309 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13311 members 
Mstep: Class 19 contains 12459 members 
Mstep: Class 20 contains 14859 members 
Mstep: Class 21 contains 1356 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855120.000000 Penalty: 49689.800781
Iteration 221Q: 24 clusters Score -5.385512e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87424 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5836 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 66247 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 199530 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 8307 members 
Mstep: Class 14 contains 15957 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13308 members 
Mstep: Class 19 contains 12465 members 
Mstep: Class 20 contains 14855 members 
Mstep: Class 21 contains 1356 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855168.000000 Penalty: 49689.800781
Iteration 222Q: 24 clusters Score -5.385517e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87426 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5835 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 66272 members 
Mstep: Class 10 contains 9270 members 
Mstep: Class 11 contains 199530 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8307 members 
Mstep: Class 14 contains 15948 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5302 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13308 members 
Mstep: Class 19 contains 12468 members 
Mstep: Class 20 contains 14849 members 
Mstep: Class 21 contains 1356 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855180.000000 Penalty: 49689.800781
Iteration 223Q: 24 clusters Score -5.385518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 87429 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5836 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 66292 members 
Mstep: Class 10 contains 9255 members 
Mstep: Class 11 contains 199526 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8305 members 
Mstep: Class 14 contains 15938 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5301 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 12470 members 
Mstep: Class 20 contains 14846 members 
Mstep: Class 21 contains 1356 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855164.000000 Penalty: 49689.800781
Iteration 224Q: 24 clusters Score -5.385516e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87427 members 
Mstep: Class 4 contains 955 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5835 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 66309 members 
Mstep: Class 10 contains 9245 members 
Mstep: Class 11 contains 199534 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8305 members 
Mstep: Class 14 contains 15924 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13312 members 
Mstep: Class 19 contains 12472 members 
Mstep: Class 20 contains 14841 members 
Mstep: Class 21 contains 1355 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855180.000000 Penalty: 49689.800781
Iteration 225Q: 24 clusters Score -5.385518e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87428 members 
Mstep: Class 4 contains 954 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5838 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 66319 members 
Mstep: Class 10 contains 9237 members 
Mstep: Class 11 contains 199544 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 15910 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13311 members 
Mstep: Class 19 contains 12469 members 
Mstep: Class 20 contains 14837 members 
Mstep: Class 21 contains 1355 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855164.000000 Penalty: 49689.800781
Iteration 226Q: 24 clusters Score -5.385516e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87430 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5837 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 66335 members 
Mstep: Class 10 contains 9230 members 
Mstep: Class 11 contains 199539 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8302 members 
Mstep: Class 14 contains 15907 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13309 members 
Mstep: Class 19 contains 12473 members 
Mstep: Class 20 contains 14835 members 
Mstep: Class 21 contains 1355 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855128.000000 Penalty: 49689.800781
Iteration 227Q: 24 clusters Score -5.385513e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87430 members 
Mstep: Class 4 contains 947 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 5838 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 66339 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 199539 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 15903 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5300 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13308 members 
Mstep: Class 19 contains 12480 members 
Mstep: Class 20 contains 14828 members 
Mstep: Class 21 contains 1355 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855192.000000 Penalty: 49689.800781
Iteration 228Q: 24 clusters Score -5.385519e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87430 members 
Mstep: Class 4 contains 942 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 5839 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 66350 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 199545 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8305 members 
Mstep: Class 14 contains 15889 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5302 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13308 members 
Mstep: Class 19 contains 12483 members 
Mstep: Class 20 contains 14822 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855220.000000 Penalty: 49689.800781
Iteration 229Q: 24 clusters Score -5.385522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 87430 members 
Mstep: Class 4 contains 939 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 5840 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 66359 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 199546 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8306 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13308 members 
Mstep: Class 19 contains 12485 members 
Mstep: Class 20 contains 14815 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855216.000000 Penalty: 49689.800781
Iteration 230Q: 24 clusters Score -5.385522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87430 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 5841 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 66369 members 
Mstep: Class 10 contains 9228 members 
Mstep: Class 11 contains 199546 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8307 members 
Mstep: Class 14 contains 15871 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13306 members 
Mstep: Class 19 contains 12490 members 
Mstep: Class 20 contains 14811 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855228.000000 Penalty: 49689.800781
Iteration 231Q: 24 clusters Score -5.385523e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87430 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 5843 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 66376 members 
Mstep: Class 10 contains 9226 members 
Mstep: Class 11 contains 199544 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8309 members 
Mstep: Class 14 contains 15866 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5303 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13306 members 
Mstep: Class 19 contains 12492 members 
Mstep: Class 20 contains 14810 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855236.000000 Penalty: 49689.800781
Iteration 232Q: 24 clusters Score -5.385524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87431 members 
Mstep: Class 4 contains 934 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 5842 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 66382 members 
Mstep: Class 10 contains 9225 members 
Mstep: Class 11 contains 199542 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 15861 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13307 members 
Mstep: Class 19 contains 12495 members 
Mstep: Class 20 contains 14806 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855240.000000 Penalty: 49689.800781
Iteration 233Q: 24 clusters Score -5.385524e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 87430 members 
Mstep: Class 4 contains 930 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 5841 members 
Mstep: Class 7 contains 38914 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 66390 members 
Mstep: Class 10 contains 9223 members 
Mstep: Class 11 contains 199538 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8309 members 
Mstep: Class 14 contains 15859 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13307 members 
Mstep: Class 19 contains 12499 members 
Mstep: Class 20 contains 14801 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855188.000000 Penalty: 49689.800781
Iteration 234Q: 24 clusters Score -5.385519e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 87429 members 
Mstep: Class 4 contains 923 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 5841 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66395 members 
Mstep: Class 10 contains 9222 members 
Mstep: Class 11 contains 199536 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 15854 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13306 members 
Mstep: Class 19 contains 12503 members 
Mstep: Class 20 contains 14799 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855176.000000 Penalty: 49689.800781
Iteration 235Q: 24 clusters Score -5.385518e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 87429 members 
Mstep: Class 4 contains 914 members 
Mstep: Class 5 contains 1694 members 
Mstep: Class 6 contains 5841 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66404 members 
Mstep: Class 10 contains 9222 members 
Mstep: Class 11 contains 199532 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 15850 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5309 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13307 members 
Mstep: Class 19 contains 12511 members 
Mstep: Class 20 contains 14797 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855180.000000 Penalty: 49689.800781
Iteration 236Q: 24 clusters Score -5.385518e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87429 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 5841 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66415 members 
Mstep: Class 10 contains 9220 members 
Mstep: Class 11 contains 199532 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8307 members 
Mstep: Class 14 contains 15847 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12517 members 
Mstep: Class 20 contains 14792 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855176.000000 Penalty: 49689.800781
Iteration 237Q: 24 clusters Score -5.385518e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87427 members 
Mstep: Class 4 contains 905 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5843 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66419 members 
Mstep: Class 10 contains 9218 members 
Mstep: Class 11 contains 199536 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 15845 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13303 members 
Mstep: Class 19 contains 12521 members 
Mstep: Class 20 contains 14784 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855152.000000 Penalty: 49689.800781
Iteration 238Q: 24 clusters Score -5.385515e+07 nChanged 35
Entering ConstructFrom: 
Score: -53855152.000000 Penalty: 49689.800781
Entering ConstructFrom: 
Trying to split cluster 1 (6644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Entering Unmasked Estep 
Score: -657489.937500 Penalty: 1430.238892
	Iteration 0F: 2 clusters Score -657489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -652405.875000 Penalty: 2860.477783
	Iteration 0F: 3 clusters Score -652405.9 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -653875.000000 Penalty: 2860.477783
	Iteration 1F: 3 clusters Score -653875 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -654030.562500 Penalty: 2860.477783
	Iteration 2F: 3 clusters Score -654030.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -654164.625000 Penalty: 2860.477783
	Iteration 3Q: 3 clusters Score -654164.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -654265.750000 Penalty: 2860.477783
	Iteration 4Q: 3 clusters Score -654265.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -654346.687500 Penalty: 2860.477783
	Iteration 5Q: 3 clusters Score -654346.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -654423.125000 Penalty: 2860.477783
	Iteration 6Q: 3 clusters Score -654423.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -654494.250000 Penalty: 2860.477783
	Iteration 7Q: 3 clusters Score -654494.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -654580.812500 Penalty: 2860.477783
	Iteration 8Q: 3 clusters Score -654580.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -654670.000000 Penalty: 2860.477783
	Iteration 9Q: 3 clusters Score -654670 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -654768.437500 Penalty: 2860.477783
	Iteration 10Q: 3 clusters Score -654768.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -654885.750000 Penalty: 2860.477783
	Iteration 11Q: 3 clusters Score -654885.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -655013.062500 Penalty: 2860.477783
	Iteration 12Q: 3 clusters Score -655013.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -655160.062500 Penalty: 2860.477783
	Iteration 13Q: 3 clusters Score -655160.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -655324.937500 Penalty: 2860.477783
	Iteration 14Q: 3 clusters Score -655324.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -655518.187500 Penalty: 2860.477783
	Iteration 15Q: 3 clusters Score -655518.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -655718.687500 Penalty: 2860.477783
	Iteration 16Q: 3 clusters Score -655718.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -655851.812500 Penalty: 2860.477783
	Iteration 17Q: 3 clusters Score -655851.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -655941.750000 Penalty: 2860.477783
	Iteration 18Q: 3 clusters Score -655941.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -656028.500000 Penalty: 2860.477783
	Iteration 19Q: 3 clusters Score -656028.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -656095.187500 Penalty: 2860.477783
	Iteration 20F: 3 clusters Score -656095.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -656143.562500 Penalty: 2860.477783
	Iteration 21Q: 3 clusters Score -656143.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -656169.062500 Penalty: 2860.477783
	Iteration 22Q: 3 clusters Score -656169.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -656181.750000 Penalty: 2860.477783
	Iteration 23Q: 3 clusters Score -656181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -656187.312500 Penalty: 2860.477783
	Iteration 24Q: 3 clusters Score -656187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -656189.500000 Penalty: 2860.477783
	Iteration 25Q: 3 clusters Score -656189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -656189.437500 Penalty: 2860.477783
	Iteration 26Q: 3 clusters Score -656189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -656190.625000 Penalty: 2860.477783
	Iteration 27Q: 3 clusters Score -656190.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -656191.937500 Penalty: 2860.477783
	Iteration 28Q: 3 clusters Score -656191.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -656192.312500 Penalty: 2860.477783
	Iteration 29Q: 3 clusters Score -656192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -656194.687500 Penalty: 2860.477783
	Iteration 30Q: 3 clusters Score -656194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -656200.750000 Penalty: 2860.477783
	Iteration 31Q: 3 clusters Score -656200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -656205.000000 Penalty: 2860.477783
	Iteration 32Q: 3 clusters Score -656205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -656209.812500 Penalty: 2860.477783
	Iteration 33Q: 3 clusters Score -656209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -656213.187500 Penalty: 2860.477783
	Iteration 34Q: 3 clusters Score -656213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -656214.875000 Penalty: 2860.477783
	Iteration 35Q: 3 clusters Score -656214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -656216.562500 Penalty: 2860.477783
	Iteration 36Q: 3 clusters Score -656216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -656216.562500 Penalty: 2860.477783
	Iteration 37F: 3 clusters Score -656216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Entering Unmasked Estep 
Score: -1088491.625000 Penalty: 1516.856812
	Iteration 0F: 2 clusters Score -1088492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1080462.000000 Penalty: 3033.713623
	Iteration 0F: 3 clusters Score -1080462 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1083092.375000 Penalty: 3033.713623
	Iteration 1F: 3 clusters Score -1083092 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1083395.250000 Penalty: 3033.713623
	Iteration 2F: 3 clusters Score -1083395 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1083702.125000 Penalty: 3033.713623
	Iteration 3F: 3 clusters Score -1083702 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1084068.125000 Penalty: 3033.713623
	Iteration 4F: 3 clusters Score -1084068 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1084414.500000 Penalty: 3033.713623
	Iteration 5F: 3 clusters Score -1084414 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1084776.500000 Penalty: 3033.713623
	Iteration 6F: 3 clusters Score -1084776 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1085173.750000 Penalty: 3033.713623
	Iteration 7F: 3 clusters Score -1085174 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1085639.250000 Penalty: 3033.713623
	Iteration 8F: 3 clusters Score -1085639 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1086086.250000 Penalty: 3033.713623
	Iteration 9F: 3 clusters Score -1086086 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1086471.375000 Penalty: 3033.713623
	Iteration 10Q: 3 clusters Score -1086471 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1086774.125000 Penalty: 3033.713623
	Iteration 11Q: 3 clusters Score -1086774 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1087020.875000 Penalty: 3033.713623
	Iteration 12Q: 3 clusters Score -1087021 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1087193.875000 Penalty: 3033.713623
	Iteration 13Q: 3 clusters Score -1087194 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1087337.500000 Penalty: 3033.713623
	Iteration 14Q: 3 clusters Score -1087338 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1087495.125000 Penalty: 3033.713623
	Iteration 15Q: 3 clusters Score -1087495 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1087636.375000 Penalty: 3033.713623
	Iteration 16Q: 3 clusters Score -1087636 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1087705.375000 Penalty: 3033.713623
	Iteration 17Q: 3 clusters Score -1087705 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1087732.000000 Penalty: 3033.713623
	Iteration 18Q: 3 clusters Score -1087732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1087746.250000 Penalty: 3033.713623
	Iteration 19Q: 3 clusters Score -1087746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1087754.375000 Penalty: 3033.713623
	Iteration 20F: 3 clusters Score -1087754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1087759.625000 Penalty: 3033.713623
	Iteration 21Q: 3 clusters Score -1087760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1087763.250000 Penalty: 3033.713623
	Iteration 22Q: 3 clusters Score -1087763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1087767.375000 Penalty: 3033.713623
	Iteration 23Q: 3 clusters Score -1087767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1087770.500000 Penalty: 3033.713623
	Iteration 24Q: 3 clusters Score -1087770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1087774.125000 Penalty: 3033.713623
	Iteration 25Q: 3 clusters Score -1087774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1087776.125000 Penalty: 3033.713623
	Iteration 26Q: 3 clusters Score -1087776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1087777.500000 Penalty: 3033.713623
	Iteration 27Q: 3 clusters Score -1087778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1087779.250000 Penalty: 3033.713623
	Iteration 28Q: 3 clusters Score -1087779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1087780.125000 Penalty: 3033.713623
	Iteration 29Q: 3 clusters Score -1087780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1087781.750000 Penalty: 3033.713623
	Iteration 30Q: 3 clusters Score -1087782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1087781.875000 Penalty: 3033.713623
	Iteration 31Q: 3 clusters Score -1087782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1087783.625000 Penalty: 3033.713623
	Iteration 32Q: 3 clusters Score -1087784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1087785.000000 Penalty: 3033.713623
	Iteration 33Q: 3 clusters Score -1087785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1087788.500000 Penalty: 3033.713623
	Iteration 34Q: 3 clusters Score -1087788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1087788.000000 Penalty: 3033.713623
	Iteration 35Q: 3 clusters Score -1087788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1087789.875000 Penalty: 3033.713623
	Iteration 36Q: 3 clusters Score -1087790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1087792.875000 Penalty: 3033.713623
	Iteration 37Q: 3 clusters Score -1087793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1087791.625000 Penalty: 3033.713623
	Iteration 38Q: 3 clusters Score -1087792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1087792.375000 Penalty: 3033.713623
	Iteration 39Q: 3 clusters Score -1087792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1087792.250000 Penalty: 3033.713623
	Iteration 40F: 3 clusters Score -1087792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Entering Unmasked Estep 
Score: -8013523.000000 Penalty: 1849.014038
	Iteration 0F: 2 clusters Score -8013523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -7955529.000000 Penalty: 3698.028076
	Iteration 0F: 3 clusters Score -7955529 nChanged 41588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -7979562.000000 Penalty: 3698.028076
	Iteration 1F: 3 clusters Score -7979562 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -7980404.500000 Penalty: 3698.028076
	Iteration 2Q: 3 clusters Score -7980404 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -7981686.500000 Penalty: 3698.028076
	Iteration 3Q: 3 clusters Score -7981686 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -7983675.000000 Penalty: 3698.028076
	Iteration 4Q: 3 clusters Score -7983675 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -7986563.000000 Penalty: 3698.028076
	Iteration 5F: 3 clusters Score -7986563 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -7989860.000000 Penalty: 3698.028076
	Iteration 6F: 3 clusters Score -7989860 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -7992730.500000 Penalty: 3698.028076
	Iteration 7F: 3 clusters Score -7992730 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -7994736.500000 Penalty: 3698.028076
	Iteration 8F: 3 clusters Score -7994736 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -7995991.000000 Penalty: 3698.028076
	Iteration 9Q: 3 clusters Score -7995991 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -7996771.500000 Penalty: 3698.028076
	Iteration 10Q: 3 clusters Score -7996772 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -7997284.000000 Penalty: 3698.028076
	Iteration 11Q: 3 clusters Score -7997284 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -7997669.500000 Penalty: 3698.028076
	Iteration 12Q: 3 clusters Score -7997670 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60049 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -7998208.500000 Penalty: 3698.028076
	Iteration 13Q: 3 clusters Score -7998208 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -7998834.500000 Penalty: 3698.028076
	Iteration 14Q: 3 clusters Score -7998834 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -7999529.500000 Penalty: 3698.028076
	Iteration 15Q: 3 clusters Score -7999530 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -8000649.000000 Penalty: 3698.028076
	Iteration 16Q: 3 clusters Score -8000649 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -8001819.000000 Penalty: 3698.028076
	Iteration 17Q: 3 clusters Score -8001819 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -8003166.500000 Penalty: 3698.028076
	Iteration 18Q: 3 clusters Score -8003166 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -8004561.500000 Penalty: 3698.028076
	Iteration 19Q: 3 clusters Score -8004562 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -8006081.500000 Penalty: 3698.028076
	Iteration 20F: 3 clusters Score -8006082 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -8007520.000000 Penalty: 3698.028076
	Iteration 21Q: 3 clusters Score -8007520 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -8008903.500000 Penalty: 3698.028076
	Iteration 22Q: 3 clusters Score -8008904 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -8009987.000000 Penalty: 3698.028076
	Iteration 23Q: 3 clusters Score -8009987 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8010668.500000 Penalty: 3698.028076
	Iteration 24Q: 3 clusters Score -8010668 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86042 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8011133.000000 Penalty: 3698.028076
	Iteration 25Q: 3 clusters Score -8011133 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8011472.000000 Penalty: 3698.028076
	Iteration 26Q: 3 clusters Score -8011472 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8011627.500000 Penalty: 3698.028076
	Iteration 27Q: 3 clusters Score -8011628 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86842 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8011732.000000 Penalty: 3698.028076
	Iteration 28Q: 3 clusters Score -8011732 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8011811.000000 Penalty: 3698.028076
	Iteration 29Q: 3 clusters Score -8011811 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8011878.500000 Penalty: 3698.028076
	Iteration 30Q: 3 clusters Score -8011878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87012 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8011909.000000 Penalty: 3698.028076
	Iteration 31Q: 3 clusters Score -8011909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8011931.500000 Penalty: 3698.028076
	Iteration 32Q: 3 clusters Score -8011932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8011942.500000 Penalty: 3698.028076
	Iteration 33Q: 3 clusters Score -8011942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8011951.000000 Penalty: 3698.028076
	Iteration 34Q: 3 clusters Score -8011951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8011963.000000 Penalty: 3698.028076
	Iteration 35Q: 3 clusters Score -8011963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8011966.500000 Penalty: 3698.028076
	Iteration 36Q: 3 clusters Score -8011966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8011973.500000 Penalty: 3698.028076
	Iteration 37Q: 3 clusters Score -8011974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8011974.000000 Penalty: 3698.028076
	Iteration 38Q: 3 clusters Score -8011974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8011970.500000 Penalty: 3698.028076
	Iteration 39Q: 3 clusters Score -8011970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8011972.000000 Penalty: 3698.028076
	Iteration 40F: 3 clusters Score -8011972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8011976.000000 Penalty: 3698.028076
	Iteration 41Q: 3 clusters Score -8011976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87071 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8011983.500000 Penalty: 3698.028076
	Iteration 42Q: 3 clusters Score -8011984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87074 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8011977.000000 Penalty: 3698.028076
	Iteration 43Q: 3 clusters Score -8011977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8011978.000000 Penalty: 3698.028076
	Iteration 44Q: 3 clusters Score -8011978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8011977.500000 Penalty: 3698.028076
	Iteration 45Q: 3 clusters Score -8011978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8011977.500000 Penalty: 3698.028076
	Iteration 46F: 3 clusters Score -8011978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -79293.031250 Penalty: 1105.569580
	Iteration 0F: 2 clusters Score -79293.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -77917.664062 Penalty: 2211.139160
	Iteration 0F: 3 clusters Score -77917.66 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -78132.546875 Penalty: 2211.139160
	Iteration 1F: 3 clusters Score -78132.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78209.453125 Penalty: 2211.139160
	Iteration 2F: 3 clusters Score -78209.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -78244.570312 Penalty: 2211.139160
	Iteration 3Q: 3 clusters Score -78244.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -78265.851562 Penalty: 2211.139160
	Iteration 4Q: 3 clusters Score -78265.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78275.476562 Penalty: 2211.139160
	Iteration 5Q: 3 clusters Score -78275.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -78283.851562 Penalty: 2211.139160
	Iteration 6Q: 3 clusters Score -78283.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -78290.062500 Penalty: 2211.139160
	Iteration 7Q: 3 clusters Score -78290.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -78293.796875 Penalty: 2211.139160
	Iteration 8Q: 3 clusters Score -78293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -78296.195312 Penalty: 2211.139160
	Iteration 9Q: 3 clusters Score -78296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -78298.968750 Penalty: 2211.139160
	Iteration 10Q: 3 clusters Score -78298.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -78301.843750 Penalty: 2211.139160
	Iteration 11Q: 3 clusters Score -78301.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -78303.757812 Penalty: 2211.139160
	Iteration 12Q: 3 clusters Score -78303.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78304.453125 Penalty: 2211.139160
	Iteration 13Q: 3 clusters Score -78304.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78308.750000 Penalty: 2211.139160
	Iteration 14Q: 3 clusters Score -78308.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78308.750000 Penalty: 2211.139160
	Iteration 15F: 3 clusters Score -78308.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -156052.546875 Penalty: 1207.970825
	Iteration 0F: 2 clusters Score -156052.5 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 880 members 
Entering Unmasked Estep 
Score: -154166.796875 Penalty: 2415.941650
	Iteration 0F: 3 clusters Score -154166.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -154547.593750 Penalty: 2415.941650
	Iteration 1F: 3 clusters Score -154547.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -154662.515625 Penalty: 2415.941650
	Iteration 2F: 3 clusters Score -154662.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -154734.593750 Penalty: 2415.941650
	Iteration 3F: 3 clusters Score -154734.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -154778.500000 Penalty: 2415.941650
	Iteration 4Q: 3 clusters Score -154778.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -154808.953125 Penalty: 2415.941650
	Iteration 5Q: 3 clusters Score -154809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -154840.781250 Penalty: 2415.941650
	Iteration 6Q: 3 clusters Score -154840.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -154867.609375 Penalty: 2415.941650
	Iteration 7Q: 3 clusters Score -154867.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -154884.156250 Penalty: 2415.941650
	Iteration 8Q: 3 clusters Score -154884.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -154901.343750 Penalty: 2415.941650
	Iteration 9Q: 3 clusters Score -154901.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -154910.125000 Penalty: 2415.941650
	Iteration 10Q: 3 clusters Score -154910.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -154917.265625 Penalty: 2415.941650
	Iteration 11Q: 3 clusters Score -154917.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -154923.531250 Penalty: 2415.941650
	Iteration 12Q: 3 clusters Score -154923.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -154924.953125 Penalty: 2415.941650
	Iteration 13Q: 3 clusters Score -154925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -154926.937500 Penalty: 2415.941650
	Iteration 14Q: 3 clusters Score -154926.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -154929.218750 Penalty: 2415.941650
	Iteration 15Q: 3 clusters Score -154929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -154931.562500 Penalty: 2415.941650
	Iteration 16Q: 3 clusters Score -154931.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -154934.250000 Penalty: 2415.941650
	Iteration 17Q: 3 clusters Score -154934.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -154936.531250 Penalty: 2415.941650
	Iteration 18Q: 3 clusters Score -154936.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -154938.984375 Penalty: 2415.941650
	Iteration 19Q: 3 clusters Score -154939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -154942.265625 Penalty: 2415.941650
	Iteration 20F: 3 clusters Score -154942.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -154943.390625 Penalty: 2415.941650
	Iteration 21Q: 3 clusters Score -154943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -154943.375000 Penalty: 2415.941650
	Iteration 22Q: 3 clusters Score -154943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -154943.375000 Penalty: 2415.941650
	Iteration 23F: 3 clusters Score -154943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Entering Unmasked Estep 
Score: -522809.187500 Penalty: 1409.362427
	Iteration 0F: 2 clusters Score -522809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -518303.031250 Penalty: 2818.724854
	Iteration 0F: 3 clusters Score -518303 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -519575.468750 Penalty: 2818.724854
	Iteration 1F: 3 clusters Score -519575.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -519768.281250 Penalty: 2818.724854
	Iteration 2F: 3 clusters Score -519768.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -519897.906250 Penalty: 2818.724854
	Iteration 3Q: 3 clusters Score -519897.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -519991.062500 Penalty: 2818.724854
	Iteration 4Q: 3 clusters Score -519991.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -520080.156250 Penalty: 2818.724854
	Iteration 5Q: 3 clusters Score -520080.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -520172.218750 Penalty: 2818.724854
	Iteration 6Q: 3 clusters Score -520172.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -520289.625000 Penalty: 2818.724854
	Iteration 7Q: 3 clusters Score -520289.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -520437.406250 Penalty: 2818.724854
	Iteration 8Q: 3 clusters Score -520437.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -520614.468750 Penalty: 2818.724854
	Iteration 9Q: 3 clusters Score -520614.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -520788.156250 Penalty: 2818.724854
	Iteration 10Q: 3 clusters Score -520788.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -521003.968750 Penalty: 2818.724854
	Iteration 11Q: 3 clusters Score -521004 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -521226.937500 Penalty: 2818.724854
	Iteration 12Q: 3 clusters Score -521226.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -521395.000000 Penalty: 2818.724854
	Iteration 13Q: 3 clusters Score -521395 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -521509.718750 Penalty: 2818.724854
	Iteration 14Q: 3 clusters Score -521509.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -521592.906250 Penalty: 2818.724854
	Iteration 15Q: 3 clusters Score -521592.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -521663.093750 Penalty: 2818.724854
	Iteration 16Q: 3 clusters Score -521663.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -521714.312500 Penalty: 2818.724854
	Iteration 17Q: 3 clusters Score -521714.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -521753.625000 Penalty: 2818.724854
	Iteration 18Q: 3 clusters Score -521753.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -521772.718750 Penalty: 2818.724854
	Iteration 19Q: 3 clusters Score -521772.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -521785.062500 Penalty: 2818.724854
	Iteration 20F: 3 clusters Score -521785.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -521795.375000 Penalty: 2818.724854
	Iteration 21Q: 3 clusters Score -521795.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -521806.000000 Penalty: 2818.724854
	Iteration 22Q: 3 clusters Score -521806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -521812.406250 Penalty: 2818.724854
	Iteration 23Q: 3 clusters Score -521812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -521815.500000 Penalty: 2818.724854
	Iteration 24Q: 3 clusters Score -521815.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -521817.093750 Penalty: 2818.724854
	Iteration 25Q: 3 clusters Score -521817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -521820.187500 Penalty: 2818.724854
	Iteration 26Q: 3 clusters Score -521820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -521821.812500 Penalty: 2818.724854
	Iteration 27Q: 3 clusters Score -521821.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -521824.000000 Penalty: 2818.724854
	Iteration 28Q: 3 clusters Score -521824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -521824.218750 Penalty: 2818.724854
	Iteration 29Q: 3 clusters Score -521824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -521824.781250 Penalty: 2818.724854
	Iteration 30Q: 3 clusters Score -521824.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -521825.187500 Penalty: 2818.724854
	Iteration 31Q: 3 clusters Score -521825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -521825.187500 Penalty: 2818.724854
	Iteration 32F: 3 clusters Score -521825.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Entering Unmasked Estep 
Score: -3836693.250000 Penalty: 1717.484375
	Iteration 0F: 2 clusters Score -3836693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -3810694.500000 Penalty: 3434.968750
	Iteration 0F: 3 clusters Score -3810694 nChanged 18095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -3820921.250000 Penalty: 3434.968750
	Iteration 1F: 3 clusters Score -3820921 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3821421.750000 Penalty: 3434.968750
	Iteration 2Q: 3 clusters Score -3821422 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -3822089.750000 Penalty: 3434.968750
	Iteration 3Q: 3 clusters Score -3822090 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3822920.000000 Penalty: 3434.968750
	Iteration 4Q: 3 clusters Score -3822920 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3824075.500000 Penalty: 3434.968750
	Iteration 5F: 3 clusters Score -3824076 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3825586.250000 Penalty: 3434.968750
	Iteration 6F: 3 clusters Score -3825586 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3827591.000000 Penalty: 3434.968750
	Iteration 7F: 3 clusters Score -3827591 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3829724.500000 Penalty: 3434.968750
	Iteration 8F: 3 clusters Score -3829724 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3831453.750000 Penalty: 3434.968750
	Iteration 9F: 3 clusters Score -3831454 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -3832600.000000 Penalty: 3434.968750
	Iteration 10Q: 3 clusters Score -3832600 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -3833405.500000 Penalty: 3434.968750
	Iteration 11Q: 3 clusters Score -3833406 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -3834002.250000 Penalty: 3434.968750
	Iteration 12Q: 3 clusters Score -3834002 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -3834547.750000 Penalty: 3434.968750
	Iteration 13Q: 3 clusters Score -3834548 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -3835027.750000 Penalty: 3434.968750
	Iteration 14Q: 3 clusters Score -3835028 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -3835430.250000 Penalty: 3434.968750
	Iteration 15Q: 3 clusters Score -3835430 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -3835727.750000 Penalty: 3434.968750
	Iteration 16Q: 3 clusters Score -3835728 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -3835891.250000 Penalty: 3434.968750
	Iteration 17Q: 3 clusters Score -3835891 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -3836011.000000 Penalty: 3434.968750
	Iteration 18Q: 3 clusters Score -3836011 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -3836056.000000 Penalty: 3434.968750
	Iteration 19Q: 3 clusters Score -3836056 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -3836106.000000 Penalty: 3434.968750
	Iteration 20F: 3 clusters Score -3836106 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -3836123.000000 Penalty: 3434.968750
	Iteration 21Q: 3 clusters Score -3836123 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -3836142.500000 Penalty: 3434.968750
	Iteration 22Q: 3 clusters Score -3836142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -3836158.250000 Penalty: 3434.968750
	Iteration 23Q: 3 clusters Score -3836158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -3836171.500000 Penalty: 3434.968750
	Iteration 24Q: 3 clusters Score -3836172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -3836178.250000 Penalty: 3434.968750
	Iteration 25Q: 3 clusters Score -3836178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -3836174.500000 Penalty: 3434.968750
	Iteration 26Q: 3 clusters Score -3836174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -3836182.250000 Penalty: 3434.968750
	Iteration 27Q: 3 clusters Score -3836182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -3836184.000000 Penalty: 3434.968750
	Iteration 28Q: 3 clusters Score -3836184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -3836187.250000 Penalty: 3434.968750
	Iteration 29Q: 3 clusters Score -3836187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -3836192.750000 Penalty: 3434.968750
	Iteration 30Q: 3 clusters Score -3836193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -3836187.500000 Penalty: 3434.968750
	Iteration 31Q: 3 clusters Score -3836188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -3836188.750000 Penalty: 3434.968750
	Iteration 32Q: 3 clusters Score -3836189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -3836181.750000 Penalty: 3434.968750
	Iteration 33Q: 3 clusters Score -3836182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -3836188.000000 Penalty: 3434.968750
	Iteration 34Q: 3 clusters Score -3836188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -3836191.000000 Penalty: 3434.968750
	Iteration 35Q: 3 clusters Score -3836191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -3836189.250000 Penalty: 3434.968750
	Iteration 36Q: 3 clusters Score -3836189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -3836188.500000 Penalty: 3434.968750
	Iteration 37Q: 3 clusters Score -3836188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -3836188.500000 Penalty: 3434.968750
	Iteration 38F: 3 clusters Score -3836188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Entering Unmasked Estep 
Score: -358975.625000 Penalty: 1346.067749
	Iteration 0F: 2 clusters Score -358975.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -355639.406250 Penalty: 2692.135498
	Iteration 0F: 3 clusters Score -355639.4 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -356542.187500 Penalty: 2692.135498
	Iteration 1F: 3 clusters Score -356542.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -356730.187500 Penalty: 2692.135498
	Iteration 2F: 3 clusters Score -356730.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -356858.093750 Penalty: 2692.135498
	Iteration 3F: 3 clusters Score -356858.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -356960.031250 Penalty: 2692.135498
	Iteration 4Q: 3 clusters Score -356960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -357061.625000 Penalty: 2692.135498
	Iteration 5Q: 3 clusters Score -357061.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -357156.968750 Penalty: 2692.135498
	Iteration 6Q: 3 clusters Score -357157 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -357269.562500 Penalty: 2692.135498
	Iteration 7Q: 3 clusters Score -357269.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -357376.281250 Penalty: 2692.135498
	Iteration 8Q: 3 clusters Score -357376.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -357479.875000 Penalty: 2692.135498
	Iteration 9Q: 3 clusters Score -357479.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -357568.500000 Penalty: 2692.135498
	Iteration 10Q: 3 clusters Score -357568.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -357642.437500 Penalty: 2692.135498
	Iteration 11Q: 3 clusters Score -357642.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -357696.750000 Penalty: 2692.135498
	Iteration 12Q: 3 clusters Score -357696.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -357737.187500 Penalty: 2692.135498
	Iteration 13Q: 3 clusters Score -357737.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -357766.500000 Penalty: 2692.135498
	Iteration 14Q: 3 clusters Score -357766.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -357793.250000 Penalty: 2692.135498
	Iteration 15Q: 3 clusters Score -357793.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -357817.625000 Penalty: 2692.135498
	Iteration 16Q: 3 clusters Score -357817.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -357832.500000 Penalty: 2692.135498
	Iteration 17Q: 3 clusters Score -357832.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -357843.593750 Penalty: 2692.135498
	Iteration 18Q: 3 clusters Score -357843.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -357853.781250 Penalty: 2692.135498
	Iteration 19Q: 3 clusters Score -357853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -357860.593750 Penalty: 2692.135498
	Iteration 20F: 3 clusters Score -357860.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -357863.968750 Penalty: 2692.135498
	Iteration 21Q: 3 clusters Score -357864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -357865.906250 Penalty: 2692.135498
	Iteration 22Q: 3 clusters Score -357865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -357866.281250 Penalty: 2692.135498
	Iteration 23Q: 3 clusters Score -357866.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -357867.218750 Penalty: 2692.135498
	Iteration 24Q: 3 clusters Score -357867.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -357867.218750 Penalty: 2692.135498
	Iteration 25F: 3 clusters Score -357867.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Entering Unmasked Estep 
Score: -6040624.500000 Penalty: 1804.374634
	Iteration 0F: 2 clusters Score -6040624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -5996195.500000 Penalty: 3608.749268
	Iteration 0F: 3 clusters Score -5996196 nChanged 31458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -6014670.500000 Penalty: 3608.749268
	Iteration 1F: 3 clusters Score -6014670 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -6015810.000000 Penalty: 3608.749268
	Iteration 2Q: 3 clusters Score -6015810 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -6017279.000000 Penalty: 3608.749268
	Iteration 3Q: 3 clusters Score -6017279 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -6019222.500000 Penalty: 3608.749268
	Iteration 4F: 3 clusters Score -6019222 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -6021669.000000 Penalty: 3608.749268
	Iteration 5F: 3 clusters Score -6021669 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -6024567.000000 Penalty: 3608.749268
	Iteration 6F: 3 clusters Score -6024567 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -6027446.500000 Penalty: 3608.749268
	Iteration 7F: 3 clusters Score -6027446 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -6029719.000000 Penalty: 3608.749268
	Iteration 8F: 3 clusters Score -6029719 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -6031372.500000 Penalty: 3608.749268
	Iteration 9Q: 3 clusters Score -6031372 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -6032530.500000 Penalty: 3608.749268
	Iteration 10Q: 3 clusters Score -6032530 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -6033417.000000 Penalty: 3608.749268
	Iteration 11Q: 3 clusters Score -6033417 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -6034281.000000 Penalty: 3608.749268
	Iteration 12Q: 3 clusters Score -6034281 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -6035060.500000 Penalty: 3608.749268
	Iteration 13Q: 3 clusters Score -6035060 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -6035709.000000 Penalty: 3608.749268
	Iteration 14Q: 3 clusters Score -6035709 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -6036301.500000 Penalty: 3608.749268
	Iteration 15Q: 3 clusters Score -6036302 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -6036727.000000 Penalty: 3608.749268
	Iteration 16Q: 3 clusters Score -6036727 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -6037097.000000 Penalty: 3608.749268
	Iteration 17Q: 3 clusters Score -6037097 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -6037422.500000 Penalty: 3608.749268
	Iteration 18Q: 3 clusters Score -6037422 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -6037710.500000 Penalty: 3608.749268
	Iteration 19Q: 3 clusters Score -6037710 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -6037957.000000 Penalty: 3608.749268
	Iteration 20F: 3 clusters Score -6037957 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -6038152.000000 Penalty: 3608.749268
	Iteration 21Q: 3 clusters Score -6038152 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -6038325.500000 Penalty: 3608.749268
	Iteration 22Q: 3 clusters Score -6038326 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -6038433.000000 Penalty: 3608.749268
	Iteration 23Q: 3 clusters Score -6038433 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -6038522.000000 Penalty: 3608.749268
	Iteration 24Q: 3 clusters Score -6038522 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -6038611.000000 Penalty: 3608.749268
	Iteration 25Q: 3 clusters Score -6038611 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -6038699.500000 Penalty: 3608.749268
	Iteration 26Q: 3 clusters Score -6038700 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -6038747.000000 Penalty: 3608.749268
	Iteration 27Q: 3 clusters Score -6038747 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -6038783.000000 Penalty: 3608.749268
	Iteration 28Q: 3 clusters Score -6038783 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -6038828.500000 Penalty: 3608.749268
	Iteration 29Q: 3 clusters Score -6038828 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -6038880.500000 Penalty: 3608.749268
	Iteration 30Q: 3 clusters Score -6038880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 65268 members 
Entering Unmasked Estep 
Score: -6038904.500000 Penalty: 3608.749268
	Iteration 31Q: 3 clusters Score -6038904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -6038917.000000 Penalty: 3608.749268
	Iteration 32Q: 3 clusters Score -6038917 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -6038942.000000 Penalty: 3608.749268
	Iteration 33Q: 3 clusters Score -6038942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 65419 members 
Entering Unmasked Estep 
Score: -6038964.500000 Penalty: 3608.749268
	Iteration 34Q: 3 clusters Score -6038964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -6038973.000000 Penalty: 3608.749268
	Iteration 35Q: 3 clusters Score -6038973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -6038982.500000 Penalty: 3608.749268
	Iteration 36Q: 3 clusters Score -6038982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -6038989.500000 Penalty: 3608.749268
	Iteration 37Q: 3 clusters Score -6038990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -6038995.000000 Penalty: 3608.749268
	Iteration 38Q: 3 clusters Score -6038995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -6039002.500000 Penalty: 3608.749268
	Iteration 39Q: 3 clusters Score -6039002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -6039002.000000 Penalty: 3608.749268
	Iteration 40F: 3 clusters Score -6039002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -6039003.500000 Penalty: 3608.749268
	Iteration 41Q: 3 clusters Score -6039004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -6039014.000000 Penalty: 3608.749268
	Iteration 42Q: 3 clusters Score -6039014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -6039027.000000 Penalty: 3608.749268
	Iteration 43Q: 3 clusters Score -6039027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -6039024.000000 Penalty: 3608.749268
	Iteration 44Q: 3 clusters Score -6039024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -6039025.000000 Penalty: 3608.749268
	Iteration 45Q: 3 clusters Score -6039025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -6039043.000000 Penalty: 3608.749268
	Iteration 46Q: 3 clusters Score -6039043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -6039047.000000 Penalty: 3608.749268
	Iteration 47Q: 3 clusters Score -6039047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -6039059.000000 Penalty: 3608.749268
	Iteration 48Q: 3 clusters Score -6039059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -6039062.500000 Penalty: 3608.749268
	Iteration 49Q: 3 clusters Score -6039062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -6039073.000000 Penalty: 3608.749268
	Iteration 50Q: 3 clusters Score -6039073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -6039074.000000 Penalty: 3608.749268
	Iteration 51Q: 3 clusters Score -6039074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -6039079.000000 Penalty: 3608.749268
	Iteration 52Q: 3 clusters Score -6039079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -6039080.500000 Penalty: 3608.749268
	Iteration 53Q: 3 clusters Score -6039080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -6039083.000000 Penalty: 3608.749268
	Iteration 54Q: 3 clusters Score -6039083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -6039080.500000 Penalty: 3608.749268
	Iteration 55Q: 3 clusters Score -6039080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -6039077.000000 Penalty: 3608.749268
	Iteration 56Q: 3 clusters Score -6039077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -6039079.500000 Penalty: 3608.749268
	Iteration 57Q: 3 clusters Score -6039080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -6039075.500000 Penalty: 3608.749268
	Iteration 58Q: 3 clusters Score -6039076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -6039076.000000 Penalty: 3608.749268
	Iteration 59Q: 3 clusters Score -6039076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -6039075.000000 Penalty: 3608.749268
	Iteration 60F: 3 clusters Score -6039075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -6039077.500000 Penalty: 3608.749268
	Iteration 61Q: 3 clusters Score -6039078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -6039076.000000 Penalty: 3608.749268
	Iteration 62Q: 3 clusters Score -6039076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -6039079.500000 Penalty: 3608.749268
	Iteration 63Q: 3 clusters Score -6039080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -6039081.500000 Penalty: 3608.749268
	Iteration 64Q: 3 clusters Score -6039082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -6039076.000000 Penalty: 3608.749268
	Iteration 65Q: 3 clusters Score -6039076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -6039073.500000 Penalty: 3608.749268
	Iteration 66Q: 3 clusters Score -6039074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -6039079.500000 Penalty: 3608.749268
	Iteration 67Q: 3 clusters Score -6039080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 65730 members 
Entering Unmasked Estep 
Score: -6039081.000000 Penalty: 3608.749268
	Iteration 68Q: 3 clusters Score -6039081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -6039077.000000 Penalty: 3608.749268
	Iteration 69Q: 3 clusters Score -6039077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -6039077.000000 Penalty: 3608.749268
	Iteration 70F: 3 clusters Score -6039077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Entering Unmasked Estep 
Score: -858160.437500 Penalty: 1483.395508
	Iteration 0F: 2 clusters Score -858160.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -851415.750000 Penalty: 2966.791016
	Iteration 0F: 3 clusters Score -851415.8 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -853542.562500 Penalty: 2966.791016
	Iteration 1F: 3 clusters Score -853542.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -853817.062500 Penalty: 2966.791016
	Iteration 2F: 3 clusters Score -853817.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -854042.875000 Penalty: 2966.791016
	Iteration 3F: 3 clusters Score -854042.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -854223.375000 Penalty: 2966.791016
	Iteration 4Q: 3 clusters Score -854223.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -854395.375000 Penalty: 2966.791016
	Iteration 5Q: 3 clusters Score -854395.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -854555.875000 Penalty: 2966.791016
	Iteration 6Q: 3 clusters Score -854555.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -854729.125000 Penalty: 2966.791016
	Iteration 7Q: 3 clusters Score -854729.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -854919.562500 Penalty: 2966.791016
	Iteration 8Q: 3 clusters Score -854919.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -855117.937500 Penalty: 2966.791016
	Iteration 9Q: 3 clusters Score -855117.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -855314.375000 Penalty: 2966.791016
	Iteration 10Q: 3 clusters Score -855314.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -855505.875000 Penalty: 2966.791016
	Iteration 11Q: 3 clusters Score -855505.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -855667.625000 Penalty: 2966.791016
	Iteration 12Q: 3 clusters Score -855667.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -855819.000000 Penalty: 2966.791016
	Iteration 13Q: 3 clusters Score -855819 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -855941.625000 Penalty: 2966.791016
	Iteration 14Q: 3 clusters Score -855941.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -856050.187500 Penalty: 2966.791016
	Iteration 15Q: 3 clusters Score -856050.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -856139.812500 Penalty: 2966.791016
	Iteration 16Q: 3 clusters Score -856139.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -856216.937500 Penalty: 2966.791016
	Iteration 17Q: 3 clusters Score -856216.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -856284.375000 Penalty: 2966.791016
	Iteration 18Q: 3 clusters Score -856284.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -856339.375000 Penalty: 2966.791016
	Iteration 19Q: 3 clusters Score -856339.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -856380.875000 Penalty: 2966.791016
	Iteration 20F: 3 clusters Score -856380.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -856415.375000 Penalty: 2966.791016
	Iteration 21Q: 3 clusters Score -856415.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -856438.062500 Penalty: 2966.791016
	Iteration 22Q: 3 clusters Score -856438.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -856466.250000 Penalty: 2966.791016
	Iteration 23Q: 3 clusters Score -856466.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -856489.312500 Penalty: 2966.791016
	Iteration 24Q: 3 clusters Score -856489.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -856519.187500 Penalty: 2966.791016
	Iteration 25Q: 3 clusters Score -856519.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -856543.500000 Penalty: 2966.791016
	Iteration 26Q: 3 clusters Score -856543.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -856560.000000 Penalty: 2966.791016
	Iteration 27Q: 3 clusters Score -856560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -856578.375000 Penalty: 2966.791016
	Iteration 28Q: 3 clusters Score -856578.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -856589.125000 Penalty: 2966.791016
	Iteration 29Q: 3 clusters Score -856589.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -856598.125000 Penalty: 2966.791016
	Iteration 30Q: 3 clusters Score -856598.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -856602.500000 Penalty: 2966.791016
	Iteration 31Q: 3 clusters Score -856602.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -856610.187500 Penalty: 2966.791016
	Iteration 32Q: 3 clusters Score -856610.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -856617.187500 Penalty: 2966.791016
	Iteration 33Q: 3 clusters Score -856617.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -856618.937500 Penalty: 2966.791016
	Iteration 34Q: 3 clusters Score -856618.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -856621.562500 Penalty: 2966.791016
	Iteration 35Q: 3 clusters Score -856621.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -856628.562500 Penalty: 2966.791016
	Iteration 36Q: 3 clusters Score -856628.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -856632.062500 Penalty: 2966.791016
	Iteration 37Q: 3 clusters Score -856632.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -856637.187500 Penalty: 2966.791016
	Iteration 38Q: 3 clusters Score -856637.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -856646.062500 Penalty: 2966.791016
	Iteration 39Q: 3 clusters Score -856646.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -856650.500000 Penalty: 2966.791016
	Iteration 40F: 3 clusters Score -856650.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -856658.625000 Penalty: 2966.791016
	Iteration 41Q: 3 clusters Score -856658.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -856669.312500 Penalty: 2966.791016
	Iteration 42Q: 3 clusters Score -856669.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -856677.687500 Penalty: 2966.791016
	Iteration 43Q: 3 clusters Score -856677.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -856689.062500 Penalty: 2966.791016
	Iteration 44Q: 3 clusters Score -856689.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -856698.500000 Penalty: 2966.791016
	Iteration 45Q: 3 clusters Score -856698.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -856706.437500 Penalty: 2966.791016
	Iteration 46Q: 3 clusters Score -856706.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -856707.375000 Penalty: 2966.791016
	Iteration 47Q: 3 clusters Score -856707.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -856714.500000 Penalty: 2966.791016
	Iteration 48Q: 3 clusters Score -856714.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -856721.062500 Penalty: 2966.791016
	Iteration 49Q: 3 clusters Score -856721.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -856727.375000 Penalty: 2966.791016
	Iteration 50Q: 3 clusters Score -856727.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -856734.812500 Penalty: 2966.791016
	Iteration 51Q: 3 clusters Score -856734.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -856742.812500 Penalty: 2966.791016
	Iteration 52Q: 3 clusters Score -856742.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -856747.312500 Penalty: 2966.791016
	Iteration 53Q: 3 clusters Score -856747.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -856753.687500 Penalty: 2966.791016
	Iteration 54Q: 3 clusters Score -856753.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -856759.500000 Penalty: 2966.791016
	Iteration 55Q: 3 clusters Score -856759.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -856765.312500 Penalty: 2966.791016
	Iteration 56Q: 3 clusters Score -856765.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -856770.625000 Penalty: 2966.791016
	Iteration 57Q: 3 clusters Score -856770.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -856774.062500 Penalty: 2966.791016
	Iteration 58Q: 3 clusters Score -856774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -856779.687500 Penalty: 2966.791016
	Iteration 59Q: 3 clusters Score -856779.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -856782.250000 Penalty: 2966.791016
	Iteration 60F: 3 clusters Score -856782.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -856789.125000 Penalty: 2966.791016
	Iteration 61Q: 3 clusters Score -856789.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -856792.250000 Penalty: 2966.791016
	Iteration 62Q: 3 clusters Score -856792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -856795.687500 Penalty: 2966.791016
	Iteration 63Q: 3 clusters Score -856795.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -856798.875000 Penalty: 2966.791016
	Iteration 64Q: 3 clusters Score -856798.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -856801.875000 Penalty: 2966.791016
	Iteration 65Q: 3 clusters Score -856801.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -856804.562500 Penalty: 2966.791016
	Iteration 66Q: 3 clusters Score -856804.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -856806.687500 Penalty: 2966.791016
	Iteration 67Q: 3 clusters Score -856806.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -856809.000000 Penalty: 2966.791016
	Iteration 68Q: 3 clusters Score -856809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -856810.437500 Penalty: 2966.791016
	Iteration 69Q: 3 clusters Score -856810.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -856811.937500 Penalty: 2966.791016
	Iteration 70Q: 3 clusters Score -856811.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -856812.187500 Penalty: 2966.791016
	Iteration 71Q: 3 clusters Score -856812.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -856814.750000 Penalty: 2966.791016
	Iteration 72Q: 3 clusters Score -856814.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -856815.750000 Penalty: 2966.791016
	Iteration 73Q: 3 clusters Score -856815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -856818.562500 Penalty: 2966.791016
	Iteration 74Q: 3 clusters Score -856818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -856821.312500 Penalty: 2966.791016
	Iteration 75Q: 3 clusters Score -856821.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -856822.625000 Penalty: 2966.791016
	Iteration 76Q: 3 clusters Score -856822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -856822.125000 Penalty: 2966.791016
	Iteration 77Q: 3 clusters Score -856822.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -856822.375000 Penalty: 2966.791016
	Iteration 78Q: 3 clusters Score -856822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -856822.375000 Penalty: 2966.791016
	Iteration 79F: 3 clusters Score -856822.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (199532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199532 members 
Entering Unmasked Estep 
Score: -18270370.000000 Penalty: 1983.106079
	Iteration 0F: 2 clusters Score -1.827037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -18137474.000000 Penalty: 3966.212158
	Iteration 0F: 3 clusters Score -1.813747e+07 nChanged 96621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 112928 members 
Entering Unmasked Estep 
Score: -18196228.000000 Penalty: 3966.212158
	Iteration 1F: 3 clusters Score -1.819623e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 121607 members 
Entering Unmasked Estep 
Score: -18199964.000000 Penalty: 3966.212158
	Iteration 2Q: 3 clusters Score -1.819996e+07 nChanged 13223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 134574 members 
Entering Unmasked Estep 
Score: -18207808.000000 Penalty: 3966.212158
	Iteration 3F: 3 clusters Score -1.820781e+07 nChanged 17883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 152355 members 
Entering Unmasked Estep 
Score: -18221956.000000 Penalty: 3966.212158
	Iteration 4F: 3 clusters Score -1.822196e+07 nChanged 19758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 172075 members 
Entering Unmasked Estep 
Score: -18241076.000000 Penalty: 3966.212158
	Iteration 5F: 3 clusters Score -1.824108e+07 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 187610 members 
Entering Unmasked Estep 
Score: -18256800.000000 Penalty: 3966.212158
	Iteration 6F: 3 clusters Score -1.82568e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 195678 members 
Entering Unmasked Estep 
Score: -18265116.000000 Penalty: 3966.212158
	Iteration 7Q: 3 clusters Score -1.826512e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 198443 members 
Entering Unmasked Estep 
Score: -18267592.000000 Penalty: 3966.212158
	Iteration 8Q: 3 clusters Score -1.826759e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 199149 members 
Entering Unmasked Estep 
Score: -18268238.000000 Penalty: 3966.212158
	Iteration 9Q: 3 clusters Score -1.826824e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 199326 members 
Entering Unmasked Estep 
Score: -18268474.000000 Penalty: 3966.212158
	Iteration 10Q: 3 clusters Score -1.826847e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 199356 members 
Entering Unmasked Estep 
Score: -18268532.000000 Penalty: 3966.212158
	Iteration 11Q: 3 clusters Score -1.826853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 199362 members 
Entering Unmasked Estep 
Score: -18268560.000000 Penalty: 3966.212158
	Iteration 12Q: 3 clusters Score -1.826856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199367 members 
Entering Unmasked Estep 
Score: -18268580.000000 Penalty: 3966.212158
	Iteration 13Q: 3 clusters Score -1.826858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 199368 members 
Entering Unmasked Estep 
Score: -18268576.000000 Penalty: 3966.212158
	Iteration 14Q: 3 clusters Score -1.826858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 199368 members 
Entering Unmasked Estep 
Score: -18268572.000000 Penalty: 3966.212158
	Iteration 15Q: 3 clusters Score -1.826857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 199369 members 
Entering Unmasked Estep 
Score: -18268566.000000 Penalty: 3966.212158
	Iteration 16Q: 3 clusters Score -1.826857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199370 members 
Entering Unmasked Estep 
Score: -18268582.000000 Penalty: 3966.212158
	Iteration 17Q: 3 clusters Score -1.826858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 199371 members 
Entering Unmasked Estep 
Score: -18268588.000000 Penalty: 3966.212158
	Iteration 18Q: 3 clusters Score -1.826859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 199373 members 
Entering Unmasked Estep 
Score: -18268604.000000 Penalty: 3966.212158
	Iteration 19Q: 3 clusters Score -1.82686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 199374 members 
Entering Unmasked Estep 
Score: -18268604.000000 Penalty: 3966.212158
	Iteration 20F: 3 clusters Score -1.82686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 199375 members 
Entering Unmasked Estep 
Score: -18268602.000000 Penalty: 3966.212158
	Iteration 21Q: 3 clusters Score -1.82686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 199377 members 
Entering Unmasked Estep 
Score: -18268608.000000 Penalty: 3966.212158
	Iteration 22Q: 3 clusters Score -1.826861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 199378 members 
Entering Unmasked Estep 
Score: -18268610.000000 Penalty: 3966.212158
	Iteration 23Q: 3 clusters Score -1.826861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 199379 members 
Entering Unmasked Estep 
Score: -18268614.000000 Penalty: 3966.212158
	Iteration 24Q: 3 clusters Score -1.826861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 199379 members 
Entering Unmasked Estep 
Score: -18268614.000000 Penalty: 3966.212158
	Iteration 25F: 3 clusters Score -1.826861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -199869.687500 Penalty: 1256.010498
	Iteration 0F: 2 clusters Score -199869.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -197651.437500 Penalty: 2512.020996
	Iteration 0F: 3 clusters Score -197651.4 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -198229.265625 Penalty: 2512.020996
	Iteration 1F: 3 clusters Score -198229.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -198398.031250 Penalty: 2512.020996
	Iteration 2F: 3 clusters Score -198398 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -198517.015625 Penalty: 2512.020996
	Iteration 3F: 3 clusters Score -198517 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -198588.187500 Penalty: 2512.020996
	Iteration 4Q: 3 clusters Score -198588.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -198640.234375 Penalty: 2512.020996
	Iteration 5Q: 3 clusters Score -198640.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -198680.015625 Penalty: 2512.020996
	Iteration 6Q: 3 clusters Score -198680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -198717.750000 Penalty: 2512.020996
	Iteration 7Q: 3 clusters Score -198717.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -198743.234375 Penalty: 2512.020996
	Iteration 8Q: 3 clusters Score -198743.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -198763.718750 Penalty: 2512.020996
	Iteration 9Q: 3 clusters Score -198763.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -198775.109375 Penalty: 2512.020996
	Iteration 10Q: 3 clusters Score -198775.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -198788.343750 Penalty: 2512.020996
	Iteration 11Q: 3 clusters Score -198788.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -198799.968750 Penalty: 2512.020996
	Iteration 12Q: 3 clusters Score -198800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -198810.812500 Penalty: 2512.020996
	Iteration 13Q: 3 clusters Score -198810.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -198822.390625 Penalty: 2512.020996
	Iteration 14Q: 3 clusters Score -198822.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -198830.781250 Penalty: 2512.020996
	Iteration 15Q: 3 clusters Score -198830.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -198837.031250 Penalty: 2512.020996
	Iteration 16Q: 3 clusters Score -198837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -198843.265625 Penalty: 2512.020996
	Iteration 17Q: 3 clusters Score -198843.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -198851.515625 Penalty: 2512.020996
	Iteration 18Q: 3 clusters Score -198851.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -198860.203125 Penalty: 2512.020996
	Iteration 19Q: 3 clusters Score -198860.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -198873.000000 Penalty: 2512.020996
	Iteration 20F: 3 clusters Score -198873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -198880.203125 Penalty: 2512.020996
	Iteration 21Q: 3 clusters Score -198880.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -198890.296875 Penalty: 2512.020996
	Iteration 22Q: 3 clusters Score -198890.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -198897.468750 Penalty: 2512.020996
	Iteration 23Q: 3 clusters Score -198897.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -198902.796875 Penalty: 2512.020996
	Iteration 24Q: 3 clusters Score -198902.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -198911.734375 Penalty: 2512.020996
	Iteration 25Q: 3 clusters Score -198911.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -198918.546875 Penalty: 2512.020996
	Iteration 26Q: 3 clusters Score -198918.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -198925.093750 Penalty: 2512.020996
	Iteration 27Q: 3 clusters Score -198925.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -198929.953125 Penalty: 2512.020996
	Iteration 28Q: 3 clusters Score -198930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -198934.625000 Penalty: 2512.020996
	Iteration 29Q: 3 clusters Score -198934.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -198938.421875 Penalty: 2512.020996
	Iteration 30Q: 3 clusters Score -198938.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -198942.890625 Penalty: 2512.020996
	Iteration 31Q: 3 clusters Score -198942.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -198945.062500 Penalty: 2512.020996
	Iteration 32Q: 3 clusters Score -198945.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -198947.296875 Penalty: 2512.020996
	Iteration 33Q: 3 clusters Score -198947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -198949.593750 Penalty: 2512.020996
	Iteration 34Q: 3 clusters Score -198949.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -198954.609375 Penalty: 2512.020996
	Iteration 35Q: 3 clusters Score -198954.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -198959.250000 Penalty: 2512.020996
	Iteration 36Q: 3 clusters Score -198959.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -198962.765625 Penalty: 2512.020996
	Iteration 37Q: 3 clusters Score -198962.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -198964.796875 Penalty: 2512.020996
	Iteration 38Q: 3 clusters Score -198964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -198966.640625 Penalty: 2512.020996
	Iteration 39Q: 3 clusters Score -198966.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -198970.406250 Penalty: 2512.020996
	Iteration 40F: 3 clusters Score -198970.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -198973.093750 Penalty: 2512.020996
	Iteration 41Q: 3 clusters Score -198973.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -198973.953125 Penalty: 2512.020996
	Iteration 42Q: 3 clusters Score -198974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -198974.109375 Penalty: 2512.020996
	Iteration 43Q: 3 clusters Score -198974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -198975.296875 Penalty: 2512.020996
	Iteration 44Q: 3 clusters Score -198975.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -198975.296875 Penalty: 2512.020996
	Iteration 45F: 3 clusters Score -198975.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -685025.750000 Penalty: 1466.577881
	Iteration 0F: 2 clusters Score -685025.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -679035.625000 Penalty: 2933.155762
	Iteration 0F: 3 clusters Score -679035.6 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -681026.750000 Penalty: 2933.155762
	Iteration 1F: 3 clusters Score -681026.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -681323.687500 Penalty: 2933.155762
	Iteration 2F: 3 clusters Score -681323.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -681526.750000 Penalty: 2933.155762
	Iteration 3F: 3 clusters Score -681526.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -681647.062500 Penalty: 2933.155762
	Iteration 4Q: 3 clusters Score -681647.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -681740.312500 Penalty: 2933.155762
	Iteration 5Q: 3 clusters Score -681740.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -681847.687500 Penalty: 2933.155762
	Iteration 6Q: 3 clusters Score -681847.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -681943.687500 Penalty: 2933.155762
	Iteration 7Q: 3 clusters Score -681943.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -682046.812500 Penalty: 2933.155762
	Iteration 8Q: 3 clusters Score -682046.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -682170.312500 Penalty: 2933.155762
	Iteration 9Q: 3 clusters Score -682170.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -682326.937500 Penalty: 2933.155762
	Iteration 10Q: 3 clusters Score -682326.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -682488.062500 Penalty: 2933.155762
	Iteration 11Q: 3 clusters Score -682488.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -682650.312500 Penalty: 2933.155762
	Iteration 12Q: 3 clusters Score -682650.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -682787.062500 Penalty: 2933.155762
	Iteration 13Q: 3 clusters Score -682787.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -682906.937500 Penalty: 2933.155762
	Iteration 14Q: 3 clusters Score -682906.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -683010.687500 Penalty: 2933.155762
	Iteration 15Q: 3 clusters Score -683010.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -683106.937500 Penalty: 2933.155762
	Iteration 16Q: 3 clusters Score -683106.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -683202.250000 Penalty: 2933.155762
	Iteration 17Q: 3 clusters Score -683202.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -683306.687500 Penalty: 2933.155762
	Iteration 18Q: 3 clusters Score -683306.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -683401.875000 Penalty: 2933.155762
	Iteration 19Q: 3 clusters Score -683401.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -683479.125000 Penalty: 2933.155762
	Iteration 20F: 3 clusters Score -683479.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -683586.562500 Penalty: 2933.155762
	Iteration 21Q: 3 clusters Score -683586.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -683645.875000 Penalty: 2933.155762
	Iteration 22Q: 3 clusters Score -683645.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -683688.937500 Penalty: 2933.155762
	Iteration 23Q: 3 clusters Score -683688.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -683721.937500 Penalty: 2933.155762
	Iteration 24Q: 3 clusters Score -683721.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -683747.750000 Penalty: 2933.155762
	Iteration 25Q: 3 clusters Score -683747.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -683769.812500 Penalty: 2933.155762
	Iteration 26Q: 3 clusters Score -683769.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -683784.437500 Penalty: 2933.155762
	Iteration 27Q: 3 clusters Score -683784.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -683797.875000 Penalty: 2933.155762
	Iteration 28Q: 3 clusters Score -683797.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -683808.312500 Penalty: 2933.155762
	Iteration 29Q: 3 clusters Score -683808.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -683821.625000 Penalty: 2933.155762
	Iteration 30Q: 3 clusters Score -683821.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -683831.812500 Penalty: 2933.155762
	Iteration 31Q: 3 clusters Score -683831.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -683844.562500 Penalty: 2933.155762
	Iteration 32Q: 3 clusters Score -683844.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -683855.375000 Penalty: 2933.155762
	Iteration 33Q: 3 clusters Score -683855.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -683867.875000 Penalty: 2933.155762
	Iteration 34Q: 3 clusters Score -683867.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -683877.000000 Penalty: 2933.155762
	Iteration 35Q: 3 clusters Score -683877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -683884.875000 Penalty: 2933.155762
	Iteration 36Q: 3 clusters Score -683884.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -683893.437500 Penalty: 2933.155762
	Iteration 37Q: 3 clusters Score -683893.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -683901.500000 Penalty: 2933.155762
	Iteration 38Q: 3 clusters Score -683901.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -683907.625000 Penalty: 2933.155762
	Iteration 39Q: 3 clusters Score -683907.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -683912.187500 Penalty: 2933.155762
	Iteration 40F: 3 clusters Score -683912.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -683918.875000 Penalty: 2933.155762
	Iteration 41Q: 3 clusters Score -683918.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -683925.312500 Penalty: 2933.155762
	Iteration 42Q: 3 clusters Score -683925.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -683927.937500 Penalty: 2933.155762
	Iteration 43Q: 3 clusters Score -683927.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -683931.062500 Penalty: 2933.155762
	Iteration 44Q: 3 clusters Score -683931.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -683932.687500 Penalty: 2933.155762
	Iteration 45Q: 3 clusters Score -683932.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -683937.187500 Penalty: 2933.155762
	Iteration 46Q: 3 clusters Score -683937.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -683940.625000 Penalty: 2933.155762
	Iteration 47Q: 3 clusters Score -683940.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -683943.250000 Penalty: 2933.155762
	Iteration 48Q: 3 clusters Score -683943.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -683950.187500 Penalty: 2933.155762
	Iteration 49Q: 3 clusters Score -683950.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -683955.187500 Penalty: 2933.155762
	Iteration 50Q: 3 clusters Score -683955.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -683960.562500 Penalty: 2933.155762
	Iteration 51Q: 3 clusters Score -683960.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -683963.562500 Penalty: 2933.155762
	Iteration 52Q: 3 clusters Score -683963.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -683966.500000 Penalty: 2933.155762
	Iteration 53Q: 3 clusters Score -683966.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -683970.937500 Penalty: 2933.155762
	Iteration 54Q: 3 clusters Score -683970.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -683974.500000 Penalty: 2933.155762
	Iteration 55Q: 3 clusters Score -683974.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -683979.437500 Penalty: 2933.155762
	Iteration 56Q: 3 clusters Score -683979.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -683983.000000 Penalty: 2933.155762
	Iteration 57Q: 3 clusters Score -683983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -683986.437500 Penalty: 2933.155762
	Iteration 58Q: 3 clusters Score -683986.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -683988.750000 Penalty: 2933.155762
	Iteration 59Q: 3 clusters Score -683988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -683989.250000 Penalty: 2933.155762
	Iteration 60F: 3 clusters Score -683989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -683991.562500 Penalty: 2933.155762
	Iteration 61Q: 3 clusters Score -683991.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -683992.625000 Penalty: 2933.155762
	Iteration 62Q: 3 clusters Score -683992.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -683993.937500 Penalty: 2933.155762
	Iteration 63Q: 3 clusters Score -683993.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -683994.375000 Penalty: 2933.155762
	Iteration 64Q: 3 clusters Score -683994.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -683996.187500 Penalty: 2933.155762
	Iteration 65Q: 3 clusters Score -683996.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -683996.687500 Penalty: 2933.155762
	Iteration 66Q: 3 clusters Score -683996.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -683998.375000 Penalty: 2933.155762
	Iteration 67Q: 3 clusters Score -683998.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -684001.125000 Penalty: 2933.155762
	Iteration 68Q: 3 clusters Score -684001.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -684004.187500 Penalty: 2933.155762
	Iteration 69Q: 3 clusters Score -684004.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -684006.875000 Penalty: 2933.155762
	Iteration 70Q: 3 clusters Score -684006.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -684006.250000 Penalty: 2933.155762
	Iteration 71Q: 3 clusters Score -684006.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -684009.437500 Penalty: 2933.155762
	Iteration 72Q: 3 clusters Score -684009.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -684011.437500 Penalty: 2933.155762
	Iteration 73Q: 3 clusters Score -684011.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -684011.062500 Penalty: 2933.155762
	Iteration 74Q: 3 clusters Score -684011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -684011.312500 Penalty: 2933.155762
	Iteration 75Q: 3 clusters Score -684011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -684011.937500 Penalty: 2933.155762
	Iteration 76Q: 3 clusters Score -684011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -684012.187500 Penalty: 2933.155762
	Iteration 77Q: 3 clusters Score -684012.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -684011.812500 Penalty: 2933.155762
	Iteration 78Q: 3 clusters Score -684011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -684012.500000 Penalty: 2933.155762
	Iteration 79Q: 3 clusters Score -684012.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -684013.687500 Penalty: 2933.155762
	Iteration 80F: 3 clusters Score -684013.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -684016.562500 Penalty: 2933.155762
	Iteration 81Q: 3 clusters Score -684016.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -684018.500000 Penalty: 2933.155762
	Iteration 82Q: 3 clusters Score -684018.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -684022.062500 Penalty: 2933.155762
	Iteration 83Q: 3 clusters Score -684022.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -684025.500000 Penalty: 2933.155762
	Iteration 84Q: 3 clusters Score -684025.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -684026.500000 Penalty: 2933.155762
	Iteration 85Q: 3 clusters Score -684026.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -684027.250000 Penalty: 2933.155762
	Iteration 86Q: 3 clusters Score -684027.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -684028.937500 Penalty: 2933.155762
	Iteration 87Q: 3 clusters Score -684028.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -684029.125000 Penalty: 2933.155762
	Iteration 88Q: 3 clusters Score -684029.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -684032.812500 Penalty: 2933.155762
	Iteration 89Q: 3 clusters Score -684032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -684032.375000 Penalty: 2933.155762
	Iteration 90Q: 3 clusters Score -684032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -684033.750000 Penalty: 2933.155762
	Iteration 91Q: 3 clusters Score -684033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -684034.000000 Penalty: 2933.155762
	Iteration 92Q: 3 clusters Score -684034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -684033.125000 Penalty: 2933.155762
	Iteration 93Q: 3 clusters Score -684033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -684034.750000 Penalty: 2933.155762
	Iteration 94Q: 3 clusters Score -684034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -684034.750000 Penalty: 2933.155762
	Iteration 95Q: 3 clusters Score -684034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -684034.312500 Penalty: 2933.155762
	Iteration 96Q: 3 clusters Score -684034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -684035.437500 Penalty: 2933.155762
	Iteration 97Q: 3 clusters Score -684035.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -684036.812500 Penalty: 2933.155762
	Iteration 98Q: 3 clusters Score -684036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -684038.125000 Penalty: 2933.155762
	Iteration 99Q: 3 clusters Score -684038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -684038.937500 Penalty: 2933.155762
	Iteration 100F: 3 clusters Score -684038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -684038.437500 Penalty: 2933.155762
	Iteration 101Q: 3 clusters Score -684038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -684038.437500 Penalty: 2933.155762
	Iteration 102F: 3 clusters Score -684038.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Entering Unmasked Estep 
Score: -1487838.875000 Penalty: 1571.473999
	Iteration 0F: 2 clusters Score -1487839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1476950.625000 Penalty: 3142.947998
	Iteration 0F: 3 clusters Score -1476951 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1480564.500000 Penalty: 3142.947998
	Iteration 1F: 3 clusters Score -1480564 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1480805.750000 Penalty: 3142.947998
	Iteration 2Q: 3 clusters Score -1480806 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1481041.375000 Penalty: 3142.947998
	Iteration 3Q: 3 clusters Score -1481041 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1481248.625000 Penalty: 3142.947998
	Iteration 4Q: 3 clusters Score -1481249 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1481461.375000 Penalty: 3142.947998
	Iteration 5Q: 3 clusters Score -1481461 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1481686.875000 Penalty: 3142.947998
	Iteration 6Q: 3 clusters Score -1481687 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1481940.750000 Penalty: 3142.947998
	Iteration 7Q: 3 clusters Score -1481941 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1482299.875000 Penalty: 3142.947998
	Iteration 8Q: 3 clusters Score -1482300 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1482852.750000 Penalty: 3142.947998
	Iteration 9F: 3 clusters Score -1482853 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1483689.875000 Penalty: 3142.947998
	Iteration 10F: 3 clusters Score -1483690 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1484629.000000 Penalty: 3142.947998
	Iteration 11F: 3 clusters Score -1484629 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1485337.125000 Penalty: 3142.947998
	Iteration 12F: 3 clusters Score -1485337 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1485722.375000 Penalty: 3142.947998
	Iteration 13Q: 3 clusters Score -1485722 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1485905.875000 Penalty: 3142.947998
	Iteration 14Q: 3 clusters Score -1485906 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1485996.000000 Penalty: 3142.947998
	Iteration 15Q: 3 clusters Score -1485996 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1486050.375000 Penalty: 3142.947998
	Iteration 16Q: 3 clusters Score -1486050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1486095.625000 Penalty: 3142.947998
	Iteration 17Q: 3 clusters Score -1486096 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1486129.375000 Penalty: 3142.947998
	Iteration 18Q: 3 clusters Score -1486129 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1486150.750000 Penalty: 3142.947998
	Iteration 19Q: 3 clusters Score -1486151 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1486168.125000 Penalty: 3142.947998
	Iteration 20F: 3 clusters Score -1486168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1486182.000000 Penalty: 3142.947998
	Iteration 21Q: 3 clusters Score -1486182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1486201.875000 Penalty: 3142.947998
	Iteration 22Q: 3 clusters Score -1486202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1486213.125000 Penalty: 3142.947998
	Iteration 23Q: 3 clusters Score -1486213 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1486235.750000 Penalty: 3142.947998
	Iteration 24Q: 3 clusters Score -1486236 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1486264.500000 Penalty: 3142.947998
	Iteration 25Q: 3 clusters Score -1486264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1486281.375000 Penalty: 3142.947998
	Iteration 26Q: 3 clusters Score -1486281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1486296.750000 Penalty: 3142.947998
	Iteration 27Q: 3 clusters Score -1486297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1486317.125000 Penalty: 3142.947998
	Iteration 28Q: 3 clusters Score -1486317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1486328.625000 Penalty: 3142.947998
	Iteration 29Q: 3 clusters Score -1486329 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1486331.625000 Penalty: 3142.947998
	Iteration 30Q: 3 clusters Score -1486332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1486341.375000 Penalty: 3142.947998
	Iteration 31Q: 3 clusters Score -1486341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1486351.000000 Penalty: 3142.947998
	Iteration 32Q: 3 clusters Score -1486351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1486359.250000 Penalty: 3142.947998
	Iteration 33Q: 3 clusters Score -1486359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1486362.875000 Penalty: 3142.947998
	Iteration 34Q: 3 clusters Score -1486363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1486375.625000 Penalty: 3142.947998
	Iteration 35Q: 3 clusters Score -1486376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1486378.875000 Penalty: 3142.947998
	Iteration 36Q: 3 clusters Score -1486379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1486384.625000 Penalty: 3142.947998
	Iteration 37Q: 3 clusters Score -1486385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1486383.375000 Penalty: 3142.947998
	Iteration 38Q: 3 clusters Score -1486383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1486390.375000 Penalty: 3142.947998
	Iteration 39Q: 3 clusters Score -1486390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1486390.625000 Penalty: 3142.947998
	Iteration 40F: 3 clusters Score -1486391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1486393.250000 Penalty: 3142.947998
	Iteration 41Q: 3 clusters Score -1486393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1486399.000000 Penalty: 3142.947998
	Iteration 42Q: 3 clusters Score -1486399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1486400.125000 Penalty: 3142.947998
	Iteration 43Q: 3 clusters Score -1486400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1486403.500000 Penalty: 3142.947998
	Iteration 44Q: 3 clusters Score -1486404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1486406.000000 Penalty: 3142.947998
	Iteration 45Q: 3 clusters Score -1486406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1486406.750000 Penalty: 3142.947998
	Iteration 46Q: 3 clusters Score -1486407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1486406.250000 Penalty: 3142.947998
	Iteration 47Q: 3 clusters Score -1486406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1486409.375000 Penalty: 3142.947998
	Iteration 48Q: 3 clusters Score -1486409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1486409.000000 Penalty: 3142.947998
	Iteration 49Q: 3 clusters Score -1486409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1486409.500000 Penalty: 3142.947998
	Iteration 50Q: 3 clusters Score -1486410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1486414.750000 Penalty: 3142.947998
	Iteration 51Q: 3 clusters Score -1486415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1486415.500000 Penalty: 3142.947998
	Iteration 52Q: 3 clusters Score -1486416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1486415.500000 Penalty: 3142.947998
	Iteration 53F: 3 clusters Score -1486416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -405207.781250 Penalty: 1362.530640
	Iteration 0F: 2 clusters Score -405207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -401636.187500 Penalty: 2725.061279
	Iteration 0F: 3 clusters Score -401636.2 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -402809.968750 Penalty: 2725.061279
	Iteration 1F: 3 clusters Score -402810 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -403157.531250 Penalty: 2725.061279
	Iteration 2F: 3 clusters Score -403157.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -403486.125000 Penalty: 2725.061279
	Iteration 3F: 3 clusters Score -403486.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -403867.937500 Penalty: 2725.061279
	Iteration 4F: 3 clusters Score -403867.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -404301.718750 Penalty: 2725.061279
	Iteration 5F: 3 clusters Score -404301.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -404624.906250 Penalty: 2725.061279
	Iteration 6F: 3 clusters Score -404624.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -404771.250000 Penalty: 2725.061279
	Iteration 7Q: 3 clusters Score -404771.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -404833.687500 Penalty: 2725.061279
	Iteration 8Q: 3 clusters Score -404833.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -404876.656250 Penalty: 2725.061279
	Iteration 9Q: 3 clusters Score -404876.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -404911.125000 Penalty: 2725.061279
	Iteration 10Q: 3 clusters Score -404911.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -404941.093750 Penalty: 2725.061279
	Iteration 11Q: 3 clusters Score -404941.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -404962.937500 Penalty: 2725.061279
	Iteration 12Q: 3 clusters Score -404962.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -404979.062500 Penalty: 2725.061279
	Iteration 13Q: 3 clusters Score -404979.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -404993.125000 Penalty: 2725.061279
	Iteration 14Q: 3 clusters Score -404993.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -405002.187500 Penalty: 2725.061279
	Iteration 15Q: 3 clusters Score -405002.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -405008.656250 Penalty: 2725.061279
	Iteration 16Q: 3 clusters Score -405008.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -405013.281250 Penalty: 2725.061279
	Iteration 17Q: 3 clusters Score -405013.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -405017.406250 Penalty: 2725.061279
	Iteration 18Q: 3 clusters Score -405017.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -405019.937500 Penalty: 2725.061279
	Iteration 19Q: 3 clusters Score -405019.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -405024.531250 Penalty: 2725.061279
	Iteration 20F: 3 clusters Score -405024.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -405027.375000 Penalty: 2725.061279
	Iteration 21Q: 3 clusters Score -405027.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -405030.625000 Penalty: 2725.061279
	Iteration 22Q: 3 clusters Score -405030.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -405034.312500 Penalty: 2725.061279
	Iteration 23Q: 3 clusters Score -405034.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -405037.250000 Penalty: 2725.061279
	Iteration 24Q: 3 clusters Score -405037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -405038.187500 Penalty: 2725.061279
	Iteration 25Q: 3 clusters Score -405038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -405040.375000 Penalty: 2725.061279
	Iteration 26Q: 3 clusters Score -405040.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -405043.500000 Penalty: 2725.061279
	Iteration 27Q: 3 clusters Score -405043.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -405046.937500 Penalty: 2725.061279
	Iteration 28Q: 3 clusters Score -405046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -405050.656250 Penalty: 2725.061279
	Iteration 29Q: 3 clusters Score -405050.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -405052.218750 Penalty: 2725.061279
	Iteration 30Q: 3 clusters Score -405052.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -405053.781250 Penalty: 2725.061279
	Iteration 31Q: 3 clusters Score -405053.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -405057.468750 Penalty: 2725.061279
	Iteration 32Q: 3 clusters Score -405057.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -405060.750000 Penalty: 2725.061279
	Iteration 33Q: 3 clusters Score -405060.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -405064.812500 Penalty: 2725.061279
	Iteration 34Q: 3 clusters Score -405064.8 nChanged 15
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: -405073.375000 Penalty: 2725.061279
	Iteration 35Q: 3 clusters Score -405073.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -405083.937500 Penalty: 2725.061279
	Iteration 36Q: 3 clusters Score -405083.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -405095.156250 Penalty: 2725.061279
	Iteration 37Q: 3 clusters Score -405095.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -405104.750000 Penalty: 2725.061279
	Iteration 38Q: 3 clusters Score -405104.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -405115.406250 Penalty: 2725.061279
	Iteration 39Q: 3 clusters Score -405115.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -405128.718750 Penalty: 2725.061279
	Iteration 40F: 3 clusters Score -405128.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -405136.968750 Penalty: 2725.061279
	Iteration 41Q: 3 clusters Score -405137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -405142.718750 Penalty: 2725.061279
	Iteration 42Q: 3 clusters Score -405142.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -405146.718750 Penalty: 2725.061279
	Iteration 43Q: 3 clusters Score -405146.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -405149.906250 Penalty: 2725.061279
	Iteration 44Q: 3 clusters Score -405149.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -405152.500000 Penalty: 2725.061279
	Iteration 45Q: 3 clusters Score -405152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -405153.125000 Penalty: 2725.061279
	Iteration 46Q: 3 clusters Score -405153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -405153.468750 Penalty: 2725.061279
	Iteration 47Q: 3 clusters Score -405153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -405153.875000 Penalty: 2725.061279
	Iteration 48Q: 3 clusters Score -405153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -405154.218750 Penalty: 2725.061279
	Iteration 49Q: 3 clusters Score -405154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -405156.468750 Penalty: 2725.061279
	Iteration 50Q: 3 clusters Score -405156.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -405157.125000 Penalty: 2725.061279
	Iteration 51Q: 3 clusters Score -405157.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -405157.750000 Penalty: 2725.061279
	Iteration 52Q: 3 clusters Score -405157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -405157.843750 Penalty: 2725.061279
	Iteration 53Q: 3 clusters Score -405157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -405159.468750 Penalty: 2725.061279
	Iteration 54Q: 3 clusters Score -405159.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -405159.500000 Penalty: 2725.061279
	Iteration 55Q: 3 clusters Score -405159.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -405159.500000 Penalty: 2725.061279
	Iteration 56F: 3 clusters Score -405159.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Entering Unmasked Estep 
Score: -481092.156250 Penalty: 1393.849487
	Iteration 0F: 2 clusters Score -481092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -476917.656250 Penalty: 2787.698975
	Iteration 0F: 3 clusters Score -476917.7 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -478090.218750 Penalty: 2787.698975
	Iteration 1F: 3 clusters Score -478090.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -478341.625000 Penalty: 2787.698975
	Iteration 2F: 3 clusters Score -478341.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -478541.468750 Penalty: 2787.698975
	Iteration 3F: 3 clusters Score -478541.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -478724.125000 Penalty: 2787.698975
	Iteration 4F: 3 clusters Score -478724.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -478904.562500 Penalty: 2787.698975
	Iteration 5F: 3 clusters Score -478904.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -479070.125000 Penalty: 2787.698975
	Iteration 6Q: 3 clusters Score -479070.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -479249.468750 Penalty: 2787.698975
	Iteration 7Q: 3 clusters Score -479249.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -479423.906250 Penalty: 2787.698975
	Iteration 8Q: 3 clusters Score -479423.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -479557.593750 Penalty: 2787.698975
	Iteration 9Q: 3 clusters Score -479557.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -479647.375000 Penalty: 2787.698975
	Iteration 10Q: 3 clusters Score -479647.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -479724.906250 Penalty: 2787.698975
	Iteration 11Q: 3 clusters Score -479724.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -479784.437500 Penalty: 2787.698975
	Iteration 12Q: 3 clusters Score -479784.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -479828.625000 Penalty: 2787.698975
	Iteration 13Q: 3 clusters Score -479828.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -479868.875000 Penalty: 2787.698975
	Iteration 14Q: 3 clusters Score -479868.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -479895.343750 Penalty: 2787.698975
	Iteration 15Q: 3 clusters Score -479895.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -479919.593750 Penalty: 2787.698975
	Iteration 16Q: 3 clusters Score -479919.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -479931.218750 Penalty: 2787.698975
	Iteration 17Q: 3 clusters Score -479931.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -479939.843750 Penalty: 2787.698975
	Iteration 18Q: 3 clusters Score -479939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -479946.656250 Penalty: 2787.698975
	Iteration 19Q: 3 clusters Score -479946.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -479957.187500 Penalty: 2787.698975
	Iteration 20F: 3 clusters Score -479957.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -479966.468750 Penalty: 2787.698975
	Iteration 21Q: 3 clusters Score -479966.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -479968.875000 Penalty: 2787.698975
	Iteration 22Q: 3 clusters Score -479968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -479972.250000 Penalty: 2787.698975
	Iteration 23Q: 3 clusters Score -479972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -479972.562500 Penalty: 2787.698975
	Iteration 24Q: 3 clusters Score -479972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -479972.562500 Penalty: 2787.698975
	Iteration 25F: 3 clusters Score -479972.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -47518.152344 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -47518.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46405.468750 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -46405.47 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46593.609375 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -46593.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46641.929688 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -46641.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46671.894531 Penalty: 2057.738037
	Iteration 3Q: 3 clusters Score -46671.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46697.722656 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -46697.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46717.781250 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -46717.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46731.949219 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -46731.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46735.890625 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -46735.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46740.664062 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -46740.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46742.078125 Penalty: 2057.738037
	Iteration 9Q: 3 clusters Score -46742.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46742.835938 Penalty: 2057.738037
	Iteration 10Q: 3 clusters Score -46742.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46745.175781 Penalty: 2057.738037
	Iteration 11Q: 3 clusters Score -46745.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46747.167969 Penalty: 2057.738037
	Iteration 12Q: 3 clusters Score -46747.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -46749.097656 Penalty: 2057.738037
	Iteration 13Q: 3 clusters Score -46749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -46749.097656 Penalty: 2057.738037
	Iteration 14F: 3 clusters Score -46749.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Entering Unmasked Estep 
Score: -1247586.625000 Penalty: 1543.034058
	Iteration 0F: 2 clusters Score -1247587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1238261.875000 Penalty: 3086.068115
	Iteration 0F: 3 clusters Score -1238262 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1241385.375000 Penalty: 3086.068115
	Iteration 1F: 3 clusters Score -1241385 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1241649.250000 Penalty: 3086.068115
	Iteration 2F: 3 clusters Score -1241649 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1241919.625000 Penalty: 3086.068115
	Iteration 3Q: 3 clusters Score -1241920 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1242238.000000 Penalty: 3086.068115
	Iteration 4Q: 3 clusters Score -1242238 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1242669.875000 Penalty: 3086.068115
	Iteration 5F: 3 clusters Score -1242670 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1243267.125000 Penalty: 3086.068115
	Iteration 6F: 3 clusters Score -1243267 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1244056.250000 Penalty: 3086.068115
	Iteration 7F: 3 clusters Score -1244056 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1244979.375000 Penalty: 3086.068115
	Iteration 8F: 3 clusters Score -1244979 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1245703.500000 Penalty: 3086.068115
	Iteration 9F: 3 clusters Score -1245704 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1246169.375000 Penalty: 3086.068115
	Iteration 10Q: 3 clusters Score -1246169 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1246437.500000 Penalty: 3086.068115
	Iteration 11Q: 3 clusters Score -1246438 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1246580.250000 Penalty: 3086.068115
	Iteration 12Q: 3 clusters Score -1246580 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1246637.750000 Penalty: 3086.068115
	Iteration 13Q: 3 clusters Score -1246638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1246669.875000 Penalty: 3086.068115
	Iteration 14Q: 3 clusters Score -1246670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1246687.500000 Penalty: 3086.068115
	Iteration 15Q: 3 clusters Score -1246688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1246696.625000 Penalty: 3086.068115
	Iteration 16Q: 3 clusters Score -1246697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1246703.625000 Penalty: 3086.068115
	Iteration 17Q: 3 clusters Score -1246704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1246707.000000 Penalty: 3086.068115
	Iteration 18Q: 3 clusters Score -1246707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1246706.125000 Penalty: 3086.068115
	Iteration 19Q: 3 clusters Score -1246706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1246711.750000 Penalty: 3086.068115
	Iteration 20F: 3 clusters Score -1246712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1246712.125000 Penalty: 3086.068115
	Iteration 21Q: 3 clusters Score -1246712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1246714.375000 Penalty: 3086.068115
	Iteration 22Q: 3 clusters Score -1246714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1246714.125000 Penalty: 3086.068115
	Iteration 23Q: 3 clusters Score -1246714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1246716.000000 Penalty: 3086.068115
	Iteration 24Q: 3 clusters Score -1246716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1246721.500000 Penalty: 3086.068115
	Iteration 25Q: 3 clusters Score -1246722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1246723.250000 Penalty: 3086.068115
	Iteration 26Q: 3 clusters Score -1246723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1246723.750000 Penalty: 3086.068115
	Iteration 27Q: 3 clusters Score -1246724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1246725.500000 Penalty: 3086.068115
	Iteration 28Q: 3 clusters Score -1246726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1246725.750000 Penalty: 3086.068115
	Iteration 29Q: 3 clusters Score -1246726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1246725.750000 Penalty: 3086.068115
	Iteration 30F: 3 clusters Score -1246726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Entering Unmasked Estep 
Score: -1146263.625000 Penalty: 1533.291748
	Iteration 0F: 2 clusters Score -1146264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1137473.625000 Penalty: 3066.583496
	Iteration 0F: 3 clusters Score -1137474 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1140448.375000 Penalty: 3066.583496
	Iteration 1F: 3 clusters Score -1140448 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1140682.750000 Penalty: 3066.583496
	Iteration 2F: 3 clusters Score -1140683 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1140864.875000 Penalty: 3066.583496
	Iteration 3Q: 3 clusters Score -1140865 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1141042.000000 Penalty: 3066.583496
	Iteration 4Q: 3 clusters Score -1141042 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1141216.875000 Penalty: 3066.583496
	Iteration 5Q: 3 clusters Score -1141217 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1141401.125000 Penalty: 3066.583496
	Iteration 6Q: 3 clusters Score -1141401 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1141595.125000 Penalty: 3066.583496
	Iteration 7Q: 3 clusters Score -1141595 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1141817.500000 Penalty: 3066.583496
	Iteration 8Q: 3 clusters Score -1141818 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1142073.375000 Penalty: 3066.583496
	Iteration 9Q: 3 clusters Score -1142073 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1142413.625000 Penalty: 3066.583496
	Iteration 10Q: 3 clusters Score -1142414 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1142756.250000 Penalty: 3066.583496
	Iteration 11Q: 3 clusters Score -1142756 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1143070.375000 Penalty: 3066.583496
	Iteration 12Q: 3 clusters Score -1143070 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1143299.500000 Penalty: 3066.583496
	Iteration 13Q: 3 clusters Score -1143300 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1143474.625000 Penalty: 3066.583496
	Iteration 14Q: 3 clusters Score -1143475 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1143618.000000 Penalty: 3066.583496
	Iteration 15Q: 3 clusters Score -1143618 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1143717.250000 Penalty: 3066.583496
	Iteration 16Q: 3 clusters Score -1143717 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1143805.625000 Penalty: 3066.583496
	Iteration 17Q: 3 clusters Score -1143806 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1143909.250000 Penalty: 3066.583496
	Iteration 18Q: 3 clusters Score -1143909 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1143997.250000 Penalty: 3066.583496
	Iteration 19Q: 3 clusters Score -1143997 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1144068.250000 Penalty: 3066.583496
	Iteration 20F: 3 clusters Score -1144068 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1144134.875000 Penalty: 3066.583496
	Iteration 21Q: 3 clusters Score -1144135 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1144190.125000 Penalty: 3066.583496
	Iteration 22Q: 3 clusters Score -1144190 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1144243.875000 Penalty: 3066.583496
	Iteration 23Q: 3 clusters Score -1144244 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1144289.750000 Penalty: 3066.583496
	Iteration 24Q: 3 clusters Score -1144290 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1144330.750000 Penalty: 3066.583496
	Iteration 25Q: 3 clusters Score -1144331 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1144363.625000 Penalty: 3066.583496
	Iteration 26Q: 3 clusters Score -1144364 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1144391.750000 Penalty: 3066.583496
	Iteration 27Q: 3 clusters Score -1144392 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1144421.750000 Penalty: 3066.583496
	Iteration 28Q: 3 clusters Score -1144422 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1144448.750000 Penalty: 3066.583496
	Iteration 29Q: 3 clusters Score -1144449 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1144467.125000 Penalty: 3066.583496
	Iteration 30Q: 3 clusters Score -1144467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1144474.000000 Penalty: 3066.583496
	Iteration 31Q: 3 clusters Score -1144474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1144481.375000 Penalty: 3066.583496
	Iteration 32Q: 3 clusters Score -1144481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1144493.500000 Penalty: 3066.583496
	Iteration 33Q: 3 clusters Score -1144494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1144504.000000 Penalty: 3066.583496
	Iteration 34Q: 3 clusters Score -1144504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1144506.875000 Penalty: 3066.583496
	Iteration 35Q: 3 clusters Score -1144507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1144511.000000 Penalty: 3066.583496
	Iteration 36Q: 3 clusters Score -1144511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1144512.250000 Penalty: 3066.583496
	Iteration 37Q: 3 clusters Score -1144512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1144517.375000 Penalty: 3066.583496
	Iteration 38Q: 3 clusters Score -1144517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1144525.000000 Penalty: 3066.583496
	Iteration 39Q: 3 clusters Score -1144525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1144528.875000 Penalty: 3066.583496
	Iteration 40F: 3 clusters Score -1144529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1144533.500000 Penalty: 3066.583496
	Iteration 41Q: 3 clusters Score -1144534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1144539.500000 Penalty: 3066.583496
	Iteration 42Q: 3 clusters Score -1144540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1144546.750000 Penalty: 3066.583496
	Iteration 43Q: 3 clusters Score -1144547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1144545.625000 Penalty: 3066.583496
	Iteration 44Q: 3 clusters Score -1144546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1144549.000000 Penalty: 3066.583496
	Iteration 45Q: 3 clusters Score -1144549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1144550.125000 Penalty: 3066.583496
	Iteration 46Q: 3 clusters Score -1144550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1144552.250000 Penalty: 3066.583496
	Iteration 47Q: 3 clusters Score -1144552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1144554.250000 Penalty: 3066.583496
	Iteration 48Q: 3 clusters Score -1144554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1144555.500000 Penalty: 3066.583496
	Iteration 49Q: 3 clusters Score -1144556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1144558.500000 Penalty: 3066.583496
	Iteration 50Q: 3 clusters Score -1144558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1144560.250000 Penalty: 3066.583496
	Iteration 51Q: 3 clusters Score -1144560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1144558.500000 Penalty: 3066.583496
	Iteration 52Q: 3 clusters Score -1144558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1144561.625000 Penalty: 3066.583496
	Iteration 53Q: 3 clusters Score -1144562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1144566.250000 Penalty: 3066.583496
	Iteration 54Q: 3 clusters Score -1144566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1144565.625000 Penalty: 3066.583496
	Iteration 55Q: 3 clusters Score -1144566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1144565.625000 Penalty: 3066.583496
	Iteration 56Q: 3 clusters Score -1144566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1144565.500000 Penalty: 3066.583496
	Iteration 57Q: 3 clusters Score -1144566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1144569.000000 Penalty: 3066.583496
	Iteration 58Q: 3 clusters Score -1144569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1144566.875000 Penalty: 3066.583496
	Iteration 59Q: 3 clusters Score -1144567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1144565.250000 Penalty: 3066.583496
	Iteration 60F: 3 clusters Score -1144565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1144572.250000 Penalty: 3066.583496
	Iteration 61Q: 3 clusters Score -1144572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1144573.625000 Penalty: 3066.583496
	Iteration 62Q: 3 clusters Score -1144574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1144571.000000 Penalty: 3066.583496
	Iteration 63Q: 3 clusters Score -1144571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1144572.875000 Penalty: 3066.583496
	Iteration 64Q: 3 clusters Score -1144573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1144576.500000 Penalty: 3066.583496
	Iteration 65Q: 3 clusters Score -1144576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1144578.625000 Penalty: 3066.583496
	Iteration 66Q: 3 clusters Score -1144579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1144578.750000 Penalty: 3066.583496
	Iteration 67Q: 3 clusters Score -1144579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1144577.750000 Penalty: 3066.583496
	Iteration 68Q: 3 clusters Score -1144578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1144578.375000 Penalty: 3066.583496
	Iteration 69Q: 3 clusters Score -1144578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1144579.125000 Penalty: 3066.583496
	Iteration 70Q: 3 clusters Score -1144579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1144578.875000 Penalty: 3066.583496
	Iteration 71Q: 3 clusters Score -1144579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1144578.750000 Penalty: 3066.583496
	Iteration 72Q: 3 clusters Score -1144579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1144579.000000 Penalty: 3066.583496
	Iteration 73Q: 3 clusters Score -1144579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1144578.875000 Penalty: 3066.583496
	Iteration 74Q: 3 clusters Score -1144579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1144578.875000 Penalty: 3066.583496
	Iteration 75F: 3 clusters Score -1144579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Entering Unmasked Estep 
Score: -1321804.250000 Penalty: 1560.189453
	Iteration 0F: 2 clusters Score -1321804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1311608.875000 Penalty: 3120.378906
	Iteration 0F: 3 clusters Score -1311609 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1315398.875000 Penalty: 3120.378906
	Iteration 1F: 3 clusters Score -1315399 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1315811.375000 Penalty: 3120.378906
	Iteration 2F: 3 clusters Score -1315811 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1316128.250000 Penalty: 3120.378906
	Iteration 3F: 3 clusters Score -1316128 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1316465.875000 Penalty: 3120.378906
	Iteration 4Q: 3 clusters Score -1316466 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1316851.500000 Penalty: 3120.378906
	Iteration 5Q: 3 clusters Score -1316852 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1317281.875000 Penalty: 3120.378906
	Iteration 6Q: 3 clusters Score -1317282 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1317737.000000 Penalty: 3120.378906
	Iteration 7Q: 3 clusters Score -1317737 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1318244.125000 Penalty: 3120.378906
	Iteration 8Q: 3 clusters Score -1318244 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1318829.125000 Penalty: 3120.378906
	Iteration 9Q: 3 clusters Score -1318829 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1319366.250000 Penalty: 3120.378906
	Iteration 10Q: 3 clusters Score -1319366 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1319768.250000 Penalty: 3120.378906
	Iteration 11Q: 3 clusters Score -1319768 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1319973.250000 Penalty: 3120.378906
	Iteration 12Q: 3 clusters Score -1319973 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1320067.500000 Penalty: 3120.378906
	Iteration 13Q: 3 clusters Score -1320068 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1320123.500000 Penalty: 3120.378906
	Iteration 14Q: 3 clusters Score -1320124 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1320160.000000 Penalty: 3120.378906
	Iteration 15Q: 3 clusters Score -1320160 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1320179.375000 Penalty: 3120.378906
	Iteration 16Q: 3 clusters Score -1320179 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1320199.250000 Penalty: 3120.378906
	Iteration 17Q: 3 clusters Score -1320199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1320213.625000 Penalty: 3120.378906
	Iteration 18Q: 3 clusters Score -1320214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1320231.000000 Penalty: 3120.378906
	Iteration 19Q: 3 clusters Score -1320231 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1320243.125000 Penalty: 3120.378906
	Iteration 20F: 3 clusters Score -1320243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1320257.250000 Penalty: 3120.378906
	Iteration 21Q: 3 clusters Score -1320257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1320263.625000 Penalty: 3120.378906
	Iteration 22Q: 3 clusters Score -1320264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1320267.750000 Penalty: 3120.378906
	Iteration 23Q: 3 clusters Score -1320268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1320272.875000 Penalty: 3120.378906
	Iteration 24Q: 3 clusters Score -1320273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1320278.750000 Penalty: 3120.378906
	Iteration 25Q: 3 clusters Score -1320279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1320282.000000 Penalty: 3120.378906
	Iteration 26Q: 3 clusters Score -1320282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1320286.625000 Penalty: 3120.378906
	Iteration 27Q: 3 clusters Score -1320287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1320286.750000 Penalty: 3120.378906
	Iteration 28Q: 3 clusters Score -1320287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1320290.875000 Penalty: 3120.378906
	Iteration 29Q: 3 clusters Score -1320291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1320288.750000 Penalty: 3120.378906
	Iteration 30Q: 3 clusters Score -1320289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1320293.500000 Penalty: 3120.378906
	Iteration 31Q: 3 clusters Score -1320294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1320294.875000 Penalty: 3120.378906
	Iteration 32Q: 3 clusters Score -1320295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1320299.125000 Penalty: 3120.378906
	Iteration 33Q: 3 clusters Score -1320299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1320300.000000 Penalty: 3120.378906
	Iteration 34Q: 3 clusters Score -1320300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1320303.250000 Penalty: 3120.378906
	Iteration 35Q: 3 clusters Score -1320303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1320303.375000 Penalty: 3120.378906
	Iteration 36Q: 3 clusters Score -1320303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1320303.750000 Penalty: 3120.378906
	Iteration 37Q: 3 clusters Score -1320304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1320306.750000 Penalty: 3120.378906
	Iteration 38Q: 3 clusters Score -1320307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1320305.375000 Penalty: 3120.378906
	Iteration 39Q: 3 clusters Score -1320305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1320307.375000 Penalty: 3120.378906
	Iteration 40F: 3 clusters Score -1320307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1320307.250000 Penalty: 3120.378906
	Iteration 41Q: 3 clusters Score -1320307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1320310.375000 Penalty: 3120.378906
	Iteration 42Q: 3 clusters Score -1320310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1320310.375000 Penalty: 3120.378906
	Iteration 43Q: 3 clusters Score -1320310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1320310.750000 Penalty: 3120.378906
	Iteration 44Q: 3 clusters Score -1320311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1320311.625000 Penalty: 3120.378906
	Iteration 45Q: 3 clusters Score -1320312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1320310.375000 Penalty: 3120.378906
	Iteration 46Q: 3 clusters Score -1320310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1320312.375000 Penalty: 3120.378906
	Iteration 47Q: 3 clusters Score -1320312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1320313.625000 Penalty: 3120.378906
	Iteration 48Q: 3 clusters Score -1320314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1320315.750000 Penalty: 3120.378906
	Iteration 49Q: 3 clusters Score -1320316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1320315.750000 Penalty: 3120.378906
	Iteration 50F: 3 clusters Score -1320316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -104649.390625 Penalty: 1171.757935
	Iteration 0F: 2 clusters Score -104649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -102998.343750 Penalty: 2343.515869
	Iteration 0F: 3 clusters Score -102998.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -103476.265625 Penalty: 2343.515869
	Iteration 1F: 3 clusters Score -103476.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -103752.453125 Penalty: 2343.515869
	Iteration 2F: 3 clusters Score -103752.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -104024.406250 Penalty: 2343.515869
	Iteration 3F: 3 clusters Score -104024.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -104214.148438 Penalty: 2343.515869
	Iteration 4F: 3 clusters Score -104214.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -104393.679688 Penalty: 2343.515869
	Iteration 5F: 3 clusters Score -104393.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -104542.148438 Penalty: 2343.515869
	Iteration 6Q: 3 clusters Score -104542.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -104655.882812 Penalty: 2343.515869
	Iteration 7Q: 3 clusters Score -104655.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -104731.390625 Penalty: 2343.515869
	Iteration 8Q: 3 clusters Score -104731.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -104752.007812 Penalty: 2343.515869
	Iteration 9Q: 3 clusters Score -104752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -104764.687500 Penalty: 2343.515869
	Iteration 10Q: 3 clusters Score -104764.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -104771.445312 Penalty: 2343.515869
	Iteration 11Q: 3 clusters Score -104771.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -104776.765625 Penalty: 2343.515869
	Iteration 12Q: 3 clusters Score -104776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -104779.914062 Penalty: 2343.515869
	Iteration 13Q: 3 clusters Score -104779.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -104785.414062 Penalty: 2343.515869
	Iteration 14Q: 3 clusters Score -104785.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -104790.273438 Penalty: 2343.515869
	Iteration 15Q: 3 clusters Score -104790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -104791.492188 Penalty: 2343.515869
	Iteration 16Q: 3 clusters Score -104791.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -104791.492188 Penalty: 2343.515869
	Iteration 17F: 3 clusters Score -104791.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87426 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5843 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66426 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 199532 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8309 members 
Mstep: Class 14 contains 15845 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13301 members 
Mstep: Class 19 contains 12527 members 
Mstep: Class 20 contains 14782 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7563 members 
Mstep: Class 24 contains 823 members 
Entering Unmasked Estep 
Score: -53854324.000000 Penalty: 51850.226562
Splitting cluster 21 changes total score from -53855152.000000 to -53854324.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (76080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Entering Unmasked Estep 
Score: -7526434.000000 Penalty: 1826.425415
	Iteration 0F: 2 clusters Score -7526434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -7475873.500000 Penalty: 3652.850830
	Iteration 0F: 3 clusters Score -7475874 nChanged 36237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -7496839.500000 Penalty: 3652.850830
	Iteration 1F: 3 clusters Score -7496840 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -7497420.000000 Penalty: 3652.850830
	Iteration 2Q: 3 clusters Score -7497420 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -7498160.500000 Penalty: 3652.850830
	Iteration 3Q: 3 clusters Score -7498160 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -7499403.000000 Penalty: 3652.850830
	Iteration 4Q: 3 clusters Score -7499403 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -7501270.500000 Penalty: 3652.850830
	Iteration 5Q: 3 clusters Score -7501270 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -7504182.500000 Penalty: 3652.850830
	Iteration 6F: 3 clusters Score -7504182 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -7508023.000000 Penalty: 3652.850830
	Iteration 7F: 3 clusters Score -7508023 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -7511434.000000 Penalty: 3652.850830
	Iteration 8F: 3 clusters Score -7511434 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -7513217.000000 Penalty: 3652.850830
	Iteration 9Q: 3 clusters Score -7513217 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -7514069.500000 Penalty: 3652.850830
	Iteration 10Q: 3 clusters Score -7514070 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -7514643.500000 Penalty: 3652.850830
	Iteration 11Q: 3 clusters Score -7514644 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -7515230.000000 Penalty: 3652.850830
	Iteration 12Q: 3 clusters Score -7515230 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -7515817.500000 Penalty: 3652.850830
	Iteration 13Q: 3 clusters Score -7515818 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -7516500.000000 Penalty: 3652.850830
	Iteration 14Q: 3 clusters Score -7516500 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -7517205.000000 Penalty: 3652.850830
	Iteration 15Q: 3 clusters Score -7517205 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -7517986.000000 Penalty: 3652.850830
	Iteration 16Q: 3 clusters Score -7517986 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -7518753.000000 Penalty: 3652.850830
	Iteration 17Q: 3 clusters Score -7518753 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -7519538.500000 Penalty: 3652.850830
	Iteration 18Q: 3 clusters Score -7519538 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -7520319.500000 Penalty: 3652.850830
	Iteration 19Q: 3 clusters Score -7520320 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -7521073.500000 Penalty: 3652.850830
	Iteration 20F: 3 clusters Score -7521074 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -7521835.500000 Penalty: 3652.850830
	Iteration 21Q: 3 clusters Score -7521836 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7522517.500000 Penalty: 3652.850830
	Iteration 22Q: 3 clusters Score -7522518 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7523193.500000 Penalty: 3652.850830
	Iteration 23Q: 3 clusters Score -7523194 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7523782.500000 Penalty: 3652.850830
	Iteration 24Q: 3 clusters Score -7523782 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7524227.000000 Penalty: 3652.850830
	Iteration 25Q: 3 clusters Score -7524227 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7524439.000000 Penalty: 3652.850830
	Iteration 26Q: 3 clusters Score -7524439 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7524571.500000 Penalty: 3652.850830
	Iteration 27Q: 3 clusters Score -7524572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7524662.500000 Penalty: 3652.850830
	Iteration 28Q: 3 clusters Score -7524662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7524689.000000 Penalty: 3652.850830
	Iteration 29Q: 3 clusters Score -7524689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75859 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7524723.500000 Penalty: 3652.850830
	Iteration 30Q: 3 clusters Score -7524724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7524743.000000 Penalty: 3652.850830
	Iteration 31Q: 3 clusters Score -7524743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7524745.000000 Penalty: 3652.850830
	Iteration 32Q: 3 clusters Score -7524745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7524772.000000 Penalty: 3652.850830
	Iteration 33Q: 3 clusters Score -7524772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7524779.500000 Penalty: 3652.850830
	Iteration 34Q: 3 clusters Score -7524780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7524790.500000 Penalty: 3652.850830
	Iteration 35Q: 3 clusters Score -7524790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7524786.500000 Penalty: 3652.850830
	Iteration 36Q: 3 clusters Score -7524786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7524786.500000 Penalty: 3652.850830
	Iteration 37Q: 3 clusters Score -7524786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7524786.500000 Penalty: 3652.850830
	Iteration 38F: 3 clusters Score -7524786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Entering Unmasked Estep 
Score: -654246.437500 Penalty: 1451.291382
	Iteration 0F: 2 clusters Score -654246.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -648723.437500 Penalty: 2902.582764
	Iteration 0F: 3 clusters Score -648723.4 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -650715.812500 Penalty: 2902.582764
	Iteration 1F: 3 clusters Score -650715.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -651176.125000 Penalty: 2902.582764
	Iteration 2F: 3 clusters Score -651176.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -651567.812500 Penalty: 2902.582764
	Iteration 3F: 3 clusters Score -651567.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -651883.687500 Penalty: 2902.582764
	Iteration 4F: 3 clusters Score -651883.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -652133.562500 Penalty: 2902.582764
	Iteration 5F: 3 clusters Score -652133.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -652318.187500 Penalty: 2902.582764
	Iteration 6Q: 3 clusters Score -652318.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -652469.125000 Penalty: 2902.582764
	Iteration 7Q: 3 clusters Score -652469.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -652573.562500 Penalty: 2902.582764
	Iteration 8Q: 3 clusters Score -652573.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -652643.375000 Penalty: 2902.582764
	Iteration 9Q: 3 clusters Score -652643.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -652696.687500 Penalty: 2902.582764
	Iteration 10Q: 3 clusters Score -652696.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -652735.625000 Penalty: 2902.582764
	Iteration 11Q: 3 clusters Score -652735.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -652764.250000 Penalty: 2902.582764
	Iteration 12Q: 3 clusters Score -652764.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -652797.062500 Penalty: 2902.582764
	Iteration 13Q: 3 clusters Score -652797.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -652821.937500 Penalty: 2902.582764
	Iteration 14Q: 3 clusters Score -652821.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -652842.937500 Penalty: 2902.582764
	Iteration 15Q: 3 clusters Score -652842.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -652874.500000 Penalty: 2902.582764
	Iteration 16Q: 3 clusters Score -652874.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -652904.562500 Penalty: 2902.582764
	Iteration 17Q: 3 clusters Score -652904.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -652940.687500 Penalty: 2902.582764
	Iteration 18Q: 3 clusters Score -652940.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -652989.937500 Penalty: 2902.582764
	Iteration 19Q: 3 clusters Score -652989.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -653032.562500 Penalty: 2902.582764
	Iteration 20F: 3 clusters Score -653032.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -653085.687500 Penalty: 2902.582764
	Iteration 21Q: 3 clusters Score -653085.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -653131.812500 Penalty: 2902.582764
	Iteration 22Q: 3 clusters Score -653131.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -653176.562500 Penalty: 2902.582764
	Iteration 23Q: 3 clusters Score -653176.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -653209.937500 Penalty: 2902.582764
	Iteration 24Q: 3 clusters Score -653209.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -653243.875000 Penalty: 2902.582764
	Iteration 25Q: 3 clusters Score -653243.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -653282.937500 Penalty: 2902.582764
	Iteration 26Q: 3 clusters Score -653282.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -653312.250000 Penalty: 2902.582764
	Iteration 27Q: 3 clusters Score -653312.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -653336.125000 Penalty: 2902.582764
	Iteration 28Q: 3 clusters Score -653336.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -653356.937500 Penalty: 2902.582764
	Iteration 29Q: 3 clusters Score -653356.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -653371.625000 Penalty: 2902.582764
	Iteration 30Q: 3 clusters Score -653371.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -653386.937500 Penalty: 2902.582764
	Iteration 31Q: 3 clusters Score -653386.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -653396.562500 Penalty: 2902.582764
	Iteration 32Q: 3 clusters Score -653396.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -653406.062500 Penalty: 2902.582764
	Iteration 33Q: 3 clusters Score -653406.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -653414.250000 Penalty: 2902.582764
	Iteration 34Q: 3 clusters Score -653414.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -653423.250000 Penalty: 2902.582764
	Iteration 35Q: 3 clusters Score -653423.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -653429.000000 Penalty: 2902.582764
	Iteration 36Q: 3 clusters Score -653429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -653437.937500 Penalty: 2902.582764
	Iteration 37Q: 3 clusters Score -653437.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -653444.750000 Penalty: 2902.582764
	Iteration 38Q: 3 clusters Score -653444.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -653448.437500 Penalty: 2902.582764
	Iteration 39Q: 3 clusters Score -653448.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -653451.062500 Penalty: 2902.582764
	Iteration 40F: 3 clusters Score -653451.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -653453.125000 Penalty: 2902.582764
	Iteration 41Q: 3 clusters Score -653453.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -653454.437500 Penalty: 2902.582764
	Iteration 42Q: 3 clusters Score -653454.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -653453.812500 Penalty: 2902.582764
	Iteration 43Q: 3 clusters Score -653453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -653456.437500 Penalty: 2902.582764
	Iteration 44Q: 3 clusters Score -653456.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -653457.562500 Penalty: 2902.582764
	Iteration 45Q: 3 clusters Score -653457.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -653458.250000 Penalty: 2902.582764
	Iteration 46Q: 3 clusters Score -653458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -653458.312500 Penalty: 2902.582764
	Iteration 47Q: 3 clusters Score -653458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -653459.875000 Penalty: 2902.582764
	Iteration 48Q: 3 clusters Score -653459.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -653459.875000 Penalty: 2902.582764
	Iteration 49F: 3 clusters Score -653459.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87426 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5843 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66426 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 199532 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8309 members 
Mstep: Class 14 contains 15845 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13301 members 
Mstep: Class 19 contains 12527 members 
Mstep: Class 20 contains 14782 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855160.000000 Penalty: 49689.800781
Iteration 239Q: 24 clusters Score -5.385516e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87427 members 
Mstep: Class 4 contains 899 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66432 members 
Mstep: Class 10 contains 9211 members 
Mstep: Class 11 contains 199534 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 15843 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13301 members 
Mstep: Class 19 contains 12529 members 
Mstep: Class 20 contains 14778 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855204.000000 Penalty: 49689.800781
Iteration 240F: 24 clusters Score -5.38552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87428 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5844 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66443 members 
Mstep: Class 10 contains 9210 members 
Mstep: Class 11 contains 199537 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8307 members 
Mstep: Class 14 contains 15838 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13297 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 14770 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855164.000000 Penalty: 49689.800781
Iteration 241Q: 24 clusters Score -5.385516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87429 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5844 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66451 members 
Mstep: Class 10 contains 9208 members 
Mstep: Class 11 contains 199536 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8305 members 
Mstep: Class 14 contains 15837 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13294 members 
Mstep: Class 19 contains 12539 members 
Mstep: Class 20 contains 14765 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855188.000000 Penalty: 49689.800781
Iteration 242Q: 24 clusters Score -5.385519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87429 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66455 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 199537 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 15834 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13291 members 
Mstep: Class 19 contains 12546 members 
Mstep: Class 20 contains 14759 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855196.000000 Penalty: 49689.800781
Iteration 243Q: 24 clusters Score -5.38552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87429 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5846 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66453 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 199533 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 15836 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5310 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13292 members 
Mstep: Class 19 contains 12550 members 
Mstep: Class 20 contains 14757 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855204.000000 Penalty: 49689.800781
Iteration 244Q: 24 clusters Score -5.38552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87429 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5847 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66453 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 199533 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8305 members 
Mstep: Class 14 contains 15835 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13294 members 
Mstep: Class 19 contains 12554 members 
Mstep: Class 20 contains 14754 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855200.000000 Penalty: 49689.800781
Iteration 245Q: 24 clusters Score -5.38552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87430 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5848 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66454 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 199534 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 15834 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13295 members 
Mstep: Class 19 contains 12557 members 
Mstep: Class 20 contains 14752 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855192.000000 Penalty: 49689.800781
Iteration 246Q: 24 clusters Score -5.385519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87431 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5849 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66455 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 199534 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8305 members 
Mstep: Class 14 contains 15831 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 13294 members 
Mstep: Class 19 contains 12560 members 
Mstep: Class 20 contains 14747 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855172.000000 Penalty: 49689.800781
Iteration 247Q: 24 clusters Score -5.385517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87431 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66457 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 199534 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8306 members 
Mstep: Class 14 contains 15829 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13293 members 
Mstep: Class 19 contains 12563 members 
Mstep: Class 20 contains 14743 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855140.000000 Penalty: 49689.800781
Iteration 248Q: 24 clusters Score -5.385514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87432 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66460 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 199533 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8307 members 
Mstep: Class 14 contains 15830 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13292 members 
Mstep: Class 19 contains 12569 members 
Mstep: Class 20 contains 14738 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855188.000000 Penalty: 49689.800781
Iteration 249Q: 24 clusters Score -5.385519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 882 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66462 members 
Mstep: Class 10 contains 9206 members 
Mstep: Class 11 contains 199534 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8306 members 
Mstep: Class 14 contains 15831 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13295 members 
Mstep: Class 19 contains 12569 members 
Mstep: Class 20 contains 14734 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855184.000000 Penalty: 49689.800781
Iteration 250Q: 24 clusters Score -5.385518e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87436 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66461 members 
Mstep: Class 10 contains 9205 members 
Mstep: Class 11 contains 199532 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8306 members 
Mstep: Class 14 contains 15831 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12570 members 
Mstep: Class 20 contains 14732 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855164.000000 Penalty: 49689.800781
Iteration 251Q: 24 clusters Score -5.385516e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 87436 members 
Mstep: Class 4 contains 865 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 66468 members 
Mstep: Class 10 contains 9202 members 
Mstep: Class 11 contains 199535 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 15832 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 12570 members 
Mstep: Class 20 contains 14729 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855132.000000 Penalty: 49689.800781
Iteration 252Q: 24 clusters Score -5.385513e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 87437 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5848 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66474 members 
Mstep: Class 10 contains 9201 members 
Mstep: Class 11 contains 199534 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 15834 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13309 members 
Mstep: Class 19 contains 12570 members 
Mstep: Class 20 contains 14729 members 
Mstep: Class 21 contains 1355 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855180.000000 Penalty: 49689.800781
Iteration 253Q: 24 clusters Score -5.385518e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 87436 members 
Mstep: Class 4 contains 850 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5847 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66477 members 
Mstep: Class 10 contains 9200 members 
Mstep: Class 11 contains 199536 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 15831 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13314 members 
Mstep: Class 19 contains 12570 members 
Mstep: Class 20 contains 14727 members 
Mstep: Class 21 contains 1355 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855172.000000 Penalty: 49689.800781
Iteration 254Q: 24 clusters Score -5.385517e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87436 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5846 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66479 members 
Mstep: Class 10 contains 9200 members 
Mstep: Class 11 contains 199546 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8312 members 
Mstep: Class 14 contains 15824 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5310 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13312 members 
Mstep: Class 19 contains 12569 members 
Mstep: Class 20 contains 14726 members 
Mstep: Class 21 contains 1355 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855140.000000 Penalty: 49689.800781
Iteration 255Q: 24 clusters Score -5.385514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87437 members 
Mstep: Class 4 contains 851 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66483 members 
Mstep: Class 10 contains 9199 members 
Mstep: Class 11 contains 199549 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 15821 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13311 members 
Mstep: Class 19 contains 12568 members 
Mstep: Class 20 contains 14726 members 
Mstep: Class 21 contains 1355 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855212.000000 Penalty: 49689.800781
Iteration 256Q: 24 clusters Score -5.385521e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87437 members 
Mstep: Class 4 contains 850 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66488 members 
Mstep: Class 10 contains 9197 members 
Mstep: Class 11 contains 199554 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 15816 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 12567 members 
Mstep: Class 20 contains 14723 members 
Mstep: Class 21 contains 1355 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855180.000000 Penalty: 49689.800781
Iteration 257Q: 24 clusters Score -5.385518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87438 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66493 members 
Mstep: Class 10 contains 9196 members 
Mstep: Class 11 contains 199554 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8305 members 
Mstep: Class 14 contains 15812 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13308 members 
Mstep: Class 19 contains 12568 members 
Mstep: Class 20 contains 14722 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855208.000000 Penalty: 49689.800781
Iteration 258Q: 24 clusters Score -5.385521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87438 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66497 members 
Mstep: Class 10 contains 9196 members 
Mstep: Class 11 contains 199557 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8302 members 
Mstep: Class 14 contains 15810 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13305 members 
Mstep: Class 19 contains 12568 members 
Mstep: Class 20 contains 14719 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855216.000000 Penalty: 49689.800781
Iteration 259Q: 24 clusters Score -5.385522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87438 members 
Mstep: Class 4 contains 857 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66495 members 
Mstep: Class 10 contains 9195 members 
Mstep: Class 11 contains 199560 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8301 members 
Mstep: Class 14 contains 15808 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5316 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12568 members 
Mstep: Class 20 contains 14718 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855220.000000 Penalty: 49689.800781
Iteration 260F: 24 clusters Score -5.385522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87438 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66495 members 
Mstep: Class 10 contains 9195 members 
Mstep: Class 11 contains 199560 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8299 members 
Mstep: Class 14 contains 15805 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5320 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12568 members 
Mstep: Class 20 contains 14718 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855248.000000 Penalty: 49689.800781
Iteration 261Q: 24 clusters Score -5.385525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87438 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66498 members 
Mstep: Class 10 contains 9195 members 
Mstep: Class 11 contains 199561 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8298 members 
Mstep: Class 14 contains 15799 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5323 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12568 members 
Mstep: Class 20 contains 14718 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855252.000000 Penalty: 49689.800781
Iteration 262Q: 24 clusters Score -5.385525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87438 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66499 members 
Mstep: Class 10 contains 9195 members 
Mstep: Class 11 contains 199563 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8298 members 
Mstep: Class 14 contains 15790 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12568 members 
Mstep: Class 20 contains 14718 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855236.000000 Penalty: 49689.800781
Iteration 263Q: 24 clusters Score -5.385524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87438 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66502 members 
Mstep: Class 10 contains 9195 members 
Mstep: Class 11 contains 199561 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15785 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5332 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12569 members 
Mstep: Class 20 contains 14719 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855228.000000 Penalty: 49689.800781
Iteration 264Q: 24 clusters Score -5.385523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 87438 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38916 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66505 members 
Mstep: Class 10 contains 9195 members 
Mstep: Class 11 contains 199562 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15780 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5333 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13305 members 
Mstep: Class 19 contains 12571 members 
Mstep: Class 20 contains 14717 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855196.000000 Penalty: 49689.800781
Iteration 265Q: 24 clusters Score -5.38552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 87438 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 9195 members 
Mstep: Class 11 contains 199567 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15775 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5335 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12575 members 
Mstep: Class 20 contains 14713 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76080 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855232.000000 Penalty: 49689.800781
Iteration 266Q: 24 clusters Score -5.385523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11325 members 
Mstep: Class 3 contains 87438 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38918 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66501 members 
Mstep: Class 10 contains 9195 members 
Mstep: Class 11 contains 199571 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8296 members 
Mstep: Class 14 contains 15769 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12579 members 
Mstep: Class 20 contains 14710 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855236.000000 Penalty: 49689.800781
Iteration 267Q: 24 clusters Score -5.385524e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11325 members 
Mstep: Class 3 contains 87437 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38918 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66506 members 
Mstep: Class 10 contains 9195 members 
Mstep: Class 11 contains 199575 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15754 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5342 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12583 members 
Mstep: Class 20 contains 14707 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855196.000000 Penalty: 49689.800781
Iteration 268Q: 24 clusters Score -5.38552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11326 members 
Mstep: Class 3 contains 87437 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38918 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66510 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199578 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15741 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5348 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12588 members 
Mstep: Class 20 contains 14702 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855200.000000 Penalty: 49689.800781
Iteration 269Q: 24 clusters Score -5.38552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11326 members 
Mstep: Class 3 contains 87436 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66513 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199586 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15731 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5350 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12592 members 
Mstep: Class 20 contains 14698 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855208.000000 Penalty: 49689.800781
Iteration 270Q: 24 clusters Score -5.385521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11326 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66514 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199588 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15725 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14697 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855216.000000 Penalty: 49689.800781
Iteration 271Q: 24 clusters Score -5.385522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11327 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66516 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199590 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5352 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12595 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855180.000000 Penalty: 49689.800781
Iteration 272Q: 24 clusters Score -5.385518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66518 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199589 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5352 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855212.000000 Penalty: 49689.800781
Iteration 273Q: 24 clusters Score -5.385521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66522 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199589 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5352 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855220.000000 Penalty: 49689.800781
Iteration 274Q: 24 clusters Score -5.385522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66524 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199590 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15713 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855224.000000 Penalty: 49689.800781
Iteration 275Q: 24 clusters Score -5.385522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66524 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199592 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15711 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855224.000000 Penalty: 49689.800781
Iteration 276Q: 24 clusters Score -5.385522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66524 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199593 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15710 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855232.000000 Penalty: 49689.800781
Iteration 277Q: 24 clusters Score -5.385523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66526 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199593 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15708 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855240.000000 Penalty: 49689.800781
Iteration 278Q: 24 clusters Score -5.385524e+07 nChanged 5
Entering ConstructFrom: 
Score: -53855240.000000 Penalty: 49689.800781
Entering ConstructFrom: 
Trying to split cluster 1 (6643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Entering Unmasked Estep 
Score: -657397.000000 Penalty: 1430.214355
	Iteration 0F: 2 clusters Score -657397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -652369.250000 Penalty: 2860.428711
	Iteration 0F: 3 clusters Score -652369.2 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -653840.812500 Penalty: 2860.428711
	Iteration 1F: 3 clusters Score -653840.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -654057.250000 Penalty: 2860.428711
	Iteration 2F: 3 clusters Score -654057.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -654235.812500 Penalty: 2860.428711
	Iteration 3F: 3 clusters Score -654235.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -654423.312500 Penalty: 2860.428711
	Iteration 4F: 3 clusters Score -654423.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -654620.187500 Penalty: 2860.428711
	Iteration 5Q: 3 clusters Score -654620.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -654844.125000 Penalty: 2860.428711
	Iteration 6F: 3 clusters Score -654844.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -655109.000000 Penalty: 2860.428711
	Iteration 7F: 3 clusters Score -655109 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -655375.125000 Penalty: 2860.428711
	Iteration 8Q: 3 clusters Score -655375.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -655629.812500 Penalty: 2860.428711
	Iteration 9Q: 3 clusters Score -655629.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -655813.187500 Penalty: 2860.428711
	Iteration 10Q: 3 clusters Score -655813.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -655935.875000 Penalty: 2860.428711
	Iteration 11Q: 3 clusters Score -655935.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -655999.187500 Penalty: 2860.428711
	Iteration 12Q: 3 clusters Score -655999.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -656047.437500 Penalty: 2860.428711
	Iteration 13Q: 3 clusters Score -656047.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -656075.500000 Penalty: 2860.428711
	Iteration 14Q: 3 clusters Score -656075.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -656096.875000 Penalty: 2860.428711
	Iteration 15Q: 3 clusters Score -656096.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -656109.937500 Penalty: 2860.428711
	Iteration 16Q: 3 clusters Score -656109.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -656126.437500 Penalty: 2860.428711
	Iteration 17Q: 3 clusters Score -656126.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -656141.687500 Penalty: 2860.428711
	Iteration 18Q: 3 clusters Score -656141.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -656150.250000 Penalty: 2860.428711
	Iteration 19Q: 3 clusters Score -656150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -656155.875000 Penalty: 2860.428711
	Iteration 20F: 3 clusters Score -656155.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -656163.562500 Penalty: 2860.428711
	Iteration 21Q: 3 clusters Score -656163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -656168.250000 Penalty: 2860.428711
	Iteration 22Q: 3 clusters Score -656168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -656169.750000 Penalty: 2860.428711
	Iteration 23Q: 3 clusters Score -656169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -656172.937500 Penalty: 2860.428711
	Iteration 24Q: 3 clusters Score -656172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -656174.250000 Penalty: 2860.428711
	Iteration 25Q: 3 clusters Score -656174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -656174.250000 Penalty: 2860.428711
	Iteration 26F: 3 clusters Score -656174.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Entering Unmasked Estep 
Score: -1089060.625000 Penalty: 1516.942749
	Iteration 0F: 2 clusters Score -1089061 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 5649 members 
Entering Unmasked Estep 
Score: -1081081.500000 Penalty: 3033.885498
	Iteration 0F: 3 clusters Score -1081082 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1083734.875000 Penalty: 3033.885498
	Iteration 1F: 3 clusters Score -1083735 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1084010.875000 Penalty: 3033.885498
	Iteration 2F: 3 clusters Score -1084011 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1084218.750000 Penalty: 3033.885498
	Iteration 3Q: 3 clusters Score -1084219 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1084421.250000 Penalty: 3033.885498
	Iteration 4Q: 3 clusters Score -1084421 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1084620.750000 Penalty: 3033.885498
	Iteration 5Q: 3 clusters Score -1084621 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1084840.125000 Penalty: 3033.885498
	Iteration 6Q: 3 clusters Score -1084840 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1085068.000000 Penalty: 3033.885498
	Iteration 7Q: 3 clusters Score -1085068 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1085284.125000 Penalty: 3033.885498
	Iteration 8Q: 3 clusters Score -1085284 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1085519.125000 Penalty: 3033.885498
	Iteration 9Q: 3 clusters Score -1085519 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1085757.000000 Penalty: 3033.885498
	Iteration 10Q: 3 clusters Score -1085757 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1086015.625000 Penalty: 3033.885498
	Iteration 11Q: 3 clusters Score -1086016 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1086360.750000 Penalty: 3033.885498
	Iteration 12Q: 3 clusters Score -1086361 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1086708.125000 Penalty: 3033.885498
	Iteration 13Q: 3 clusters Score -1086708 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1087067.625000 Penalty: 3033.885498
	Iteration 14Q: 3 clusters Score -1087068 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1087428.375000 Penalty: 3033.885498
	Iteration 15Q: 3 clusters Score -1087428 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1087750.500000 Penalty: 3033.885498
	Iteration 16Q: 3 clusters Score -1087750 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1087973.875000 Penalty: 3033.885498
	Iteration 17Q: 3 clusters Score -1087974 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1088096.625000 Penalty: 3033.885498
	Iteration 18Q: 3 clusters Score -1088097 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1088187.750000 Penalty: 3033.885498
	Iteration 19Q: 3 clusters Score -1088188 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1088243.125000 Penalty: 3033.885498
	Iteration 20F: 3 clusters Score -1088243 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1088273.625000 Penalty: 3033.885498
	Iteration 21Q: 3 clusters Score -1088274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1088291.625000 Penalty: 3033.885498
	Iteration 22Q: 3 clusters Score -1088292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1088300.625000 Penalty: 3033.885498
	Iteration 23Q: 3 clusters Score -1088301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1088303.500000 Penalty: 3033.885498
	Iteration 24Q: 3 clusters Score -1088304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1088311.625000 Penalty: 3033.885498
	Iteration 25Q: 3 clusters Score -1088312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1088314.375000 Penalty: 3033.885498
	Iteration 26Q: 3 clusters Score -1088314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1088315.250000 Penalty: 3033.885498
	Iteration 27Q: 3 clusters Score -1088315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1088317.625000 Penalty: 3033.885498
	Iteration 28Q: 3 clusters Score -1088318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1088320.375000 Penalty: 3033.885498
	Iteration 29Q: 3 clusters Score -1088320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1088323.875000 Penalty: 3033.885498
	Iteration 30Q: 3 clusters Score -1088324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1088327.250000 Penalty: 3033.885498
	Iteration 31Q: 3 clusters Score -1088327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1088329.000000 Penalty: 3033.885498
	Iteration 32Q: 3 clusters Score -1088329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1088330.750000 Penalty: 3033.885498
	Iteration 33Q: 3 clusters Score -1088331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1088333.000000 Penalty: 3033.885498
	Iteration 34Q: 3 clusters Score -1088333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1088334.875000 Penalty: 3033.885498
	Iteration 35Q: 3 clusters Score -1088335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1088336.875000 Penalty: 3033.885498
	Iteration 36Q: 3 clusters Score -1088337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1088336.250000 Penalty: 3033.885498
	Iteration 37Q: 3 clusters Score -1088336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1088340.875000 Penalty: 3033.885498
	Iteration 38Q: 3 clusters Score -1088341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1088345.500000 Penalty: 3033.885498
	Iteration 39Q: 3 clusters Score -1088346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1088347.000000 Penalty: 3033.885498
	Iteration 40F: 3 clusters Score -1088347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1088348.500000 Penalty: 3033.885498
	Iteration 41Q: 3 clusters Score -1088348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1088347.750000 Penalty: 3033.885498
	Iteration 42Q: 3 clusters Score -1088348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1088348.250000 Penalty: 3033.885498
	Iteration 43Q: 3 clusters Score -1088348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1088348.375000 Penalty: 3033.885498
	Iteration 44Q: 3 clusters Score -1088348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1088350.875000 Penalty: 3033.885498
	Iteration 45Q: 3 clusters Score -1088351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1088351.125000 Penalty: 3033.885498
	Iteration 46Q: 3 clusters Score -1088351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1088352.625000 Penalty: 3033.885498
	Iteration 47Q: 3 clusters Score -1088353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1088354.750000 Penalty: 3033.885498
	Iteration 48Q: 3 clusters Score -1088355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1088355.250000 Penalty: 3033.885498
	Iteration 49Q: 3 clusters Score -1088355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1088355.125000 Penalty: 3033.885498
	Iteration 50Q: 3 clusters Score -1088355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1088355.125000 Penalty: 3033.885498
	Iteration 51F: 3 clusters Score -1088355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87435 members 
Entering Unmasked Estep 
Score: -8014292.500000 Penalty: 1849.030762
	Iteration 0F: 2 clusters Score -8014292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -7955872.500000 Penalty: 3698.061523
	Iteration 0F: 3 clusters Score -7955872 nChanged 41737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -7979901.000000 Penalty: 3698.061523
	Iteration 1F: 3 clusters Score -7979901 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -7980731.000000 Penalty: 3698.061523
	Iteration 2Q: 3 clusters Score -7980731 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -7981869.000000 Penalty: 3698.061523
	Iteration 3Q: 3 clusters Score -7981869 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -7983507.000000 Penalty: 3698.061523
	Iteration 4Q: 3 clusters Score -7983507 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -7985625.500000 Penalty: 3698.061523
	Iteration 5Q: 3 clusters Score -7985626 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -7988175.500000 Penalty: 3698.061523
	Iteration 6F: 3 clusters Score -7988176 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -7990885.500000 Penalty: 3698.061523
	Iteration 7F: 3 clusters Score -7990886 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -7993288.000000 Penalty: 3698.061523
	Iteration 8F: 3 clusters Score -7993288 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -7995180.000000 Penalty: 3698.061523
	Iteration 9Q: 3 clusters Score -7995180 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -7996541.000000 Penalty: 3698.061523
	Iteration 10Q: 3 clusters Score -7996541 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -7997528.000000 Penalty: 3698.061523
	Iteration 11Q: 3 clusters Score -7997528 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -7998327.000000 Penalty: 3698.061523
	Iteration 12Q: 3 clusters Score -7998327 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -7999178.000000 Penalty: 3698.061523
	Iteration 13Q: 3 clusters Score -7999178 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -8000143.500000 Penalty: 3698.061523
	Iteration 14Q: 3 clusters Score -8000144 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 60609 members 
Entering Unmasked Estep 
Score: -8001180.500000 Penalty: 3698.061523
	Iteration 15Q: 3 clusters Score -8001180 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -8002379.000000 Penalty: 3698.061523
	Iteration 16Q: 3 clusters Score -8002379 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -8003797.500000 Penalty: 3698.061523
	Iteration 17Q: 3 clusters Score -8003798 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -8005259.500000 Penalty: 3698.061523
	Iteration 18Q: 3 clusters Score -8005260 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -8006743.500000 Penalty: 3698.061523
	Iteration 19Q: 3 clusters Score -8006744 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -8008168.000000 Penalty: 3698.061523
	Iteration 20F: 3 clusters Score -8008168 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 78911 members 
Entering Unmasked Estep 
Score: -8009388.000000 Penalty: 3698.061523
	Iteration 21Q: 3 clusters Score -8009388 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -8010431.000000 Penalty: 3698.061523
	Iteration 22Q: 3 clusters Score -8010431 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 82465 members 
Entering Unmasked Estep 
Score: -8011093.000000 Penalty: 3698.061523
	Iteration 23Q: 3 clusters Score -8011093 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
Score: -8011604.500000 Penalty: 3698.061523
	Iteration 24Q: 3 clusters Score -8011604 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -8011929.000000 Penalty: 3698.061523
	Iteration 25Q: 3 clusters Score -8011929 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 84963 members 
Entering Unmasked Estep 
Score: -8012168.500000 Penalty: 3698.061523
	Iteration 26Q: 3 clusters Score -8012168 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 85365 members 
Entering Unmasked Estep 
Score: -8012345.000000 Penalty: 3698.061523
	Iteration 27Q: 3 clusters Score -8012345 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -8012461.000000 Penalty: 3698.061523
	Iteration 28Q: 3 clusters Score -8012461 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 85873 members 
Entering Unmasked Estep 
Score: -8012554.500000 Penalty: 3698.061523
	Iteration 29Q: 3 clusters Score -8012554 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -8012622.500000 Penalty: 3698.061523
	Iteration 30Q: 3 clusters Score -8012622 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -8012690.500000 Penalty: 3698.061523
	Iteration 31Q: 3 clusters Score -8012690 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -8012733.000000 Penalty: 3698.061523
	Iteration 32Q: 3 clusters Score -8012733 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 86360 members 
Entering Unmasked Estep 
Score: -8012774.000000 Penalty: 3698.061523
	Iteration 33Q: 3 clusters Score -8012774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -8012790.500000 Penalty: 3698.061523
	Iteration 34Q: 3 clusters Score -8012790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 86458 members 
Entering Unmasked Estep 
Score: -8012812.500000 Penalty: 3698.061523
	Iteration 35Q: 3 clusters Score -8012812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -8012815.000000 Penalty: 3698.061523
	Iteration 36Q: 3 clusters Score -8012815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -8012836.500000 Penalty: 3698.061523
	Iteration 37Q: 3 clusters Score -8012836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -8012873.500000 Penalty: 3698.061523
	Iteration 38Q: 3 clusters Score -8012874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -8012894.500000 Penalty: 3698.061523
	Iteration 39Q: 3 clusters Score -8012894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 86601 members 
Entering Unmasked Estep 
Score: -8012916.500000 Penalty: 3698.061523
	Iteration 40F: 3 clusters Score -8012916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 86621 members 
Entering Unmasked Estep 
Score: -8012930.500000 Penalty: 3698.061523
	Iteration 41Q: 3 clusters Score -8012930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -8012941.500000 Penalty: 3698.061523
	Iteration 42Q: 3 clusters Score -8012942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -8012940.000000 Penalty: 3698.061523
	Iteration 43Q: 3 clusters Score -8012940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -8012952.000000 Penalty: 3698.061523
	Iteration 44Q: 3 clusters Score -8012952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -8012962.000000 Penalty: 3698.061523
	Iteration 45Q: 3 clusters Score -8012962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
Score: -8012957.000000 Penalty: 3698.061523
	Iteration 46Q: 3 clusters Score -8012957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -8012962.000000 Penalty: 3698.061523
	Iteration 47Q: 3 clusters Score -8012962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -8012960.000000 Penalty: 3698.061523
	Iteration 48Q: 3 clusters Score -8012960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -8012960.500000 Penalty: 3698.061523
	Iteration 49Q: 3 clusters Score -8012960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -8012965.000000 Penalty: 3698.061523
	Iteration 50Q: 3 clusters Score -8012965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -8012970.500000 Penalty: 3698.061523
	Iteration 51Q: 3 clusters Score -8012970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 86688 members 
Entering Unmasked Estep 
Score: -8012969.500000 Penalty: 3698.061523
	Iteration 52Q: 3 clusters Score -8012970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -8012968.500000 Penalty: 3698.061523
	Iteration 53Q: 3 clusters Score -8012968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -8012973.500000 Penalty: 3698.061523
	Iteration 54Q: 3 clusters Score -8012974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -8012973.500000 Penalty: 3698.061523
	Iteration 55F: 3 clusters Score -8012974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -75691.515625 Penalty: 1097.812378
	Iteration 0F: 2 clusters Score -75691.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -74376.445312 Penalty: 2195.624756
	Iteration 0F: 3 clusters Score -74376.45 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -74581.726562 Penalty: 2195.624756
	Iteration 1F: 3 clusters Score -74581.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74635.968750 Penalty: 2195.624756
	Iteration 2F: 3 clusters Score -74635.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -74673.390625 Penalty: 2195.624756
	Iteration 3Q: 3 clusters Score -74673.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -74685.101562 Penalty: 2195.624756
	Iteration 4Q: 3 clusters Score -74685.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74692.031250 Penalty: 2195.624756
	Iteration 5Q: 3 clusters Score -74692.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -74695.468750 Penalty: 2195.624756
	Iteration 6Q: 3 clusters Score -74695.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -74700.515625 Penalty: 2195.624756
	Iteration 7Q: 3 clusters Score -74700.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -74704.359375 Penalty: 2195.624756
	Iteration 8Q: 3 clusters Score -74704.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -74707.046875 Penalty: 2195.624756
	Iteration 9Q: 3 clusters Score -74707.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -74707.507812 Penalty: 2195.624756
	Iteration 10Q: 3 clusters Score -74707.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -74707.507812 Penalty: 2195.624756
	Iteration 11F: 3 clusters Score -74707.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -156052.546875 Penalty: 1207.970825
	Iteration 0F: 2 clusters Score -156052.5 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 847 members 
Entering Unmasked Estep 
Score: -154196.234375 Penalty: 2415.941650
	Iteration 0F: 3 clusters Score -154196.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -154565.968750 Penalty: 2415.941650
	Iteration 1F: 3 clusters Score -154566 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -154649.593750 Penalty: 2415.941650
	Iteration 2F: 3 clusters Score -154649.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -154700.500000 Penalty: 2415.941650
	Iteration 3Q: 3 clusters Score -154700.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -154729.437500 Penalty: 2415.941650
	Iteration 4Q: 3 clusters Score -154729.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -154758.000000 Penalty: 2415.941650
	Iteration 5Q: 3 clusters Score -154758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -154785.000000 Penalty: 2415.941650
	Iteration 6Q: 3 clusters Score -154785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -154798.109375 Penalty: 2415.941650
	Iteration 7Q: 3 clusters Score -154798.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -154809.046875 Penalty: 2415.941650
	Iteration 8Q: 3 clusters Score -154809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -154815.312500 Penalty: 2415.941650
	Iteration 9Q: 3 clusters Score -154815.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -154819.109375 Penalty: 2415.941650
	Iteration 10Q: 3 clusters Score -154819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -154820.578125 Penalty: 2415.941650
	Iteration 11Q: 3 clusters Score -154820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -154822.031250 Penalty: 2415.941650
	Iteration 12Q: 3 clusters Score -154822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -154824.984375 Penalty: 2415.941650
	Iteration 13Q: 3 clusters Score -154825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -154831.875000 Penalty: 2415.941650
	Iteration 14Q: 3 clusters Score -154831.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -154836.546875 Penalty: 2415.941650
	Iteration 15Q: 3 clusters Score -154836.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -154838.671875 Penalty: 2415.941650
	Iteration 16Q: 3 clusters Score -154838.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154841.765625 Penalty: 2415.941650
	Iteration 17Q: 3 clusters Score -154841.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154841.765625 Penalty: 2415.941650
	Iteration 18F: 3 clusters Score -154841.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Entering Unmasked Estep 
Score: -522986.718750 Penalty: 1409.418091
	Iteration 0F: 2 clusters Score -522986.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -518515.812500 Penalty: 2818.836182
	Iteration 0F: 3 clusters Score -518515.8 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -519866.281250 Penalty: 2818.836182
	Iteration 1F: 3 clusters Score -519866.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -520101.187500 Penalty: 2818.836182
	Iteration 2F: 3 clusters Score -520101.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -520305.843750 Penalty: 2818.836182
	Iteration 3F: 3 clusters Score -520305.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -520490.218750 Penalty: 2818.836182
	Iteration 4F: 3 clusters Score -520490.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -520652.187500 Penalty: 2818.836182
	Iteration 5Q: 3 clusters Score -520652.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -520808.687500 Penalty: 2818.836182
	Iteration 6Q: 3 clusters Score -520808.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -520947.031250 Penalty: 2818.836182
	Iteration 7Q: 3 clusters Score -520947 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -521062.937500 Penalty: 2818.836182
	Iteration 8Q: 3 clusters Score -521062.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -521172.875000 Penalty: 2818.836182
	Iteration 9Q: 3 clusters Score -521172.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -521252.156250 Penalty: 2818.836182
	Iteration 10Q: 3 clusters Score -521252.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -521312.312500 Penalty: 2818.836182
	Iteration 11Q: 3 clusters Score -521312.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -521361.687500 Penalty: 2818.836182
	Iteration 12Q: 3 clusters Score -521361.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -521399.718750 Penalty: 2818.836182
	Iteration 13Q: 3 clusters Score -521399.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -521439.031250 Penalty: 2818.836182
	Iteration 14Q: 3 clusters Score -521439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -521472.843750 Penalty: 2818.836182
	Iteration 15Q: 3 clusters Score -521472.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -521498.437500 Penalty: 2818.836182
	Iteration 16Q: 3 clusters Score -521498.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -521519.875000 Penalty: 2818.836182
	Iteration 17Q: 3 clusters Score -521519.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -521539.750000 Penalty: 2818.836182
	Iteration 18Q: 3 clusters Score -521539.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -521568.062500 Penalty: 2818.836182
	Iteration 19Q: 3 clusters Score -521568.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -521595.531250 Penalty: 2818.836182
	Iteration 20F: 3 clusters Score -521595.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -521618.968750 Penalty: 2818.836182
	Iteration 21Q: 3 clusters Score -521619 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -521663.531250 Penalty: 2818.836182
	Iteration 22Q: 3 clusters Score -521663.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -521703.406250 Penalty: 2818.836182
	Iteration 23Q: 3 clusters Score -521703.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -521742.375000 Penalty: 2818.836182
	Iteration 24Q: 3 clusters Score -521742.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -521791.187500 Penalty: 2818.836182
	Iteration 25Q: 3 clusters Score -521791.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -521843.343750 Penalty: 2818.836182
	Iteration 26Q: 3 clusters Score -521843.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -521882.343750 Penalty: 2818.836182
	Iteration 27Q: 3 clusters Score -521882.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -521908.250000 Penalty: 2818.836182
	Iteration 28Q: 3 clusters Score -521908.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -521922.031250 Penalty: 2818.836182
	Iteration 29Q: 3 clusters Score -521922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -521933.531250 Penalty: 2818.836182
	Iteration 30Q: 3 clusters Score -521933.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -521940.437500 Penalty: 2818.836182
	Iteration 31Q: 3 clusters Score -521940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -521944.375000 Penalty: 2818.836182
	Iteration 32Q: 3 clusters Score -521944.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -521945.375000 Penalty: 2818.836182
	Iteration 33Q: 3 clusters Score -521945.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -521945.125000 Penalty: 2818.836182
	Iteration 34Q: 3 clusters Score -521945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -521945.375000 Penalty: 2818.836182
	Iteration 35Q: 3 clusters Score -521945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -521946.406250 Penalty: 2818.836182
	Iteration 36Q: 3 clusters Score -521946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -521948.187500 Penalty: 2818.836182
	Iteration 37Q: 3 clusters Score -521948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -521949.312500 Penalty: 2818.836182
	Iteration 38Q: 3 clusters Score -521949.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -521951.187500 Penalty: 2818.836182
	Iteration 39Q: 3 clusters Score -521951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -521952.218750 Penalty: 2818.836182
	Iteration 40F: 3 clusters Score -521952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -521953.625000 Penalty: 2818.836182
	Iteration 41Q: 3 clusters Score -521953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -521953.125000 Penalty: 2818.836182
	Iteration 42Q: 3 clusters Score -521953.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -521953.125000 Penalty: 2818.836182
	Iteration 43F: 3 clusters Score -521953.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Entering Unmasked Estep 
Score: -3836878.500000 Penalty: 1717.492798
	Iteration 0F: 2 clusters Score -3836878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3810990.750000 Penalty: 3434.985596
	Iteration 0F: 3 clusters Score -3810991 nChanged 17966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -3821125.750000 Penalty: 3434.985596
	Iteration 1F: 3 clusters Score -3821126 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3821644.250000 Penalty: 3434.985596
	Iteration 2Q: 3 clusters Score -3821644 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3822391.500000 Penalty: 3434.985596
	Iteration 3Q: 3 clusters Score -3822392 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3823605.750000 Penalty: 3434.985596
	Iteration 4F: 3 clusters Score -3823606 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3825610.000000 Penalty: 3434.985596
	Iteration 5F: 3 clusters Score -3825610 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3828423.250000 Penalty: 3434.985596
	Iteration 6F: 3 clusters Score -3828423 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -3831354.250000 Penalty: 3434.985596
	Iteration 7F: 3 clusters Score -3831354 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -3833536.500000 Penalty: 3434.985596
	Iteration 8F: 3 clusters Score -3833536 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -3834872.500000 Penalty: 3434.985596
	Iteration 9Q: 3 clusters Score -3834872 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -3835604.750000 Penalty: 3434.985596
	Iteration 10Q: 3 clusters Score -3835605 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -3835990.500000 Penalty: 3434.985596
	Iteration 11Q: 3 clusters Score -3835990 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -3836164.500000 Penalty: 3434.985596
	Iteration 12Q: 3 clusters Score -3836164 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -3836237.750000 Penalty: 3434.985596
	Iteration 13Q: 3 clusters Score -3836238 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -3836279.000000 Penalty: 3434.985596
	Iteration 14Q: 3 clusters Score -3836279 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -3836308.750000 Penalty: 3434.985596
	Iteration 15Q: 3 clusters Score -3836309 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -3836334.750000 Penalty: 3434.985596
	Iteration 16Q: 3 clusters Score -3836335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -3836341.750000 Penalty: 3434.985596
	Iteration 17Q: 3 clusters Score -3836342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -3836349.500000 Penalty: 3434.985596
	Iteration 18Q: 3 clusters Score -3836350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -3836355.250000 Penalty: 3434.985596
	Iteration 19Q: 3 clusters Score -3836355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -3836358.750000 Penalty: 3434.985596
	Iteration 20F: 3 clusters Score -3836359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -3836360.750000 Penalty: 3434.985596
	Iteration 21Q: 3 clusters Score -3836361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -3836364.750000 Penalty: 3434.985596
	Iteration 22Q: 3 clusters Score -3836365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -3836365.250000 Penalty: 3434.985596
	Iteration 23Q: 3 clusters Score -3836365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -3836370.250000 Penalty: 3434.985596
	Iteration 24Q: 3 clusters Score -3836370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -3836372.500000 Penalty: 3434.985596
	Iteration 25Q: 3 clusters Score -3836372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -3836374.250000 Penalty: 3434.985596
	Iteration 26Q: 3 clusters Score -3836374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -3836374.750000 Penalty: 3434.985596
	Iteration 27Q: 3 clusters Score -3836375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -3836375.250000 Penalty: 3434.985596
	Iteration 28Q: 3 clusters Score -3836375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -3836375.250000 Penalty: 3434.985596
	Iteration 29F: 3 clusters Score -3836375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Entering Unmasked Estep 
Score: -358969.062500 Penalty: 1346.067749
	Iteration 0F: 2 clusters Score -358969.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -355621.875000 Penalty: 2692.135498
	Iteration 0F: 3 clusters Score -355621.9 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -356469.937500 Penalty: 2692.135498
	Iteration 1F: 3 clusters Score -356469.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -356620.187500 Penalty: 2692.135498
	Iteration 2F: 3 clusters Score -356620.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -356710.937500 Penalty: 2692.135498
	Iteration 3Q: 3 clusters Score -356710.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -356801.125000 Penalty: 2692.135498
	Iteration 4Q: 3 clusters Score -356801.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -356878.687500 Penalty: 2692.135498
	Iteration 5Q: 3 clusters Score -356878.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -356946.500000 Penalty: 2692.135498
	Iteration 6Q: 3 clusters Score -356946.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -356996.687500 Penalty: 2692.135498
	Iteration 7Q: 3 clusters Score -356996.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -357042.812500 Penalty: 2692.135498
	Iteration 8Q: 3 clusters Score -357042.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -357101.468750 Penalty: 2692.135498
	Iteration 9Q: 3 clusters Score -357101.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -357154.500000 Penalty: 2692.135498
	Iteration 10Q: 3 clusters Score -357154.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -357211.062500 Penalty: 2692.135498
	Iteration 11Q: 3 clusters Score -357211.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -357264.437500 Penalty: 2692.135498
	Iteration 12Q: 3 clusters Score -357264.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -357317.062500 Penalty: 2692.135498
	Iteration 13Q: 3 clusters Score -357317.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -357360.343750 Penalty: 2692.135498
	Iteration 14Q: 3 clusters Score -357360.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -357409.468750 Penalty: 2692.135498
	Iteration 15Q: 3 clusters Score -357409.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -357453.125000 Penalty: 2692.135498
	Iteration 16Q: 3 clusters Score -357453.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -357491.062500 Penalty: 2692.135498
	Iteration 17Q: 3 clusters Score -357491.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -357548.500000 Penalty: 2692.135498
	Iteration 18Q: 3 clusters Score -357548.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -357612.125000 Penalty: 2692.135498
	Iteration 19Q: 3 clusters Score -357612.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -357660.656250 Penalty: 2692.135498
	Iteration 20F: 3 clusters Score -357660.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -357697.593750 Penalty: 2692.135498
	Iteration 21Q: 3 clusters Score -357697.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -357731.468750 Penalty: 2692.135498
	Iteration 22Q: 3 clusters Score -357731.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -357762.437500 Penalty: 2692.135498
	Iteration 23Q: 3 clusters Score -357762.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -357781.312500 Penalty: 2692.135498
	Iteration 24Q: 3 clusters Score -357781.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -357797.968750 Penalty: 2692.135498
	Iteration 25Q: 3 clusters Score -357798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -357807.218750 Penalty: 2692.135498
	Iteration 26Q: 3 clusters Score -357807.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -357816.812500 Penalty: 2692.135498
	Iteration 27Q: 3 clusters Score -357816.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -357823.843750 Penalty: 2692.135498
	Iteration 28Q: 3 clusters Score -357823.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -357831.406250 Penalty: 2692.135498
	Iteration 29Q: 3 clusters Score -357831.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -357834.937500 Penalty: 2692.135498
	Iteration 30Q: 3 clusters Score -357834.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -357837.968750 Penalty: 2692.135498
	Iteration 31Q: 3 clusters Score -357838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -357841.562500 Penalty: 2692.135498
	Iteration 32Q: 3 clusters Score -357841.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -357846.125000 Penalty: 2692.135498
	Iteration 33Q: 3 clusters Score -357846.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -357849.687500 Penalty: 2692.135498
	Iteration 34Q: 3 clusters Score -357849.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -357852.781250 Penalty: 2692.135498
	Iteration 35Q: 3 clusters Score -357852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -357854.125000 Penalty: 2692.135498
	Iteration 36Q: 3 clusters Score -357854.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -357856.250000 Penalty: 2692.135498
	Iteration 37Q: 3 clusters Score -357856.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -357859.187500 Penalty: 2692.135498
	Iteration 38Q: 3 clusters Score -357859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -357859.250000 Penalty: 2692.135498
	Iteration 39Q: 3 clusters Score -357859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -357859.156250 Penalty: 2692.135498
	Iteration 40F: 3 clusters Score -357859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -357859.375000 Penalty: 2692.135498
	Iteration 41Q: 3 clusters Score -357859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -357860.781250 Penalty: 2692.135498
	Iteration 42Q: 3 clusters Score -357860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -357861.750000 Penalty: 2692.135498
	Iteration 43Q: 3 clusters Score -357861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -357862.375000 Penalty: 2692.135498
	Iteration 44Q: 3 clusters Score -357862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -357862.812500 Penalty: 2692.135498
	Iteration 45Q: 3 clusters Score -357862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -357862.812500 Penalty: 2692.135498
	Iteration 46F: 3 clusters Score -357862.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Entering Unmasked Estep 
Score: -6049346.500000 Penalty: 1804.621460
	Iteration 0F: 2 clusters Score -6049346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -6004888.000000 Penalty: 3609.242920
	Iteration 0F: 3 clusters Score -6004888 nChanged 31431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -6023506.500000 Penalty: 3609.242920
	Iteration 1F: 3 clusters Score -6023506 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -6024855.000000 Penalty: 3609.242920
	Iteration 2F: 3 clusters Score -6024855 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -6026447.500000 Penalty: 3609.242920
	Iteration 3F: 3 clusters Score -6026448 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -6028355.000000 Penalty: 3609.242920
	Iteration 4F: 3 clusters Score -6028355 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -6030606.500000 Penalty: 3609.242920
	Iteration 5F: 3 clusters Score -6030606 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -6032837.000000 Penalty: 3609.242920
	Iteration 6F: 3 clusters Score -6032837 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -6035190.000000 Penalty: 3609.242920
	Iteration 7F: 3 clusters Score -6035190 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -6037418.500000 Penalty: 3609.242920
	Iteration 8F: 3 clusters Score -6037418 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -6039617.000000 Penalty: 3609.242920
	Iteration 9Q: 3 clusters Score -6039617 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -6041611.000000 Penalty: 3609.242920
	Iteration 10Q: 3 clusters Score -6041611 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -6043292.500000 Penalty: 3609.242920
	Iteration 11Q: 3 clusters Score -6043292 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -6044594.500000 Penalty: 3609.242920
	Iteration 12Q: 3 clusters Score -6044594 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -6045392.000000 Penalty: 3609.242920
	Iteration 13Q: 3 clusters Score -6045392 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -6045978.000000 Penalty: 3609.242920
	Iteration 14Q: 3 clusters Score -6045978 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -6046479.500000 Penalty: 3609.242920
	Iteration 15Q: 3 clusters Score -6046480 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -6046837.000000 Penalty: 3609.242920
	Iteration 16Q: 3 clusters Score -6046837 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -6047081.500000 Penalty: 3609.242920
	Iteration 17Q: 3 clusters Score -6047082 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -6047370.500000 Penalty: 3609.242920
	Iteration 18Q: 3 clusters Score -6047370 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -6047617.000000 Penalty: 3609.242920
	Iteration 19Q: 3 clusters Score -6047617 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6047781.000000 Penalty: 3609.242920
	Iteration 20F: 3 clusters Score -6047781 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6047929.500000 Penalty: 3609.242920
	Iteration 21Q: 3 clusters Score -6047930 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6048065.000000 Penalty: 3609.242920
	Iteration 22Q: 3 clusters Score -6048065 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6048174.500000 Penalty: 3609.242920
	Iteration 23Q: 3 clusters Score -6048174 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6048271.000000 Penalty: 3609.242920
	Iteration 24Q: 3 clusters Score -6048271 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6048335.000000 Penalty: 3609.242920
	Iteration 25Q: 3 clusters Score -6048335 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6048385.500000 Penalty: 3609.242920
	Iteration 26Q: 3 clusters Score -6048386 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6048413.500000 Penalty: 3609.242920
	Iteration 27Q: 3 clusters Score -6048414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6048435.500000 Penalty: 3609.242920
	Iteration 28Q: 3 clusters Score -6048436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6048462.000000 Penalty: 3609.242920
	Iteration 29Q: 3 clusters Score -6048462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64800 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6048476.000000 Penalty: 3609.242920
	Iteration 30Q: 3 clusters Score -6048476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6048471.500000 Penalty: 3609.242920
	Iteration 31Q: 3 clusters Score -6048472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6048484.500000 Penalty: 3609.242920
	Iteration 32Q: 3 clusters Score -6048484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64822 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6048507.000000 Penalty: 3609.242920
	Iteration 33Q: 3 clusters Score -6048507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6048509.000000 Penalty: 3609.242920
	Iteration 34Q: 3 clusters Score -6048509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6048506.500000 Penalty: 3609.242920
	Iteration 35Q: 3 clusters Score -6048506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6048507.500000 Penalty: 3609.242920
	Iteration 36Q: 3 clusters Score -6048508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6048507.000000 Penalty: 3609.242920
	Iteration 37Q: 3 clusters Score -6048507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6048516.500000 Penalty: 3609.242920
	Iteration 38Q: 3 clusters Score -6048516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6048534.500000 Penalty: 3609.242920
	Iteration 39Q: 3 clusters Score -6048534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6048533.500000 Penalty: 3609.242920
	Iteration 40F: 3 clusters Score -6048534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6048539.500000 Penalty: 3609.242920
	Iteration 41Q: 3 clusters Score -6048540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6048546.000000 Penalty: 3609.242920
	Iteration 42Q: 3 clusters Score -6048546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6048549.500000 Penalty: 3609.242920
	Iteration 43Q: 3 clusters Score -6048550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6048552.000000 Penalty: 3609.242920
	Iteration 44Q: 3 clusters Score -6048552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6048552.000000 Penalty: 3609.242920
	Iteration 45Q: 3 clusters Score -6048552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6048555.500000 Penalty: 3609.242920
	Iteration 46Q: 3 clusters Score -6048556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6048549.500000 Penalty: 3609.242920
	Iteration 47Q: 3 clusters Score -6048550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6048550.000000 Penalty: 3609.242920
	Iteration 48Q: 3 clusters Score -6048550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6048548.000000 Penalty: 3609.242920
	Iteration 49Q: 3 clusters Score -6048548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6048548.000000 Penalty: 3609.242920
	Iteration 50F: 3 clusters Score -6048548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Entering Unmasked Estep 
Score: -856317.375000 Penalty: 1483.024780
	Iteration 0F: 2 clusters Score -856317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -849628.437500 Penalty: 2966.049561
	Iteration 0F: 3 clusters Score -849628.4 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -851736.375000 Penalty: 2966.049561
	Iteration 1F: 3 clusters Score -851736.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -851972.812500 Penalty: 2966.049561
	Iteration 2F: 3 clusters Score -851972.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -852157.625000 Penalty: 2966.049561
	Iteration 3Q: 3 clusters Score -852157.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -852372.875000 Penalty: 2966.049561
	Iteration 4Q: 3 clusters Score -852372.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -852636.375000 Penalty: 2966.049561
	Iteration 5F: 3 clusters Score -852636.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -852933.812500 Penalty: 2966.049561
	Iteration 6F: 3 clusters Score -852933.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -853247.750000 Penalty: 2966.049561
	Iteration 7F: 3 clusters Score -853247.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -853573.875000 Penalty: 2966.049561
	Iteration 8F: 3 clusters Score -853573.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -853923.375000 Penalty: 2966.049561
	Iteration 9F: 3 clusters Score -853923.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -854264.812500 Penalty: 2966.049561
	Iteration 10Q: 3 clusters Score -854264.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -854543.562500 Penalty: 2966.049561
	Iteration 11Q: 3 clusters Score -854543.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -854715.875000 Penalty: 2966.049561
	Iteration 12Q: 3 clusters Score -854715.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -854843.312500 Penalty: 2966.049561
	Iteration 13Q: 3 clusters Score -854843.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -854913.000000 Penalty: 2966.049561
	Iteration 14Q: 3 clusters Score -854913 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -854968.000000 Penalty: 2966.049561
	Iteration 15Q: 3 clusters Score -854968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -855010.937500 Penalty: 2966.049561
	Iteration 16Q: 3 clusters Score -855010.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -855034.000000 Penalty: 2966.049561
	Iteration 17Q: 3 clusters Score -855034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -855053.750000 Penalty: 2966.049561
	Iteration 18Q: 3 clusters Score -855053.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -855064.187500 Penalty: 2966.049561
	Iteration 19Q: 3 clusters Score -855064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -855072.687500 Penalty: 2966.049561
	Iteration 20F: 3 clusters Score -855072.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -855079.000000 Penalty: 2966.049561
	Iteration 21Q: 3 clusters Score -855079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -855082.687500 Penalty: 2966.049561
	Iteration 22Q: 3 clusters Score -855082.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -855083.625000 Penalty: 2966.049561
	Iteration 23Q: 3 clusters Score -855083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -855088.500000 Penalty: 2966.049561
	Iteration 24Q: 3 clusters Score -855088.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -855094.687500 Penalty: 2966.049561
	Iteration 25Q: 3 clusters Score -855094.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -855098.562500 Penalty: 2966.049561
	Iteration 26Q: 3 clusters Score -855098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -855098.562500 Penalty: 2966.049561
	Iteration 27Q: 3 clusters Score -855098.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -855102.187500 Penalty: 2966.049561
	Iteration 28Q: 3 clusters Score -855102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -855101.687500 Penalty: 2966.049561
	Iteration 29Q: 3 clusters Score -855101.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -855101.687500 Penalty: 2966.049561
	Iteration 30F: 3 clusters Score -855101.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (199593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199593 members 
Entering Unmasked Estep 
Score: -18275738.000000 Penalty: 1983.155762
	Iteration 0F: 2 clusters Score -1.827574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99793 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -18142962.000000 Penalty: 3966.311523
	Iteration 0F: 3 clusters Score -1.814296e+07 nChanged 96898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 102106 members 
Entering Unmasked Estep 
Score: -18200354.000000 Penalty: 3966.311523
	Iteration 1F: 3 clusters Score -1.820035e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -18201410.000000 Penalty: 3966.311523
	Iteration 2Q: 3 clusters Score -1.820141e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93473 members 
Mstep: Class 2 contains 106120 members 
Entering Unmasked Estep 
Score: -18202906.000000 Penalty: 3966.311523
	Iteration 3Q: 3 clusters Score -1.820291e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 109794 members 
Entering Unmasked Estep 
Score: -18205064.000000 Penalty: 3966.311523
	Iteration 4Q: 3 clusters Score -1.820506e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84339 members 
Mstep: Class 2 contains 115254 members 
Entering Unmasked Estep 
Score: -18208092.000000 Penalty: 3966.311523
	Iteration 5Q: 3 clusters Score -1.820809e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 122909 members 
Entering Unmasked Estep 
Score: -18212746.000000 Penalty: 3966.311523
	Iteration 6F: 3 clusters Score -1.821275e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 133005 members 
Entering Unmasked Estep 
Score: -18219814.000000 Penalty: 3966.311523
	Iteration 7F: 3 clusters Score -1.821981e+07 nChanged 13294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 145071 members 
Entering Unmasked Estep 
Score: -18229104.000000 Penalty: 3966.311523
	Iteration 8F: 3 clusters Score -1.82291e+07 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 157996 members 
Entering Unmasked Estep 
Score: -18239758.000000 Penalty: 3966.311523
	Iteration 9F: 3 clusters Score -1.823976e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 170510 members 
Entering Unmasked Estep 
Score: -18250148.000000 Penalty: 3966.311523
	Iteration 10F: 3 clusters Score -1.825015e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 181228 members 
Entering Unmasked Estep 
Score: -18259260.000000 Penalty: 3966.311523
	Iteration 11F: 3 clusters Score -1.825926e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 189117 members 
Entering Unmasked Estep 
Score: -18265918.000000 Penalty: 3966.311523
	Iteration 12Q: 3 clusters Score -1.826592e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 194202 members 
Entering Unmasked Estep 
Score: -18270098.000000 Penalty: 3966.311523
	Iteration 13Q: 3 clusters Score -1.82701e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 197010 members 
Entering Unmasked Estep 
Score: -18272294.000000 Penalty: 3966.311523
	Iteration 14Q: 3 clusters Score -1.827229e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 198356 members 
Entering Unmasked Estep 
Score: -18273186.000000 Penalty: 3966.311523
	Iteration 15Q: 3 clusters Score -1.827319e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 198925 members 
Entering Unmasked Estep 
Score: -18273636.000000 Penalty: 3966.311523
	Iteration 16Q: 3 clusters Score -1.827364e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 199153 members 
Entering Unmasked Estep 
Score: -18273778.000000 Penalty: 3966.311523
	Iteration 17Q: 3 clusters Score -1.827378e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 199238 members 
Entering Unmasked Estep 
Score: -18273854.000000 Penalty: 3966.311523
	Iteration 18Q: 3 clusters Score -1.827385e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 199289 members 
Entering Unmasked Estep 
Score: -18273904.000000 Penalty: 3966.311523
	Iteration 19Q: 3 clusters Score -1.82739e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 199327 members 
Entering Unmasked Estep 
Score: -18273956.000000 Penalty: 3966.311523
	Iteration 20F: 3 clusters Score -1.827396e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 199346 members 
Entering Unmasked Estep 
Score: -18273980.000000 Penalty: 3966.311523
	Iteration 21Q: 3 clusters Score -1.827398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 199365 members 
Entering Unmasked Estep 
Score: -18273990.000000 Penalty: 3966.311523
	Iteration 22Q: 3 clusters Score -1.827399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 199375 members 
Entering Unmasked Estep 
Score: -18274006.000000 Penalty: 3966.311523
	Iteration 23Q: 3 clusters Score -1.827401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 199384 members 
Entering Unmasked Estep 
Score: -18274012.000000 Penalty: 3966.311523
	Iteration 24Q: 3 clusters Score -1.827401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 199390 members 
Entering Unmasked Estep 
Score: -18274036.000000 Penalty: 3966.311523
	Iteration 25Q: 3 clusters Score -1.827404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199393 members 
Entering Unmasked Estep 
Score: -18274032.000000 Penalty: 3966.311523
	Iteration 26Q: 3 clusters Score -1.827403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199393 members 
Entering Unmasked Estep 
Score: -18274036.000000 Penalty: 3966.311523
	Iteration 27Q: 3 clusters Score -1.827404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199393 members 
Entering Unmasked Estep 
Score: -18274036.000000 Penalty: 3966.311523
	Iteration 28F: 3 clusters Score -1.827404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -199869.687500 Penalty: 1256.010498
	Iteration 0F: 2 clusters Score -199869.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -197613.500000 Penalty: 2512.020996
	Iteration 0F: 3 clusters Score -197613.5 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -198226.812500 Penalty: 2512.020996
	Iteration 1F: 3 clusters Score -198226.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -198376.515625 Penalty: 2512.020996
	Iteration 2F: 3 clusters Score -198376.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -198466.281250 Penalty: 2512.020996
	Iteration 3Q: 3 clusters Score -198466.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -198528.140625 Penalty: 2512.020996
	Iteration 4Q: 3 clusters Score -198528.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -198566.671875 Penalty: 2512.020996
	Iteration 5Q: 3 clusters Score -198566.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -198594.046875 Penalty: 2512.020996
	Iteration 6Q: 3 clusters Score -198594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -198610.015625 Penalty: 2512.020996
	Iteration 7Q: 3 clusters Score -198610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -198620.046875 Penalty: 2512.020996
	Iteration 8Q: 3 clusters Score -198620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -198633.046875 Penalty: 2512.020996
	Iteration 9Q: 3 clusters Score -198633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -198647.796875 Penalty: 2512.020996
	Iteration 10Q: 3 clusters Score -198647.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -198662.734375 Penalty: 2512.020996
	Iteration 11Q: 3 clusters Score -198662.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -198678.515625 Penalty: 2512.020996
	Iteration 12Q: 3 clusters Score -198678.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -198694.390625 Penalty: 2512.020996
	Iteration 13Q: 3 clusters Score -198694.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -198702.203125 Penalty: 2512.020996
	Iteration 14Q: 3 clusters Score -198702.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -198708.750000 Penalty: 2512.020996
	Iteration 15Q: 3 clusters Score -198708.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -198715.953125 Penalty: 2512.020996
	Iteration 16Q: 3 clusters Score -198716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -198735.906250 Penalty: 2512.020996
	Iteration 17Q: 3 clusters Score -198735.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -198749.953125 Penalty: 2512.020996
	Iteration 18Q: 3 clusters Score -198750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -198760.843750 Penalty: 2512.020996
	Iteration 19Q: 3 clusters Score -198760.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -198769.093750 Penalty: 2512.020996
	Iteration 20F: 3 clusters Score -198769.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -198773.515625 Penalty: 2512.020996
	Iteration 21Q: 3 clusters Score -198773.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -198775.953125 Penalty: 2512.020996
	Iteration 22Q: 3 clusters Score -198776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -198778.375000 Penalty: 2512.020996
	Iteration 23Q: 3 clusters Score -198778.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -198780.031250 Penalty: 2512.020996
	Iteration 24Q: 3 clusters Score -198780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -198780.031250 Penalty: 2512.020996
	Iteration 25F: 3 clusters Score -198780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Entering Unmasked Estep 
Score: -684023.000000 Penalty: 1466.343018
	Iteration 0F: 2 clusters Score -684023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -677963.562500 Penalty: 2932.686035
	Iteration 0F: 3 clusters Score -677963.6 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -679876.562500 Penalty: 2932.686035
	Iteration 1F: 3 clusters Score -679876.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -680170.000000 Penalty: 2932.686035
	Iteration 2F: 3 clusters Score -680170 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -680435.437500 Penalty: 2932.686035
	Iteration 3F: 3 clusters Score -680435.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -680744.562500 Penalty: 2932.686035
	Iteration 4F: 3 clusters Score -680744.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -681062.250000 Penalty: 2932.686035
	Iteration 5F: 3 clusters Score -681062.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -681336.937500 Penalty: 2932.686035
	Iteration 6F: 3 clusters Score -681336.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -681563.375000 Penalty: 2932.686035
	Iteration 7Q: 3 clusters Score -681563.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -681786.000000 Penalty: 2932.686035
	Iteration 8Q: 3 clusters Score -681786 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -681982.125000 Penalty: 2932.686035
	Iteration 9Q: 3 clusters Score -681982.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -682182.562500 Penalty: 2932.686035
	Iteration 10Q: 3 clusters Score -682182.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -682316.125000 Penalty: 2932.686035
	Iteration 11Q: 3 clusters Score -682316.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -682409.687500 Penalty: 2932.686035
	Iteration 12Q: 3 clusters Score -682409.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -682475.937500 Penalty: 2932.686035
	Iteration 13Q: 3 clusters Score -682475.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -682526.375000 Penalty: 2932.686035
	Iteration 14Q: 3 clusters Score -682526.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -682558.187500 Penalty: 2932.686035
	Iteration 15Q: 3 clusters Score -682558.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -682584.562500 Penalty: 2932.686035
	Iteration 16Q: 3 clusters Score -682584.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -682603.500000 Penalty: 2932.686035
	Iteration 17Q: 3 clusters Score -682603.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -682624.312500 Penalty: 2932.686035
	Iteration 18Q: 3 clusters Score -682624.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -682638.875000 Penalty: 2932.686035
	Iteration 19Q: 3 clusters Score -682638.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -682651.125000 Penalty: 2932.686035
	Iteration 20F: 3 clusters Score -682651.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -682662.687500 Penalty: 2932.686035
	Iteration 21Q: 3 clusters Score -682662.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -682672.937500 Penalty: 2932.686035
	Iteration 22Q: 3 clusters Score -682672.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -682682.187500 Penalty: 2932.686035
	Iteration 23Q: 3 clusters Score -682682.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -682694.000000 Penalty: 2932.686035
	Iteration 24Q: 3 clusters Score -682694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -682705.937500 Penalty: 2932.686035
	Iteration 25Q: 3 clusters Score -682705.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -682716.375000 Penalty: 2932.686035
	Iteration 26Q: 3 clusters Score -682716.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -682730.000000 Penalty: 2932.686035
	Iteration 27Q: 3 clusters Score -682730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -682745.500000 Penalty: 2932.686035
	Iteration 28Q: 3 clusters Score -682745.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -682758.687500 Penalty: 2932.686035
	Iteration 29Q: 3 clusters Score -682758.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -682771.750000 Penalty: 2932.686035
	Iteration 30Q: 3 clusters Score -682771.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -682785.750000 Penalty: 2932.686035
	Iteration 31Q: 3 clusters Score -682785.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -682799.000000 Penalty: 2932.686035
	Iteration 32Q: 3 clusters Score -682799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -682813.250000 Penalty: 2932.686035
	Iteration 33Q: 3 clusters Score -682813.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -682823.562500 Penalty: 2932.686035
	Iteration 34Q: 3 clusters Score -682823.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -682837.062500 Penalty: 2932.686035
	Iteration 35Q: 3 clusters Score -682837.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -682847.062500 Penalty: 2932.686035
	Iteration 36Q: 3 clusters Score -682847.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -682858.937500 Penalty: 2932.686035
	Iteration 37Q: 3 clusters Score -682858.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -682871.750000 Penalty: 2932.686035
	Iteration 38Q: 3 clusters Score -682871.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -682880.687500 Penalty: 2932.686035
	Iteration 39Q: 3 clusters Score -682880.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -682890.000000 Penalty: 2932.686035
	Iteration 40F: 3 clusters Score -682890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -682900.375000 Penalty: 2932.686035
	Iteration 41Q: 3 clusters Score -682900.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -682909.687500 Penalty: 2932.686035
	Iteration 42Q: 3 clusters Score -682909.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -682917.500000 Penalty: 2932.686035
	Iteration 43Q: 3 clusters Score -682917.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -682925.937500 Penalty: 2932.686035
	Iteration 44Q: 3 clusters Score -682925.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -682937.062500 Penalty: 2932.686035
	Iteration 45Q: 3 clusters Score -682937.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -682944.187500 Penalty: 2932.686035
	Iteration 46Q: 3 clusters Score -682944.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -682952.000000 Penalty: 2932.686035
	Iteration 47Q: 3 clusters Score -682952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -682957.937500 Penalty: 2932.686035
	Iteration 48Q: 3 clusters Score -682957.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -682965.187500 Penalty: 2932.686035
	Iteration 49Q: 3 clusters Score -682965.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -682972.125000 Penalty: 2932.686035
	Iteration 50Q: 3 clusters Score -682972.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -682977.875000 Penalty: 2932.686035
	Iteration 51Q: 3 clusters Score -682977.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -682982.562500 Penalty: 2932.686035
	Iteration 52Q: 3 clusters Score -682982.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -682986.562500 Penalty: 2932.686035
	Iteration 53Q: 3 clusters Score -682986.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -682991.062500 Penalty: 2932.686035
	Iteration 54Q: 3 clusters Score -682991.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -682992.437500 Penalty: 2932.686035
	Iteration 55Q: 3 clusters Score -682992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -682995.375000 Penalty: 2932.686035
	Iteration 56Q: 3 clusters Score -682995.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -682995.812500 Penalty: 2932.686035
	Iteration 57Q: 3 clusters Score -682995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -682999.937500 Penalty: 2932.686035
	Iteration 58Q: 3 clusters Score -682999.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -683003.062500 Penalty: 2932.686035
	Iteration 59Q: 3 clusters Score -683003.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -683006.562500 Penalty: 2932.686035
	Iteration 60F: 3 clusters Score -683006.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -683007.500000 Penalty: 2932.686035
	Iteration 61Q: 3 clusters Score -683007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -683007.062500 Penalty: 2932.686035
	Iteration 62Q: 3 clusters Score -683007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -683007.687500 Penalty: 2932.686035
	Iteration 63Q: 3 clusters Score -683007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -683009.062500 Penalty: 2932.686035
	Iteration 64Q: 3 clusters Score -683009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -683008.062500 Penalty: 2932.686035
	Iteration 65Q: 3 clusters Score -683008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -683008.500000 Penalty: 2932.686035
	Iteration 66Q: 3 clusters Score -683008.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -683010.500000 Penalty: 2932.686035
	Iteration 67Q: 3 clusters Score -683010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -683012.125000 Penalty: 2932.686035
	Iteration 68Q: 3 clusters Score -683012.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -683014.312500 Penalty: 2932.686035
	Iteration 69Q: 3 clusters Score -683014.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -683017.312500 Penalty: 2932.686035
	Iteration 70Q: 3 clusters Score -683017.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -683019.125000 Penalty: 2932.686035
	Iteration 71Q: 3 clusters Score -683019.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -683022.125000 Penalty: 2932.686035
	Iteration 72Q: 3 clusters Score -683022.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -683024.125000 Penalty: 2932.686035
	Iteration 73Q: 3 clusters Score -683024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -683023.687500 Penalty: 2932.686035
	Iteration 74Q: 3 clusters Score -683023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -683024.000000 Penalty: 2932.686035
	Iteration 75Q: 3 clusters Score -683024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -683024.500000 Penalty: 2932.686035
	Iteration 76Q: 3 clusters Score -683024.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -683025.750000 Penalty: 2932.686035
	Iteration 77Q: 3 clusters Score -683025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -683026.625000 Penalty: 2932.686035
	Iteration 78Q: 3 clusters Score -683026.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -683026.687500 Penalty: 2932.686035
	Iteration 79Q: 3 clusters Score -683026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -683028.937500 Penalty: 2932.686035
	Iteration 80F: 3 clusters Score -683028.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -683029.125000 Penalty: 2932.686035
	Iteration 81Q: 3 clusters Score -683029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -683030.062500 Penalty: 2932.686035
	Iteration 82Q: 3 clusters Score -683030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -683030.687500 Penalty: 2932.686035
	Iteration 83Q: 3 clusters Score -683030.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -683031.187500 Penalty: 2932.686035
	Iteration 84Q: 3 clusters Score -683031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -683031.250000 Penalty: 2932.686035
	Iteration 85Q: 3 clusters Score -683031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -683031.062500 Penalty: 2932.686035
	Iteration 86Q: 3 clusters Score -683031.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -683031.062500 Penalty: 2932.686035
	Iteration 87F: 3 clusters Score -683031.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Entering Unmasked Estep 
Score: -1475502.125000 Penalty: 1570.052490
	Iteration 0F: 2 clusters Score -1475502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1464676.375000 Penalty: 3140.104980
	Iteration 0F: 3 clusters Score -1464676 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1468383.000000 Penalty: 3140.104980
	Iteration 1F: 3 clusters Score -1468383 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1468671.250000 Penalty: 3140.104980
	Iteration 2F: 3 clusters Score -1468671 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1468934.750000 Penalty: 3140.104980
	Iteration 3Q: 3 clusters Score -1468935 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1469202.000000 Penalty: 3140.104980
	Iteration 4Q: 3 clusters Score -1469202 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1469497.125000 Penalty: 3140.104980
	Iteration 5Q: 3 clusters Score -1469497 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1469848.875000 Penalty: 3140.104980
	Iteration 6Q: 3 clusters Score -1469849 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1470302.750000 Penalty: 3140.104980
	Iteration 7Q: 3 clusters Score -1470303 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1470896.250000 Penalty: 3140.104980
	Iteration 8F: 3 clusters Score -1470896 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1471657.375000 Penalty: 3140.104980
	Iteration 9F: 3 clusters Score -1471657 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1472400.500000 Penalty: 3140.104980
	Iteration 10F: 3 clusters Score -1472400 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1473026.875000 Penalty: 3140.104980
	Iteration 11Q: 3 clusters Score -1473027 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1473424.625000 Penalty: 3140.104980
	Iteration 12Q: 3 clusters Score -1473425 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1473712.625000 Penalty: 3140.104980
	Iteration 13Q: 3 clusters Score -1473713 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1473901.375000 Penalty: 3140.104980
	Iteration 14Q: 3 clusters Score -1473901 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1473989.250000 Penalty: 3140.104980
	Iteration 15Q: 3 clusters Score -1473989 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1474048.000000 Penalty: 3140.104980
	Iteration 16Q: 3 clusters Score -1474048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1474077.750000 Penalty: 3140.104980
	Iteration 17Q: 3 clusters Score -1474078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1474103.750000 Penalty: 3140.104980
	Iteration 18Q: 3 clusters Score -1474104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1474122.500000 Penalty: 3140.104980
	Iteration 19Q: 3 clusters Score -1474122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1474135.875000 Penalty: 3140.104980
	Iteration 20F: 3 clusters Score -1474136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1474146.750000 Penalty: 3140.104980
	Iteration 21Q: 3 clusters Score -1474147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1474152.000000 Penalty: 3140.104980
	Iteration 22Q: 3 clusters Score -1474152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1474153.875000 Penalty: 3140.104980
	Iteration 23Q: 3 clusters Score -1474154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1474159.375000 Penalty: 3140.104980
	Iteration 24Q: 3 clusters Score -1474159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1474160.875000 Penalty: 3140.104980
	Iteration 25Q: 3 clusters Score -1474161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1474160.625000 Penalty: 3140.104980
	Iteration 26Q: 3 clusters Score -1474161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1474160.625000 Penalty: 3140.104980
	Iteration 27F: 3 clusters Score -1474161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -405389.156250 Penalty: 1362.604858
	Iteration 0F: 2 clusters Score -405389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -401792.000000 Penalty: 2725.209717
	Iteration 0F: 3 clusters Score -401792 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -402831.500000 Penalty: 2725.209717
	Iteration 1F: 3 clusters Score -402831.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -403121.062500 Penalty: 2725.209717
	Iteration 2F: 3 clusters Score -403121.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -403442.093750 Penalty: 2725.209717
	Iteration 3F: 3 clusters Score -403442.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -403819.968750 Penalty: 2725.209717
	Iteration 4F: 3 clusters Score -403820 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -404185.375000 Penalty: 2725.209717
	Iteration 5F: 3 clusters Score -404185.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -404430.281250 Penalty: 2725.209717
	Iteration 6F: 3 clusters Score -404430.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -404581.468750 Penalty: 2725.209717
	Iteration 7Q: 3 clusters Score -404581.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -404690.156250 Penalty: 2725.209717
	Iteration 8Q: 3 clusters Score -404690.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -404772.687500 Penalty: 2725.209717
	Iteration 9Q: 3 clusters Score -404772.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -404833.656250 Penalty: 2725.209717
	Iteration 10Q: 3 clusters Score -404833.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -404912.468750 Penalty: 2725.209717
	Iteration 11Q: 3 clusters Score -404912.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -405000.625000 Penalty: 2725.209717
	Iteration 12Q: 3 clusters Score -405000.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -405060.781250 Penalty: 2725.209717
	Iteration 13Q: 3 clusters Score -405060.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -405111.593750 Penalty: 2725.209717
	Iteration 14Q: 3 clusters Score -405111.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -405147.750000 Penalty: 2725.209717
	Iteration 15Q: 3 clusters Score -405147.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -405167.625000 Penalty: 2725.209717
	Iteration 16Q: 3 clusters Score -405167.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -405181.187500 Penalty: 2725.209717
	Iteration 17Q: 3 clusters Score -405181.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -405187.093750 Penalty: 2725.209717
	Iteration 18Q: 3 clusters Score -405187.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -405191.875000 Penalty: 2725.209717
	Iteration 19Q: 3 clusters Score -405191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -405194.250000 Penalty: 2725.209717
	Iteration 20F: 3 clusters Score -405194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -405197.906250 Penalty: 2725.209717
	Iteration 21Q: 3 clusters Score -405197.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -405199.687500 Penalty: 2725.209717
	Iteration 22Q: 3 clusters Score -405199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -405202.843750 Penalty: 2725.209717
	Iteration 23Q: 3 clusters Score -405202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -405206.500000 Penalty: 2725.209717
	Iteration 24Q: 3 clusters Score -405206.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -405207.437500 Penalty: 2725.209717
	Iteration 25Q: 3 clusters Score -405207.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -405208.843750 Penalty: 2725.209717
	Iteration 26Q: 3 clusters Score -405208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -405209.062500 Penalty: 2725.209717
	Iteration 27Q: 3 clusters Score -405209.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -405209.062500 Penalty: 2725.209717
	Iteration 28F: 3 clusters Score -405209.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -484724.093750 Penalty: 1395.068848
	Iteration 0F: 2 clusters Score -484724.1 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 2612 members 
Entering Unmasked Estep 
Score: -480545.125000 Penalty: 2790.137695
	Iteration 0F: 3 clusters Score -480545.1 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -481775.000000 Penalty: 2790.137695
	Iteration 1F: 3 clusters Score -481775 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -481978.781250 Penalty: 2790.137695
	Iteration 2F: 3 clusters Score -481978.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -482143.468750 Penalty: 2790.137695
	Iteration 3F: 3 clusters Score -482143.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -482289.250000 Penalty: 2790.137695
	Iteration 4Q: 3 clusters Score -482289.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -482434.281250 Penalty: 2790.137695
	Iteration 5Q: 3 clusters Score -482434.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -482596.812500 Penalty: 2790.137695
	Iteration 6Q: 3 clusters Score -482596.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -482757.781250 Penalty: 2790.137695
	Iteration 7Q: 3 clusters Score -482757.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -482911.250000 Penalty: 2790.137695
	Iteration 8Q: 3 clusters Score -482911.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -483038.312500 Penalty: 2790.137695
	Iteration 9Q: 3 clusters Score -483038.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -483150.656250 Penalty: 2790.137695
	Iteration 10Q: 3 clusters Score -483150.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -483237.031250 Penalty: 2790.137695
	Iteration 11Q: 3 clusters Score -483237 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -483328.937500 Penalty: 2790.137695
	Iteration 12Q: 3 clusters Score -483328.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -483407.718750 Penalty: 2790.137695
	Iteration 13Q: 3 clusters Score -483407.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -483479.500000 Penalty: 2790.137695
	Iteration 14Q: 3 clusters Score -483479.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -483518.218750 Penalty: 2790.137695
	Iteration 15Q: 3 clusters Score -483518.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -483542.531250 Penalty: 2790.137695
	Iteration 16Q: 3 clusters Score -483542.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -483559.906250 Penalty: 2790.137695
	Iteration 17Q: 3 clusters Score -483559.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -483571.312500 Penalty: 2790.137695
	Iteration 18Q: 3 clusters Score -483571.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -483579.656250 Penalty: 2790.137695
	Iteration 19Q: 3 clusters Score -483579.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -483589.281250 Penalty: 2790.137695
	Iteration 20F: 3 clusters Score -483589.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -483598.812500 Penalty: 2790.137695
	Iteration 21Q: 3 clusters Score -483598.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -483603.531250 Penalty: 2790.137695
	Iteration 22Q: 3 clusters Score -483603.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -483609.875000 Penalty: 2790.137695
	Iteration 23Q: 3 clusters Score -483609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -483611.375000 Penalty: 2790.137695
	Iteration 24Q: 3 clusters Score -483611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -483611.968750 Penalty: 2790.137695
	Iteration 25Q: 3 clusters Score -483612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -483611.968750 Penalty: 2790.137695
	Iteration 26F: 3 clusters Score -483612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -47432.476562 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -47432.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46321.417969 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -46321.42 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46518.292969 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -46518.29 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46690.972656 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -46690.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46883.359375 Penalty: 2057.159424
	Iteration 3F: 3 clusters Score -46883.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47081.320312 Penalty: 2057.159424
	Iteration 4F: 3 clusters Score -47081.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47253.843750 Penalty: 2057.159424
	Iteration 5F: 3 clusters Score -47253.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47357.253906 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -47357.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47406.746094 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -47406.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47479.589844 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -47479.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47486.070312 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -47486.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47491.398438 Penalty: 2057.159424
	Iteration 10Q: 3 clusters Score -47491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47513.414062 Penalty: 2057.159424
	Iteration 11Q: 3 clusters Score -47513.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47521.917969 Penalty: 2057.159424
	Iteration 12Q: 3 clusters Score -47521.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47521.917969 Penalty: 2057.159424
	Iteration 13F: 3 clusters Score -47521.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66527 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199593 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15707 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Mstep: Class 24 contains 231 members 
Entering Unmasked Estep 
Score: -53854232.000000 Penalty: 51850.226562
Splitting cluster 17 changes total score from -53855240.000000 to -53854232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (13304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Entering Unmasked Estep 
Score: -1247569.375000 Penalty: 1543.070801
	Iteration 0F: 2 clusters Score -1247569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1238379.125000 Penalty: 3086.141602
	Iteration 0F: 3 clusters Score -1238379 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1241782.875000 Penalty: 3086.141602
	Iteration 1F: 3 clusters Score -1241783 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1242495.250000 Penalty: 3086.141602
	Iteration 2F: 3 clusters Score -1242495 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1243329.125000 Penalty: 3086.141602
	Iteration 3F: 3 clusters Score -1243329 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1244317.000000 Penalty: 3086.141602
	Iteration 4F: 3 clusters Score -1244317 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1245106.250000 Penalty: 3086.141602
	Iteration 5F: 3 clusters Score -1245106 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1245681.000000 Penalty: 3086.141602
	Iteration 6F: 3 clusters Score -1245681 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1246031.125000 Penalty: 3086.141602
	Iteration 7Q: 3 clusters Score -1246031 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1246208.875000 Penalty: 3086.141602
	Iteration 8Q: 3 clusters Score -1246209 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1246284.625000 Penalty: 3086.141602
	Iteration 9Q: 3 clusters Score -1246285 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1246317.500000 Penalty: 3086.141602
	Iteration 10Q: 3 clusters Score -1246318 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1246341.250000 Penalty: 3086.141602
	Iteration 11Q: 3 clusters Score -1246341 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1246364.375000 Penalty: 3086.141602
	Iteration 12Q: 3 clusters Score -1246364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1246386.625000 Penalty: 3086.141602
	Iteration 13Q: 3 clusters Score -1246387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1246407.750000 Penalty: 3086.141602
	Iteration 14Q: 3 clusters Score -1246408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1246432.000000 Penalty: 3086.141602
	Iteration 15Q: 3 clusters Score -1246432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1246445.375000 Penalty: 3086.141602
	Iteration 16Q: 3 clusters Score -1246445 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1246460.750000 Penalty: 3086.141602
	Iteration 17Q: 3 clusters Score -1246461 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1246467.750000 Penalty: 3086.141602
	Iteration 18Q: 3 clusters Score -1246468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1246483.750000 Penalty: 3086.141602
	Iteration 19Q: 3 clusters Score -1246484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1246491.125000 Penalty: 3086.141602
	Iteration 20F: 3 clusters Score -1246491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1246502.000000 Penalty: 3086.141602
	Iteration 21Q: 3 clusters Score -1246502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1246508.625000 Penalty: 3086.141602
	Iteration 22Q: 3 clusters Score -1246509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1246514.250000 Penalty: 3086.141602
	Iteration 23Q: 3 clusters Score -1246514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1246518.500000 Penalty: 3086.141602
	Iteration 24Q: 3 clusters Score -1246518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1246524.750000 Penalty: 3086.141602
	Iteration 25Q: 3 clusters Score -1246525 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1246533.250000 Penalty: 3086.141602
	Iteration 26Q: 3 clusters Score -1246533 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1246541.875000 Penalty: 3086.141602
	Iteration 27Q: 3 clusters Score -1246542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1246549.875000 Penalty: 3086.141602
	Iteration 28Q: 3 clusters Score -1246550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1246558.375000 Penalty: 3086.141602
	Iteration 29Q: 3 clusters Score -1246558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1246560.625000 Penalty: 3086.141602
	Iteration 30Q: 3 clusters Score -1246561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1246565.250000 Penalty: 3086.141602
	Iteration 31Q: 3 clusters Score -1246565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1246571.625000 Penalty: 3086.141602
	Iteration 32Q: 3 clusters Score -1246572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1246572.375000 Penalty: 3086.141602
	Iteration 33Q: 3 clusters Score -1246572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1246579.000000 Penalty: 3086.141602
	Iteration 34Q: 3 clusters Score -1246579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1246582.125000 Penalty: 3086.141602
	Iteration 35Q: 3 clusters Score -1246582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1246587.875000 Penalty: 3086.141602
	Iteration 36Q: 3 clusters Score -1246588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1246589.500000 Penalty: 3086.141602
	Iteration 37Q: 3 clusters Score -1246590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1246592.750000 Penalty: 3086.141602
	Iteration 38Q: 3 clusters Score -1246593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1246596.625000 Penalty: 3086.141602
	Iteration 39Q: 3 clusters Score -1246597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1246596.375000 Penalty: 3086.141602
	Iteration 40F: 3 clusters Score -1246596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1246599.000000 Penalty: 3086.141602
	Iteration 41Q: 3 clusters Score -1246599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1246600.500000 Penalty: 3086.141602
	Iteration 42Q: 3 clusters Score -1246600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1246603.375000 Penalty: 3086.141602
	Iteration 43Q: 3 clusters Score -1246603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1246604.250000 Penalty: 3086.141602
	Iteration 44Q: 3 clusters Score -1246604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1246602.250000 Penalty: 3086.141602
	Iteration 45Q: 3 clusters Score -1246602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1246605.500000 Penalty: 3086.141602
	Iteration 46Q: 3 clusters Score -1246606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1246605.875000 Penalty: 3086.141602
	Iteration 47Q: 3 clusters Score -1246606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1246609.625000 Penalty: 3086.141602
	Iteration 48Q: 3 clusters Score -1246610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1246607.000000 Penalty: 3086.141602
	Iteration 49Q: 3 clusters Score -1246607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1246608.000000 Penalty: 3086.141602
	Iteration 50Q: 3 clusters Score -1246608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1246611.750000 Penalty: 3086.141602
	Iteration 51Q: 3 clusters Score -1246612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1246615.375000 Penalty: 3086.141602
	Iteration 52Q: 3 clusters Score -1246615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1246616.500000 Penalty: 3086.141602
	Iteration 53Q: 3 clusters Score -1246616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1246626.375000 Penalty: 3086.141602
	Iteration 54Q: 3 clusters Score -1246626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1246629.625000 Penalty: 3086.141602
	Iteration 55Q: 3 clusters Score -1246630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1246631.125000 Penalty: 3086.141602
	Iteration 56Q: 3 clusters Score -1246631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1246630.250000 Penalty: 3086.141602
	Iteration 57Q: 3 clusters Score -1246630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1246630.750000 Penalty: 3086.141602
	Iteration 58Q: 3 clusters Score -1246631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1246636.000000 Penalty: 3086.141602
	Iteration 59Q: 3 clusters Score -1246636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1246635.000000 Penalty: 3086.141602
	Iteration 60F: 3 clusters Score -1246635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1246635.000000 Penalty: 3086.141602
	Iteration 61Q: 3 clusters Score -1246635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1246634.750000 Penalty: 3086.141602
	Iteration 62Q: 3 clusters Score -1246635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1246634.250000 Penalty: 3086.141602
	Iteration 63Q: 3 clusters Score -1246634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1246636.625000 Penalty: 3086.141602
	Iteration 64Q: 3 clusters Score -1246637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1246640.625000 Penalty: 3086.141602
	Iteration 65Q: 3 clusters Score -1246641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1246641.500000 Penalty: 3086.141602
	Iteration 66Q: 3 clusters Score -1246642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1246640.250000 Penalty: 3086.141602
	Iteration 67Q: 3 clusters Score -1246640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1246640.000000 Penalty: 3086.141602
	Iteration 68Q: 3 clusters Score -1246640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1246637.000000 Penalty: 3086.141602
	Iteration 69Q: 3 clusters Score -1246637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1246639.875000 Penalty: 3086.141602
	Iteration 70Q: 3 clusters Score -1246640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1246645.250000 Penalty: 3086.141602
	Iteration 71Q: 3 clusters Score -1246645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1246644.750000 Penalty: 3086.141602
	Iteration 72Q: 3 clusters Score -1246645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1246642.875000 Penalty: 3086.141602
	Iteration 73Q: 3 clusters Score -1246643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1246642.875000 Penalty: 3086.141602
	Iteration 74F: 3 clusters Score -1246643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Entering Unmasked Estep 
Score: -1152495.375000 Penalty: 1534.184326
	Iteration 0F: 2 clusters Score -1152495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1143586.875000 Penalty: 3068.368652
	Iteration 0F: 3 clusters Score -1143587 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1146660.375000 Penalty: 3068.368652
	Iteration 1F: 3 clusters Score -1146660 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1147017.375000 Penalty: 3068.368652
	Iteration 2F: 3 clusters Score -1147017 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1147375.500000 Penalty: 3068.368652
	Iteration 3F: 3 clusters Score -1147376 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1147742.625000 Penalty: 3068.368652
	Iteration 4F: 3 clusters Score -1147743 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1148155.875000 Penalty: 3068.368652
	Iteration 5F: 3 clusters Score -1148156 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1148612.625000 Penalty: 3068.368652
	Iteration 6F: 3 clusters Score -1148613 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1149069.625000 Penalty: 3068.368652
	Iteration 7F: 3 clusters Score -1149070 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1149551.250000 Penalty: 3068.368652
	Iteration 8Q: 3 clusters Score -1149551 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1150009.000000 Penalty: 3068.368652
	Iteration 9Q: 3 clusters Score -1150009 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1150348.375000 Penalty: 3068.368652
	Iteration 10Q: 3 clusters Score -1150348 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1150586.000000 Penalty: 3068.368652
	Iteration 11Q: 3 clusters Score -1150586 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1150736.625000 Penalty: 3068.368652
	Iteration 12Q: 3 clusters Score -1150737 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1150829.750000 Penalty: 3068.368652
	Iteration 13Q: 3 clusters Score -1150830 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1150906.000000 Penalty: 3068.368652
	Iteration 14Q: 3 clusters Score -1150906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1150959.375000 Penalty: 3068.368652
	Iteration 15Q: 3 clusters Score -1150959 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1150997.500000 Penalty: 3068.368652
	Iteration 16Q: 3 clusters Score -1150998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1151035.375000 Penalty: 3068.368652
	Iteration 17Q: 3 clusters Score -1151035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1151065.750000 Penalty: 3068.368652
	Iteration 18Q: 3 clusters Score -1151066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1151095.875000 Penalty: 3068.368652
	Iteration 19Q: 3 clusters Score -1151096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1151123.500000 Penalty: 3068.368652
	Iteration 20F: 3 clusters Score -1151124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1151141.875000 Penalty: 3068.368652
	Iteration 21Q: 3 clusters Score -1151142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1151160.250000 Penalty: 3068.368652
	Iteration 22Q: 3 clusters Score -1151160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1151169.250000 Penalty: 3068.368652
	Iteration 23Q: 3 clusters Score -1151169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1151180.750000 Penalty: 3068.368652
	Iteration 24Q: 3 clusters Score -1151181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1151192.500000 Penalty: 3068.368652
	Iteration 25Q: 3 clusters Score -1151192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1151205.375000 Penalty: 3068.368652
	Iteration 26Q: 3 clusters Score -1151205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1151209.125000 Penalty: 3068.368652
	Iteration 27Q: 3 clusters Score -1151209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1151213.500000 Penalty: 3068.368652
	Iteration 28Q: 3 clusters Score -1151214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1151216.625000 Penalty: 3068.368652
	Iteration 29Q: 3 clusters Score -1151217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1151216.500000 Penalty: 3068.368652
	Iteration 30Q: 3 clusters Score -1151216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1151220.125000 Penalty: 3068.368652
	Iteration 31Q: 3 clusters Score -1151220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1151223.375000 Penalty: 3068.368652
	Iteration 32Q: 3 clusters Score -1151223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1151226.500000 Penalty: 3068.368652
	Iteration 33Q: 3 clusters Score -1151226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1151227.500000 Penalty: 3068.368652
	Iteration 34Q: 3 clusters Score -1151228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1151228.625000 Penalty: 3068.368652
	Iteration 35Q: 3 clusters Score -1151229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1151229.000000 Penalty: 3068.368652
	Iteration 36Q: 3 clusters Score -1151229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1151230.500000 Penalty: 3068.368652
	Iteration 37Q: 3 clusters Score -1151230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1151238.750000 Penalty: 3068.368652
	Iteration 38Q: 3 clusters Score -1151239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1151243.750000 Penalty: 3068.368652
	Iteration 39Q: 3 clusters Score -1151244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1151247.625000 Penalty: 3068.368652
	Iteration 40F: 3 clusters Score -1151248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1151251.750000 Penalty: 3068.368652
	Iteration 41Q: 3 clusters Score -1151252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1151251.750000 Penalty: 3068.368652
	Iteration 42Q: 3 clusters Score -1151252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1151253.500000 Penalty: 3068.368652
	Iteration 43Q: 3 clusters Score -1151254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1151254.875000 Penalty: 3068.368652
	Iteration 44Q: 3 clusters Score -1151255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1151257.375000 Penalty: 3068.368652
	Iteration 45Q: 3 clusters Score -1151257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1151257.375000 Penalty: 3068.368652
	Iteration 46F: 3 clusters Score -1151257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Entering Unmasked Estep 
Score: -1313960.875000 Penalty: 1559.219116
	Iteration 0F: 2 clusters Score -1313961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1303816.875000 Penalty: 3118.438232
	Iteration 0F: 3 clusters Score -1303817 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1307494.875000 Penalty: 3118.438232
	Iteration 1F: 3 clusters Score -1307495 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1307931.875000 Penalty: 3118.438232
	Iteration 2F: 3 clusters Score -1307932 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1308316.750000 Penalty: 3118.438232
	Iteration 3F: 3 clusters Score -1308317 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1308636.750000 Penalty: 3118.438232
	Iteration 4Q: 3 clusters Score -1308637 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1308916.125000 Penalty: 3118.438232
	Iteration 5Q: 3 clusters Score -1308916 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1309139.125000 Penalty: 3118.438232
	Iteration 6Q: 3 clusters Score -1309139 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1309341.250000 Penalty: 3118.438232
	Iteration 7Q: 3 clusters Score -1309341 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1309528.875000 Penalty: 3118.438232
	Iteration 8Q: 3 clusters Score -1309529 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1309730.500000 Penalty: 3118.438232
	Iteration 9Q: 3 clusters Score -1309730 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1309975.125000 Penalty: 3118.438232
	Iteration 10Q: 3 clusters Score -1309975 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1310252.000000 Penalty: 3118.438232
	Iteration 11Q: 3 clusters Score -1310252 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1310525.875000 Penalty: 3118.438232
	Iteration 12Q: 3 clusters Score -1310526 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1310839.000000 Penalty: 3118.438232
	Iteration 13Q: 3 clusters Score -1310839 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1311104.750000 Penalty: 3118.438232
	Iteration 14Q: 3 clusters Score -1311105 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1311358.125000 Penalty: 3118.438232
	Iteration 15Q: 3 clusters Score -1311358 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1311608.000000 Penalty: 3118.438232
	Iteration 16Q: 3 clusters Score -1311608 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1311842.000000 Penalty: 3118.438232
	Iteration 17Q: 3 clusters Score -1311842 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1312028.375000 Penalty: 3118.438232
	Iteration 18Q: 3 clusters Score -1312028 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1312182.000000 Penalty: 3118.438232
	Iteration 19Q: 3 clusters Score -1312182 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1312308.750000 Penalty: 3118.438232
	Iteration 20F: 3 clusters Score -1312309 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1312400.875000 Penalty: 3118.438232
	Iteration 21Q: 3 clusters Score -1312401 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1312470.875000 Penalty: 3118.438232
	Iteration 22Q: 3 clusters Score -1312471 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1312520.625000 Penalty: 3118.438232
	Iteration 23Q: 3 clusters Score -1312521 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1312568.125000 Penalty: 3118.438232
	Iteration 24Q: 3 clusters Score -1312568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1312596.750000 Penalty: 3118.438232
	Iteration 25Q: 3 clusters Score -1312597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1312613.500000 Penalty: 3118.438232
	Iteration 26Q: 3 clusters Score -1312614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1312633.250000 Penalty: 3118.438232
	Iteration 27Q: 3 clusters Score -1312633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1312651.875000 Penalty: 3118.438232
	Iteration 28Q: 3 clusters Score -1312652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1312666.875000 Penalty: 3118.438232
	Iteration 29Q: 3 clusters Score -1312667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1312675.625000 Penalty: 3118.438232
	Iteration 30Q: 3 clusters Score -1312676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1312688.375000 Penalty: 3118.438232
	Iteration 31Q: 3 clusters Score -1312688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1312695.875000 Penalty: 3118.438232
	Iteration 32Q: 3 clusters Score -1312696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1312698.625000 Penalty: 3118.438232
	Iteration 33Q: 3 clusters Score -1312699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1312703.875000 Penalty: 3118.438232
	Iteration 34Q: 3 clusters Score -1312704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1312708.750000 Penalty: 3118.438232
	Iteration 35Q: 3 clusters Score -1312709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1312716.375000 Penalty: 3118.438232
	Iteration 36Q: 3 clusters Score -1312716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1312722.625000 Penalty: 3118.438232
	Iteration 37Q: 3 clusters Score -1312723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1312721.875000 Penalty: 3118.438232
	Iteration 38Q: 3 clusters Score -1312722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1312721.500000 Penalty: 3118.438232
	Iteration 39Q: 3 clusters Score -1312722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1312723.125000 Penalty: 3118.438232
	Iteration 40F: 3 clusters Score -1312723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1312728.000000 Penalty: 3118.438232
	Iteration 41Q: 3 clusters Score -1312728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1312730.750000 Penalty: 3118.438232
	Iteration 42Q: 3 clusters Score -1312731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1312734.250000 Penalty: 3118.438232
	Iteration 43Q: 3 clusters Score -1312734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1312737.500000 Penalty: 3118.438232
	Iteration 44Q: 3 clusters Score -1312738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1312737.875000 Penalty: 3118.438232
	Iteration 45Q: 3 clusters Score -1312738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1312738.875000 Penalty: 3118.438232
	Iteration 46Q: 3 clusters Score -1312739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1312738.875000 Penalty: 3118.438232
	Iteration 47Q: 3 clusters Score -1312739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1312738.875000 Penalty: 3118.438232
	Iteration 48F: 3 clusters Score -1312739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -104495.460938 Penalty: 1171.517822
	Iteration 0F: 2 clusters Score -104495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -102837.382812 Penalty: 2343.035645
	Iteration 0F: 3 clusters Score -102837.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -103377.226562 Penalty: 2343.035645
	Iteration 1F: 3 clusters Score -103377.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -103741.335938 Penalty: 2343.035645
	Iteration 2F: 3 clusters Score -103741.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -104136.734375 Penalty: 2343.035645
	Iteration 3F: 3 clusters Score -104136.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -104310.328125 Penalty: 2343.035645
	Iteration 4F: 3 clusters Score -104310.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -104375.820312 Penalty: 2343.035645
	Iteration 5Q: 3 clusters Score -104375.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -104428.039062 Penalty: 2343.035645
	Iteration 6Q: 3 clusters Score -104428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -104471.484375 Penalty: 2343.035645
	Iteration 7Q: 3 clusters Score -104471.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -104489.851562 Penalty: 2343.035645
	Iteration 8Q: 3 clusters Score -104489.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -104501.500000 Penalty: 2343.035645
	Iteration 9Q: 3 clusters Score -104501.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -104509.992188 Penalty: 2343.035645
	Iteration 10Q: 3 clusters Score -104510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -104517.148438 Penalty: 2343.035645
	Iteration 11Q: 3 clusters Score -104517.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -104523.570312 Penalty: 2343.035645
	Iteration 12Q: 3 clusters Score -104523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -104532.257812 Penalty: 2343.035645
	Iteration 13Q: 3 clusters Score -104532.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -104542.765625 Penalty: 2343.035645
	Iteration 14Q: 3 clusters Score -104542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -104546.875000 Penalty: 2343.035645
	Iteration 15Q: 3 clusters Score -104546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -104558.804688 Penalty: 2343.035645
	Iteration 16Q: 3 clusters Score -104558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -104566.226562 Penalty: 2343.035645
	Iteration 17Q: 3 clusters Score -104566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -104567.859375 Penalty: 2343.035645
	Iteration 18Q: 3 clusters Score -104567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -104568.367188 Penalty: 2343.035645
	Iteration 19Q: 3 clusters Score -104568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -104576.898438 Penalty: 2343.035645
	Iteration 20F: 3 clusters Score -104576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -104588.242188 Penalty: 2343.035645
	Iteration 21Q: 3 clusters Score -104588.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -104600.890625 Penalty: 2343.035645
	Iteration 22Q: 3 clusters Score -104600.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -104620.156250 Penalty: 2343.035645
	Iteration 23Q: 3 clusters Score -104620.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -104658.265625 Penalty: 2343.035645
	Iteration 24Q: 3 clusters Score -104658.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -104663.851562 Penalty: 2343.035645
	Iteration 25Q: 3 clusters Score -104663.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -104665.304688 Penalty: 2343.035645
	Iteration 26Q: 3 clusters Score -104665.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -104665.304688 Penalty: 2343.035645
	Iteration 27F: 3 clusters Score -104665.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66527 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199593 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15707 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Mstep: Class 24 contains 738 members 
Entering Unmasked Estep 
Score: -53854448.000000 Penalty: 51850.226562
Splitting cluster 21 changes total score from -53855240.000000 to -53854448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (76079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Entering Unmasked Estep 
Score: -7526338.000000 Penalty: 1826.423218
	Iteration 0F: 2 clusters Score -7526338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -7475691.000000 Penalty: 3652.846436
	Iteration 0F: 3 clusters Score -7475691 nChanged 36345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -7496331.500000 Penalty: 3652.846436
	Iteration 1F: 3 clusters Score -7496332 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -7496834.000000 Penalty: 3652.846436
	Iteration 2Q: 3 clusters Score -7496834 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -7497560.000000 Penalty: 3652.846436
	Iteration 3Q: 3 clusters Score -7497560 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -7498747.500000 Penalty: 3652.846436
	Iteration 4Q: 3 clusters Score -7498748 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -7500948.500000 Penalty: 3652.846436
	Iteration 5F: 3 clusters Score -7500948 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -7504939.500000 Penalty: 3652.846436
	Iteration 6F: 3 clusters Score -7504940 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -7510610.500000 Penalty: 3652.846436
	Iteration 7F: 3 clusters Score -7510610 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -7516803.000000 Penalty: 3652.846436
	Iteration 8F: 3 clusters Score -7516803 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
Score: -7521311.500000 Penalty: 3652.846436
	Iteration 9F: 3 clusters Score -7521312 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -7523534.500000 Penalty: 3652.846436
	Iteration 10Q: 3 clusters Score -7523534 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -7524263.000000 Penalty: 3652.846436
	Iteration 11Q: 3 clusters Score -7524263 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 75833 members 
Entering Unmasked Estep 
Score: -7524478.500000 Penalty: 3652.846436
	Iteration 12Q: 3 clusters Score -7524478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -7524596.500000 Penalty: 3652.846436
	Iteration 13Q: 3 clusters Score -7524596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -7524647.500000 Penalty: 3652.846436
	Iteration 14Q: 3 clusters Score -7524648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -7524684.000000 Penalty: 3652.846436
	Iteration 15Q: 3 clusters Score -7524684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 75951 members 
Entering Unmasked Estep 
Score: -7524695.000000 Penalty: 3652.846436
	Iteration 16Q: 3 clusters Score -7524695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 75951 members 
Entering Unmasked Estep 
Score: -7524704.500000 Penalty: 3652.846436
	Iteration 17Q: 3 clusters Score -7524704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -7524703.000000 Penalty: 3652.846436
	Iteration 18Q: 3 clusters Score -7524703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -7524704.000000 Penalty: 3652.846436
	Iteration 19Q: 3 clusters Score -7524704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -7524704.000000 Penalty: 3652.846436
	Iteration 20F: 3 clusters Score -7524704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Entering Unmasked Estep 
Score: -655155.312500 Penalty: 1451.527466
	Iteration 0F: 2 clusters Score -655155.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -649551.687500 Penalty: 2903.054932
	Iteration 0F: 3 clusters Score -649551.7 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -651259.875000 Penalty: 2903.054932
	Iteration 1F: 3 clusters Score -651259.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -651516.937500 Penalty: 2903.054932
	Iteration 2F: 3 clusters Score -651516.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -651760.687500 Penalty: 2903.054932
	Iteration 3F: 3 clusters Score -651760.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -651982.812500 Penalty: 2903.054932
	Iteration 4F: 3 clusters Score -651982.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -652184.750000 Penalty: 2903.054932
	Iteration 5Q: 3 clusters Score -652184.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -652372.750000 Penalty: 2903.054932
	Iteration 6Q: 3 clusters Score -652372.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -652562.812500 Penalty: 2903.054932
	Iteration 7Q: 3 clusters Score -652562.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -652764.937500 Penalty: 2903.054932
	Iteration 8Q: 3 clusters Score -652764.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -652950.312500 Penalty: 2903.054932
	Iteration 9Q: 3 clusters Score -652950.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -653096.000000 Penalty: 2903.054932
	Iteration 10Q: 3 clusters Score -653096 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -653206.437500 Penalty: 2903.054932
	Iteration 11Q: 3 clusters Score -653206.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -653300.000000 Penalty: 2903.054932
	Iteration 12Q: 3 clusters Score -653300 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -653388.062500 Penalty: 2903.054932
	Iteration 13Q: 3 clusters Score -653388.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -653511.937500 Penalty: 2903.054932
	Iteration 14Q: 3 clusters Score -653511.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -653648.500000 Penalty: 2903.054932
	Iteration 15Q: 3 clusters Score -653648.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -653750.312500 Penalty: 2903.054932
	Iteration 16Q: 3 clusters Score -653750.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -653844.625000 Penalty: 2903.054932
	Iteration 17Q: 3 clusters Score -653844.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -653901.437500 Penalty: 2903.054932
	Iteration 18Q: 3 clusters Score -653901.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -653934.875000 Penalty: 2903.054932
	Iteration 19Q: 3 clusters Score -653934.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -653960.687500 Penalty: 2903.054932
	Iteration 20F: 3 clusters Score -653960.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -653975.062500 Penalty: 2903.054932
	Iteration 21Q: 3 clusters Score -653975.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -653982.312500 Penalty: 2903.054932
	Iteration 22Q: 3 clusters Score -653982.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -653993.125000 Penalty: 2903.054932
	Iteration 23Q: 3 clusters Score -653993.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -654001.875000 Penalty: 2903.054932
	Iteration 24Q: 3 clusters Score -654001.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -654006.875000 Penalty: 2903.054932
	Iteration 25Q: 3 clusters Score -654006.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -654015.250000 Penalty: 2903.054932
	Iteration 26Q: 3 clusters Score -654015.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -654019.437500 Penalty: 2903.054932
	Iteration 27Q: 3 clusters Score -654019.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -654022.625000 Penalty: 2903.054932
	Iteration 28Q: 3 clusters Score -654022.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -654026.437500 Penalty: 2903.054932
	Iteration 29Q: 3 clusters Score -654026.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -654027.500000 Penalty: 2903.054932
	Iteration 30Q: 3 clusters Score -654027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -654029.375000 Penalty: 2903.054932
	Iteration 31Q: 3 clusters Score -654029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -654032.062500 Penalty: 2903.054932
	Iteration 32Q: 3 clusters Score -654032.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -654034.312500 Penalty: 2903.054932
	Iteration 33Q: 3 clusters Score -654034.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -654035.812500 Penalty: 2903.054932
	Iteration 34Q: 3 clusters Score -654035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -654036.812500 Penalty: 2903.054932
	Iteration 35Q: 3 clusters Score -654036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -654036.125000 Penalty: 2903.054932
	Iteration 36Q: 3 clusters Score -654036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -654036.312500 Penalty: 2903.054932
	Iteration 37Q: 3 clusters Score -654036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -654035.875000 Penalty: 2903.054932
	Iteration 38Q: 3 clusters Score -654035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -654036.000000 Penalty: 2903.054932
	Iteration 39Q: 3 clusters Score -654036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -654036.000000 Penalty: 2903.054932
	Iteration 40F: 3 clusters Score -654036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66527 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199593 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15707 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855244.000000 Penalty: 49689.800781
Iteration 279Q: 24 clusters Score -5.385524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66527 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199593 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15706 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13305 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855240.000000 Penalty: 49689.800781
Iteration 280F: 24 clusters Score -5.385524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66528 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199594 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15704 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13305 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855248.000000 Penalty: 49689.800781
Iteration 281Q: 24 clusters Score -5.385525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66529 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199594 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15703 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13305 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855256.000000 Penalty: 49689.800781
Iteration 282Q: 24 clusters Score -5.385526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66529 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199594 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15703 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 13305 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855256.000000 Penalty: 49689.800781
Iteration 283F: 24 clusters Score -5.385526e+07 nChanged 0
Entering ConstructFrom: 
Score: -53855256.000000 Penalty: 49689.800781
Entering ConstructFrom: 
Trying to split cluster 1 (6643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Entering Unmasked Estep 
Score: -657397.000000 Penalty: 1430.214355
	Iteration 0F: 2 clusters Score -657397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -652348.375000 Penalty: 2860.428711
	Iteration 0F: 3 clusters Score -652348.4 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -653819.500000 Penalty: 2860.428711
	Iteration 1F: 3 clusters Score -653819.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -654021.250000 Penalty: 2860.428711
	Iteration 2F: 3 clusters Score -654021.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -654153.750000 Penalty: 2860.428711
	Iteration 3Q: 3 clusters Score -654153.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -654264.937500 Penalty: 2860.428711
	Iteration 4Q: 3 clusters Score -654264.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -654360.687500 Penalty: 2860.428711
	Iteration 5Q: 3 clusters Score -654360.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -654441.125000 Penalty: 2860.428711
	Iteration 6Q: 3 clusters Score -654441.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -654512.062500 Penalty: 2860.428711
	Iteration 7Q: 3 clusters Score -654512.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -654584.375000 Penalty: 2860.428711
	Iteration 8Q: 3 clusters Score -654584.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -654655.312500 Penalty: 2860.428711
	Iteration 9Q: 3 clusters Score -654655.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -654742.437500 Penalty: 2860.428711
	Iteration 10Q: 3 clusters Score -654742.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -654875.750000 Penalty: 2860.428711
	Iteration 11Q: 3 clusters Score -654875.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -655018.937500 Penalty: 2860.428711
	Iteration 12Q: 3 clusters Score -655018.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -655157.250000 Penalty: 2860.428711
	Iteration 13Q: 3 clusters Score -655157.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -655318.062500 Penalty: 2860.428711
	Iteration 14Q: 3 clusters Score -655318.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -655463.437500 Penalty: 2860.428711
	Iteration 15Q: 3 clusters Score -655463.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -655609.250000 Penalty: 2860.428711
	Iteration 16Q: 3 clusters Score -655609.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -655758.875000 Penalty: 2860.428711
	Iteration 17Q: 3 clusters Score -655758.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -655891.562500 Penalty: 2860.428711
	Iteration 18Q: 3 clusters Score -655891.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -655976.375000 Penalty: 2860.428711
	Iteration 19Q: 3 clusters Score -655976.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -656041.250000 Penalty: 2860.428711
	Iteration 20F: 3 clusters Score -656041.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -656087.312500 Penalty: 2860.428711
	Iteration 21Q: 3 clusters Score -656087.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -656108.250000 Penalty: 2860.428711
	Iteration 22Q: 3 clusters Score -656108.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -656124.187500 Penalty: 2860.428711
	Iteration 23Q: 3 clusters Score -656124.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -656134.875000 Penalty: 2860.428711
	Iteration 24Q: 3 clusters Score -656134.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -656142.625000 Penalty: 2860.428711
	Iteration 25Q: 3 clusters Score -656142.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -656154.500000 Penalty: 2860.428711
	Iteration 26Q: 3 clusters Score -656154.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -656163.687500 Penalty: 2860.428711
	Iteration 27Q: 3 clusters Score -656163.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -656169.312500 Penalty: 2860.428711
	Iteration 28Q: 3 clusters Score -656169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -656175.125000 Penalty: 2860.428711
	Iteration 29Q: 3 clusters Score -656175.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -656184.750000 Penalty: 2860.428711
	Iteration 30Q: 3 clusters Score -656184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -656190.687500 Penalty: 2860.428711
	Iteration 31Q: 3 clusters Score -656190.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -656193.562500 Penalty: 2860.428711
	Iteration 32Q: 3 clusters Score -656193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -656194.937500 Penalty: 2860.428711
	Iteration 33Q: 3 clusters Score -656194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -656196.500000 Penalty: 2860.428711
	Iteration 34Q: 3 clusters Score -656196.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -656196.500000 Penalty: 2860.428711
	Iteration 35F: 3 clusters Score -656196.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Entering Unmasked Estep 
Score: -1089060.625000 Penalty: 1516.942749
	Iteration 0F: 2 clusters Score -1089061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1081062.750000 Penalty: 3033.885498
	Iteration 0F: 3 clusters Score -1081063 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1083817.125000 Penalty: 3033.885498
	Iteration 1F: 3 clusters Score -1083817 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1084127.625000 Penalty: 3033.885498
	Iteration 2F: 3 clusters Score -1084128 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1084452.750000 Penalty: 3033.885498
	Iteration 3F: 3 clusters Score -1084453 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1084814.250000 Penalty: 3033.885498
	Iteration 4F: 3 clusters Score -1084814 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1085159.000000 Penalty: 3033.885498
	Iteration 5F: 3 clusters Score -1085159 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1085518.875000 Penalty: 3033.885498
	Iteration 6F: 3 clusters Score -1085519 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1085909.500000 Penalty: 3033.885498
	Iteration 7F: 3 clusters Score -1085910 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1086315.875000 Penalty: 3033.885498
	Iteration 8F: 3 clusters Score -1086316 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1086733.250000 Penalty: 3033.885498
	Iteration 9F: 3 clusters Score -1086733 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1087138.500000 Penalty: 3033.885498
	Iteration 10Q: 3 clusters Score -1087138 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1087536.625000 Penalty: 3033.885498
	Iteration 11Q: 3 clusters Score -1087537 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1087849.375000 Penalty: 3033.885498
	Iteration 12Q: 3 clusters Score -1087849 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1088035.500000 Penalty: 3033.885498
	Iteration 13Q: 3 clusters Score -1088036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1088148.375000 Penalty: 3033.885498
	Iteration 14Q: 3 clusters Score -1088148 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1088224.875000 Penalty: 3033.885498
	Iteration 15Q: 3 clusters Score -1088225 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1088267.125000 Penalty: 3033.885498
	Iteration 16Q: 3 clusters Score -1088267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1088292.000000 Penalty: 3033.885498
	Iteration 17Q: 3 clusters Score -1088292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1088305.250000 Penalty: 3033.885498
	Iteration 18Q: 3 clusters Score -1088305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1088314.125000 Penalty: 3033.885498
	Iteration 19Q: 3 clusters Score -1088314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1088321.125000 Penalty: 3033.885498
	Iteration 20F: 3 clusters Score -1088321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1088323.875000 Penalty: 3033.885498
	Iteration 21Q: 3 clusters Score -1088324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1088328.625000 Penalty: 3033.885498
	Iteration 22Q: 3 clusters Score -1088329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1088333.625000 Penalty: 3033.885498
	Iteration 23Q: 3 clusters Score -1088334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1088341.625000 Penalty: 3033.885498
	Iteration 24Q: 3 clusters Score -1088342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1088344.625000 Penalty: 3033.885498
	Iteration 25Q: 3 clusters Score -1088345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1088345.375000 Penalty: 3033.885498
	Iteration 26Q: 3 clusters Score -1088345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1088346.000000 Penalty: 3033.885498
	Iteration 27Q: 3 clusters Score -1088346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1088347.625000 Penalty: 3033.885498
	Iteration 28Q: 3 clusters Score -1088348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1088350.000000 Penalty: 3033.885498
	Iteration 29Q: 3 clusters Score -1088350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1088349.125000 Penalty: 3033.885498
	Iteration 30Q: 3 clusters Score -1088349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1088352.125000 Penalty: 3033.885498
	Iteration 31Q: 3 clusters Score -1088352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1088353.125000 Penalty: 3033.885498
	Iteration 32Q: 3 clusters Score -1088353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1088353.125000 Penalty: 3033.885498
	Iteration 33F: 3 clusters Score -1088353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87435 members 
Entering Unmasked Estep 
Score: -8014292.500000 Penalty: 1849.030762
	Iteration 0F: 2 clusters Score -8014292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -7955814.500000 Penalty: 3698.061523
	Iteration 0F: 3 clusters Score -7955814 nChanged 41899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -7979586.500000 Penalty: 3698.061523
	Iteration 1F: 3 clusters Score -7979586 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -7980083.000000 Penalty: 3698.061523
	Iteration 2Q: 3 clusters Score -7980083 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -7980725.000000 Penalty: 3698.061523
	Iteration 3Q: 3 clusters Score -7980725 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -7981591.000000 Penalty: 3698.061523
	Iteration 4Q: 3 clusters Score -7981591 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -7982786.500000 Penalty: 3698.061523
	Iteration 5Q: 3 clusters Score -7982786 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -7984704.000000 Penalty: 3698.061523
	Iteration 6Q: 3 clusters Score -7984704 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -7987489.500000 Penalty: 3698.061523
	Iteration 7F: 3 clusters Score -7987490 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -7991173.000000 Penalty: 3698.061523
	Iteration 8F: 3 clusters Score -7991173 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -7995003.000000 Penalty: 3698.061523
	Iteration 9F: 3 clusters Score -7995003 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -7998307.000000 Penalty: 3698.061523
	Iteration 10F: 3 clusters Score -7998307 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -8001081.000000 Penalty: 3698.061523
	Iteration 11F: 3 clusters Score -8001081 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 73390 members 
Entering Unmasked Estep 
Score: -8003750.000000 Penalty: 3698.061523
	Iteration 12Q: 3 clusters Score -8003750 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -8006106.500000 Penalty: 3698.061523
	Iteration 13Q: 3 clusters Score -8006106 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -8008220.000000 Penalty: 3698.061523
	Iteration 14Q: 3 clusters Score -8008220 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 82449 members 
Entering Unmasked Estep 
Score: -8009754.500000 Penalty: 3698.061523
	Iteration 15Q: 3 clusters Score -8009754 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -8010865.000000 Penalty: 3698.061523
	Iteration 16Q: 3 clusters Score -8010865 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -8011466.000000 Penalty: 3698.061523
	Iteration 17Q: 3 clusters Score -8011466 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
Score: -8011898.000000 Penalty: 3698.061523
	Iteration 18Q: 3 clusters Score -8011898 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 86362 members 
Entering Unmasked Estep 
Score: -8012197.000000 Penalty: 3698.061523
	Iteration 19Q: 3 clusters Score -8012197 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -8012394.500000 Penalty: 3698.061523
	Iteration 20F: 3 clusters Score -8012394 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
Score: -8012473.500000 Penalty: 3698.061523
	Iteration 21Q: 3 clusters Score -8012474 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -8012538.000000 Penalty: 3698.061523
	Iteration 22Q: 3 clusters Score -8012538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 86904 members 
Entering Unmasked Estep 
Score: -8012580.000000 Penalty: 3698.061523
	Iteration 23Q: 3 clusters Score -8012580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -8012609.000000 Penalty: 3698.061523
	Iteration 24Q: 3 clusters Score -8012609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -8012635.500000 Penalty: 3698.061523
	Iteration 25Q: 3 clusters Score -8012636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
Score: -8012646.500000 Penalty: 3698.061523
	Iteration 26Q: 3 clusters Score -8012646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 86994 members 
Entering Unmasked Estep 
Score: -8012644.500000 Penalty: 3698.061523
	Iteration 27Q: 3 clusters Score -8012644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -8012657.500000 Penalty: 3698.061523
	Iteration 28Q: 3 clusters Score -8012658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 87023 members 
Entering Unmasked Estep 
Score: -8012659.000000 Penalty: 3698.061523
	Iteration 29Q: 3 clusters Score -8012659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
Score: -8012666.500000 Penalty: 3698.061523
	Iteration 30Q: 3 clusters Score -8012666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -8012678.000000 Penalty: 3698.061523
	Iteration 31Q: 3 clusters Score -8012678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -8012674.500000 Penalty: 3698.061523
	Iteration 32Q: 3 clusters Score -8012674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 87035 members 
Entering Unmasked Estep 
Score: -8012674.500000 Penalty: 3698.061523
	Iteration 33Q: 3 clusters Score -8012674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -8012681.000000 Penalty: 3698.061523
	Iteration 34Q: 3 clusters Score -8012681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -8012681.000000 Penalty: 3698.061523
	Iteration 35Q: 3 clusters Score -8012681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -8012681.000000 Penalty: 3698.061523
	Iteration 36F: 3 clusters Score -8012681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -75691.515625 Penalty: 1097.812378
	Iteration 0F: 2 clusters Score -75691.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -74309.578125 Penalty: 2195.624756
	Iteration 0F: 3 clusters Score -74309.58 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -74526.156250 Penalty: 2195.624756
	Iteration 1F: 3 clusters Score -74526.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -74588.507812 Penalty: 2195.624756
	Iteration 2F: 3 clusters Score -74588.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -74633.750000 Penalty: 2195.624756
	Iteration 3Q: 3 clusters Score -74633.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -74664.390625 Penalty: 2195.624756
	Iteration 4Q: 3 clusters Score -74664.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74685.562500 Penalty: 2195.624756
	Iteration 5Q: 3 clusters Score -74685.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74703.281250 Penalty: 2195.624756
	Iteration 6Q: 3 clusters Score -74703.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -74713.281250 Penalty: 2195.624756
	Iteration 7Q: 3 clusters Score -74713.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -74720.289062 Penalty: 2195.624756
	Iteration 8Q: 3 clusters Score -74720.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -74728.804688 Penalty: 2195.624756
	Iteration 9Q: 3 clusters Score -74728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -74738.320312 Penalty: 2195.624756
	Iteration 10Q: 3 clusters Score -74738.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -74748.992188 Penalty: 2195.624756
	Iteration 11Q: 3 clusters Score -74748.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -74757.031250 Penalty: 2195.624756
	Iteration 12Q: 3 clusters Score -74757.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -74760.179688 Penalty: 2195.624756
	Iteration 13Q: 3 clusters Score -74760.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -74760.179688 Penalty: 2195.624756
	Iteration 14F: 3 clusters Score -74760.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -156052.546875 Penalty: 1207.970825
	Iteration 0F: 2 clusters Score -156052.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -154135.375000 Penalty: 2415.941650
	Iteration 0F: 3 clusters Score -154135.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -154505.453125 Penalty: 2415.941650
	Iteration 1F: 3 clusters Score -154505.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -154610.609375 Penalty: 2415.941650
	Iteration 2F: 3 clusters Score -154610.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -154659.921875 Penalty: 2415.941650
	Iteration 3Q: 3 clusters Score -154659.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -154688.781250 Penalty: 2415.941650
	Iteration 4Q: 3 clusters Score -154688.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -154710.250000 Penalty: 2415.941650
	Iteration 5Q: 3 clusters Score -154710.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -154728.656250 Penalty: 2415.941650
	Iteration 6Q: 3 clusters Score -154728.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -154748.828125 Penalty: 2415.941650
	Iteration 7Q: 3 clusters Score -154748.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -154762.328125 Penalty: 2415.941650
	Iteration 8Q: 3 clusters Score -154762.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -154771.765625 Penalty: 2415.941650
	Iteration 9Q: 3 clusters Score -154771.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -154780.875000 Penalty: 2415.941650
	Iteration 10Q: 3 clusters Score -154780.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -154786.734375 Penalty: 2415.941650
	Iteration 11Q: 3 clusters Score -154786.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -154791.468750 Penalty: 2415.941650
	Iteration 12Q: 3 clusters Score -154791.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -154795.406250 Penalty: 2415.941650
	Iteration 13Q: 3 clusters Score -154795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -154800.781250 Penalty: 2415.941650
	Iteration 14Q: 3 clusters Score -154800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -154803.109375 Penalty: 2415.941650
	Iteration 15Q: 3 clusters Score -154803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -154805.406250 Penalty: 2415.941650
	Iteration 16Q: 3 clusters Score -154805.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -154807.640625 Penalty: 2415.941650
	Iteration 17Q: 3 clusters Score -154807.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -154809.328125 Penalty: 2415.941650
	Iteration 18Q: 3 clusters Score -154809.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -154811.000000 Penalty: 2415.941650
	Iteration 19Q: 3 clusters Score -154811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -154812.203125 Penalty: 2415.941650
	Iteration 20F: 3 clusters Score -154812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -154812.453125 Penalty: 2415.941650
	Iteration 21Q: 3 clusters Score -154812.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -154812.953125 Penalty: 2415.941650
	Iteration 22Q: 3 clusters Score -154813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -154813.609375 Penalty: 2415.941650
	Iteration 23Q: 3 clusters Score -154813.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -154816.015625 Penalty: 2415.941650
	Iteration 24Q: 3 clusters Score -154816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -154821.125000 Penalty: 2415.941650
	Iteration 25Q: 3 clusters Score -154821.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -154828.437500 Penalty: 2415.941650
	Iteration 26Q: 3 clusters Score -154828.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -154833.343750 Penalty: 2415.941650
	Iteration 27Q: 3 clusters Score -154833.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -154839.234375 Penalty: 2415.941650
	Iteration 28Q: 3 clusters Score -154839.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -154848.046875 Penalty: 2415.941650
	Iteration 29Q: 3 clusters Score -154848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -154854.890625 Penalty: 2415.941650
	Iteration 30Q: 3 clusters Score -154854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -154857.000000 Penalty: 2415.941650
	Iteration 31Q: 3 clusters Score -154857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -154859.093750 Penalty: 2415.941650
	Iteration 32Q: 3 clusters Score -154859.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -154862.937500 Penalty: 2415.941650
	Iteration 33Q: 3 clusters Score -154862.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -154866.843750 Penalty: 2415.941650
	Iteration 34Q: 3 clusters Score -154866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -154869.531250 Penalty: 2415.941650
	Iteration 35Q: 3 clusters Score -154869.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -154873.609375 Penalty: 2415.941650
	Iteration 36Q: 3 clusters Score -154873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -154875.390625 Penalty: 2415.941650
	Iteration 37Q: 3 clusters Score -154875.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -154875.781250 Penalty: 2415.941650
	Iteration 38Q: 3 clusters Score -154875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -154877.375000 Penalty: 2415.941650
	Iteration 39Q: 3 clusters Score -154877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -154879.390625 Penalty: 2415.941650
	Iteration 40F: 3 clusters Score -154879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -154881.078125 Penalty: 2415.941650
	Iteration 41Q: 3 clusters Score -154881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -154883.375000 Penalty: 2415.941650
	Iteration 42Q: 3 clusters Score -154883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -154884.250000 Penalty: 2415.941650
	Iteration 43Q: 3 clusters Score -154884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -154885.234375 Penalty: 2415.941650
	Iteration 44Q: 3 clusters Score -154885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -154886.906250 Penalty: 2415.941650
	Iteration 45Q: 3 clusters Score -154886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -154887.734375 Penalty: 2415.941650
	Iteration 46Q: 3 clusters Score -154887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -154888.578125 Penalty: 2415.941650
	Iteration 47Q: 3 clusters Score -154888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -154889.671875 Penalty: 2415.941650
	Iteration 48Q: 3 clusters Score -154889.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -154890.015625 Penalty: 2415.941650
	Iteration 49Q: 3 clusters Score -154890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -154890.015625 Penalty: 2415.941650
	Iteration 50F: 3 clusters Score -154890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Entering Unmasked Estep 
Score: -522986.718750 Penalty: 1409.418091
	Iteration 0F: 2 clusters Score -522986.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -518438.593750 Penalty: 2818.836182
	Iteration 0F: 3 clusters Score -518438.6 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -519643.343750 Penalty: 2818.836182
	Iteration 1F: 3 clusters Score -519643.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -519889.937500 Penalty: 2818.836182
	Iteration 2F: 3 clusters Score -519889.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -520123.968750 Penalty: 2818.836182
	Iteration 3F: 3 clusters Score -520124 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -520369.843750 Penalty: 2818.836182
	Iteration 4F: 3 clusters Score -520369.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -520628.968750 Penalty: 2818.836182
	Iteration 5F: 3 clusters Score -520629 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -520868.343750 Penalty: 2818.836182
	Iteration 6F: 3 clusters Score -520868.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -521077.125000 Penalty: 2818.836182
	Iteration 7F: 3 clusters Score -521077.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -521270.718750 Penalty: 2818.836182
	Iteration 8Q: 3 clusters Score -521270.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -521399.375000 Penalty: 2818.836182
	Iteration 9Q: 3 clusters Score -521399.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -521471.062500 Penalty: 2818.836182
	Iteration 10Q: 3 clusters Score -521471.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -521523.656250 Penalty: 2818.836182
	Iteration 11Q: 3 clusters Score -521523.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -521568.812500 Penalty: 2818.836182
	Iteration 12Q: 3 clusters Score -521568.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -521612.156250 Penalty: 2818.836182
	Iteration 13Q: 3 clusters Score -521612.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -521653.000000 Penalty: 2818.836182
	Iteration 14Q: 3 clusters Score -521653 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -521690.750000 Penalty: 2818.836182
	Iteration 15Q: 3 clusters Score -521690.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -521740.656250 Penalty: 2818.836182
	Iteration 16Q: 3 clusters Score -521740.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -521784.593750 Penalty: 2818.836182
	Iteration 17Q: 3 clusters Score -521784.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -521826.375000 Penalty: 2818.836182
	Iteration 18Q: 3 clusters Score -521826.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -521862.250000 Penalty: 2818.836182
	Iteration 19Q: 3 clusters Score -521862.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -521889.718750 Penalty: 2818.836182
	Iteration 20F: 3 clusters Score -521889.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -521918.875000 Penalty: 2818.836182
	Iteration 21Q: 3 clusters Score -521918.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -521932.937500 Penalty: 2818.836182
	Iteration 22Q: 3 clusters Score -521932.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -521942.906250 Penalty: 2818.836182
	Iteration 23Q: 3 clusters Score -521942.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -521953.593750 Penalty: 2818.836182
	Iteration 24Q: 3 clusters Score -521953.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -521965.312500 Penalty: 2818.836182
	Iteration 25Q: 3 clusters Score -521965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -521969.750000 Penalty: 2818.836182
	Iteration 26Q: 3 clusters Score -521969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -521975.375000 Penalty: 2818.836182
	Iteration 27Q: 3 clusters Score -521975.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -521977.906250 Penalty: 2818.836182
	Iteration 28Q: 3 clusters Score -521977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -521979.062500 Penalty: 2818.836182
	Iteration 29Q: 3 clusters Score -521979.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -521984.187500 Penalty: 2818.836182
	Iteration 30Q: 3 clusters Score -521984.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -521987.718750 Penalty: 2818.836182
	Iteration 31Q: 3 clusters Score -521987.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -521990.312500 Penalty: 2818.836182
	Iteration 32Q: 3 clusters Score -521990.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -521992.906250 Penalty: 2818.836182
	Iteration 33Q: 3 clusters Score -521992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -521993.218750 Penalty: 2818.836182
	Iteration 34Q: 3 clusters Score -521993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -521994.437500 Penalty: 2818.836182
	Iteration 35Q: 3 clusters Score -521994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -521995.500000 Penalty: 2818.836182
	Iteration 36Q: 3 clusters Score -521995.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -521997.031250 Penalty: 2818.836182
	Iteration 37Q: 3 clusters Score -521997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -521997.187500 Penalty: 2818.836182
	Iteration 38Q: 3 clusters Score -521997.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -521997.187500 Penalty: 2818.836182
	Iteration 39F: 3 clusters Score -521997.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Entering Unmasked Estep 
Score: -3836878.500000 Penalty: 1717.492798
	Iteration 0F: 2 clusters Score -3836878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -3811016.000000 Penalty: 3434.985596
	Iteration 0F: 3 clusters Score -3811016 nChanged 18102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3820921.000000 Penalty: 3434.985596
	Iteration 1F: 3 clusters Score -3820921 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3821473.250000 Penalty: 3434.985596
	Iteration 2Q: 3 clusters Score -3821473 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3822189.250000 Penalty: 3434.985596
	Iteration 3Q: 3 clusters Score -3822189 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3823320.750000 Penalty: 3434.985596
	Iteration 4F: 3 clusters Score -3823321 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3825178.500000 Penalty: 3434.985596
	Iteration 5F: 3 clusters Score -3825178 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3827896.250000 Penalty: 3434.985596
	Iteration 6F: 3 clusters Score -3827896 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -3830806.500000 Penalty: 3434.985596
	Iteration 7F: 3 clusters Score -3830806 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -3833072.250000 Penalty: 3434.985596
	Iteration 8F: 3 clusters Score -3833072 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -3834430.500000 Penalty: 3434.985596
	Iteration 9Q: 3 clusters Score -3834430 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -3835094.500000 Penalty: 3434.985596
	Iteration 10Q: 3 clusters Score -3835094 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -3835370.000000 Penalty: 3434.985596
	Iteration 11Q: 3 clusters Score -3835370 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -3835495.750000 Penalty: 3434.985596
	Iteration 12Q: 3 clusters Score -3835496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -3835544.750000 Penalty: 3434.985596
	Iteration 13Q: 3 clusters Score -3835545 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -3835601.250000 Penalty: 3434.985596
	Iteration 14Q: 3 clusters Score -3835601 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -3835644.500000 Penalty: 3434.985596
	Iteration 15Q: 3 clusters Score -3835644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -3835682.000000 Penalty: 3434.985596
	Iteration 16Q: 3 clusters Score -3835682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -3835697.500000 Penalty: 3434.985596
	Iteration 17Q: 3 clusters Score -3835698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -3835712.250000 Penalty: 3434.985596
	Iteration 18Q: 3 clusters Score -3835712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -3835717.000000 Penalty: 3434.985596
	Iteration 19Q: 3 clusters Score -3835717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -3835723.000000 Penalty: 3434.985596
	Iteration 20F: 3 clusters Score -3835723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -3835735.750000 Penalty: 3434.985596
	Iteration 21Q: 3 clusters Score -3835736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -3835741.250000 Penalty: 3434.985596
	Iteration 22Q: 3 clusters Score -3835741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -3835749.750000 Penalty: 3434.985596
	Iteration 23Q: 3 clusters Score -3835750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -3835753.250000 Penalty: 3434.985596
	Iteration 24Q: 3 clusters Score -3835753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -3835757.750000 Penalty: 3434.985596
	Iteration 25Q: 3 clusters Score -3835758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -3835764.500000 Penalty: 3434.985596
	Iteration 26Q: 3 clusters Score -3835764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -3835771.250000 Penalty: 3434.985596
	Iteration 27Q: 3 clusters Score -3835771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -3835779.250000 Penalty: 3434.985596
	Iteration 28Q: 3 clusters Score -3835779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -3835780.500000 Penalty: 3434.985596
	Iteration 29Q: 3 clusters Score -3835780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -3835784.000000 Penalty: 3434.985596
	Iteration 30Q: 3 clusters Score -3835784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -3835783.750000 Penalty: 3434.985596
	Iteration 31Q: 3 clusters Score -3835784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -3835786.500000 Penalty: 3434.985596
	Iteration 32Q: 3 clusters Score -3835786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -3835789.250000 Penalty: 3434.985596
	Iteration 33Q: 3 clusters Score -3835789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -3835789.750000 Penalty: 3434.985596
	Iteration 34Q: 3 clusters Score -3835790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -3835786.000000 Penalty: 3434.985596
	Iteration 35Q: 3 clusters Score -3835786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -3835785.750000 Penalty: 3434.985596
	Iteration 36Q: 3 clusters Score -3835786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -3835786.750000 Penalty: 3434.985596
	Iteration 37Q: 3 clusters Score -3835787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -3835785.750000 Penalty: 3434.985596
	Iteration 38Q: 3 clusters Score -3835786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -3835783.250000 Penalty: 3434.985596
	Iteration 39Q: 3 clusters Score -3835783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -3835790.750000 Penalty: 3434.985596
	Iteration 40F: 3 clusters Score -3835791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -3835789.500000 Penalty: 3434.985596
	Iteration 41Q: 3 clusters Score -3835790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -3835791.250000 Penalty: 3434.985596
	Iteration 42Q: 3 clusters Score -3835791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -3835794.250000 Penalty: 3434.985596
	Iteration 43Q: 3 clusters Score -3835794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -3835801.000000 Penalty: 3434.985596
	Iteration 44Q: 3 clusters Score -3835801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3835801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -3835804.500000 Penalty: 3434.985596
	Iteration 46Q: 3 clusters Score -3835804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3835806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -3835810.250000 Penalty: 3434.985596
	Iteration 48Q: 3 clusters Score -3835810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -3835820.250000 Penalty: 3434.985596
	Iteration 49Q: 3 clusters Score -3835820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -3835825.250000 Penalty: 3434.985596
	Iteration 50Q: 3 clusters Score -3835825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -3835823.250000 Penalty: 3434.985596
	Iteration 51Q: 3 clusters Score -3835823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3835825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3835823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -3835829.000000 Penalty: 3434.985596
	Iteration 54Q: 3 clusters Score -3835829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -3835828.500000 Penalty: 3434.985596
	Iteration 55Q: 3 clusters Score -3835828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3835829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3835830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -3835829.250000 Penalty: 3434.985596
	Iteration 58Q: 3 clusters Score -3835829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3835830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -3835831.250000 Penalty: 3434.985596
	Iteration 60F: 3 clusters Score -3835831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -3835837.250000 Penalty: 3434.985596
	Iteration 61Q: 3 clusters Score -3835837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3835832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -3835834.250000 Penalty: 3434.985596
	Iteration 63Q: 3 clusters Score -3835834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -3835835.250000 Penalty: 3434.985596
	Iteration 64Q: 3 clusters Score -3835835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3835835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3835834 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -3835836.000000 Penalty: 3434.985596
	Iteration 67Q: 3 clusters Score -3835836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3835842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3835846 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -3835850.000000 Penalty: 3434.985596
	Iteration 70Q: 3 clusters Score -3835850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3835852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3835859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3835871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3835884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3835894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3835920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -3835942.000000 Penalty: 3434.985596
	Iteration 77Q: 3 clusters Score -3835942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3835958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3835981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3835998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3836014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -3836038.250000 Penalty: 3434.985596
	Iteration 82Q: 3 clusters Score -3836038 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3836080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -3836094.250000 Penalty: 3434.985596
	Iteration 84Q: 3 clusters Score -3836094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -3836111.000000 Penalty: 3434.985596
	Iteration 85Q: 3 clusters Score -3836111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -3836131.750000 Penalty: 3434.985596
	Iteration 86Q: 3 clusters Score -3836132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -3836136.750000 Penalty: 3434.985596
	Iteration 87Q: 3 clusters Score -3836137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -3836154.750000 Penalty: 3434.985596
	Iteration 88Q: 3 clusters Score -3836155 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3836180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -3836192.000000 Penalty: 3434.985596
	Iteration 90Q: 3 clusters Score -3836192 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -3836209.250000 Penalty: 3434.985596
	Iteration 91Q: 3 clusters Score -3836209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -3836229.500000 Penalty: 3434.985596
	Iteration 92Q: 3 clusters Score -3836230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -3836245.250000 Penalty: 3434.985596
	Iteration 93Q: 3 clusters Score -3836245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -3836254.000000 Penalty: 3434.985596
	Iteration 94Q: 3 clusters Score -3836254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -3836267.000000 Penalty: 3434.985596
	Iteration 95Q: 3 clusters Score -3836267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3836267 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -3836276.000000 Penalty: 3434.985596
	Iteration 97Q: 3 clusters Score -3836276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -3836279.250000 Penalty: 3434.985596
	Iteration 98Q: 3 clusters Score -3836279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -3836287.000000 Penalty: 3434.985596
	Iteration 99Q: 3 clusters Score -3836287 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -3836285.250000 Penalty: 3434.985596
	Iteration 100F: 3 clusters Score -3836285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -3836291.000000 Penalty: 3434.985596
	Iteration 101Q: 3 clusters Score -3836291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3836294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -3836310.000000 Penalty: 3434.985596
	Iteration 103Q: 3 clusters Score -3836310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -3836318.250000 Penalty: 3434.985596
	Iteration 104Q: 3 clusters Score -3836318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -3836327.250000 Penalty: 3434.985596
	Iteration 105Q: 3 clusters Score -3836327 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -3836324.750000 Penalty: 3434.985596
	Iteration 106Q: 3 clusters Score -3836325 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -3836336.500000 Penalty: 3434.985596
	Iteration 107Q: 3 clusters Score -3836336 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3836351.500000 Penalty: 3434.985596
	Iteration 108Q: 3 clusters Score -3836352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -3836346.000000 Penalty: 3434.985596
	Iteration 109Q: 3 clusters Score -3836346 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3836354 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3836356 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -3836361.000000 Penalty: 3434.985596
	Iteration 112Q: 3 clusters Score -3836361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -3836359.000000 Penalty: 3434.985596
	Iteration 113Q: 3 clusters Score -3836359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3836358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -3836359.250000 Penalty: 3434.985596
	Iteration 115Q: 3 clusters Score -3836359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -3836357.750000 Penalty: 3434.985596
	Iteration 116Q: 3 clusters Score -3836358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -3836356.500000 Penalty: 3434.985596
	Iteration 117Q: 3 clusters Score -3836356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -3836355.500000 Penalty: 3434.985596
	Iteration 118Q: 3 clusters Score -3836356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3836358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -3836358.750000 Penalty: 3434.985596
	Iteration 120F: 3 clusters Score -3836359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -3836366.500000 Penalty: 3434.985596
	Iteration 121Q: 3 clusters Score -3836366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -3836367.000000 Penalty: 3434.985596
	Iteration 122Q: 3 clusters Score -3836367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -3836370.750000 Penalty: 3434.985596
	Iteration 123Q: 3 clusters Score -3836371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
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Entering Unmasked Estep 
Score: -3836367.500000 Penalty: 3434.985596
	Iteration 124Q: 3 clusters Score -3836368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -3836375.000000 Penalty: 3434.985596
	Iteration 125Q: 3 clusters Score -3836375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -3836373.750000 Penalty: 3434.985596
	Iteration 126Q: 3 clusters Score -3836374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -3836377.500000 Penalty: 3434.985596
	Iteration 127Q: 3 clusters Score -3836378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -3836374.500000 Penalty: 3434.985596
	Iteration 128Q: 3 clusters Score -3836374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -3836377.250000 Penalty: 3434.985596
	Iteration 129Q: 3 clusters Score -3836377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -3836378.000000 Penalty: 3434.985596
	Iteration 130Q: 3 clusters Score -3836378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -3836378.500000 Penalty: 3434.985596
	Iteration 131Q: 3 clusters Score -3836378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -3836377.250000 Penalty: 3434.985596
	Iteration 132Q: 3 clusters Score -3836377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -3836378.500000 Penalty: 3434.985596
	Iteration 133Q: 3 clusters Score -3836378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -3836376.500000 Penalty: 3434.985596
	Iteration 134Q: 3 clusters Score -3836376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -3836376.250000 Penalty: 3434.985596
	Iteration 135Q: 3 clusters Score -3836376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -3836376.250000 Penalty: 3434.985596
	Iteration 136F: 3 clusters Score -3836376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Entering Unmasked Estep 
Score: -358969.062500 Penalty: 1346.067749
	Iteration 0F: 2 clusters Score -358969.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -355664.281250 Penalty: 2692.135498
	Iteration 0F: 3 clusters Score -355664.3 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -356517.593750 Penalty: 2692.135498
	Iteration 1F: 3 clusters Score -356517.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -356657.625000 Penalty: 2692.135498
	Iteration 2F: 3 clusters Score -356657.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -356772.406250 Penalty: 2692.135498
	Iteration 3F: 3 clusters Score -356772.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -356871.625000 Penalty: 2692.135498
	Iteration 4Q: 3 clusters Score -356871.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -356957.625000 Penalty: 2692.135498
	Iteration 5Q: 3 clusters Score -356957.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -357047.250000 Penalty: 2692.135498
	Iteration 6Q: 3 clusters Score -357047.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -357125.531250 Penalty: 2692.135498
	Iteration 7Q: 3 clusters Score -357125.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -357203.593750 Penalty: 2692.135498
	Iteration 8Q: 3 clusters Score -357203.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -357275.906250 Penalty: 2692.135498
	Iteration 9Q: 3 clusters Score -357275.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -357326.812500 Penalty: 2692.135498
	Iteration 10Q: 3 clusters Score -357326.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -357384.406250 Penalty: 2692.135498
	Iteration 11Q: 3 clusters Score -357384.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -357438.843750 Penalty: 2692.135498
	Iteration 12Q: 3 clusters Score -357438.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -357486.093750 Penalty: 2692.135498
	Iteration 13Q: 3 clusters Score -357486.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -357533.531250 Penalty: 2692.135498
	Iteration 14Q: 3 clusters Score -357533.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -357563.250000 Penalty: 2692.135498
	Iteration 15Q: 3 clusters Score -357563.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -357598.468750 Penalty: 2692.135498
	Iteration 16Q: 3 clusters Score -357598.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -357637.718750 Penalty: 2692.135498
	Iteration 17Q: 3 clusters Score -357637.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -357663.156250 Penalty: 2692.135498
	Iteration 18Q: 3 clusters Score -357663.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -357679.843750 Penalty: 2692.135498
	Iteration 19Q: 3 clusters Score -357679.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -357686.656250 Penalty: 2692.135498
	Iteration 20F: 3 clusters Score -357686.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -357690.843750 Penalty: 2692.135498
	Iteration 21Q: 3 clusters Score -357690.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -357696.125000 Penalty: 2692.135498
	Iteration 22Q: 3 clusters Score -357696.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -357701.718750 Penalty: 2692.135498
	Iteration 23Q: 3 clusters Score -357701.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -357707.281250 Penalty: 2692.135498
	Iteration 24Q: 3 clusters Score -357707.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -357711.687500 Penalty: 2692.135498
	Iteration 25Q: 3 clusters Score -357711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -357714.281250 Penalty: 2692.135498
	Iteration 26Q: 3 clusters Score -357714.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -357716.937500 Penalty: 2692.135498
	Iteration 27Q: 3 clusters Score -357716.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -357718.937500 Penalty: 2692.135498
	Iteration 28Q: 3 clusters Score -357718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -357721.750000 Penalty: 2692.135498
	Iteration 29Q: 3 clusters Score -357721.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -357723.593750 Penalty: 2692.135498
	Iteration 30Q: 3 clusters Score -357723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -357724.937500 Penalty: 2692.135498
	Iteration 31Q: 3 clusters Score -357724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -357724.875000 Penalty: 2692.135498
	Iteration 32Q: 3 clusters Score -357724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -357724.875000 Penalty: 2692.135498
	Iteration 33F: 3 clusters Score -357724.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Entering Unmasked Estep 
Score: -6049527.000000 Penalty: 1804.626465
	Iteration 0F: 2 clusters Score -6049527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -6004964.000000 Penalty: 3609.252930
	Iteration 0F: 3 clusters Score -6004964 nChanged 31604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -6022996.000000 Penalty: 3609.252930
	Iteration 1F: 3 clusters Score -6022996 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -6023607.000000 Penalty: 3609.252930
	Iteration 2Q: 3 clusters Score -6023607 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -6024349.000000 Penalty: 3609.252930
	Iteration 3Q: 3 clusters Score -6024349 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -6025396.000000 Penalty: 3609.252930
	Iteration 4Q: 3 clusters Score -6025396 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -6026737.500000 Penalty: 3609.252930
	Iteration 5Q: 3 clusters Score -6026738 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -6028681.500000 Penalty: 3609.252930
	Iteration 6F: 3 clusters Score -6028682 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -6031326.500000 Penalty: 3609.252930
	Iteration 7F: 3 clusters Score -6031326 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -6034403.500000 Penalty: 3609.252930
	Iteration 8F: 3 clusters Score -6034404 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -6037455.500000 Penalty: 3609.252930
	Iteration 9F: 3 clusters Score -6037456 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -6039690.500000 Penalty: 3609.252930
	Iteration 10F: 3 clusters Score -6039690 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -6041014.000000 Penalty: 3609.252930
	Iteration 11Q: 3 clusters Score -6041014 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -6041778.500000 Penalty: 3609.252930
	Iteration 12Q: 3 clusters Score -6041778 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -6042277.500000 Penalty: 3609.252930
	Iteration 13Q: 3 clusters Score -6042278 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -6042763.000000 Penalty: 3609.252930
	Iteration 14Q: 3 clusters Score -6042763 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -6043242.000000 Penalty: 3609.252930
	Iteration 15Q: 3 clusters Score -6043242 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -6043612.000000 Penalty: 3609.252930
	Iteration 16Q: 3 clusters Score -6043612 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -6043957.500000 Penalty: 3609.252930
	Iteration 17Q: 3 clusters Score -6043958 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -6044344.500000 Penalty: 3609.252930
	Iteration 18Q: 3 clusters Score -6044344 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -6044785.000000 Penalty: 3609.252930
	Iteration 19Q: 3 clusters Score -6044785 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -6045179.500000 Penalty: 3609.252930
	Iteration 20F: 3 clusters Score -6045180 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -6045547.500000 Penalty: 3609.252930
	Iteration 21Q: 3 clusters Score -6045548 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -6045792.000000 Penalty: 3609.252930
	Iteration 22Q: 3 clusters Score -6045792 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -6046009.000000 Penalty: 3609.252930
	Iteration 23Q: 3 clusters Score -6046009 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -6046233.000000 Penalty: 3609.252930
	Iteration 24Q: 3 clusters Score -6046233 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -6046359.000000 Penalty: 3609.252930
	Iteration 25Q: 3 clusters Score -6046359 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -6046474.500000 Penalty: 3609.252930
	Iteration 26Q: 3 clusters Score -6046474 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -6046579.000000 Penalty: 3609.252930
	Iteration 27Q: 3 clusters Score -6046579 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -6046667.000000 Penalty: 3609.252930
	Iteration 28Q: 3 clusters Score -6046667 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -6046769.500000 Penalty: 3609.252930
	Iteration 29Q: 3 clusters Score -6046770 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -6046846.500000 Penalty: 3609.252930
	Iteration 30Q: 3 clusters Score -6046846 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -6046925.500000 Penalty: 3609.252930
	Iteration 31Q: 3 clusters Score -6046926 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -6047001.500000 Penalty: 3609.252930
	Iteration 32Q: 3 clusters Score -6047002 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -6047036.000000 Penalty: 3609.252930
	Iteration 33Q: 3 clusters Score -6047036 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -6047099.000000 Penalty: 3609.252930
	Iteration 34Q: 3 clusters Score -6047099 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -6047171.000000 Penalty: 3609.252930
	Iteration 35Q: 3 clusters Score -6047171 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -6047248.500000 Penalty: 3609.252930
	Iteration 36Q: 3 clusters Score -6047248 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -6047316.000000 Penalty: 3609.252930
	Iteration 37Q: 3 clusters Score -6047316 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -6047344.000000 Penalty: 3609.252930
	Iteration 38Q: 3 clusters Score -6047344 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -6047431.500000 Penalty: 3609.252930
	Iteration 39Q: 3 clusters Score -6047432 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 63170 members 
Entering Unmasked Estep 
Score: -6047528.500000 Penalty: 3609.252930
	Iteration 40F: 3 clusters Score -6047528 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -6047596.000000 Penalty: 3609.252930
	Iteration 41Q: 3 clusters Score -6047596 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 63612 members 
Entering Unmasked Estep 
Score: -6047650.500000 Penalty: 3609.252930
	Iteration 42Q: 3 clusters Score -6047650 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -6047729.500000 Penalty: 3609.252930
	Iteration 43Q: 3 clusters Score -6047730 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -6047766.500000 Penalty: 3609.252930
	Iteration 44Q: 3 clusters Score -6047766 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -6047783.500000 Penalty: 3609.252930
	Iteration 45Q: 3 clusters Score -6047784 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -6047809.000000 Penalty: 3609.252930
	Iteration 46Q: 3 clusters Score -6047809 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -6047830.000000 Penalty: 3609.252930
	Iteration 47Q: 3 clusters Score -6047830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
Score: -6047850.000000 Penalty: 3609.252930
	Iteration 48Q: 3 clusters Score -6047850 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -6047859.500000 Penalty: 3609.252930
	Iteration 49Q: 3 clusters Score -6047860 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -6047887.000000 Penalty: 3609.252930
	Iteration 50Q: 3 clusters Score -6047887 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -6047917.000000 Penalty: 3609.252930
	Iteration 51Q: 3 clusters Score -6047917 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -6047933.000000 Penalty: 3609.252930
	Iteration 52Q: 3 clusters Score -6047933 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -6047956.500000 Penalty: 3609.252930
	Iteration 53Q: 3 clusters Score -6047956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -6047982.500000 Penalty: 3609.252930
	Iteration 54Q: 3 clusters Score -6047982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -6048001.000000 Penalty: 3609.252930
	Iteration 55Q: 3 clusters Score -6048001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -6048004.000000 Penalty: 3609.252930
	Iteration 56Q: 3 clusters Score -6048004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -6048027.500000 Penalty: 3609.252930
	Iteration 57Q: 3 clusters Score -6048028 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -6048065.500000 Penalty: 3609.252930
	Iteration 58Q: 3 clusters Score -6048066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -6048091.000000 Penalty: 3609.252930
	Iteration 59Q: 3 clusters Score -6048091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -6048132.000000 Penalty: 3609.252930
	Iteration 60F: 3 clusters Score -6048132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -6048152.500000 Penalty: 3609.252930
	Iteration 61Q: 3 clusters Score -6048152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -6048181.500000 Penalty: 3609.252930
	Iteration 62Q: 3 clusters Score -6048182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -6048206.000000 Penalty: 3609.252930
	Iteration 63Q: 3 clusters Score -6048206 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -6048214.000000 Penalty: 3609.252930
	Iteration 64Q: 3 clusters Score -6048214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -6048247.000000 Penalty: 3609.252930
	Iteration 65Q: 3 clusters Score -6048247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -6048270.000000 Penalty: 3609.252930
	Iteration 66Q: 3 clusters Score -6048270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -6048312.500000 Penalty: 3609.252930
	Iteration 67Q: 3 clusters Score -6048312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -6048355.500000 Penalty: 3609.252930
	Iteration 68Q: 3 clusters Score -6048356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -6048376.500000 Penalty: 3609.252930
	Iteration 69Q: 3 clusters Score -6048376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -6048394.000000 Penalty: 3609.252930
	Iteration 70Q: 3 clusters Score -6048394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -6048407.500000 Penalty: 3609.252930
	Iteration 71Q: 3 clusters Score -6048408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -6048420.500000 Penalty: 3609.252930
	Iteration 72Q: 3 clusters Score -6048420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -6048429.000000 Penalty: 3609.252930
	Iteration 73Q: 3 clusters Score -6048429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -6048440.000000 Penalty: 3609.252930
	Iteration 74Q: 3 clusters Score -6048440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -6048456.500000 Penalty: 3609.252930
	Iteration 75Q: 3 clusters Score -6048456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -6048463.500000 Penalty: 3609.252930
	Iteration 76Q: 3 clusters Score -6048464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -6048474.000000 Penalty: 3609.252930
	Iteration 77Q: 3 clusters Score -6048474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -6048477.000000 Penalty: 3609.252930
	Iteration 78Q: 3 clusters Score -6048477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -6048481.500000 Penalty: 3609.252930
	Iteration 79Q: 3 clusters Score -6048482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -6048486.500000 Penalty: 3609.252930
	Iteration 80F: 3 clusters Score -6048486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -6048482.000000 Penalty: 3609.252930
	Iteration 81Q: 3 clusters Score -6048482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -6048485.000000 Penalty: 3609.252930
	Iteration 82Q: 3 clusters Score -6048485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -6048491.000000 Penalty: 3609.252930
	Iteration 83Q: 3 clusters Score -6048491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -6048494.500000 Penalty: 3609.252930
	Iteration 84Q: 3 clusters Score -6048494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -6048494.000000 Penalty: 3609.252930
	Iteration 85Q: 3 clusters Score -6048494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -6048501.500000 Penalty: 3609.252930
	Iteration 86Q: 3 clusters Score -6048502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -6048507.500000 Penalty: 3609.252930
	Iteration 87Q: 3 clusters Score -6048508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -6048502.500000 Penalty: 3609.252930
	Iteration 88Q: 3 clusters Score -6048502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -6048503.500000 Penalty: 3609.252930
	Iteration 89Q: 3 clusters Score -6048504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -6048505.500000 Penalty: 3609.252930
	Iteration 90Q: 3 clusters Score -6048506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -6048503.500000 Penalty: 3609.252930
	Iteration 91Q: 3 clusters Score -6048504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -6048503.500000 Penalty: 3609.252930
	Iteration 92Q: 3 clusters Score -6048504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -6048505.500000 Penalty: 3609.252930
	Iteration 93Q: 3 clusters Score -6048506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -6048506.000000 Penalty: 3609.252930
	Iteration 94Q: 3 clusters Score -6048506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -6048506.000000 Penalty: 3609.252930
	Iteration 95F: 3 clusters Score -6048506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Entering Unmasked Estep 
Score: -856317.375000 Penalty: 1483.024780
	Iteration 0F: 2 clusters Score -856317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -849680.187500 Penalty: 2966.049561
	Iteration 0F: 3 clusters Score -849680.2 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -851884.062500 Penalty: 2966.049561
	Iteration 1F: 3 clusters Score -851884.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -852180.437500 Penalty: 2966.049561
	Iteration 2F: 3 clusters Score -852180.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -852442.875000 Penalty: 2966.049561
	Iteration 3F: 3 clusters Score -852442.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -852744.312500 Penalty: 2966.049561
	Iteration 4F: 3 clusters Score -852744.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -853080.062500 Penalty: 2966.049561
	Iteration 5F: 3 clusters Score -853080.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -853363.375000 Penalty: 2966.049561
	Iteration 6F: 3 clusters Score -853363.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -853623.062500 Penalty: 2966.049561
	Iteration 7Q: 3 clusters Score -853623.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -853838.062500 Penalty: 2966.049561
	Iteration 8Q: 3 clusters Score -853838.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -854029.812500 Penalty: 2966.049561
	Iteration 9Q: 3 clusters Score -854029.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -854221.437500 Penalty: 2966.049561
	Iteration 10Q: 3 clusters Score -854221.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -854391.562500 Penalty: 2966.049561
	Iteration 11Q: 3 clusters Score -854391.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -854500.437500 Penalty: 2966.049561
	Iteration 12Q: 3 clusters Score -854500.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -854592.687500 Penalty: 2966.049561
	Iteration 13Q: 3 clusters Score -854592.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -854664.562500 Penalty: 2966.049561
	Iteration 14Q: 3 clusters Score -854664.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -854728.125000 Penalty: 2966.049561
	Iteration 15Q: 3 clusters Score -854728.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -854781.875000 Penalty: 2966.049561
	Iteration 16Q: 3 clusters Score -854781.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -854820.125000 Penalty: 2966.049561
	Iteration 17Q: 3 clusters Score -854820.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -854847.750000 Penalty: 2966.049561
	Iteration 18Q: 3 clusters Score -854847.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -854867.625000 Penalty: 2966.049561
	Iteration 19Q: 3 clusters Score -854867.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -854897.187500 Penalty: 2966.049561
	Iteration 20F: 3 clusters Score -854897.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -854917.000000 Penalty: 2966.049561
	Iteration 21Q: 3 clusters Score -854917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -854934.750000 Penalty: 2966.049561
	Iteration 22Q: 3 clusters Score -854934.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -854957.562500 Penalty: 2966.049561
	Iteration 23Q: 3 clusters Score -854957.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -854982.750000 Penalty: 2966.049561
	Iteration 24Q: 3 clusters Score -854982.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -855004.875000 Penalty: 2966.049561
	Iteration 25Q: 3 clusters Score -855004.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -855023.500000 Penalty: 2966.049561
	Iteration 26Q: 3 clusters Score -855023.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -855044.375000 Penalty: 2966.049561
	Iteration 27Q: 3 clusters Score -855044.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -855058.500000 Penalty: 2966.049561
	Iteration 28Q: 3 clusters Score -855058.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -855069.062500 Penalty: 2966.049561
	Iteration 29Q: 3 clusters Score -855069.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -855074.125000 Penalty: 2966.049561
	Iteration 30Q: 3 clusters Score -855074.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -855086.375000 Penalty: 2966.049561
	Iteration 31Q: 3 clusters Score -855086.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -855093.250000 Penalty: 2966.049561
	Iteration 32Q: 3 clusters Score -855093.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -855097.125000 Penalty: 2966.049561
	Iteration 33Q: 3 clusters Score -855097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -855097.312500 Penalty: 2966.049561
	Iteration 34Q: 3 clusters Score -855097.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -855098.125000 Penalty: 2966.049561
	Iteration 35Q: 3 clusters Score -855098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -855097.500000 Penalty: 2966.049561
	Iteration 36Q: 3 clusters Score -855097.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -855097.500000 Penalty: 2966.049561
	Iteration 37F: 3 clusters Score -855097.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (199594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199594 members 
Entering Unmasked Estep 
Score: -18275820.000000 Penalty: 1983.156616
	Iteration 0F: 2 clusters Score -1.827582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99764 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -18143096.000000 Penalty: 3966.313232
	Iteration 0F: 3 clusters Score -1.81431e+07 nChanged 96843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 101097 members 
Entering Unmasked Estep 
Score: -18199850.000000 Penalty: 3966.313232
	Iteration 1F: 3 clusters Score -1.819985e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97675 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -18200664.000000 Penalty: 3966.313232
	Iteration 2Q: 3 clusters Score -1.820066e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 103122 members 
Entering Unmasked Estep 
Score: -18201390.000000 Penalty: 3966.313232
	Iteration 3Q: 3 clusters Score -1.820139e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -18202554.000000 Penalty: 3966.313232
	Iteration 4Q: 3 clusters Score -1.820255e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 107749 members 
Entering Unmasked Estep 
Score: -18204442.000000 Penalty: 3966.313232
	Iteration 5Q: 3 clusters Score -1.820444e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87599 members 
Mstep: Class 2 contains 111995 members 
Entering Unmasked Estep 
Score: -18207324.000000 Penalty: 3966.313232
	Iteration 6Q: 3 clusters Score -1.820732e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 118265 members 
Entering Unmasked Estep 
Score: -18212754.000000 Penalty: 3966.313232
	Iteration 7Q: 3 clusters Score -1.821275e+07 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 126467 members 
Entering Unmasked Estep 
Score: -18220916.000000 Penalty: 3966.313232
	Iteration 8F: 3 clusters Score -1.822092e+07 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 135532 members 
Entering Unmasked Estep 
Score: -18231498.000000 Penalty: 3966.313232
	Iteration 9F: 3 clusters Score -1.82315e+07 nChanged 12126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 143548 members 
Entering Unmasked Estep 
Score: -18240870.000000 Penalty: 3966.313232
	Iteration 10F: 3 clusters Score -1.824087e+07 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 149753 members 
Entering Unmasked Estep 
Score: -18246894.000000 Penalty: 3966.313232
	Iteration 11Q: 3 clusters Score -1.824689e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 154768 members 
Entering Unmasked Estep 
Score: -18250406.000000 Penalty: 3966.313232
	Iteration 12Q: 3 clusters Score -1.825041e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 159346 members 
Entering Unmasked Estep 
Score: -18252934.000000 Penalty: 3966.313232
	Iteration 13Q: 3 clusters Score -1.825293e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 163703 members 
Entering Unmasked Estep 
Score: -18254972.000000 Penalty: 3966.313232
	Iteration 14Q: 3 clusters Score -1.825497e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 167801 members 
Entering Unmasked Estep 
Score: -18256880.000000 Penalty: 3966.313232
	Iteration 15Q: 3 clusters Score -1.825688e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 171757 members 
Entering Unmasked Estep 
Score: -18258936.000000 Penalty: 3966.313232
	Iteration 16Q: 3 clusters Score -1.825894e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 175483 members 
Entering Unmasked Estep 
Score: -18260680.000000 Penalty: 3966.313232
	Iteration 17Q: 3 clusters Score -1.826068e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 179063 members 
Entering Unmasked Estep 
Score: -18262434.000000 Penalty: 3966.313232
	Iteration 18Q: 3 clusters Score -1.826243e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 182280 members 
Entering Unmasked Estep 
Score: -18264096.000000 Penalty: 3966.313232
	Iteration 19Q: 3 clusters Score -1.82641e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 185253 members 
Entering Unmasked Estep 
Score: -18265694.000000 Penalty: 3966.313232
	Iteration 20F: 3 clusters Score -1.826569e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 187946 members 
Entering Unmasked Estep 
Score: -18267246.000000 Penalty: 3966.313232
	Iteration 21Q: 3 clusters Score -1.826725e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 190316 members 
Entering Unmasked Estep 
Score: -18268492.000000 Penalty: 3966.313232
	Iteration 22Q: 3 clusters Score -1.826849e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 192346 members 
Entering Unmasked Estep 
Score: -18269730.000000 Penalty: 3966.313232
	Iteration 23Q: 3 clusters Score -1.826973e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 194078 members 
Entering Unmasked Estep 
Score: -18270832.000000 Penalty: 3966.313232
	Iteration 24Q: 3 clusters Score -1.827083e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 195440 members 
Entering Unmasked Estep 
Score: -18271692.000000 Penalty: 3966.313232
	Iteration 25Q: 3 clusters Score -1.827169e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 196500 members 
Entering Unmasked Estep 
Score: -18272426.000000 Penalty: 3966.313232
	Iteration 26Q: 3 clusters Score -1.827243e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 197292 members 
Entering Unmasked Estep 
Score: -18272976.000000 Penalty: 3966.313232
	Iteration 27Q: 3 clusters Score -1.827298e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 197858 members 
Entering Unmasked Estep 
Score: -18273378.000000 Penalty: 3966.313232
	Iteration 28Q: 3 clusters Score -1.827338e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 198223 members 
Entering Unmasked Estep 
Score: -18273618.000000 Penalty: 3966.313232
	Iteration 29Q: 3 clusters Score -1.827362e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 198462 members 
Entering Unmasked Estep 
Score: -18273750.000000 Penalty: 3966.313232
	Iteration 30Q: 3 clusters Score -1.827375e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 198619 members 
Entering Unmasked Estep 
Score: -18273828.000000 Penalty: 3966.313232
	Iteration 31Q: 3 clusters Score -1.827383e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 198715 members 
Entering Unmasked Estep 
Score: -18273890.000000 Penalty: 3966.313232
	Iteration 32Q: 3 clusters Score -1.827389e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 198777 members 
Entering Unmasked Estep 
Score: -18273934.000000 Penalty: 3966.313232
	Iteration 33Q: 3 clusters Score -1.827393e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 198824 members 
Entering Unmasked Estep 
Score: -18273954.000000 Penalty: 3966.313232
	Iteration 34Q: 3 clusters Score -1.827395e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 198866 members 
Entering Unmasked Estep 
Score: -18273988.000000 Penalty: 3966.313232
	Iteration 35Q: 3 clusters Score -1.827399e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 198897 members 
Entering Unmasked Estep 
Score: -18274002.000000 Penalty: 3966.313232
	Iteration 36Q: 3 clusters Score -1.8274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 198929 members 
Entering Unmasked Estep 
Score: -18274032.000000 Penalty: 3966.313232
	Iteration 37Q: 3 clusters Score -1.827403e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 198947 members 
Entering Unmasked Estep 
Score: -18274042.000000 Penalty: 3966.313232
	Iteration 38Q: 3 clusters Score -1.827404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 198960 members 
Entering Unmasked Estep 
Score: -18274064.000000 Penalty: 3966.313232
	Iteration 39Q: 3 clusters Score -1.827406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 198971 members 
Entering Unmasked Estep 
Score: -18274068.000000 Penalty: 3966.313232
	Iteration 40F: 3 clusters Score -1.827407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 198974 members 
Entering Unmasked Estep 
Score: -18274060.000000 Penalty: 3966.313232
	Iteration 41Q: 3 clusters Score -1.827406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 198981 members 
Entering Unmasked Estep 
Score: -18274066.000000 Penalty: 3966.313232
	Iteration 42Q: 3 clusters Score -1.827407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 198988 members 
Entering Unmasked Estep 
Score: -18274064.000000 Penalty: 3966.313232
	Iteration 43Q: 3 clusters Score -1.827406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 198997 members 
Entering Unmasked Estep 
Score: -18274074.000000 Penalty: 3966.313232
	Iteration 44Q: 3 clusters Score -1.827407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 199003 members 
Entering Unmasked Estep 
Score: -18274070.000000 Penalty: 3966.313232
	Iteration 45Q: 3 clusters Score -1.827407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 199011 members 
Entering Unmasked Estep 
Score: -18274076.000000 Penalty: 3966.313232
	Iteration 46Q: 3 clusters Score -1.827408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 199012 members 
Entering Unmasked Estep 
Score: -18274088.000000 Penalty: 3966.313232
	Iteration 47Q: 3 clusters Score -1.827409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 199016 members 
Entering Unmasked Estep 
Score: -18274096.000000 Penalty: 3966.313232
	Iteration 48Q: 3 clusters Score -1.82741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 199019 members 
Entering Unmasked Estep 
Score: -18274098.000000 Penalty: 3966.313232
	Iteration 49Q: 3 clusters Score -1.82741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 199021 members 
Entering Unmasked Estep 
Score: -18274096.000000 Penalty: 3966.313232
	Iteration 50Q: 3 clusters Score -1.82741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 199021 members 
Entering Unmasked Estep 
Score: -18274096.000000 Penalty: 3966.313232
	Iteration 51F: 3 clusters Score -1.82741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -199869.687500 Penalty: 1256.010498
	Iteration 0F: 2 clusters Score -199869.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -197625.156250 Penalty: 2512.020996
	Iteration 0F: 3 clusters Score -197625.2 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -198200.953125 Penalty: 2512.020996
	Iteration 1F: 3 clusters Score -198201 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -198392.531250 Penalty: 2512.020996
	Iteration 2F: 3 clusters Score -198392.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -198523.515625 Penalty: 2512.020996
	Iteration 3F: 3 clusters Score -198523.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -198604.843750 Penalty: 2512.020996
	Iteration 4Q: 3 clusters Score -198604.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -198658.640625 Penalty: 2512.020996
	Iteration 5Q: 3 clusters Score -198658.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -198695.125000 Penalty: 2512.020996
	Iteration 6Q: 3 clusters Score -198695.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -198739.359375 Penalty: 2512.020996
	Iteration 7Q: 3 clusters Score -198739.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -198795.156250 Penalty: 2512.020996
	Iteration 8Q: 3 clusters Score -198795.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -198839.468750 Penalty: 2512.020996
	Iteration 9Q: 3 clusters Score -198839.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -198878.000000 Penalty: 2512.020996
	Iteration 10Q: 3 clusters Score -198878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -198910.171875 Penalty: 2512.020996
	Iteration 11Q: 3 clusters Score -198910.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -198941.484375 Penalty: 2512.020996
	Iteration 12Q: 3 clusters Score -198941.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -198972.156250 Penalty: 2512.020996
	Iteration 13Q: 3 clusters Score -198972.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -198991.140625 Penalty: 2512.020996
	Iteration 14Q: 3 clusters Score -198991.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -199008.765625 Penalty: 2512.020996
	Iteration 15Q: 3 clusters Score -199008.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -199021.750000 Penalty: 2512.020996
	Iteration 16Q: 3 clusters Score -199021.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -199034.859375 Penalty: 2512.020996
	Iteration 17Q: 3 clusters Score -199034.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -199052.359375 Penalty: 2512.020996
	Iteration 18Q: 3 clusters Score -199052.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -199067.093750 Penalty: 2512.020996
	Iteration 19Q: 3 clusters Score -199067.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -199082.359375 Penalty: 2512.020996
	Iteration 20F: 3 clusters Score -199082.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -199093.843750 Penalty: 2512.020996
	Iteration 21Q: 3 clusters Score -199093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -199098.578125 Penalty: 2512.020996
	Iteration 22Q: 3 clusters Score -199098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -199105.187500 Penalty: 2512.020996
	Iteration 23Q: 3 clusters Score -199105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -199107.171875 Penalty: 2512.020996
	Iteration 24Q: 3 clusters Score -199107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -199109.312500 Penalty: 2512.020996
	Iteration 25Q: 3 clusters Score -199109.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -199111.718750 Penalty: 2512.020996
	Iteration 26Q: 3 clusters Score -199111.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -199113.312500 Penalty: 2512.020996
	Iteration 27Q: 3 clusters Score -199113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -199113.750000 Penalty: 2512.020996
	Iteration 28Q: 3 clusters Score -199113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -199113.750000 Penalty: 2512.020996
	Iteration 29F: 3 clusters Score -199113.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Entering Unmasked Estep 
Score: -684023.000000 Penalty: 1466.343018
	Iteration 0F: 2 clusters Score -684023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -678018.312500 Penalty: 2932.686035
	Iteration 0F: 3 clusters Score -678018.3 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -679936.000000 Penalty: 2932.686035
	Iteration 1F: 3 clusters Score -679936 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -680320.375000 Penalty: 2932.686035
	Iteration 2F: 3 clusters Score -680320.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -680672.250000 Penalty: 2932.686035
	Iteration 3F: 3 clusters Score -680672.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -681006.750000 Penalty: 2932.686035
	Iteration 4F: 3 clusters Score -681006.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -681303.750000 Penalty: 2932.686035
	Iteration 5F: 3 clusters Score -681303.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -681536.125000 Penalty: 2932.686035
	Iteration 6Q: 3 clusters Score -681536.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -681716.687500 Penalty: 2932.686035
	Iteration 7Q: 3 clusters Score -681716.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -681871.375000 Penalty: 2932.686035
	Iteration 8Q: 3 clusters Score -681871.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -682031.125000 Penalty: 2932.686035
	Iteration 9Q: 3 clusters Score -682031.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -682140.875000 Penalty: 2932.686035
	Iteration 10Q: 3 clusters Score -682140.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -682224.000000 Penalty: 2932.686035
	Iteration 11Q: 3 clusters Score -682224 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -682291.000000 Penalty: 2932.686035
	Iteration 12Q: 3 clusters Score -682291 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -682356.875000 Penalty: 2932.686035
	Iteration 13Q: 3 clusters Score -682356.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -682436.812500 Penalty: 2932.686035
	Iteration 14Q: 3 clusters Score -682436.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -682519.187500 Penalty: 2932.686035
	Iteration 15Q: 3 clusters Score -682519.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -682585.562500 Penalty: 2932.686035
	Iteration 16Q: 3 clusters Score -682585.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -682633.500000 Penalty: 2932.686035
	Iteration 17Q: 3 clusters Score -682633.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -682689.750000 Penalty: 2932.686035
	Iteration 18Q: 3 clusters Score -682689.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -682765.500000 Penalty: 2932.686035
	Iteration 19Q: 3 clusters Score -682765.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -682826.937500 Penalty: 2932.686035
	Iteration 20F: 3 clusters Score -682826.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -682864.750000 Penalty: 2932.686035
	Iteration 21Q: 3 clusters Score -682864.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -682900.312500 Penalty: 2932.686035
	Iteration 22Q: 3 clusters Score -682900.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -682931.062500 Penalty: 2932.686035
	Iteration 23Q: 3 clusters Score -682931.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -682963.812500 Penalty: 2932.686035
	Iteration 24Q: 3 clusters Score -682963.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -682995.937500 Penalty: 2932.686035
	Iteration 25Q: 3 clusters Score -682995.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -683022.375000 Penalty: 2932.686035
	Iteration 26Q: 3 clusters Score -683022.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -683048.937500 Penalty: 2932.686035
	Iteration 27Q: 3 clusters Score -683048.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -683077.062500 Penalty: 2932.686035
	Iteration 28Q: 3 clusters Score -683077.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -683110.437500 Penalty: 2932.686035
	Iteration 29Q: 3 clusters Score -683110.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -683145.437500 Penalty: 2932.686035
	Iteration 30Q: 3 clusters Score -683145.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -683179.312500 Penalty: 2932.686035
	Iteration 31Q: 3 clusters Score -683179.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -683200.687500 Penalty: 2932.686035
	Iteration 32Q: 3 clusters Score -683200.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -683221.187500 Penalty: 2932.686035
	Iteration 33Q: 3 clusters Score -683221.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -683238.187500 Penalty: 2932.686035
	Iteration 34Q: 3 clusters Score -683238.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -683254.875000 Penalty: 2932.686035
	Iteration 35Q: 3 clusters Score -683254.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -683274.312500 Penalty: 2932.686035
	Iteration 36Q: 3 clusters Score -683274.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -683289.125000 Penalty: 2932.686035
	Iteration 37Q: 3 clusters Score -683289.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -683301.437500 Penalty: 2932.686035
	Iteration 38Q: 3 clusters Score -683301.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -683308.312500 Penalty: 2932.686035
	Iteration 39Q: 3 clusters Score -683308.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -683315.000000 Penalty: 2932.686035
	Iteration 40F: 3 clusters Score -683315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -683323.687500 Penalty: 2932.686035
	Iteration 41Q: 3 clusters Score -683323.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -683333.187500 Penalty: 2932.686035
	Iteration 42Q: 3 clusters Score -683333.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -683346.812500 Penalty: 2932.686035
	Iteration 43Q: 3 clusters Score -683346.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -683359.187500 Penalty: 2932.686035
	Iteration 44Q: 3 clusters Score -683359.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -683372.000000 Penalty: 2932.686035
	Iteration 45Q: 3 clusters Score -683372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -683384.312500 Penalty: 2932.686035
	Iteration 46Q: 3 clusters Score -683384.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -683389.500000 Penalty: 2932.686035
	Iteration 47Q: 3 clusters Score -683389.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -683398.062500 Penalty: 2932.686035
	Iteration 48Q: 3 clusters Score -683398.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -683408.312500 Penalty: 2932.686035
	Iteration 49Q: 3 clusters Score -683408.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -683413.625000 Penalty: 2932.686035
	Iteration 50Q: 3 clusters Score -683413.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -683418.687500 Penalty: 2932.686035
	Iteration 51Q: 3 clusters Score -683418.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -683420.750000 Penalty: 2932.686035
	Iteration 52Q: 3 clusters Score -683420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -683422.437500 Penalty: 2932.686035
	Iteration 53Q: 3 clusters Score -683422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -683422.062500 Penalty: 2932.686035
	Iteration 54Q: 3 clusters Score -683422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -683422.875000 Penalty: 2932.686035
	Iteration 55Q: 3 clusters Score -683422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -683424.687500 Penalty: 2932.686035
	Iteration 56Q: 3 clusters Score -683424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -683425.000000 Penalty: 2932.686035
	Iteration 57Q: 3 clusters Score -683425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -683425.312500 Penalty: 2932.686035
	Iteration 58Q: 3 clusters Score -683425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -683425.687500 Penalty: 2932.686035
	Iteration 59Q: 3 clusters Score -683425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -683425.750000 Penalty: 2932.686035
	Iteration 60F: 3 clusters Score -683425.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Entering Unmasked Estep 
Score: -1475145.375000 Penalty: 1570.011108
	Iteration 0F: 2 clusters Score -1475145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1464273.875000 Penalty: 3140.022217
	Iteration 0F: 3 clusters Score -1464274 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1468109.000000 Penalty: 3140.022217
	Iteration 1F: 3 clusters Score -1468109 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1468387.000000 Penalty: 3140.022217
	Iteration 2Q: 3 clusters Score -1468387 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1468634.000000 Penalty: 3140.022217
	Iteration 3Q: 3 clusters Score -1468634 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1468849.750000 Penalty: 3140.022217
	Iteration 4Q: 3 clusters Score -1468850 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1469093.500000 Penalty: 3140.022217
	Iteration 5Q: 3 clusters Score -1469094 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1469424.000000 Penalty: 3140.022217
	Iteration 6Q: 3 clusters Score -1469424 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1469856.750000 Penalty: 3140.022217
	Iteration 7Q: 3 clusters Score -1469857 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1470445.625000 Penalty: 3140.022217
	Iteration 8F: 3 clusters Score -1470446 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1471175.625000 Penalty: 3140.022217
	Iteration 9F: 3 clusters Score -1471176 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1471895.250000 Penalty: 3140.022217
	Iteration 10F: 3 clusters Score -1471895 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1472584.750000 Penalty: 3140.022217
	Iteration 11Q: 3 clusters Score -1472585 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1473128.500000 Penalty: 3140.022217
	Iteration 12Q: 3 clusters Score -1473128 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1473442.750000 Penalty: 3140.022217
	Iteration 13Q: 3 clusters Score -1473443 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1473604.375000 Penalty: 3140.022217
	Iteration 14Q: 3 clusters Score -1473604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1473659.500000 Penalty: 3140.022217
	Iteration 15Q: 3 clusters Score -1473660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1473686.875000 Penalty: 3140.022217
	Iteration 16Q: 3 clusters Score -1473687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1473709.375000 Penalty: 3140.022217
	Iteration 17Q: 3 clusters Score -1473709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1473733.875000 Penalty: 3140.022217
	Iteration 18Q: 3 clusters Score -1473734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1473743.375000 Penalty: 3140.022217
	Iteration 19Q: 3 clusters Score -1473743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1473745.125000 Penalty: 3140.022217
	Iteration 20F: 3 clusters Score -1473745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1473747.750000 Penalty: 3140.022217
	Iteration 21Q: 3 clusters Score -1473748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1473753.125000 Penalty: 3140.022217
	Iteration 22Q: 3 clusters Score -1473753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1473761.750000 Penalty: 3140.022217
	Iteration 23Q: 3 clusters Score -1473762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1473764.625000 Penalty: 3140.022217
	Iteration 24Q: 3 clusters Score -1473765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1473765.375000 Penalty: 3140.022217
	Iteration 25Q: 3 clusters Score -1473765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1473766.375000 Penalty: 3140.022217
	Iteration 26Q: 3 clusters Score -1473766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1473766.375000 Penalty: 3140.022217
	Iteration 27F: 3 clusters Score -1473766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -405389.156250 Penalty: 1362.604858
	Iteration 0F: 2 clusters Score -405389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -401787.093750 Penalty: 2725.209717
	Iteration 0F: 3 clusters Score -401787.1 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -402858.718750 Penalty: 2725.209717
	Iteration 1F: 3 clusters Score -402858.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -403168.062500 Penalty: 2725.209717
	Iteration 2F: 3 clusters Score -403168.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -403412.500000 Penalty: 2725.209717
	Iteration 3F: 3 clusters Score -403412.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -403658.593750 Penalty: 2725.209717
	Iteration 4F: 3 clusters Score -403658.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -403929.750000 Penalty: 2725.209717
	Iteration 5F: 3 clusters Score -403929.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -404215.656250 Penalty: 2725.209717
	Iteration 6F: 3 clusters Score -404215.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -404505.625000 Penalty: 2725.209717
	Iteration 7F: 3 clusters Score -404505.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -404772.812500 Penalty: 2725.209717
	Iteration 8F: 3 clusters Score -404772.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -404943.843750 Penalty: 2725.209717
	Iteration 9Q: 3 clusters Score -404943.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -405040.156250 Penalty: 2725.209717
	Iteration 10Q: 3 clusters Score -405040.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -405084.125000 Penalty: 2725.209717
	Iteration 11Q: 3 clusters Score -405084.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -405104.531250 Penalty: 2725.209717
	Iteration 12Q: 3 clusters Score -405104.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -405116.968750 Penalty: 2725.209717
	Iteration 13Q: 3 clusters Score -405117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -405122.937500 Penalty: 2725.209717
	Iteration 14Q: 3 clusters Score -405122.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -405129.437500 Penalty: 2725.209717
	Iteration 15Q: 3 clusters Score -405129.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -405133.656250 Penalty: 2725.209717
	Iteration 16Q: 3 clusters Score -405133.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -405137.968750 Penalty: 2725.209717
	Iteration 17Q: 3 clusters Score -405138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -405139.812500 Penalty: 2725.209717
	Iteration 18Q: 3 clusters Score -405139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -405141.062500 Penalty: 2725.209717
	Iteration 19Q: 3 clusters Score -405141.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -405140.812500 Penalty: 2725.209717
	Iteration 20F: 3 clusters Score -405140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -405141.593750 Penalty: 2725.209717
	Iteration 21Q: 3 clusters Score -405141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -405142.000000 Penalty: 2725.209717
	Iteration 22Q: 3 clusters Score -405142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -405142.000000 Penalty: 2725.209717
	Iteration 23F: 3 clusters Score -405142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -484722.187500 Penalty: 1395.068848
	Iteration 0F: 2 clusters Score -484722.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -480466.062500 Penalty: 2790.137695
	Iteration 0F: 3 clusters Score -480466.1 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -481680.843750 Penalty: 2790.137695
	Iteration 1F: 3 clusters Score -481680.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -481865.812500 Penalty: 2790.137695
	Iteration 2F: 3 clusters Score -481865.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -481989.750000 Penalty: 2790.137695
	Iteration 3F: 3 clusters Score -481989.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -482087.500000 Penalty: 2790.137695
	Iteration 4Q: 3 clusters Score -482087.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -482165.656250 Penalty: 2790.137695
	Iteration 5Q: 3 clusters Score -482165.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -482219.406250 Penalty: 2790.137695
	Iteration 6Q: 3 clusters Score -482219.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -482263.750000 Penalty: 2790.137695
	Iteration 7Q: 3 clusters Score -482263.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -482299.906250 Penalty: 2790.137695
	Iteration 8Q: 3 clusters Score -482299.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -482330.562500 Penalty: 2790.137695
	Iteration 9Q: 3 clusters Score -482330.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -482363.343750 Penalty: 2790.137695
	Iteration 10Q: 3 clusters Score -482363.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -482394.156250 Penalty: 2790.137695
	Iteration 11Q: 3 clusters Score -482394.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -482421.531250 Penalty: 2790.137695
	Iteration 12Q: 3 clusters Score -482421.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -482461.375000 Penalty: 2790.137695
	Iteration 13Q: 3 clusters Score -482461.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -482505.468750 Penalty: 2790.137695
	Iteration 14Q: 3 clusters Score -482505.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -482556.843750 Penalty: 2790.137695
	Iteration 15Q: 3 clusters Score -482556.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -482606.031250 Penalty: 2790.137695
	Iteration 16Q: 3 clusters Score -482606 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -482658.031250 Penalty: 2790.137695
	Iteration 17Q: 3 clusters Score -482658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -482704.562500 Penalty: 2790.137695
	Iteration 18Q: 3 clusters Score -482704.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -482757.375000 Penalty: 2790.137695
	Iteration 19Q: 3 clusters Score -482757.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -482824.062500 Penalty: 2790.137695
	Iteration 20F: 3 clusters Score -482824.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -482900.812500 Penalty: 2790.137695
	Iteration 21Q: 3 clusters Score -482900.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -482994.250000 Penalty: 2790.137695
	Iteration 22Q: 3 clusters Score -482994.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -483098.656250 Penalty: 2790.137695
	Iteration 23Q: 3 clusters Score -483098.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -483190.500000 Penalty: 2790.137695
	Iteration 24Q: 3 clusters Score -483190.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -483257.562500 Penalty: 2790.137695
	Iteration 25Q: 3 clusters Score -483257.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -483314.656250 Penalty: 2790.137695
	Iteration 26Q: 3 clusters Score -483314.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -483351.406250 Penalty: 2790.137695
	Iteration 27Q: 3 clusters Score -483351.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -483389.156250 Penalty: 2790.137695
	Iteration 28Q: 3 clusters Score -483389.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -483418.093750 Penalty: 2790.137695
	Iteration 29Q: 3 clusters Score -483418.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -483445.156250 Penalty: 2790.137695
	Iteration 30Q: 3 clusters Score -483445.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -483466.093750 Penalty: 2790.137695
	Iteration 31Q: 3 clusters Score -483466.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -483478.625000 Penalty: 2790.137695
	Iteration 32Q: 3 clusters Score -483478.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -483492.343750 Penalty: 2790.137695
	Iteration 33Q: 3 clusters Score -483492.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -483507.812500 Penalty: 2790.137695
	Iteration 34Q: 3 clusters Score -483507.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -483531.781250 Penalty: 2790.137695
	Iteration 35Q: 3 clusters Score -483531.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -483559.187500 Penalty: 2790.137695
	Iteration 36Q: 3 clusters Score -483559.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -483583.687500 Penalty: 2790.137695
	Iteration 37Q: 3 clusters Score -483583.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -483617.656250 Penalty: 2790.137695
	Iteration 38Q: 3 clusters Score -483617.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -483655.718750 Penalty: 2790.137695
	Iteration 39Q: 3 clusters Score -483655.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -483688.687500 Penalty: 2790.137695
	Iteration 40F: 3 clusters Score -483688.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -483714.937500 Penalty: 2790.137695
	Iteration 41Q: 3 clusters Score -483714.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -483739.093750 Penalty: 2790.137695
	Iteration 42Q: 3 clusters Score -483739.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -483767.843750 Penalty: 2790.137695
	Iteration 43Q: 3 clusters Score -483767.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -483795.312500 Penalty: 2790.137695
	Iteration 44Q: 3 clusters Score -483795.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -483809.281250 Penalty: 2790.137695
	Iteration 45Q: 3 clusters Score -483809.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -483822.750000 Penalty: 2790.137695
	Iteration 46Q: 3 clusters Score -483822.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -483830.343750 Penalty: 2790.137695
	Iteration 47Q: 3 clusters Score -483830.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -483835.718750 Penalty: 2790.137695
	Iteration 48Q: 3 clusters Score -483835.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -483840.718750 Penalty: 2790.137695
	Iteration 49Q: 3 clusters Score -483840.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -483843.437500 Penalty: 2790.137695
	Iteration 50Q: 3 clusters Score -483843.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -483847.000000 Penalty: 2790.137695
	Iteration 51Q: 3 clusters Score -483847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -483847.968750 Penalty: 2790.137695
	Iteration 52Q: 3 clusters Score -483848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -483848.312500 Penalty: 2790.137695
	Iteration 53Q: 3 clusters Score -483848.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -483850.718750 Penalty: 2790.137695
	Iteration 54Q: 3 clusters Score -483850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -483850.843750 Penalty: 2790.137695
	Iteration 55Q: 3 clusters Score -483850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -483850.843750 Penalty: 2790.137695
	Iteration 56F: 3 clusters Score -483850.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -47432.476562 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -47432.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46348.863281 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -46348.86 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46530.457031 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -46530.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46587.527344 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -46587.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46635.929688 Penalty: 2057.159424
	Iteration 3Q: 3 clusters Score -46635.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46726.027344 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -46726.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -46792.535156 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -46792.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46897.265625 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -46897.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47037.054688 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -47037.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47139.285156 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -47139.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47276.316406 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -47276.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47357.343750 Penalty: 2057.159424
	Iteration 10Q: 3 clusters Score -47357.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47420.812500 Penalty: 2057.159424
	Iteration 11Q: 3 clusters Score -47420.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47435.257812 Penalty: 2057.159424
	Iteration 12Q: 3 clusters Score -47435.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47439.617188 Penalty: 2057.159424
	Iteration 13Q: 3 clusters Score -47439.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47441.171875 Penalty: 2057.159424
	Iteration 14Q: 3 clusters Score -47441.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47444.164062 Penalty: 2057.159424
	Iteration 15Q: 3 clusters Score -47444.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47446.425781 Penalty: 2057.159424
	Iteration 16Q: 3 clusters Score -47446.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47452.738281 Penalty: 2057.159424
	Iteration 17F: 3 clusters Score -47452.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47485.011719 Penalty: 2057.159424
	Iteration 18Q: 3 clusters Score -47485.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47488.105469 Penalty: 2057.159424
	Iteration 19Q: 3 clusters Score -47488.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47488.105469 Penalty: 2057.159424
	Iteration 20F: 3 clusters Score -47488.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 87435 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 66529 members 
Mstep: Class 10 contains 9194 members 
Mstep: Class 11 contains 199594 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 15703 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 13305 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 76079 members 
Mstep: Class 23 contains 7574 members 
Mstep: Class 24 contains 326 members 
Entering Unmasked Estep 
Score: -53854204.000000 Penalty: 51850.226562
Splitting cluster 17 changes total score from -53855256.000000 to -53854204.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (13305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Entering Unmasked Estep 
Score: -1247662.000000 Penalty: 1543.083008
	Iteration 0F: 2 clusters Score -1247662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1238332.375000 Penalty: 3086.166016
	Iteration 0F: 3 clusters Score -1238332 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1241470.750000 Penalty: 3086.166016
	Iteration 1F: 3 clusters Score -1241471 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1241825.500000 Penalty: 3086.166016
	Iteration 2F: 3 clusters Score -1241826 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1242211.625000 Penalty: 3086.166016
	Iteration 3F: 3 clusters Score -1242212 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1242659.125000 Penalty: 3086.166016
	Iteration 4F: 3 clusters Score -1242659 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1243218.250000 Penalty: 3086.166016
	Iteration 5F: 3 clusters Score -1243218 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1243887.875000 Penalty: 3086.166016
	Iteration 6F: 3 clusters Score -1243888 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1244543.875000 Penalty: 3086.166016
	Iteration 7F: 3 clusters Score -1244544 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1245127.625000 Penalty: 3086.166016
	Iteration 8F: 3 clusters Score -1245128 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1245579.500000 Penalty: 3086.166016
	Iteration 9Q: 3 clusters Score -1245580 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1245852.750000 Penalty: 3086.166016
	Iteration 10Q: 3 clusters Score -1245853 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1246007.000000 Penalty: 3086.166016
	Iteration 11Q: 3 clusters Score -1246007 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1246090.750000 Penalty: 3086.166016
	Iteration 12Q: 3 clusters Score -1246091 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1246145.750000 Penalty: 3086.166016
	Iteration 13Q: 3 clusters Score -1246146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1246205.125000 Penalty: 3086.166016
	Iteration 14Q: 3 clusters Score -1246205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1246236.375000 Penalty: 3086.166016
	Iteration 15Q: 3 clusters Score -1246236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1246257.750000 Penalty: 3086.166016
	Iteration 16Q: 3 clusters Score -1246258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1246275.125000 Penalty: 3086.166016
	Iteration 17Q: 3 clusters Score -1246275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1246291.750000 Penalty: 3086.166016
	Iteration 18Q: 3 clusters Score -1246292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1246300.500000 Penalty: 3086.166016
	Iteration 19Q: 3 clusters Score -1246300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1246314.375000 Penalty: 3086.166016
	Iteration 20F: 3 clusters Score -1246314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1246317.375000 Penalty: 3086.166016
	Iteration 21Q: 3 clusters Score -1246317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1246319.375000 Penalty: 3086.166016
	Iteration 22Q: 3 clusters Score -1246319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1246322.375000 Penalty: 3086.166016
	Iteration 23Q: 3 clusters Score -1246322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1246324.875000 Penalty: 3086.166016
	Iteration 24Q: 3 clusters Score -1246325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1246327.250000 Penalty: 3086.166016
	Iteration 25Q: 3 clusters Score -1246327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1246327.375000 Penalty: 3086.166016
	Iteration 26Q: 3 clusters Score -1246327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1246330.375000 Penalty: 3086.166016
	Iteration 27Q: 3 clusters Score -1246330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1246330.375000 Penalty: 3086.166016
	Iteration 28F: 3 clusters Score -1246330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Entering Unmasked Estep 
Score: -1152495.375000 Penalty: 1534.184326
	Iteration 0F: 2 clusters Score -1152495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1143665.500000 Penalty: 3068.368652
	Iteration 0F: 3 clusters Score -1143666 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1146672.500000 Penalty: 3068.368652
	Iteration 1F: 3 clusters Score -1146672 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1146991.000000 Penalty: 3068.368652
	Iteration 2F: 3 clusters Score -1146991 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1147260.000000 Penalty: 3068.368652
	Iteration 3Q: 3 clusters Score -1147260 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1147548.750000 Penalty: 3068.368652
	Iteration 4Q: 3 clusters Score -1147549 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1147921.625000 Penalty: 3068.368652
	Iteration 5F: 3 clusters Score -1147922 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1148365.500000 Penalty: 3068.368652
	Iteration 6F: 3 clusters Score -1148366 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1148915.125000 Penalty: 3068.368652
	Iteration 7F: 3 clusters Score -1148915 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1149487.125000 Penalty: 3068.368652
	Iteration 8F: 3 clusters Score -1149487 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1149999.250000 Penalty: 3068.368652
	Iteration 9Q: 3 clusters Score -1149999 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1150418.125000 Penalty: 3068.368652
	Iteration 10Q: 3 clusters Score -1150418 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1150707.250000 Penalty: 3068.368652
	Iteration 11Q: 3 clusters Score -1150707 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1150900.375000 Penalty: 3068.368652
	Iteration 12Q: 3 clusters Score -1150900 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1151018.375000 Penalty: 3068.368652
	Iteration 13Q: 3 clusters Score -1151018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1151101.750000 Penalty: 3068.368652
	Iteration 14Q: 3 clusters Score -1151102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1151143.625000 Penalty: 3068.368652
	Iteration 15Q: 3 clusters Score -1151144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1151167.625000 Penalty: 3068.368652
	Iteration 16Q: 3 clusters Score -1151168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1151193.750000 Penalty: 3068.368652
	Iteration 17Q: 3 clusters Score -1151194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1151209.250000 Penalty: 3068.368652
	Iteration 18Q: 3 clusters Score -1151209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1151212.125000 Penalty: 3068.368652
	Iteration 19Q: 3 clusters Score -1151212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1151213.875000 Penalty: 3068.368652
	Iteration 20F: 3 clusters Score -1151214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1151215.875000 Penalty: 3068.368652
	Iteration 21Q: 3 clusters Score -1151216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1151218.750000 Penalty: 3068.368652
	Iteration 22Q: 3 clusters Score -1151219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1151218.750000 Penalty: 3068.368652
	Iteration 23F: 3 clusters Score -1151219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Entering Unmasked Estep 
Score: -1313960.875000 Penalty: 1559.219116
	Iteration 0F: 2 clusters Score -1313961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1303768.875000 Penalty: 3118.438232
	Iteration 0F: 3 clusters Score -1303769 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1307278.750000 Penalty: 3118.438232
	Iteration 1F: 3 clusters Score -1307279 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1307757.750000 Penalty: 3118.438232
	Iteration 2F: 3 clusters Score -1307758 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1308247.125000 Penalty: 3118.438232
	Iteration 3F: 3 clusters Score -1308247 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1308796.000000 Penalty: 3118.438232
	Iteration 4F: 3 clusters Score -1308796 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1309386.875000 Penalty: 3118.438232
	Iteration 5F: 3 clusters Score -1309387 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1309912.500000 Penalty: 3118.438232
	Iteration 6F: 3 clusters Score -1309912 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1310378.000000 Penalty: 3118.438232
	Iteration 7F: 3 clusters Score -1310378 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1310804.625000 Penalty: 3118.438232
	Iteration 8Q: 3 clusters Score -1310805 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1311217.625000 Penalty: 3118.438232
	Iteration 9Q: 3 clusters Score -1311218 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1311664.500000 Penalty: 3118.438232
	Iteration 10Q: 3 clusters Score -1311664 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1312150.125000 Penalty: 3118.438232
	Iteration 11Q: 3 clusters Score -1312150 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1312532.500000 Penalty: 3118.438232
	Iteration 12Q: 3 clusters Score -1312532 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1312707.250000 Penalty: 3118.438232
	Iteration 13Q: 3 clusters Score -1312707 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1312771.625000 Penalty: 3118.438232
	Iteration 14Q: 3 clusters Score -1312772 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1312825.750000 Penalty: 3118.438232
	Iteration 15Q: 3 clusters Score -1312826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1312863.250000 Penalty: 3118.438232
	Iteration 16Q: 3 clusters Score -1312863 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1312888.625000 Penalty: 3118.438232
	Iteration 17Q: 3 clusters Score -1312889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1312911.500000 Penalty: 3118.438232
	Iteration 18Q: 3 clusters Score -1312912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1312925.500000 Penalty: 3118.438232
	Iteration 19Q: 3 clusters Score -1312926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1312938.125000 Penalty: 3118.438232
	Iteration 20F: 3 clusters Score -1312938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1312967.500000 Penalty: 3118.438232
	Iteration 21Q: 3 clusters Score -1312968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1312979.500000 Penalty: 3118.438232
	Iteration 22Q: 3 clusters Score -1312980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1312995.875000 Penalty: 3118.438232
	Iteration 23Q: 3 clusters Score -1312996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1313006.375000 Penalty: 3118.438232
	Iteration 24Q: 3 clusters Score -1313006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1313013.750000 Penalty: 3118.438232
	Iteration 25Q: 3 clusters Score -1313014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1313018.875000 Penalty: 3118.438232
	Iteration 26Q: 3 clusters Score -1313019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1313026.500000 Penalty: 3118.438232
	Iteration 27Q: 3 clusters Score -1313026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1313032.625000 Penalty: 3118.438232
	Iteration 28Q: 3 clusters Score -1313033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1313037.250000 Penalty: 3118.438232
	Iteration 29Q: 3 clusters Score -1313037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1313043.125000 Penalty: 3118.438232
	Iteration 30Q: 3 clusters Score -1313043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1313053.875000 Penalty: 3118.438232
	Iteration 31Q: 3 clusters Score -1313054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1313062.000000 Penalty: 3118.438232
	Iteration 32Q: 3 clusters Score -1313062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1313069.750000 Penalty: 3118.438232
	Iteration 33Q: 3 clusters Score -1313070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1313076.125000 Penalty: 3118.438232
	Iteration 34Q: 3 clusters Score -1313076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1313080.625000 Penalty: 3118.438232
	Iteration 35Q: 3 clusters Score -1313081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1313083.125000 Penalty: 3118.438232
	Iteration 36Q: 3 clusters Score -1313083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1313093.750000 Penalty: 3118.438232
	Iteration 37Q: 3 clusters Score -1313094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1313099.875000 Penalty: 3118.438232
	Iteration 38Q: 3 clusters Score -1313100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1313106.875000 Penalty: 3118.438232
	Iteration 39Q: 3 clusters Score -1313107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1313110.625000 Penalty: 3118.438232
	Iteration 40F: 3 clusters Score -1313111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1313109.250000 Penalty: 3118.438232
	Iteration 41Q: 3 clusters Score -1313109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1313113.625000 Penalty: 3118.438232
	Iteration 42Q: 3 clusters Score -1313114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1313116.125000 Penalty: 3118.438232
	Iteration 43Q: 3 clusters Score -1313116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1313119.875000 Penalty: 3118.438232
	Iteration 44Q: 3 clusters Score -1313120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1313121.000000 Penalty: 3118.438232
	Iteration 45Q: 3 clusters Score -1313121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1313122.750000 Penalty: 3118.438232
	Iteration 46Q: 3 clusters Score -1313123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1313128.500000 Penalty: 3118.438232
	Iteration 47Q: 3 clusters Score -1313128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1313129.500000 Penalty: 3118.438232
	Iteration 48Q: 3 clusters Score -1313130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1313129.625000 Penalty: 3118.438232
	Iteration 49Q: 3 clusters Score -1313130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1313130.250000 Penalty: 3118.438232
	Iteration 50Q: 3 clusters Score -1313130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1313131.875000 Penalty: 3118.438232
	Iteration 51Q: 3 clusters Score -1313132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1313130.500000 Penalty: 3118.438232
	Iteration 52Q: 3 clusters Score -1313130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1313133.875000 Penalty: 3118.438232
	Iteration 53Q: 3 clusters Score -1313134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1313135.500000 Penalty: 3118.438232
	Iteration 54Q: 3 clusters Score -1313136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1313134.625000 Penalty: 3118.438232
	Iteration 55Q: 3 clusters Score -1313135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1313135.375000 Penalty: 3118.438232
	Iteration 56Q: 3 clusters Score -1313135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1313135.500000 Penalty: 3118.438232
	Iteration 57Q: 3 clusters Score -1313136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1313133.875000 Penalty: 3118.438232
	Iteration 58Q: 3 clusters Score -1313134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1313134.375000 Penalty: 3118.438232
	Iteration 59Q: 3 clusters Score -1313134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1313132.000000 Penalty: 3118.438232
	Iteration 60F: 3 clusters Score -1313132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1313135.000000 Penalty: 3118.438232
	Iteration 61Q: 3 clusters Score -1313135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1313136.375000 Penalty: 3118.438232
	Iteration 62Q: 3 clusters Score -1313136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1313139.625000 Penalty: 3118.438232
	Iteration 63Q: 3 clusters Score -1313140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1313141.000000 Penalty: 3118.438232
	Iteration 64Q: 3 clusters Score -1313141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1313140.500000 Penalty: 3118.438232
	Iteration 65Q: 3 clusters Score -1313140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1313143.500000 Penalty: 3118.438232
	Iteration 66Q: 3 clusters Score -1313144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1313137.875000 Penalty: 3118.438232
	Iteration 67Q: 3 clusters Score -1313138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1313137.875000 Penalty: 3118.438232
	Iteration 68F: 3 clusters Score -1313138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -104495.460938 Penalty: 1171.517822
	Iteration 0F: 2 clusters Score -104495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -102857.132812 Penalty: 2343.035645
	Iteration 0F: 3 clusters Score -102857.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -103508.000000 Penalty: 2343.035645
	Iteration 1F: 3 clusters Score -103508 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -103868.351562 Penalty: 2343.035645
	Iteration 2F: 3 clusters Score -103868.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -104081.414062 Penalty: 2343.035645
	Iteration 3F: 3 clusters Score -104081.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -104176.640625 Penalty: 2343.035645
	Iteration 4Q: 3 clusters Score -104176.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -104246.882812 Penalty: 2343.035645
	Iteration 5Q: 3 clusters Score -104246.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -104289.335938 Penalty: 2343.035645
	Iteration 6Q: 3 clusters Score -104289.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -104319.015625 Penalty: 2343.035645
	Iteration 7Q: 3 clusters Score -104319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -104339.898438 Penalty: 2343.035645
	Iteration 8Q: 3 clusters Score -104339.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -104356.968750 Penalty: 2343.035645
	Iteration 9Q: 3 clusters Score -104357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -104367.593750 Penalty: 2343.035645
	Iteration 10Q: 3 clusters Score -104367.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -104382.320312 Penalty: 2343.035645
	Iteration 11Q: 3 clusters Score -104382.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -104394.312500 Penalty: 2343.035645
	Iteration 12Q: 3 clusters Score -104394.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -104405.281250 Penalty: 2343.035645
	Iteration 13Q: 3 clusters Score -104405.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -104416.312500 Penalty: 2343.035645
	Iteration 14Q: 3 clusters Score -104416.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -104427.796875 Penalty: 2343.035645
	Iteration 15Q: 3 clusters Score -104427.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -104443.898438 Penalty: 2343.035645
	Iteration 16Q: 3 clusters Score -104443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -104455.976562 Penalty: 2343.035645
	Iteration 17Q: 3 clusters Score -104456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -104461.648438 Penalty: 2343.035645
	Iteration 18Q: 3 clusters Score -104461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -104468.757812 Penalty: 2343.035645
	Iteration 19Q: 3 clusters Score -104468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -104470.843750 Penalty: 2343.035645
	Iteration 20F: 3 clusters Score -104470.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -104479.187500 Penalty: 2343.035645
	Iteration 21Q: 3 clusters Score -104479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -104488.703125 Penalty: 2343.035645
	Iteration 22Q: 3 clusters Score -104488.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104490.789062 Penalty: 2343.035645
	Iteration 23Q: 3 clusters Score -104490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104490.789062 Penalty: 2343.035645
	Iteration 24F: 3 clusters Score -104490.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Entering Unmasked Estep 
Score: -7526338.000000 Penalty: 1826.423218
	Iteration 0F: 2 clusters Score -7526338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -7475975.500000 Penalty: 3652.846436
	Iteration 0F: 3 clusters Score -7475976 nChanged 35985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -7496141.000000 Penalty: 3652.846436
	Iteration 1F: 3 clusters Score -7496141 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -7496672.500000 Penalty: 3652.846436
	Iteration 2Q: 3 clusters Score -7496672 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -7497246.000000 Penalty: 3652.846436
	Iteration 3Q: 3 clusters Score -7497246 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -7498051.500000 Penalty: 3652.846436
	Iteration 4Q: 3 clusters Score -7498052 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -7499317.500000 Penalty: 3652.846436
	Iteration 5Q: 3 clusters Score -7499318 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -7501417.500000 Penalty: 3652.846436
	Iteration 6F: 3 clusters Score -7501418 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -7505021.500000 Penalty: 3652.846436
	Iteration 7F: 3 clusters Score -7505022 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -7510401.500000 Penalty: 3652.846436
	Iteration 8F: 3 clusters Score -7510402 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -7516524.000000 Penalty: 3652.846436
	Iteration 9F: 3 clusters Score -7516524 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 72102 members 
Entering Unmasked Estep 
Score: -7521059.000000 Penalty: 3652.846436
	Iteration 10F: 3 clusters Score -7521059 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -7523404.000000 Penalty: 3652.846436
	Iteration 11Q: 3 clusters Score -7523404 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -7524281.500000 Penalty: 3652.846436
	Iteration 12Q: 3 clusters Score -7524282 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 75771 members 
Entering Unmasked Estep 
Score: -7524536.000000 Penalty: 3652.846436
	Iteration 13Q: 3 clusters Score -7524536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -7524612.500000 Penalty: 3652.846436
	Iteration 14Q: 3 clusters Score -7524612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 75871 members 
Entering Unmasked Estep 
Score: -7524669.500000 Penalty: 3652.846436
	Iteration 15Q: 3 clusters Score -7524670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -7524698.500000 Penalty: 3652.846436
	Iteration 16Q: 3 clusters Score -7524698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -7524720.000000 Penalty: 3652.846436
	Iteration 17Q: 3 clusters Score -7524720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -7524731.500000 Penalty: 3652.846436
	Iteration 18Q: 3 clusters Score -7524732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -7524750.000000 Penalty: 3652.846436
	Iteration 19Q: 3 clusters Score -7524750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -7524762.000000 Penalty: 3652.846436
	Iteration 20F: 3 clusters Score -7524762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -7524761.000000 Penalty: 3652.846436
	Iteration 21Q: 3 clusters Score -7524761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -7524763.500000 Penalty: 3652.846436
	Iteration 22Q: 3 clusters Score -7524764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -7524763.500000 Penalty: 3652.846436
	Iteration 23F: 3 clusters Score -7524764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Entering Unmasked Estep 
Score: -655155.312500 Penalty: 1451.527466
	Iteration 0F: 2 clusters Score -655155.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -649549.437500 Penalty: 2903.054932
	Iteration 0F: 3 clusters Score -649549.4 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -651503.562500 Penalty: 2903.054932
	Iteration 1F: 3 clusters Score -651503.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -651874.875000 Penalty: 2903.054932
	Iteration 2F: 3 clusters Score -651874.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -652204.812500 Penalty: 2903.054932
	Iteration 3F: 3 clusters Score -652204.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -652503.750000 Penalty: 2903.054932
	Iteration 4F: 3 clusters Score -652503.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -652787.750000 Penalty: 2903.054932
	Iteration 5F: 3 clusters Score -652787.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -653073.812500 Penalty: 2903.054932
	Iteration 6F: 3 clusters Score -653073.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -653369.437500 Penalty: 2903.054932
	Iteration 7Q: 3 clusters Score -653369.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -653679.125000 Penalty: 2903.054932
	Iteration 8Q: 3 clusters Score -653679.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -653909.125000 Penalty: 2903.054932
	Iteration 9Q: 3 clusters Score -653909.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -654077.625000 Penalty: 2903.054932
	Iteration 10Q: 3 clusters Score -654077.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -654196.250000 Penalty: 2903.054932
	Iteration 11Q: 3 clusters Score -654196.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -654272.875000 Penalty: 2903.054932
	Iteration 12Q: 3 clusters Score -654272.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -654323.250000 Penalty: 2903.054932
	Iteration 13Q: 3 clusters Score -654323.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -654358.562500 Penalty: 2903.054932
	Iteration 14Q: 3 clusters Score -654358.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -654382.000000 Penalty: 2903.054932
	Iteration 15Q: 3 clusters Score -654382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -654397.312500 Penalty: 2903.054932
	Iteration 16Q: 3 clusters Score -654397.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -654405.562500 Penalty: 2903.054932
	Iteration 17Q: 3 clusters Score -654405.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -654413.250000 Penalty: 2903.054932
	Iteration 18Q: 3 clusters Score -654413.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -654423.625000 Penalty: 2903.054932
	Iteration 19Q: 3 clusters Score -654423.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -654435.062500 Penalty: 2903.054932
	Iteration 20F: 3 clusters Score -654435.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -654444.437500 Penalty: 2903.054932
	Iteration 21Q: 3 clusters Score -654444.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -654449.312500 Penalty: 2903.054932
	Iteration 22Q: 3 clusters Score -654449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -654455.187500 Penalty: 2903.054932
	Iteration 23Q: 3 clusters Score -654455.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -654458.375000 Penalty: 2903.054932
	Iteration 24Q: 3 clusters Score -654458.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -654463.437500 Penalty: 2903.054932
	Iteration 25Q: 3 clusters Score -654463.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -654464.875000 Penalty: 2903.054932
	Iteration 26Q: 3 clusters Score -654464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -654464.562500 Penalty: 2903.054932
	Iteration 27Q: 3 clusters Score -654464.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -654464.937500 Penalty: 2903.054932
	Iteration 28Q: 3 clusters Score -654464.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -654466.937500 Penalty: 2903.054932
	Iteration 29Q: 3 clusters Score -654466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -654467.812500 Penalty: 2903.054932
	Iteration 30Q: 3 clusters Score -654467.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -654470.125000 Penalty: 2903.054932
	Iteration 31Q: 3 clusters Score -654470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -654471.625000 Penalty: 2903.054932
	Iteration 32Q: 3 clusters Score -654471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -654471.875000 Penalty: 2903.054932
	Iteration 33Q: 3 clusters Score -654471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -654472.750000 Penalty: 2903.054932
	Iteration 34Q: 3 clusters Score -654472.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -654472.750000 Penalty: 2903.054932
	Iteration 35F: 3 clusters Score -654472.8 nChanged 0
--- Evaluating fit on full set of 1782525 points ---
Entering Unmasked Estep 
Score: -161466896.000000 Penalty: 53795.859375
22->24 Clusters: Score -161466896.000000, best is -161493104.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 594175 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 27450 members 
Mstep: Class 3 contains 26735 members 
Mstep: Class 4 contains 26967 members 
Mstep: Class 5 contains 26927 members 
Mstep: Class 6 contains 26993 members 
Mstep: Class 7 contains 26727 members 
Mstep: Class 8 contains 26887 members 
Mstep: Class 9 contains 27214 members 
Mstep: Class 10 contains 27164 members 
Mstep: Class 11 contains 26884 members 
Mstep: Class 12 contains 26972 members 
Mstep: Class 13 contains 27147 members 
Mstep: Class 14 contains 26711 members 
Mstep: Class 15 contains 26983 members 
Mstep: Class 16 contains 26869 members 
Mstep: Class 17 contains 27121 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 19 contains 27194 members 
Mstep: Class 20 contains 26951 members 
Mstep: Class 21 contains 26972 members 
Mstep: Class 22 contains 27009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 471.445251 but Gain 2160.425781
Score: -50886740.000000 Penalty: 45368.945312
Iteration 0F: 22 clusters Score -5.088674e+07 nChanged 563468
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 25918 members 
Mstep: Class 3 contains 15816 members 
Mstep: Class 4 contains 36102 members 
Mstep: Class 5 contains 16042 members 
Mstep: Class 6 contains 36534 members 
Mstep: Class 7 contains 66961 members 
Mstep: Class 8 contains 22894 members 
Mstep: Class 9 contains 42601 members 
Mstep: Class 10 contains 28338 members 
Mstep: Class 11 contains 23762 members 
Mstep: Class 12 contains 17911 members 
Mstep: Class 14 contains 19597 members 
Mstep: Class 15 contains 37372 members 
Mstep: Class 16 contains 24231 members 
Mstep: Class 17 contains 13198 members 
Mstep: Class 18 contains 20720 members 
Mstep: Class 19 contains 26029 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 36259 members 
Mstep: Class 22 contains 28758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405452.000000 Penalty: 45368.945312
Iteration 1F: 22 clusters Score -5.240545e+07 nChanged 217236
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 22116 members 
Mstep: Class 3 contains 12349 members 
Mstep: Class 4 contains 45285 members 
Mstep: Class 5 contains 13423 members 
Mstep: Class 6 contains 38636 members 
Mstep: Class 7 contains 68427 members 
Mstep: Class 8 contains 20542 members 
Mstep: Class 9 contains 51756 members 
Mstep: Class 10 contains 22502 members 
Mstep: Class 11 contains 18848 members 
Mstep: Class 12 contains 15679 members 
Mstep: Class 14 contains 11201 members 
Mstep: Class 15 contains 42119 members 
Mstep: Class 16 contains 19364 members 
Mstep: Class 17 contains 12263 members 
Mstep: Class 18 contains 19997 members 
Mstep: Class 19 contains 31009 members 
Mstep: Class 20 contains 30217 members 
Mstep: Class 21 contains 36721 members 
Mstep: Class 22 contains 43865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52866440.000000 Penalty: 45368.945312
Iteration 2F: 22 clusters Score -5.286644e+07 nChanged 171772
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 20776 members 
Mstep: Class 3 contains 10783 members 
Mstep: Class 4 contains 45332 members 
Mstep: Class 5 contains 13330 members 
Mstep: Class 6 contains 32268 members 
Mstep: Class 7 contains 75941 members 
Mstep: Class 8 contains 21034 members 
Mstep: Class 9 contains 60943 members 
Mstep: Class 10 contains 20967 members 
Mstep: Class 11 contains 13509 members 
Mstep: Class 12 contains 12811 members 
Mstep: Class 14 contains 6988 members 
Mstep: Class 15 contains 31675 members 
Mstep: Class 16 contains 20084 members 
Mstep: Class 17 contains 13008 members 
Mstep: Class 18 contains 19511 members 
Mstep: Class 19 contains 42894 members 
Mstep: Class 20 contains 22620 members 
Mstep: Class 21 contains 29883 members 
Mstep: Class 22 contains 67042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53190984.000000 Penalty: 45368.945312
Iteration 3F: 22 clusters Score -5.319098e+07 nChanged 131655
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 22389 members 
Mstep: Class 3 contains 8992 members 
Mstep: Class 4 contains 35698 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 21137 members 
Mstep: Class 7 contains 82346 members 
Mstep: Class 8 contains 19084 members 
Mstep: Class 9 contains 66098 members 
Mstep: Class 10 contains 19738 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 11251 members 
Mstep: Class 14 contains 4764 members 
Mstep: Class 15 contains 26007 members 
Mstep: Class 16 contains 20610 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 16795 members 
Mstep: Class 19 contains 54139 members 
Mstep: Class 20 contains 23636 members 
Mstep: Class 21 contains 26838 members 
Mstep: Class 22 contains 88494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53374416.000000 Penalty: 45368.945312
Iteration 4F: 22 clusters Score -5.337442e+07 nChanged 102124
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 24433 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 25604 members 
Mstep: Class 5 contains 15891 members 
Mstep: Class 6 contains 13366 members 
Mstep: Class 7 contains 87553 members 
Mstep: Class 8 contains 14236 members 
Mstep: Class 9 contains 69836 members 
Mstep: Class 10 contains 18972 members 
Mstep: Class 11 contains 7289 members 
Mstep: Class 12 contains 10608 members 
Mstep: Class 14 contains 3606 members 
Mstep: Class 15 contains 29468 members 
Mstep: Class 16 contains 18704 members 
Mstep: Class 17 contains 8702 members 
Mstep: Class 18 contains 12013 members 
Mstep: Class 19 contains 63324 members 
Mstep: Class 20 contains 27113 members 
Mstep: Class 21 contains 29415 members 
Mstep: Class 22 contains 101492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53486264.000000 Penalty: 45368.945312
Iteration 5F: 22 clusters Score -5.348626e+07 nChanged 80315
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 25372 members 
Mstep: Class 3 contains 3746 members 
Mstep: Class 4 contains 20131 members 
Mstep: Class 5 contains 16503 members 
Mstep: Class 6 contains 8868 members 
Mstep: Class 7 contains 90349 members 
Mstep: Class 8 contains 8878 members 
Mstep: Class 9 contains 75521 members 
Mstep: Class 10 contains 19035 members 
Mstep: Class 11 contains 5103 members 
Mstep: Class 12 contains 10213 members 
Mstep: Class 14 contains 3012 members 
Mstep: Class 15 contains 34741 members 
Mstep: Class 16 contains 15712 members 
Mstep: Class 17 contains 5511 members 
Mstep: Class 18 contains 7166 members 
Mstep: Class 19 contains 70061 members 
Mstep: Class 20 contains 29246 members 
Mstep: Class 21 contains 31999 members 
Mstep: Class 22 contains 108741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53566096.000000 Penalty: 45368.945312
Iteration 6F: 22 clusters Score -5.35661e+07 nChanged 60816
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 25323 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 18784 members 
Mstep: Class 5 contains 16828 members 
Mstep: Class 6 contains 6239 members 
Mstep: Class 7 contains 89728 members 
Mstep: Class 8 contains 4968 members 
Mstep: Class 9 contains 81266 members 
Mstep: Class 10 contains 19571 members 
Mstep: Class 11 contains 4167 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 14 contains 2789 members 
Mstep: Class 15 contains 39916 members 
Mstep: Class 16 contains 12890 members 
Mstep: Class 17 contains 3327 members 
Mstep: Class 18 contains 3853 members 
Mstep: Class 19 contains 74057 members 
Mstep: Class 20 contains 29752 members 
Mstep: Class 21 contains 33766 members 
Mstep: Class 22 contains 111554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1606.948730 but Gain 2160.425781
Score: -53620012.000000 Penalty: 43208.519531
Iteration 7F: 21 clusters Score -5.362001e+07 nChanged 47870
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 24412 members 
Mstep: Class 4 contains 18719 members 
Mstep: Class 5 contains 17567 members 
Mstep: Class 6 contains 4915 members 
Mstep: Class 7 contains 87113 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 85695 members 
Mstep: Class 10 contains 20103 members 
Mstep: Class 11 contains 4234 members 
Mstep: Class 12 contains 9845 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 44703 members 
Mstep: Class 16 contains 10763 members 
Mstep: Class 17 contains 2189 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 76645 members 
Mstep: Class 20 contains 29722 members 
Mstep: Class 21 contains 34904 members 
Mstep: Class 22 contains 112649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1573.506836 but Gain 2160.425781
Score: -53657112.000000 Penalty: 41048.093750
Iteration 8F: 20 clusters Score -5.365711e+07 nChanged 38114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 22829 members 
Mstep: Class 4 contains 18650 members 
Mstep: Class 5 contains 18767 members 
Mstep: Class 6 contains 4455 members 
Mstep: Class 7 contains 82886 members 
Mstep: Class 8 contains 1564 members 
Mstep: Class 9 contains 88815 members 
Mstep: Class 10 contains 20464 members 
Mstep: Class 11 contains 4759 members 
Mstep: Class 12 contains 9824 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 49066 members 
Mstep: Class 16 contains 9379 members 
Mstep: Class 18 contains 1397 members 
Mstep: Class 19 contains 78519 members 
Mstep: Class 20 contains 29504 members 
Mstep: Class 21 contains 35394 members 
Mstep: Class 22 contains 113305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1383.309937 but Gain 2160.425781
Score: -53686452.000000 Penalty: 38887.667969
Iteration 9F: 19 clusters Score -5.368645e+07 nChanged 31338
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20862 members 
Mstep: Class 4 contains 18515 members 
Mstep: Class 5 contains 20581 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 77620 members 
Mstep: Class 9 contains 90485 members 
Mstep: Class 10 contains 20853 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 9832 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 53380 members 
Mstep: Class 16 contains 8510 members 
Mstep: Class 18 contains 1007 members 
Mstep: Class 19 contains 80035 members 
Mstep: Class 20 contains 29232 members 
Mstep: Class 21 contains 35417 members 
Mstep: Class 22 contains 113817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1620.700439 but Gain 2160.425781
Score: -53706800.000000 Penalty: 36727.242188
Iteration 10F: 18 clusters Score -5.37068e+07 nChanged 26617
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18796 members 
Mstep: Class 4 contains 18347 members 
Mstep: Class 5 contains 22747 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 72012 members 
Mstep: Class 9 contains 91193 members 
Mstep: Class 10 contains 21154 members 
Mstep: Class 11 contains 5983 members 
Mstep: Class 12 contains 9801 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 57894 members 
Mstep: Class 16 contains 7973 members 
Mstep: Class 19 contains 81332 members 
Mstep: Class 20 contains 29085 members 
Mstep: Class 21 contains 35180 members 
Mstep: Class 22 contains 114213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1809.676147 but Gain 2160.425781
Score: -53720672.000000 Penalty: 34566.816406
Iteration 11Q: 17 clusters Score -5.372067e+07 nChanged 23878
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 17242 members 
Mstep: Class 4 contains 18202 members 
Mstep: Class 5 contains 25208 members 
Mstep: Class 6 contains 4436 members 
Mstep: Class 7 contains 66271 members 
Mstep: Class 9 contains 91198 members 
Mstep: Class 10 contains 21572 members 
Mstep: Class 11 contains 6609 members 
Mstep: Class 12 contains 9792 members 
Mstep: Class 14 contains 2619 members 
Mstep: Class 15 contains 62807 members 
Mstep: Class 16 contains 7659 members 
Mstep: Class 19 contains 82334 members 
Mstep: Class 20 contains 28993 members 
Mstep: Class 21 contains 34802 members 
Mstep: Class 22 contains 114412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53733092.000000 Penalty: 34566.816406
Iteration 12Q: 17 clusters Score -5.373309e+07 nChanged 20523
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 16046 members 
Mstep: Class 4 contains 18135 members 
Mstep: Class 5 contains 27692 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 59801 members 
Mstep: Class 9 contains 90857 members 
Mstep: Class 10 contains 21985 members 
Mstep: Class 11 contains 7165 members 
Mstep: Class 12 contains 9774 members 
Mstep: Class 14 contains 2613 members 
Mstep: Class 15 contains 67653 members 
Mstep: Class 16 contains 7455 members 
Mstep: Class 19 contains 83226 members 
Mstep: Class 20 contains 28613 members 
Mstep: Class 21 contains 34169 members 
Mstep: Class 22 contains 114499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53742656.000000 Penalty: 34566.816406
Iteration 13Q: 17 clusters Score -5.374266e+07 nChanged 18585
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 15154 members 
Mstep: Class 4 contains 18116 members 
Mstep: Class 5 contains 30150 members 
Mstep: Class 6 contains 4502 members 
Mstep: Class 7 contains 53469 members 
Mstep: Class 9 contains 90452 members 
Mstep: Class 10 contains 22471 members 
Mstep: Class 11 contains 7651 members 
Mstep: Class 12 contains 9762 members 
Mstep: Class 14 contains 2605 members 
Mstep: Class 15 contains 72530 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 19 contains 83996 members 
Mstep: Class 20 contains 27999 members 
Mstep: Class 21 contains 33454 members 
Mstep: Class 22 contains 114545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53750900.000000 Penalty: 34566.816406
Iteration 14Q: 17 clusters Score -5.37509e+07 nChanged 17455
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 14445 members 
Mstep: Class 4 contains 18098 members 
Mstep: Class 5 contains 32711 members 
Mstep: Class 6 contains 4505 members 
Mstep: Class 7 contains 47192 members 
Mstep: Class 9 contains 89966 members 
Mstep: Class 10 contains 22976 members 
Mstep: Class 11 contains 8142 members 
Mstep: Class 12 contains 9735 members 
Mstep: Class 14 contains 2586 members 
Mstep: Class 15 contains 77570 members 
Mstep: Class 16 contains 7220 members 
Mstep: Class 19 contains 84637 members 
Mstep: Class 20 contains 27160 members 
Mstep: Class 21 contains 32629 members 
Mstep: Class 22 contains 114585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53758392.000000 Penalty: 34566.816406
Iteration 15Q: 17 clusters Score -5.375839e+07 nChanged 16291
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 13811 members 
Mstep: Class 4 contains 18095 members 
Mstep: Class 5 contains 35230 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 41339 members 
Mstep: Class 9 contains 89355 members 
Mstep: Class 10 contains 23493 members 
Mstep: Class 11 contains 8618 members 
Mstep: Class 12 contains 9704 members 
Mstep: Class 14 contains 2558 members 
Mstep: Class 15 contains 82557 members 
Mstep: Class 16 contains 7212 members 
Mstep: Class 19 contains 85137 members 
Mstep: Class 20 contains 25981 members 
Mstep: Class 21 contains 31978 members 
Mstep: Class 22 contains 114560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53765648.000000 Penalty: 34566.816406
Iteration 16Q: 17 clusters Score -5.376565e+07 nChanged 15227
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 13222 members 
Mstep: Class 4 contains 18073 members 
Mstep: Class 5 contains 37721 members 
Mstep: Class 6 contains 4564 members 
Mstep: Class 7 contains 36088 members 
Mstep: Class 9 contains 88617 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 9064 members 
Mstep: Class 12 contains 9663 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 87455 members 
Mstep: Class 16 contains 7239 members 
Mstep: Class 19 contains 85499 members 
Mstep: Class 20 contains 24569 members 
Mstep: Class 21 contains 31378 members 
Mstep: Class 22 contains 114523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53772468.000000 Penalty: 34566.816406
Iteration 17Q: 17 clusters Score -5.377247e+07 nChanged 13851
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 12648 members 
Mstep: Class 4 contains 18037 members 
Mstep: Class 5 contains 40101 members 
Mstep: Class 6 contains 4610 members 
Mstep: Class 7 contains 31644 members 
Mstep: Class 9 contains 87784 members 
Mstep: Class 10 contains 24380 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 9632 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 92013 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 19 contains 85688 members 
Mstep: Class 20 contains 22920 members 
Mstep: Class 21 contains 30929 members 
Mstep: Class 22 contains 114496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53777952.000000 Penalty: 34566.816406
Iteration 18Q: 17 clusters Score -5.377795e+07 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 12001 members 
Mstep: Class 4 contains 18006 members 
Mstep: Class 5 contains 42363 members 
Mstep: Class 6 contains 4673 members 
Mstep: Class 7 contains 27838 members 
Mstep: Class 9 contains 87008 members 
Mstep: Class 10 contains 24759 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 9594 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 96356 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 19 contains 85788 members 
Mstep: Class 20 contains 21175 members 
Mstep: Class 21 contains 30484 members 
Mstep: Class 22 contains 114432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53782364.000000 Penalty: 34566.816406
Iteration 19Q: 17 clusters Score -5.378236e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 11267 members 
Mstep: Class 4 contains 17989 members 
Mstep: Class 5 contains 44600 members 
Mstep: Class 6 contains 4709 members 
Mstep: Class 7 contains 24733 members 
Mstep: Class 9 contains 86283 members 
Mstep: Class 10 contains 25050 members 
Mstep: Class 11 contains 10351 members 
Mstep: Class 12 contains 9575 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 100148 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 19 contains 85906 members 
Mstep: Class 20 contains 19328 members 
Mstep: Class 21 contains 30138 members 
Mstep: Class 22 contains 114394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53786668.000000 Penalty: 34566.816406
Iteration 20F: 17 clusters Score -5.378667e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 10510 members 
Mstep: Class 4 contains 17975 members 
Mstep: Class 5 contains 46810 members 
Mstep: Class 6 contains 4772 members 
Mstep: Class 7 contains 22116 members 
Mstep: Class 9 contains 85485 members 
Mstep: Class 10 contains 25270 members 
Mstep: Class 11 contains 10684 members 
Mstep: Class 12 contains 9558 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 103557 members 
Mstep: Class 16 contains 7304 members 
Mstep: Class 19 contains 86023 members 
Mstep: Class 20 contains 17479 members 
Mstep: Class 21 contains 29873 members 
Mstep: Class 22 contains 114336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53789960.000000 Penalty: 34566.816406
Iteration 21Q: 17 clusters Score -5.378996e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 9742 members 
Mstep: Class 4 contains 17968 members 
Mstep: Class 5 contains 48908 members 
Mstep: Class 6 contains 4808 members 
Mstep: Class 7 contains 20028 members 
Mstep: Class 9 contains 84712 members 
Mstep: Class 10 contains 25417 members 
Mstep: Class 11 contains 10970 members 
Mstep: Class 12 contains 9532 members 
Mstep: Class 14 contains 2385 members 
Mstep: Class 15 contains 106596 members 
Mstep: Class 16 contains 7334 members 
Mstep: Class 19 contains 86185 members 
Mstep: Class 20 contains 15637 members 
Mstep: Class 21 contains 29641 members 
Mstep: Class 22 contains 114296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53792556.000000 Penalty: 34566.816406
Iteration 22Q: 17 clusters Score -5.379256e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 9012 members 
Mstep: Class 4 contains 17946 members 
Mstep: Class 5 contains 50942 members 
Mstep: Class 6 contains 4818 members 
Mstep: Class 7 contains 18396 members 
Mstep: Class 9 contains 83971 members 
Mstep: Class 10 contains 25487 members 
Mstep: Class 11 contains 11190 members 
Mstep: Class 12 contains 9510 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 15 contains 109268 members 
Mstep: Class 16 contains 7339 members 
Mstep: Class 19 contains 86348 members 
Mstep: Class 20 contains 13777 members 
Mstep: Class 21 contains 29493 members 
Mstep: Class 22 contains 114287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53795076.000000 Penalty: 34566.816406
Iteration 23Q: 17 clusters Score -5.379508e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 4 contains 17909 members 
Mstep: Class 5 contains 52858 members 
Mstep: Class 6 contains 4824 members 
Mstep: Class 7 contains 17037 members 
Mstep: Class 9 contains 83303 members 
Mstep: Class 10 contains 25462 members 
Mstep: Class 11 contains 11401 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 14 contains 2371 members 
Mstep: Class 15 contains 111666 members 
Mstep: Class 16 contains 7324 members 
Mstep: Class 19 contains 86527 members 
Mstep: Class 20 contains 11973 members 
Mstep: Class 21 contains 29405 members 
Mstep: Class 22 contains 114284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53797032.000000 Penalty: 34566.816406
Iteration 24Q: 17 clusters Score -5.379703e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 7657 members 
Mstep: Class 4 contains 17883 members 
Mstep: Class 5 contains 54732 members 
Mstep: Class 6 contains 4821 members 
Mstep: Class 7 contains 15955 members 
Mstep: Class 9 contains 82648 members 
Mstep: Class 10 contains 25444 members 
Mstep: Class 11 contains 11547 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 14 contains 2369 members 
Mstep: Class 15 contains 113785 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 19 contains 86704 members 
Mstep: Class 20 contains 10291 members 
Mstep: Class 21 contains 29244 members 
Mstep: Class 22 contains 114284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53798860.000000 Penalty: 34566.816406
Iteration 25Q: 17 clusters Score -5.379886e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 7031 members 
Mstep: Class 4 contains 17878 members 
Mstep: Class 5 contains 56546 members 
Mstep: Class 6 contains 4822 members 
Mstep: Class 7 contains 15045 members 
Mstep: Class 9 contains 81948 members 
Mstep: Class 10 contains 25389 members 
Mstep: Class 11 contains 11666 members 
Mstep: Class 12 contains 9464 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 115710 members 
Mstep: Class 16 contains 7304 members 
Mstep: Class 19 contains 86878 members 
Mstep: Class 20 contains 8752 members 
Mstep: Class 21 contains 29088 members 
Mstep: Class 22 contains 114269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53800736.000000 Penalty: 34566.816406
Iteration 26Q: 17 clusters Score -5.380074e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 6476 members 
Mstep: Class 4 contains 17874 members 
Mstep: Class 5 contains 58206 members 
Mstep: Class 6 contains 4822 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 9 contains 81306 members 
Mstep: Class 10 contains 25321 members 
Mstep: Class 11 contains 11751 members 
Mstep: Class 12 contains 9444 members 
Mstep: Class 14 contains 2371 members 
Mstep: Class 15 contains 117349 members 
Mstep: Class 16 contains 7297 members 
Mstep: Class 19 contains 87037 members 
Mstep: Class 20 contains 7356 members 
Mstep: Class 21 contains 28949 members 
Mstep: Class 22 contains 114270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53802164.000000 Penalty: 34566.816406
Iteration 27Q: 17 clusters Score -5.380216e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 5944 members 
Mstep: Class 4 contains 17871 members 
Mstep: Class 5 contains 59797 members 
Mstep: Class 6 contains 4821 members 
Mstep: Class 7 contains 13734 members 
Mstep: Class 9 contains 80691 members 
Mstep: Class 10 contains 25210 members 
Mstep: Class 11 contains 11822 members 
Mstep: Class 12 contains 9429 members 
Mstep: Class 14 contains 2371 members 
Mstep: Class 15 contains 118798 members 
Mstep: Class 16 contains 7288 members 
Mstep: Class 19 contains 87158 members 
Mstep: Class 20 contains 6159 members 
Mstep: Class 21 contains 28799 members 
Mstep: Class 22 contains 114268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53803560.000000 Penalty: 34566.816406
Iteration 28Q: 17 clusters Score -5.380356e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 4 contains 17870 members 
Mstep: Class 5 contains 61344 members 
Mstep: Class 6 contains 4824 members 
Mstep: Class 7 contains 13254 members 
Mstep: Class 9 contains 80153 members 
Mstep: Class 10 contains 25060 members 
Mstep: Class 11 contains 11849 members 
Mstep: Class 12 contains 9421 members 
Mstep: Class 14 contains 2369 members 
Mstep: Class 15 contains 119976 members 
Mstep: Class 16 contains 7273 members 
Mstep: Class 19 contains 87274 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 28631 members 
Mstep: Class 22 contains 114269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53804660.000000 Penalty: 34566.816406
Iteration 29Q: 17 clusters Score -5.380466e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 5058 members 
Mstep: Class 4 contains 17873 members 
Mstep: Class 5 contains 62855 members 
Mstep: Class 6 contains 4824 members 
Mstep: Class 7 contains 12870 members 
Mstep: Class 9 contains 79597 members 
Mstep: Class 10 contains 24906 members 
Mstep: Class 11 contains 11860 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 120952 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 19 contains 87366 members 
Mstep: Class 20 contains 4240 members 
Mstep: Class 21 contains 28444 members 
Mstep: Class 22 contains 114269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53805832.000000 Penalty: 34566.816406
Iteration 30Q: 17 clusters Score -5.380583e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 4 contains 17866 members 
Mstep: Class 5 contains 64206 members 
Mstep: Class 6 contains 4826 members 
Mstep: Class 7 contains 12533 members 
Mstep: Class 9 contains 79066 members 
Mstep: Class 10 contains 24751 members 
Mstep: Class 11 contains 11863 members 
Mstep: Class 12 contains 9430 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 121803 members 
Mstep: Class 16 contains 7245 members 
Mstep: Class 19 contains 87464 members 
Mstep: Class 20 contains 3564 members 
Mstep: Class 21 contains 28245 members 
Mstep: Class 22 contains 114271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53806844.000000 Penalty: 34566.816406
Iteration 31Q: 17 clusters Score -5.380684e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 4273 members 
Mstep: Class 4 contains 17856 members 
Mstep: Class 5 contains 65525 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 12254 members 
Mstep: Class 9 contains 78609 members 
Mstep: Class 10 contains 24610 members 
Mstep: Class 11 contains 11882 members 
Mstep: Class 12 contains 9434 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 122462 members 
Mstep: Class 16 contains 7234 members 
Mstep: Class 19 contains 87550 members 
Mstep: Class 20 contains 3011 members 
Mstep: Class 21 contains 27996 members 
Mstep: Class 22 contains 114269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53807524.000000 Penalty: 34566.816406
Iteration 32Q: 17 clusters Score -5.380752e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 4 contains 17854 members 
Mstep: Class 5 contains 66851 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 12018 members 
Mstep: Class 9 contains 78173 members 
Mstep: Class 10 contains 24488 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 9432 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 122902 members 
Mstep: Class 16 contains 7217 members 
Mstep: Class 19 contains 87612 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 27779 members 
Mstep: Class 22 contains 114258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53808048.000000 Penalty: 34566.816406
Iteration 33Q: 17 clusters Score -5.380805e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3653 members 
Mstep: Class 4 contains 17855 members 
Mstep: Class 5 contains 68062 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 7 contains 11808 members 
Mstep: Class 9 contains 77759 members 
Mstep: Class 10 contains 24363 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 9427 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 123256 members 
Mstep: Class 16 contains 7209 members 
Mstep: Class 19 contains 87672 members 
Mstep: Class 20 contains 2216 members 
Mstep: Class 21 contains 27560 members 
Mstep: Class 22 contains 114256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53808520.000000 Penalty: 34566.816406
Iteration 34Q: 17 clusters Score -5.380852e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 4 contains 17862 members 
Mstep: Class 5 contains 69247 members 
Mstep: Class 6 contains 4839 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 9 contains 77380 members 
Mstep: Class 10 contains 24249 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 9423 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 123430 members 
Mstep: Class 16 contains 7209 members 
Mstep: Class 19 contains 87745 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 21 contains 27322 members 
Mstep: Class 22 contains 114257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2094.982910 but Gain 2160.425781
Score: -53809060.000000 Penalty: 32406.390625
Iteration 35Q: 16 clusters Score -5.380906e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3109 members 
Mstep: Class 4 contains 17872 members 
Mstep: Class 5 contains 70507 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 11511 members 
Mstep: Class 9 contains 77410 members 
Mstep: Class 10 contains 24152 members 
Mstep: Class 11 contains 11883 members 
Mstep: Class 12 contains 9415 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 124565 members 
Mstep: Class 16 contains 7207 members 
Mstep: Class 19 contains 87793 members 
Mstep: Class 21 contains 27266 members 
Mstep: Class 22 contains 114261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53811236.000000 Penalty: 32406.390625
Iteration 36Q: 16 clusters Score -5.381124e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2882 members 
Mstep: Class 4 contains 17862 members 
Mstep: Class 5 contains 71598 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 11403 members 
Mstep: Class 9 contains 76941 members 
Mstep: Class 10 contains 24080 members 
Mstep: Class 11 contains 11888 members 
Mstep: Class 12 contains 9403 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 124596 members 
Mstep: Class 16 contains 7215 members 
Mstep: Class 19 contains 87817 members 
Mstep: Class 21 contains 26998 members 
Mstep: Class 22 contains 114261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53811676.000000 Penalty: 32406.390625
Iteration 37Q: 16 clusters Score -5.381168e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2662 members 
Mstep: Class 4 contains 17863 members 
Mstep: Class 5 contains 72633 members 
Mstep: Class 6 contains 4853 members 
Mstep: Class 7 contains 11303 members 
Mstep: Class 9 contains 76547 members 
Mstep: Class 10 contains 24009 members 
Mstep: Class 11 contains 11893 members 
Mstep: Class 12 contains 9396 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 124554 members 
Mstep: Class 16 contains 7221 members 
Mstep: Class 19 contains 87859 members 
Mstep: Class 21 contains 26743 members 
Mstep: Class 22 contains 114260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53811916.000000 Penalty: 32406.390625
Iteration 38Q: 16 clusters Score -5.381192e+07 nChanged 2008
Entering ConstructFrom: 
Score: -53811916.000000 Penalty: 32406.390625
Entering ConstructFrom: 
Trying to split cluster 2 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -234686.203125 Penalty: 1269.708618
	Iteration 0F: 2 clusters Score -234686.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -232307.375000 Penalty: 2539.417236
	Iteration 0F: 3 clusters Score -232307.4 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -232858.046875 Penalty: 2539.417236
	Iteration 1F: 3 clusters Score -232858 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -232951.046875 Penalty: 2539.417236
	Iteration 2F: 3 clusters Score -232951 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -232995.468750 Penalty: 2539.417236
	Iteration 3Q: 3 clusters Score -232995.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -233021.578125 Penalty: 2539.417236
	Iteration 4Q: 3 clusters Score -233021.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -233046.218750 Penalty: 2539.417236
	Iteration 5Q: 3 clusters Score -233046.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -233062.687500 Penalty: 2539.417236
	Iteration 6Q: 3 clusters Score -233062.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -233073.234375 Penalty: 2539.417236
	Iteration 7Q: 3 clusters Score -233073.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -233079.656250 Penalty: 2539.417236
	Iteration 8Q: 3 clusters Score -233079.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -233087.703125 Penalty: 2539.417236
	Iteration 9Q: 3 clusters Score -233087.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -233091.687500 Penalty: 2539.417236
	Iteration 10Q: 3 clusters Score -233091.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -233097.125000 Penalty: 2539.417236
	Iteration 11Q: 3 clusters Score -233097.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -233105.406250 Penalty: 2539.417236
	Iteration 12Q: 3 clusters Score -233105.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -233110.859375 Penalty: 2539.417236
	Iteration 13Q: 3 clusters Score -233110.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -233114.812500 Penalty: 2539.417236
	Iteration 14Q: 3 clusters Score -233114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -233118.796875 Penalty: 2539.417236
	Iteration 15Q: 3 clusters Score -233118.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -233122.328125 Penalty: 2539.417236
	Iteration 16Q: 3 clusters Score -233122.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -233122.953125 Penalty: 2539.417236
	Iteration 17Q: 3 clusters Score -233123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -233123.343750 Penalty: 2539.417236
	Iteration 18Q: 3 clusters Score -233123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -233124.062500 Penalty: 2539.417236
	Iteration 19Q: 3 clusters Score -233124.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -233125.218750 Penalty: 2539.417236
	Iteration 20F: 3 clusters Score -233125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -233125.875000 Penalty: 2539.417236
	Iteration 21Q: 3 clusters Score -233125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -233128.515625 Penalty: 2539.417236
	Iteration 22Q: 3 clusters Score -233128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -233132.140625 Penalty: 2539.417236
	Iteration 23Q: 3 clusters Score -233132.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -233137.250000 Penalty: 2539.417236
	Iteration 24Q: 3 clusters Score -233137.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -233142.203125 Penalty: 2539.417236
	Iteration 25Q: 3 clusters Score -233142.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -233148.187500 Penalty: 2539.417236
	Iteration 26Q: 3 clusters Score -233148.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -233152.890625 Penalty: 2539.417236
	Iteration 27Q: 3 clusters Score -233152.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -233156.546875 Penalty: 2539.417236
	Iteration 28Q: 3 clusters Score -233156.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -233158.578125 Penalty: 2539.417236
	Iteration 29Q: 3 clusters Score -233158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -233160.234375 Penalty: 2539.417236
	Iteration 30Q: 3 clusters Score -233160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -233160.375000 Penalty: 2539.417236
	Iteration 31Q: 3 clusters Score -233160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -233160.515625 Penalty: 2539.417236
	Iteration 32Q: 3 clusters Score -233160.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -233160.750000 Penalty: 2539.417236
	Iteration 33Q: 3 clusters Score -233160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -233161.234375 Penalty: 2539.417236
	Iteration 34Q: 3 clusters Score -233161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -233162.671875 Penalty: 2539.417236
	Iteration 35Q: 3 clusters Score -233162.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -233164.343750 Penalty: 2539.417236
	Iteration 36Q: 3 clusters Score -233164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -233165.562500 Penalty: 2539.417236
	Iteration 37Q: 3 clusters Score -233165.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -233166.234375 Penalty: 2539.417236
	Iteration 38Q: 3 clusters Score -233166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -233166.421875 Penalty: 2539.417236
	Iteration 39Q: 3 clusters Score -233166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -233167.468750 Penalty: 2539.417236
	Iteration 40F: 3 clusters Score -233167.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -233169.406250 Penalty: 2539.417236
	Iteration 41Q: 3 clusters Score -233169.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -233171.703125 Penalty: 2539.417236
	Iteration 42Q: 3 clusters Score -233171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -233174.312500 Penalty: 2539.417236
	Iteration 43Q: 3 clusters Score -233174.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -233175.968750 Penalty: 2539.417236
	Iteration 44Q: 3 clusters Score -233176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -233178.468750 Penalty: 2539.417236
	Iteration 45Q: 3 clusters Score -233178.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -233180.859375 Penalty: 2539.417236
	Iteration 46Q: 3 clusters Score -233180.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -233184.593750 Penalty: 2539.417236
	Iteration 47Q: 3 clusters Score -233184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -233187.062500 Penalty: 2539.417236
	Iteration 48Q: 3 clusters Score -233187.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -233190.265625 Penalty: 2539.417236
	Iteration 49Q: 3 clusters Score -233190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -233191.765625 Penalty: 2539.417236
	Iteration 50Q: 3 clusters Score -233191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -233193.500000 Penalty: 2539.417236
	Iteration 51Q: 3 clusters Score -233193.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -233197.546875 Penalty: 2539.417236
	Iteration 52Q: 3 clusters Score -233197.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -233199.000000 Penalty: 2539.417236
	Iteration 53Q: 3 clusters Score -233199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -233199.609375 Penalty: 2539.417236
	Iteration 54Q: 3 clusters Score -233199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -233201.187500 Penalty: 2539.417236
	Iteration 55Q: 3 clusters Score -233201.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -233203.609375 Penalty: 2539.417236
	Iteration 56Q: 3 clusters Score -233203.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -233207.984375 Penalty: 2539.417236
	Iteration 57Q: 3 clusters Score -233208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -233209.796875 Penalty: 2539.417236
	Iteration 58Q: 3 clusters Score -233209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -233212.078125 Penalty: 2539.417236
	Iteration 59Q: 3 clusters Score -233212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -233214.328125 Penalty: 2539.417236
	Iteration 60F: 3 clusters Score -233214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -233216.484375 Penalty: 2539.417236
	Iteration 61Q: 3 clusters Score -233216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -233218.375000 Penalty: 2539.417236
	Iteration 62Q: 3 clusters Score -233218.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -233219.984375 Penalty: 2539.417236
	Iteration 63Q: 3 clusters Score -233220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -233223.062500 Penalty: 2539.417236
	Iteration 64Q: 3 clusters Score -233223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -233224.531250 Penalty: 2539.417236
	Iteration 65Q: 3 clusters Score -233224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -233225.125000 Penalty: 2539.417236
	Iteration 66Q: 3 clusters Score -233225.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -233226.328125 Penalty: 2539.417236
	Iteration 67Q: 3 clusters Score -233226.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -233227.656250 Penalty: 2539.417236
	Iteration 68Q: 3 clusters Score -233227.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -233229.968750 Penalty: 2539.417236
	Iteration 69Q: 3 clusters Score -233230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -233232.265625 Penalty: 2539.417236
	Iteration 70Q: 3 clusters Score -233232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -233235.109375 Penalty: 2539.417236
	Iteration 71Q: 3 clusters Score -233235.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -233238.265625 Penalty: 2539.417236
	Iteration 72Q: 3 clusters Score -233238.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -233240.343750 Penalty: 2539.417236
	Iteration 73Q: 3 clusters Score -233240.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -233243.062500 Penalty: 2539.417236
	Iteration 74Q: 3 clusters Score -233243.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -233246.453125 Penalty: 2539.417236
	Iteration 75Q: 3 clusters Score -233246.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -233248.843750 Penalty: 2539.417236
	Iteration 76Q: 3 clusters Score -233248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -233251.625000 Penalty: 2539.417236
	Iteration 77Q: 3 clusters Score -233251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -233253.187500 Penalty: 2539.417236
	Iteration 78Q: 3 clusters Score -233253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -233255.421875 Penalty: 2539.417236
	Iteration 79Q: 3 clusters Score -233255.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -233257.187500 Penalty: 2539.417236
	Iteration 80F: 3 clusters Score -233257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -233260.515625 Penalty: 2539.417236
	Iteration 81Q: 3 clusters Score -233260.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -233263.734375 Penalty: 2539.417236
	Iteration 82Q: 3 clusters Score -233263.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -233267.640625 Penalty: 2539.417236
	Iteration 83Q: 3 clusters Score -233267.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -233269.890625 Penalty: 2539.417236
	Iteration 84Q: 3 clusters Score -233269.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -233273.406250 Penalty: 2539.417236
	Iteration 85Q: 3 clusters Score -233273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -233275.265625 Penalty: 2539.417236
	Iteration 86Q: 3 clusters Score -233275.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -233279.453125 Penalty: 2539.417236
	Iteration 87Q: 3 clusters Score -233279.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -233283.250000 Penalty: 2539.417236
	Iteration 88Q: 3 clusters Score -233283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -233288.156250 Penalty: 2539.417236
	Iteration 89Q: 3 clusters Score -233288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -233291.953125 Penalty: 2539.417236
	Iteration 90Q: 3 clusters Score -233292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -233299.109375 Penalty: 2539.417236
	Iteration 91Q: 3 clusters Score -233299.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -233305.390625 Penalty: 2539.417236
	Iteration 92Q: 3 clusters Score -233305.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -233314.890625 Penalty: 2539.417236
	Iteration 93Q: 3 clusters Score -233314.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -233328.609375 Penalty: 2539.417236
	Iteration 94Q: 3 clusters Score -233328.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -233339.390625 Penalty: 2539.417236
	Iteration 95Q: 3 clusters Score -233339.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -233344.171875 Penalty: 2539.417236
	Iteration 96Q: 3 clusters Score -233344.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -233348.015625 Penalty: 2539.417236
	Iteration 97Q: 3 clusters Score -233348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -233351.000000 Penalty: 2539.417236
	Iteration 98Q: 3 clusters Score -233351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -233356.484375 Penalty: 2539.417236
	Iteration 99Q: 3 clusters Score -233356.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -233363.203125 Penalty: 2539.417236
	Iteration 100F: 3 clusters Score -233363.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -233366.656250 Penalty: 2539.417236
	Iteration 101Q: 3 clusters Score -233366.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -233369.156250 Penalty: 2539.417236
	Iteration 102Q: 3 clusters Score -233369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -233372.953125 Penalty: 2539.417236
	Iteration 103Q: 3 clusters Score -233373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -233377.421875 Penalty: 2539.417236
	Iteration 104Q: 3 clusters Score -233377.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -233381.078125 Penalty: 2539.417236
	Iteration 105Q: 3 clusters Score -233381.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -233383.593750 Penalty: 2539.417236
	Iteration 106Q: 3 clusters Score -233383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -233384.156250 Penalty: 2539.417236
	Iteration 107Q: 3 clusters Score -233384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -233385.671875 Penalty: 2539.417236
	Iteration 108Q: 3 clusters Score -233385.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -233387.937500 Penalty: 2539.417236
	Iteration 109Q: 3 clusters Score -233387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -233389.687500 Penalty: 2539.417236
	Iteration 110Q: 3 clusters Score -233389.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -233392.453125 Penalty: 2539.417236
	Iteration 111Q: 3 clusters Score -233392.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -233396.187500 Penalty: 2539.417236
	Iteration 112Q: 3 clusters Score -233396.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -233398.984375 Penalty: 2539.417236
	Iteration 113Q: 3 clusters Score -233399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -233402.296875 Penalty: 2539.417236
	Iteration 114Q: 3 clusters Score -233402.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -233408.343750 Penalty: 2539.417236
	Iteration 115Q: 3 clusters Score -233408.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -233415.718750 Penalty: 2539.417236
	Iteration 116Q: 3 clusters Score -233415.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -233420.171875 Penalty: 2539.417236
	Iteration 117Q: 3 clusters Score -233420.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -233423.187500 Penalty: 2539.417236
	Iteration 118Q: 3 clusters Score -233423.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -233425.781250 Penalty: 2539.417236
	Iteration 119Q: 3 clusters Score -233425.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -233428.687500 Penalty: 2539.417236
	Iteration 120F: 3 clusters Score -233428.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -233433.265625 Penalty: 2539.417236
	Iteration 121Q: 3 clusters Score -233433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -233435.281250 Penalty: 2539.417236
	Iteration 122Q: 3 clusters Score -233435.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -233437.328125 Penalty: 2539.417236
	Iteration 123Q: 3 clusters Score -233437.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -233438.046875 Penalty: 2539.417236
	Iteration 124Q: 3 clusters Score -233438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -233438.718750 Penalty: 2539.417236
	Iteration 125Q: 3 clusters Score -233438.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -233438.718750 Penalty: 2539.417236
	Iteration 126F: 3 clusters Score -233438.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Entering Unmasked Estep 
Score: -1719980.000000 Penalty: 1590.954224
	Iteration 0F: 2 clusters Score -1719980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1707690.125000 Penalty: 3181.908447
	Iteration 0F: 3 clusters Score -1707690 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1712159.125000 Penalty: 3181.908447
	Iteration 1F: 3 clusters Score -1712159 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1712666.375000 Penalty: 3181.908447
	Iteration 2F: 3 clusters Score -1712666 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1713444.625000 Penalty: 3181.908447
	Iteration 3F: 3 clusters Score -1713445 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1714763.875000 Penalty: 3181.908447
	Iteration 4F: 3 clusters Score -1714764 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1716958.125000 Penalty: 3181.908447
	Iteration 5F: 3 clusters Score -1716958 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1719531.500000 Penalty: 3181.908447
	Iteration 6F: 3 clusters Score -1719532 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1721367.750000 Penalty: 3181.908447
	Iteration 7F: 3 clusters Score -1721368 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1722554.125000 Penalty: 3181.908447
	Iteration 8F: 3 clusters Score -1722554 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1723512.750000 Penalty: 3181.908447
	Iteration 9Q: 3 clusters Score -1723513 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1724159.625000 Penalty: 3181.908447
	Iteration 10Q: 3 clusters Score -1724160 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1724419.000000 Penalty: 3181.908447
	Iteration 11Q: 3 clusters Score -1724419 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1724550.750000 Penalty: 3181.908447
	Iteration 12Q: 3 clusters Score -1724551 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1724623.750000 Penalty: 3181.908447
	Iteration 13Q: 3 clusters Score -1724624 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1724669.500000 Penalty: 3181.908447
	Iteration 14Q: 3 clusters Score -1724670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1724683.000000 Penalty: 3181.908447
	Iteration 15Q: 3 clusters Score -1724683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1724697.750000 Penalty: 3181.908447
	Iteration 16Q: 3 clusters Score -1724698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1724701.500000 Penalty: 3181.908447
	Iteration 17Q: 3 clusters Score -1724702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1724707.625000 Penalty: 3181.908447
	Iteration 18Q: 3 clusters Score -1724708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1724706.500000 Penalty: 3181.908447
	Iteration 19Q: 3 clusters Score -1724706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1724709.125000 Penalty: 3181.908447
	Iteration 20F: 3 clusters Score -1724709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1724708.625000 Penalty: 3181.908447
	Iteration 21Q: 3 clusters Score -1724709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1724708.250000 Penalty: 3181.908447
	Iteration 22Q: 3 clusters Score -1724708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1724710.375000 Penalty: 3181.908447
	Iteration 23Q: 3 clusters Score -1724710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1724710.875000 Penalty: 3181.908447
	Iteration 24Q: 3 clusters Score -1724711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1724714.250000 Penalty: 3181.908447
	Iteration 25Q: 3 clusters Score -1724714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1724713.250000 Penalty: 3181.908447
	Iteration 26Q: 3 clusters Score -1724713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1724712.375000 Penalty: 3181.908447
	Iteration 27Q: 3 clusters Score -1724712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1724715.625000 Penalty: 3181.908447
	Iteration 28Q: 3 clusters Score -1724716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1724716.000000 Penalty: 3181.908447
	Iteration 29Q: 3 clusters Score -1724716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1724717.625000 Penalty: 3181.908447
	Iteration 30Q: 3 clusters Score -1724718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1724716.625000 Penalty: 3181.908447
	Iteration 31Q: 3 clusters Score -1724717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1724716.625000 Penalty: 3181.908447
	Iteration 32F: 3 clusters Score -1724717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 4 contains 11395 members 
Mstep: Class 5 contains 73714 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 11225 members 
Mstep: Class 9 contains 76204 members 
Mstep: Class 10 contains 23926 members 
Mstep: Class 11 contains 11900 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 124392 members 
Mstep: Class 16 contains 7229 members 
Mstep: Class 19 contains 87880 members 
Mstep: Class 21 contains 26494 members 
Mstep: Class 22 contains 114263 members 
Entering Unmasked Estep 
Score: -53816312.000000 Penalty: 34566.816406
Splitting cluster 4 changes total score from -53811916.000000 to -53816312.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (73714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Entering Unmasked Estep 
Score: -6844580.500000 Penalty: 1821.291504
	Iteration 0F: 2 clusters Score -6844580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -6795359.000000 Penalty: 3642.583008
	Iteration 0F: 3 clusters Score -6795359 nChanged 34960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -6815255.000000 Penalty: 3642.583008
	Iteration 1F: 3 clusters Score -6815255 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -6815808.000000 Penalty: 3642.583008
	Iteration 2Q: 3 clusters Score -6815808 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -6816421.500000 Penalty: 3642.583008
	Iteration 3Q: 3 clusters Score -6816422 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -6817031.000000 Penalty: 3642.583008
	Iteration 4Q: 3 clusters Score -6817031 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -6817919.000000 Penalty: 3642.583008
	Iteration 5Q: 3 clusters Score -6817919 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -6818935.500000 Penalty: 3642.583008
	Iteration 6Q: 3 clusters Score -6818936 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -6820415.000000 Penalty: 3642.583008
	Iteration 7Q: 3 clusters Score -6820415 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -6822463.000000 Penalty: 3642.583008
	Iteration 8F: 3 clusters Score -6822463 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -6825214.500000 Penalty: 3642.583008
	Iteration 9F: 3 clusters Score -6825214 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -6828278.500000 Penalty: 3642.583008
	Iteration 10F: 3 clusters Score -6828278 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -6831567.000000 Penalty: 3642.583008
	Iteration 11F: 3 clusters Score -6831567 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -6834472.000000 Penalty: 3642.583008
	Iteration 12F: 3 clusters Score -6834472 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -6836268.000000 Penalty: 3642.583008
	Iteration 13Q: 3 clusters Score -6836268 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -6837250.000000 Penalty: 3642.583008
	Iteration 14Q: 3 clusters Score -6837250 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -6837991.500000 Penalty: 3642.583008
	Iteration 15Q: 3 clusters Score -6837992 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -6838546.500000 Penalty: 3642.583008
	Iteration 16Q: 3 clusters Score -6838546 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -6839052.000000 Penalty: 3642.583008
	Iteration 17Q: 3 clusters Score -6839052 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -6839463.500000 Penalty: 3642.583008
	Iteration 18Q: 3 clusters Score -6839464 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -6839775.000000 Penalty: 3642.583008
	Iteration 19Q: 3 clusters Score -6839775 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -6840082.500000 Penalty: 3642.583008
	Iteration 20F: 3 clusters Score -6840082 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -6840317.000000 Penalty: 3642.583008
	Iteration 21Q: 3 clusters Score -6840317 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -6840558.000000 Penalty: 3642.583008
	Iteration 22Q: 3 clusters Score -6840558 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -6840766.500000 Penalty: 3642.583008
	Iteration 23Q: 3 clusters Score -6840766 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -6840937.500000 Penalty: 3642.583008
	Iteration 24Q: 3 clusters Score -6840938 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -6841109.500000 Penalty: 3642.583008
	Iteration 25Q: 3 clusters Score -6841110 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -6841225.000000 Penalty: 3642.583008
	Iteration 26Q: 3 clusters Score -6841225 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -6841326.500000 Penalty: 3642.583008
	Iteration 27Q: 3 clusters Score -6841326 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -6841409.500000 Penalty: 3642.583008
	Iteration 28Q: 3 clusters Score -6841410 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -6841518.500000 Penalty: 3642.583008
	Iteration 29Q: 3 clusters Score -6841518 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
Score: -6841644.500000 Penalty: 3642.583008
	Iteration 30Q: 3 clusters Score -6841644 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -6841742.500000 Penalty: 3642.583008
	Iteration 31Q: 3 clusters Score -6841742 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -6841869.000000 Penalty: 3642.583008
	Iteration 32Q: 3 clusters Score -6841869 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -6841994.000000 Penalty: 3642.583008
	Iteration 33Q: 3 clusters Score -6841994 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -6842091.500000 Penalty: 3642.583008
	Iteration 34Q: 3 clusters Score -6842092 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -6842217.500000 Penalty: 3642.583008
	Iteration 35Q: 3 clusters Score -6842218 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -6842348.000000 Penalty: 3642.583008
	Iteration 36Q: 3 clusters Score -6842348 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -6842470.000000 Penalty: 3642.583008
	Iteration 37Q: 3 clusters Score -6842470 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -6842562.500000 Penalty: 3642.583008
	Iteration 38Q: 3 clusters Score -6842562 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -6842643.500000 Penalty: 3642.583008
	Iteration 39Q: 3 clusters Score -6842644 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -6842735.000000 Penalty: 3642.583008
	Iteration 40F: 3 clusters Score -6842735 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -6842809.000000 Penalty: 3642.583008
	Iteration 41Q: 3 clusters Score -6842809 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -6842878.500000 Penalty: 3642.583008
	Iteration 42Q: 3 clusters Score -6842878 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -6842908.000000 Penalty: 3642.583008
	Iteration 43Q: 3 clusters Score -6842908 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 70807 members 
Entering Unmasked Estep 
Score: -6842952.500000 Penalty: 3642.583008
	Iteration 44Q: 3 clusters Score -6842952 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -6842994.000000 Penalty: 3642.583008
	Iteration 45Q: 3 clusters Score -6842994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 71069 members 
Entering Unmasked Estep 
Score: -6843023.500000 Penalty: 3642.583008
	Iteration 46Q: 3 clusters Score -6843024 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -6843037.000000 Penalty: 3642.583008
	Iteration 47Q: 3 clusters Score -6843037 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -6843044.500000 Penalty: 3642.583008
	Iteration 48Q: 3 clusters Score -6843044 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -6843075.000000 Penalty: 3642.583008
	Iteration 49Q: 3 clusters Score -6843075 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -6843076.500000 Penalty: 3642.583008
	Iteration 50Q: 3 clusters Score -6843076 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 71562 members 
Entering Unmasked Estep 
Score: -6843097.500000 Penalty: 3642.583008
	Iteration 51Q: 3 clusters Score -6843098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -6843120.500000 Penalty: 3642.583008
	Iteration 52Q: 3 clusters Score -6843120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -6843126.500000 Penalty: 3642.583008
	Iteration 53Q: 3 clusters Score -6843126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
Score: -6843141.000000 Penalty: 3642.583008
	Iteration 54Q: 3 clusters Score -6843141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -6843154.500000 Penalty: 3642.583008
	Iteration 55Q: 3 clusters Score -6843154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -6843172.000000 Penalty: 3642.583008
	Iteration 56Q: 3 clusters Score -6843172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -6843171.000000 Penalty: 3642.583008
	Iteration 57Q: 3 clusters Score -6843171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -6843180.000000 Penalty: 3642.583008
	Iteration 58Q: 3 clusters Score -6843180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -6843177.000000 Penalty: 3642.583008
	Iteration 59Q: 3 clusters Score -6843177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -6843192.000000 Penalty: 3642.583008
	Iteration 60F: 3 clusters Score -6843192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -6843195.500000 Penalty: 3642.583008
	Iteration 61Q: 3 clusters Score -6843196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -6843188.500000 Penalty: 3642.583008
	Iteration 62Q: 3 clusters Score -6843188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -6843189.500000 Penalty: 3642.583008
	Iteration 63Q: 3 clusters Score -6843190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -6843189.000000 Penalty: 3642.583008
	Iteration 64Q: 3 clusters Score -6843189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -6843191.500000 Penalty: 3642.583008
	Iteration 65Q: 3 clusters Score -6843192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -6843194.000000 Penalty: 3642.583008
	Iteration 66Q: 3 clusters Score -6843194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -6843191.500000 Penalty: 3642.583008
	Iteration 67Q: 3 clusters Score -6843192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -6843190.000000 Penalty: 3642.583008
	Iteration 68Q: 3 clusters Score -6843190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -6843186.000000 Penalty: 3642.583008
	Iteration 69Q: 3 clusters Score -6843186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -6843185.000000 Penalty: 3642.583008
	Iteration 70Q: 3 clusters Score -6843185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -6843184.500000 Penalty: 3642.583008
	Iteration 71Q: 3 clusters Score -6843184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -6843188.500000 Penalty: 3642.583008
	Iteration 72Q: 3 clusters Score -6843188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 72019 members 
Entering Unmasked Estep 
Score: -6843189.000000 Penalty: 3642.583008
	Iteration 73Q: 3 clusters Score -6843189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -6843185.500000 Penalty: 3642.583008
	Iteration 74Q: 3 clusters Score -6843186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -6843185.500000 Penalty: 3642.583008
	Iteration 75F: 3 clusters Score -6843186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -451019.656250 Penalty: 1379.094360
	Iteration 0F: 2 clusters Score -451019.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -447139.218750 Penalty: 2758.188721
	Iteration 0F: 3 clusters Score -447139.2 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -448655.375000 Penalty: 2758.188721
	Iteration 1F: 3 clusters Score -448655.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -449525.718750 Penalty: 2758.188721
	Iteration 2F: 3 clusters Score -449525.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -450470.843750 Penalty: 2758.188721
	Iteration 3F: 3 clusters Score -450470.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -451187.906250 Penalty: 2758.188721
	Iteration 4F: 3 clusters Score -451187.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -451540.093750 Penalty: 2758.188721
	Iteration 5F: 3 clusters Score -451540.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -451619.968750 Penalty: 2758.188721
	Iteration 6Q: 3 clusters Score -451620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -451639.500000 Penalty: 2758.188721
	Iteration 7Q: 3 clusters Score -451639.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -451646.593750 Penalty: 2758.188721
	Iteration 8Q: 3 clusters Score -451646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -451650.250000 Penalty: 2758.188721
	Iteration 9Q: 3 clusters Score -451650.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -451651.687500 Penalty: 2758.188721
	Iteration 10Q: 3 clusters Score -451651.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -451655.000000 Penalty: 2758.188721
	Iteration 11Q: 3 clusters Score -451655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -451655.437500 Penalty: 2758.188721
	Iteration 12Q: 3 clusters Score -451655.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -451656.437500 Penalty: 2758.188721
	Iteration 13Q: 3 clusters Score -451656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -451656.281250 Penalty: 2758.188721
	Iteration 14Q: 3 clusters Score -451656.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -451656.281250 Penalty: 2758.188721
	Iteration 15F: 3 clusters Score -451656.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 11395 members 
Mstep: Class 5 contains 73714 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 11225 members 
Mstep: Class 9 contains 76204 members 
Mstep: Class 10 contains 23926 members 
Mstep: Class 11 contains 11900 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 124392 members 
Mstep: Class 16 contains 7229 members 
Mstep: Class 19 contains 87880 members 
Mstep: Class 21 contains 26494 members 
Mstep: Class 22 contains 114263 members 
Entering Unmasked Estep 
Score: -53816352.000000 Penalty: 36727.242188
Splitting cluster 6 changes total score from -53811916.000000 to -53816352.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 7 (11225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Entering Unmasked Estep 
Score: -906279.437500 Penalty: 1515.458618
	Iteration 0F: 2 clusters Score -906279.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -898402.750000 Penalty: 3030.917236
	Iteration 0F: 3 clusters Score -898402.8 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -902112.062500 Penalty: 3030.917236
	Iteration 1F: 3 clusters Score -902112.1 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -903991.375000 Penalty: 3030.917236
	Iteration 2F: 3 clusters Score -903991.4 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -906366.312500 Penalty: 3030.917236
	Iteration 3F: 3 clusters Score -906366.3 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -908390.937500 Penalty: 3030.917236
	Iteration 4F: 3 clusters Score -908390.9 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -909540.000000 Penalty: 3030.917236
	Iteration 5F: 3 clusters Score -909540 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -909965.687500 Penalty: 3030.917236
	Iteration 6Q: 3 clusters Score -909965.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -910136.687500 Penalty: 3030.917236
	Iteration 7Q: 3 clusters Score -910136.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -910238.125000 Penalty: 3030.917236
	Iteration 8Q: 3 clusters Score -910238.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -910287.437500 Penalty: 3030.917236
	Iteration 9Q: 3 clusters Score -910287.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -910316.625000 Penalty: 3030.917236
	Iteration 10Q: 3 clusters Score -910316.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -910327.750000 Penalty: 3030.917236
	Iteration 11Q: 3 clusters Score -910327.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -910336.562500 Penalty: 3030.917236
	Iteration 12Q: 3 clusters Score -910336.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -910338.812500 Penalty: 3030.917236
	Iteration 13Q: 3 clusters Score -910338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -910342.250000 Penalty: 3030.917236
	Iteration 14Q: 3 clusters Score -910342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -910341.812500 Penalty: 3030.917236
	Iteration 15Q: 3 clusters Score -910341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -910341.437500 Penalty: 3030.917236
	Iteration 16Q: 3 clusters Score -910341.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -910341.437500 Penalty: 3030.917236
	Iteration 17F: 3 clusters Score -910341.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 11395 members 
Mstep: Class 5 contains 73714 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 9791 members 
Mstep: Class 9 contains 76204 members 
Mstep: Class 10 contains 23926 members 
Mstep: Class 11 contains 11900 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 124392 members 
Mstep: Class 16 contains 7229 members 
Mstep: Class 19 contains 87880 members 
Mstep: Class 21 contains 26494 members 
Mstep: Class 22 contains 114263 members 
Entering Unmasked Estep 
Score: -53819816.000000 Penalty: 38887.667969
Splitting cluster 7 changes total score from -53811916.000000 to -53819816.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 9 (76204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Entering Unmasked Estep 
Score: -6909674.000000 Penalty: 1826.689941
	Iteration 0F: 2 clusters Score -6909674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -6858710.000000 Penalty: 3653.379883
	Iteration 0F: 3 clusters Score -6858710 nChanged 36330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -6880775.000000 Penalty: 3653.379883
	Iteration 1F: 3 clusters Score -6880775 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -6882736.500000 Penalty: 3653.379883
	Iteration 2Q: 3 clusters Score -6882736 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -6885762.000000 Penalty: 3653.379883
	Iteration 3F: 3 clusters Score -6885762 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -6889832.500000 Penalty: 3653.379883
	Iteration 4F: 3 clusters Score -6889832 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -6894974.000000 Penalty: 3653.379883
	Iteration 5F: 3 clusters Score -6894974 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -6900239.000000 Penalty: 3653.379883
	Iteration 6F: 3 clusters Score -6900239 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -6904212.500000 Penalty: 3653.379883
	Iteration 7F: 3 clusters Score -6904212 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -6906625.000000 Penalty: 3653.379883
	Iteration 8Q: 3 clusters Score -6906625 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -6908052.000000 Penalty: 3653.379883
	Iteration 9Q: 3 clusters Score -6908052 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -6909021.500000 Penalty: 3653.379883
	Iteration 10Q: 3 clusters Score -6909022 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -6909735.500000 Penalty: 3653.379883
	Iteration 11Q: 3 clusters Score -6909736 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -6910211.500000 Penalty: 3653.379883
	Iteration 12Q: 3 clusters Score -6910212 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -6910563.000000 Penalty: 3653.379883
	Iteration 13Q: 3 clusters Score -6910563 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -6910864.000000 Penalty: 3653.379883
	Iteration 14Q: 3 clusters Score -6910864 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -6911054.500000 Penalty: 3653.379883
	Iteration 15Q: 3 clusters Score -6911054 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -6911231.000000 Penalty: 3653.379883
	Iteration 16Q: 3 clusters Score -6911231 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -6911373.500000 Penalty: 3653.379883
	Iteration 17Q: 3 clusters Score -6911374 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -6911484.000000 Penalty: 3653.379883
	Iteration 18Q: 3 clusters Score -6911484 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -6911594.000000 Penalty: 3653.379883
	Iteration 19Q: 3 clusters Score -6911594 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -6911707.000000 Penalty: 3653.379883
	Iteration 20F: 3 clusters Score -6911707 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -6911781.500000 Penalty: 3653.379883
	Iteration 21Q: 3 clusters Score -6911782 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -6911848.500000 Penalty: 3653.379883
	Iteration 22Q: 3 clusters Score -6911848 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -6911873.000000 Penalty: 3653.379883
	Iteration 23Q: 3 clusters Score -6911873 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -6911922.000000 Penalty: 3653.379883
	Iteration 24Q: 3 clusters Score -6911922 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 65364 members 
Entering Unmasked Estep 
Score: -6911979.000000 Penalty: 3653.379883
	Iteration 25Q: 3 clusters Score -6911979 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -6912024.500000 Penalty: 3653.379883
	Iteration 26Q: 3 clusters Score -6912024 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -6912069.000000 Penalty: 3653.379883
	Iteration 27Q: 3 clusters Score -6912069 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 65877 members 
Entering Unmasked Estep 
Score: -6912134.500000 Penalty: 3653.379883
	Iteration 28Q: 3 clusters Score -6912134 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -6912179.500000 Penalty: 3653.379883
	Iteration 29Q: 3 clusters Score -6912180 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -6912221.500000 Penalty: 3653.379883
	Iteration 30Q: 3 clusters Score -6912222 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -6912285.000000 Penalty: 3653.379883
	Iteration 31Q: 3 clusters Score -6912285 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -6912323.500000 Penalty: 3653.379883
	Iteration 32Q: 3 clusters Score -6912324 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -6912332.500000 Penalty: 3653.379883
	Iteration 33Q: 3 clusters Score -6912332 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -6912326.000000 Penalty: 3653.379883
	Iteration 34Q: 3 clusters Score -6912326 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -6912347.000000 Penalty: 3653.379883
	Iteration 35Q: 3 clusters Score -6912347 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -6912349.500000 Penalty: 3653.379883
	Iteration 36Q: 3 clusters Score -6912350 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -6912349.000000 Penalty: 3653.379883
	Iteration 37Q: 3 clusters Score -6912349 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -6912351.500000 Penalty: 3653.379883
	Iteration 38Q: 3 clusters Score -6912352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -6912355.000000 Penalty: 3653.379883
	Iteration 39Q: 3 clusters Score -6912355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -6912372.000000 Penalty: 3653.379883
	Iteration 40F: 3 clusters Score -6912372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -6912384.500000 Penalty: 3653.379883
	Iteration 41Q: 3 clusters Score -6912384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -6912380.000000 Penalty: 3653.379883
	Iteration 42Q: 3 clusters Score -6912380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -6912367.500000 Penalty: 3653.379883
	Iteration 43Q: 3 clusters Score -6912368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -6912375.000000 Penalty: 3653.379883
	Iteration 44Q: 3 clusters Score -6912375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -6912377.500000 Penalty: 3653.379883
	Iteration 45Q: 3 clusters Score -6912378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -6912378.000000 Penalty: 3653.379883
	Iteration 46Q: 3 clusters Score -6912378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -6912376.000000 Penalty: 3653.379883
	Iteration 47Q: 3 clusters Score -6912376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -6912371.500000 Penalty: 3653.379883
	Iteration 48Q: 3 clusters Score -6912372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -6912378.500000 Penalty: 3653.379883
	Iteration 49Q: 3 clusters Score -6912378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -6912380.500000 Penalty: 3653.379883
	Iteration 50Q: 3 clusters Score -6912380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -6912380.000000 Penalty: 3653.379883
	Iteration 51Q: 3 clusters Score -6912380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -6912393.000000 Penalty: 3653.379883
	Iteration 52Q: 3 clusters Score -6912393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -6912389.500000 Penalty: 3653.379883
	Iteration 53Q: 3 clusters Score -6912390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -6912383.500000 Penalty: 3653.379883
	Iteration 54Q: 3 clusters Score -6912384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -6912386.000000 Penalty: 3653.379883
	Iteration 55Q: 3 clusters Score -6912386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -6912382.500000 Penalty: 3653.379883
	Iteration 56Q: 3 clusters Score -6912382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -6912382.500000 Penalty: 3653.379883
	Iteration 57F: 3 clusters Score -6912382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 11395 members 
Mstep: Class 5 contains 73714 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 9791 members 
Mstep: Class 9 contains 8902 members 
Mstep: Class 10 contains 23926 members 
Mstep: Class 11 contains 11900 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 67302 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 124392 members 
Mstep: Class 16 contains 7229 members 
Mstep: Class 19 contains 87880 members 
Mstep: Class 21 contains 26494 members 
Mstep: Class 22 contains 114263 members 
Entering Unmasked Estep 
Score: -53822404.000000 Penalty: 41048.093750
Splitting cluster 9 changes total score from -53811916.000000 to -53822404.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 10 (23926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Entering Unmasked Estep 
Score: -2177058.750000 Penalty: 1638.442139
	Iteration 0F: 2 clusters Score -2177059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2160824.250000 Penalty: 3276.884277
	Iteration 0F: 3 clusters Score -2160824 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2166898.500000 Penalty: 3276.884277
	Iteration 1F: 3 clusters Score -2166898 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2167308.500000 Penalty: 3276.884277
	Iteration 2Q: 3 clusters Score -2167308 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2167814.250000 Penalty: 3276.884277
	Iteration 3Q: 3 clusters Score -2167814 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2168526.750000 Penalty: 3276.884277
	Iteration 4F: 3 clusters Score -2168527 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2169568.750000 Penalty: 3276.884277
	Iteration 5F: 3 clusters Score -2169569 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2170910.000000 Penalty: 3276.884277
	Iteration 6F: 3 clusters Score -2170910 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2172516.000000 Penalty: 3276.884277
	Iteration 7F: 3 clusters Score -2172516 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2173872.000000 Penalty: 3276.884277
	Iteration 8F: 3 clusters Score -2173872 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2174701.750000 Penalty: 3276.884277
	Iteration 9Q: 3 clusters Score -2174702 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2175157.000000 Penalty: 3276.884277
	Iteration 10Q: 3 clusters Score -2175157 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2175365.500000 Penalty: 3276.884277
	Iteration 11Q: 3 clusters Score -2175366 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2175470.500000 Penalty: 3276.884277
	Iteration 12Q: 3 clusters Score -2175470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -2175521.250000 Penalty: 3276.884277
	Iteration 13Q: 3 clusters Score -2175521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -2175548.750000 Penalty: 3276.884277
	Iteration 14Q: 3 clusters Score -2175549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2175570.250000 Penalty: 3276.884277
	Iteration 15Q: 3 clusters Score -2175570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2175576.500000 Penalty: 3276.884277
	Iteration 16Q: 3 clusters Score -2175576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2175583.500000 Penalty: 3276.884277
	Iteration 17Q: 3 clusters Score -2175584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -2175587.500000 Penalty: 3276.884277
	Iteration 18Q: 3 clusters Score -2175588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -2175597.500000 Penalty: 3276.884277
	Iteration 19Q: 3 clusters Score -2175598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2175604.500000 Penalty: 3276.884277
	Iteration 20F: 3 clusters Score -2175604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -2175603.750000 Penalty: 3276.884277
	Iteration 21Q: 3 clusters Score -2175604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -2175614.000000 Penalty: 3276.884277
	Iteration 22Q: 3 clusters Score -2175614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -2175626.500000 Penalty: 3276.884277
	Iteration 23Q: 3 clusters Score -2175626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2175630.250000 Penalty: 3276.884277
	Iteration 24Q: 3 clusters Score -2175630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2175630.250000 Penalty: 3276.884277
	Iteration 25F: 3 clusters Score -2175630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Entering Unmasked Estep 
Score: -1059154.750000 Penalty: 1524.947754
	Iteration 0F: 2 clusters Score -1059155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1050787.000000 Penalty: 3049.895508
	Iteration 0F: 3 clusters Score -1050787 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1053927.875000 Penalty: 3049.895508
	Iteration 1F: 3 clusters Score -1053928 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1054602.375000 Penalty: 3049.895508
	Iteration 2F: 3 clusters Score -1054602 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1055362.250000 Penalty: 3049.895508
	Iteration 3F: 3 clusters Score -1055362 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1056152.125000 Penalty: 3049.895508
	Iteration 4F: 3 clusters Score -1056152 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1056858.750000 Penalty: 3049.895508
	Iteration 5F: 3 clusters Score -1056859 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1057361.750000 Penalty: 3049.895508
	Iteration 6F: 3 clusters Score -1057362 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1057704.625000 Penalty: 3049.895508
	Iteration 7Q: 3 clusters Score -1057705 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1057905.750000 Penalty: 3049.895508
	Iteration 8Q: 3 clusters Score -1057906 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1058049.875000 Penalty: 3049.895508
	Iteration 9Q: 3 clusters Score -1058050 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1058147.875000 Penalty: 3049.895508
	Iteration 10Q: 3 clusters Score -1058148 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1058222.375000 Penalty: 3049.895508
	Iteration 11Q: 3 clusters Score -1058222 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1058294.125000 Penalty: 3049.895508
	Iteration 12Q: 3 clusters Score -1058294 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1058347.000000 Penalty: 3049.895508
	Iteration 13Q: 3 clusters Score -1058347 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1058390.500000 Penalty: 3049.895508
	Iteration 14Q: 3 clusters Score -1058390 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1058424.750000 Penalty: 3049.895508
	Iteration 15Q: 3 clusters Score -1058425 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1058455.375000 Penalty: 3049.895508
	Iteration 16Q: 3 clusters Score -1058455 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1058493.000000 Penalty: 3049.895508
	Iteration 17Q: 3 clusters Score -1058493 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1058523.625000 Penalty: 3049.895508
	Iteration 18Q: 3 clusters Score -1058524 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1058542.000000 Penalty: 3049.895508
	Iteration 19Q: 3 clusters Score -1058542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1058557.500000 Penalty: 3049.895508
	Iteration 20F: 3 clusters Score -1058558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1058569.500000 Penalty: 3049.895508
	Iteration 21Q: 3 clusters Score -1058570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1058588.375000 Penalty: 3049.895508
	Iteration 22Q: 3 clusters Score -1058588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1058605.625000 Penalty: 3049.895508
	Iteration 23Q: 3 clusters Score -1058606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1058625.500000 Penalty: 3049.895508
	Iteration 24Q: 3 clusters Score -1058626 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1058644.500000 Penalty: 3049.895508
	Iteration 25Q: 3 clusters Score -1058644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1058663.750000 Penalty: 3049.895508
	Iteration 26Q: 3 clusters Score -1058664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1058686.375000 Penalty: 3049.895508
	Iteration 27Q: 3 clusters Score -1058686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1058704.500000 Penalty: 3049.895508
	Iteration 28Q: 3 clusters Score -1058704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1058719.750000 Penalty: 3049.895508
	Iteration 29Q: 3 clusters Score -1058720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1058734.875000 Penalty: 3049.895508
	Iteration 30Q: 3 clusters Score -1058735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1058758.250000 Penalty: 3049.895508
	Iteration 31Q: 3 clusters Score -1058758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1058766.125000 Penalty: 3049.895508
	Iteration 32Q: 3 clusters Score -1058766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1058771.875000 Penalty: 3049.895508
	Iteration 33Q: 3 clusters Score -1058772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1058773.250000 Penalty: 3049.895508
	Iteration 34Q: 3 clusters Score -1058773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1058774.625000 Penalty: 3049.895508
	Iteration 35Q: 3 clusters Score -1058775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1058776.750000 Penalty: 3049.895508
	Iteration 36Q: 3 clusters Score -1058777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1058781.000000 Penalty: 3049.895508
	Iteration 37Q: 3 clusters Score -1058781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1058783.625000 Penalty: 3049.895508
	Iteration 38Q: 3 clusters Score -1058784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1058786.375000 Penalty: 3049.895508
	Iteration 39Q: 3 clusters Score -1058786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1058789.875000 Penalty: 3049.895508
	Iteration 40F: 3 clusters Score -1058790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1058791.625000 Penalty: 3049.895508
	Iteration 41Q: 3 clusters Score -1058792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1058795.625000 Penalty: 3049.895508
	Iteration 42Q: 3 clusters Score -1058796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1058796.125000 Penalty: 3049.895508
	Iteration 43Q: 3 clusters Score -1058796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1058799.875000 Penalty: 3049.895508
	Iteration 44Q: 3 clusters Score -1058800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1058801.250000 Penalty: 3049.895508
	Iteration 45Q: 3 clusters Score -1058801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1058802.750000 Penalty: 3049.895508
	Iteration 46Q: 3 clusters Score -1058803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1058802.250000 Penalty: 3049.895508
	Iteration 47Q: 3 clusters Score -1058802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1058804.750000 Penalty: 3049.895508
	Iteration 48Q: 3 clusters Score -1058805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1058804.875000 Penalty: 3049.895508
	Iteration 49Q: 3 clusters Score -1058805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1058805.625000 Penalty: 3049.895508
	Iteration 50Q: 3 clusters Score -1058806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1058807.625000 Penalty: 3049.895508
	Iteration 51Q: 3 clusters Score -1058808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1058807.500000 Penalty: 3049.895508
	Iteration 52Q: 3 clusters Score -1058808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1058806.750000 Penalty: 3049.895508
	Iteration 53Q: 3 clusters Score -1058807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1058806.750000 Penalty: 3049.895508
	Iteration 54F: 3 clusters Score -1058807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -815220.500000 Penalty: 1486.314087
	Iteration 0F: 2 clusters Score -815220.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -808422.687500 Penalty: 2972.628174
	Iteration 0F: 3 clusters Score -808422.7 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -810966.625000 Penalty: 2972.628174
	Iteration 1F: 3 clusters Score -810966.6 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -811627.812500 Penalty: 2972.628174
	Iteration 2F: 3 clusters Score -811627.8 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -812241.312500 Penalty: 2972.628174
	Iteration 3F: 3 clusters Score -812241.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -812728.312500 Penalty: 2972.628174
	Iteration 4F: 3 clusters Score -812728.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -813104.625000 Penalty: 2972.628174
	Iteration 5F: 3 clusters Score -813104.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -813337.312500 Penalty: 2972.628174
	Iteration 6Q: 3 clusters Score -813337.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -813521.625000 Penalty: 2972.628174
	Iteration 7Q: 3 clusters Score -813521.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -813622.750000 Penalty: 2972.628174
	Iteration 8Q: 3 clusters Score -813622.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -813674.500000 Penalty: 2972.628174
	Iteration 9Q: 3 clusters Score -813674.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -813708.437500 Penalty: 2972.628174
	Iteration 10Q: 3 clusters Score -813708.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -813733.125000 Penalty: 2972.628174
	Iteration 11Q: 3 clusters Score -813733.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -813748.125000 Penalty: 2972.628174
	Iteration 12Q: 3 clusters Score -813748.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -813762.937500 Penalty: 2972.628174
	Iteration 13Q: 3 clusters Score -813762.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -813770.562500 Penalty: 2972.628174
	Iteration 14Q: 3 clusters Score -813770.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -813779.562500 Penalty: 2972.628174
	Iteration 15Q: 3 clusters Score -813779.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -813786.937500 Penalty: 2972.628174
	Iteration 16Q: 3 clusters Score -813786.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -813796.875000 Penalty: 2972.628174
	Iteration 17Q: 3 clusters Score -813796.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -813806.375000 Penalty: 2972.628174
	Iteration 18Q: 3 clusters Score -813806.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -813816.750000 Penalty: 2972.628174
	Iteration 19Q: 3 clusters Score -813816.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -813829.250000 Penalty: 2972.628174
	Iteration 20F: 3 clusters Score -813829.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -813843.187500 Penalty: 2972.628174
	Iteration 21Q: 3 clusters Score -813843.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -813854.750000 Penalty: 2972.628174
	Iteration 22Q: 3 clusters Score -813854.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -813861.500000 Penalty: 2972.628174
	Iteration 23Q: 3 clusters Score -813861.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -813876.125000 Penalty: 2972.628174
	Iteration 24Q: 3 clusters Score -813876.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -813880.937500 Penalty: 2972.628174
	Iteration 25Q: 3 clusters Score -813880.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -813895.125000 Penalty: 2972.628174
	Iteration 26Q: 3 clusters Score -813895.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -813917.125000 Penalty: 2972.628174
	Iteration 27Q: 3 clusters Score -813917.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -813949.250000 Penalty: 2972.628174
	Iteration 28Q: 3 clusters Score -813949.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -814009.562500 Penalty: 2972.628174
	Iteration 29Q: 3 clusters Score -814009.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -814077.812500 Penalty: 2972.628174
	Iteration 30Q: 3 clusters Score -814077.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -814148.812500 Penalty: 2972.628174
	Iteration 31Q: 3 clusters Score -814148.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -814227.812500 Penalty: 2972.628174
	Iteration 32Q: 3 clusters Score -814227.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -814280.500000 Penalty: 2972.628174
	Iteration 33Q: 3 clusters Score -814280.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -814314.687500 Penalty: 2972.628174
	Iteration 34Q: 3 clusters Score -814314.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -814333.437500 Penalty: 2972.628174
	Iteration 35Q: 3 clusters Score -814333.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -814348.062500 Penalty: 2972.628174
	Iteration 36Q: 3 clusters Score -814348.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -814359.625000 Penalty: 2972.628174
	Iteration 37Q: 3 clusters Score -814359.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -814362.437500 Penalty: 2972.628174
	Iteration 38Q: 3 clusters Score -814362.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -814366.500000 Penalty: 2972.628174
	Iteration 39Q: 3 clusters Score -814366.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -814369.250000 Penalty: 2972.628174
	Iteration 40F: 3 clusters Score -814369.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -814374.000000 Penalty: 2972.628174
	Iteration 41Q: 3 clusters Score -814374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -814376.625000 Penalty: 2972.628174
	Iteration 42Q: 3 clusters Score -814376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -814377.812500 Penalty: 2972.628174
	Iteration 43Q: 3 clusters Score -814377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -814376.437500 Penalty: 2972.628174
	Iteration 44Q: 3 clusters Score -814376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -814376.437500 Penalty: 2972.628174
	Iteration 45Q: 3 clusters Score -814376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -814376.500000 Penalty: 2972.628174
	Iteration 46Q: 3 clusters Score -814376.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -814376.500000 Penalty: 2972.628174
	Iteration 47F: 3 clusters Score -814376.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -207725.343750 Penalty: 1262.317871
	Iteration 0F: 2 clusters Score -207725.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -205428.218750 Penalty: 2524.635742
	Iteration 0F: 3 clusters Score -205428.2 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -206034.140625 Penalty: 2524.635742
	Iteration 1F: 3 clusters Score -206034.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -206200.140625 Penalty: 2524.635742
	Iteration 2F: 3 clusters Score -206200.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -206306.593750 Penalty: 2524.635742
	Iteration 3F: 3 clusters Score -206306.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -206379.937500 Penalty: 2524.635742
	Iteration 4Q: 3 clusters Score -206379.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -206441.312500 Penalty: 2524.635742
	Iteration 5Q: 3 clusters Score -206441.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -206514.843750 Penalty: 2524.635742
	Iteration 6Q: 3 clusters Score -206514.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -206574.109375 Penalty: 2524.635742
	Iteration 7Q: 3 clusters Score -206574.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -206631.453125 Penalty: 2524.635742
	Iteration 8Q: 3 clusters Score -206631.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -206696.484375 Penalty: 2524.635742
	Iteration 9Q: 3 clusters Score -206696.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -206754.421875 Penalty: 2524.635742
	Iteration 10Q: 3 clusters Score -206754.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -206792.968750 Penalty: 2524.635742
	Iteration 11Q: 3 clusters Score -206793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -206818.031250 Penalty: 2524.635742
	Iteration 12Q: 3 clusters Score -206818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -206839.546875 Penalty: 2524.635742
	Iteration 13Q: 3 clusters Score -206839.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -206866.359375 Penalty: 2524.635742
	Iteration 14Q: 3 clusters Score -206866.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -206903.078125 Penalty: 2524.635742
	Iteration 15Q: 3 clusters Score -206903.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -206938.328125 Penalty: 2524.635742
	Iteration 16Q: 3 clusters Score -206938.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -206974.593750 Penalty: 2524.635742
	Iteration 17Q: 3 clusters Score -206974.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -206993.687500 Penalty: 2524.635742
	Iteration 18Q: 3 clusters Score -206993.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -207005.296875 Penalty: 2524.635742
	Iteration 19Q: 3 clusters Score -207005.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -207020.765625 Penalty: 2524.635742
	Iteration 20F: 3 clusters Score -207020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -207027.468750 Penalty: 2524.635742
	Iteration 21Q: 3 clusters Score -207027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -207030.609375 Penalty: 2524.635742
	Iteration 22Q: 3 clusters Score -207030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -207032.437500 Penalty: 2524.635742
	Iteration 23Q: 3 clusters Score -207032.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -207033.250000 Penalty: 2524.635742
	Iteration 24Q: 3 clusters Score -207033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -207033.265625 Penalty: 2524.635742
	Iteration 25Q: 3 clusters Score -207033.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -207034.312500 Penalty: 2524.635742
	Iteration 26Q: 3 clusters Score -207034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -207034.312500 Penalty: 2524.635742
	Iteration 27F: 3 clusters Score -207034.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (124392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124392 members 
Entering Unmasked Estep 
Score: -11409426.000000 Penalty: 1906.318970
	Iteration 0F: 2 clusters Score -1.140943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -11326153.000000 Penalty: 3812.637939
	Iteration 0F: 3 clusters Score -1.132615e+07 nChanged 59758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -11362066.000000 Penalty: 3812.637939
	Iteration 1F: 3 clusters Score -1.136207e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -11364499.000000 Penalty: 3812.637939
	Iteration 2Q: 3 clusters Score -1.13645e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -11369243.000000 Penalty: 3812.637939
	Iteration 3F: 3 clusters Score -1.136924e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -11377263.000000 Penalty: 3812.637939
	Iteration 4F: 3 clusters Score -1.137726e+07 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99942 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -11387403.000000 Penalty: 3812.637939
	Iteration 5F: 3 clusters Score -1.13874e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108854 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -11396255.000000 Penalty: 3812.637939
	Iteration 6F: 3 clusters Score -1.139626e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114809 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -11402059.000000 Penalty: 3812.637939
	Iteration 7F: 3 clusters Score -1.140206e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118100 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -11405279.000000 Penalty: 3812.637939
	Iteration 8Q: 3 clusters Score -1.140528e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119672 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -11407077.000000 Penalty: 3812.637939
	Iteration 9Q: 3 clusters Score -1.140708e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120308 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -11407973.000000 Penalty: 3812.637939
	Iteration 10Q: 3 clusters Score -1.140797e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120586 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -11408371.000000 Penalty: 3812.637939
	Iteration 11Q: 3 clusters Score -1.140837e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120788 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -11408559.000000 Penalty: 3812.637939
	Iteration 12Q: 3 clusters Score -1.140856e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120943 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -11408645.000000 Penalty: 3812.637939
	Iteration 13Q: 3 clusters Score -1.140864e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121064 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -11408693.000000 Penalty: 3812.637939
	Iteration 14Q: 3 clusters Score -1.140869e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121168 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -11408766.000000 Penalty: 3812.637939
	Iteration 15Q: 3 clusters Score -1.140877e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121279 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -11408796.000000 Penalty: 3812.637939
	Iteration 16Q: 3 clusters Score -1.14088e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121351 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -11408817.000000 Penalty: 3812.637939
	Iteration 17Q: 3 clusters Score -1.140882e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121424 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -11408855.000000 Penalty: 3812.637939
	Iteration 18Q: 3 clusters Score -1.140886e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121489 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -11408882.000000 Penalty: 3812.637939
	Iteration 19Q: 3 clusters Score -1.140888e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121543 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -11408890.000000 Penalty: 3812.637939
	Iteration 20F: 3 clusters Score -1.140889e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121575 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -11408925.000000 Penalty: 3812.637939
	Iteration 21Q: 3 clusters Score -1.140892e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121609 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -11408922.000000 Penalty: 3812.637939
	Iteration 22Q: 3 clusters Score -1.140892e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121630 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -11408943.000000 Penalty: 3812.637939
	Iteration 23Q: 3 clusters Score -1.140894e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121650 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -11408949.000000 Penalty: 3812.637939
	Iteration 24Q: 3 clusters Score -1.140895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121661 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -11408942.000000 Penalty: 3812.637939
	Iteration 25Q: 3 clusters Score -1.140894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121669 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -11408938.000000 Penalty: 3812.637939
	Iteration 26Q: 3 clusters Score -1.140894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121678 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -11408956.000000 Penalty: 3812.637939
	Iteration 27Q: 3 clusters Score -1.140896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121688 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -11408938.000000 Penalty: 3812.637939
	Iteration 28Q: 3 clusters Score -1.140894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121689 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -11408947.000000 Penalty: 3812.637939
	Iteration 29Q: 3 clusters Score -1.140895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121688 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -11408937.000000 Penalty: 3812.637939
	Iteration 30Q: 3 clusters Score -1.140894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121688 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -11408937.000000 Penalty: 3812.637939
	Iteration 31F: 3 clusters Score -1.140894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Entering Unmasked Estep 
Score: -632740.500000 Penalty: 1443.951538
	Iteration 0F: 2 clusters Score -632740.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -627476.812500 Penalty: 2887.903076
	Iteration 0F: 3 clusters Score -627476.8 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -629602.562500 Penalty: 2887.903076
	Iteration 1F: 3 clusters Score -629602.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -630215.062500 Penalty: 2887.903076
	Iteration 2F: 3 clusters Score -630215.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -630961.250000 Penalty: 2887.903076
	Iteration 3F: 3 clusters Score -630961.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -631900.187500 Penalty: 2887.903076
	Iteration 4F: 3 clusters Score -631900.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -633232.375000 Penalty: 2887.903076
	Iteration 5F: 3 clusters Score -633232.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -634423.000000 Penalty: 2887.903076
	Iteration 6F: 3 clusters Score -634423 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -635280.812500 Penalty: 2887.903076
	Iteration 7F: 3 clusters Score -635280.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -635623.812500 Penalty: 2887.903076
	Iteration 8Q: 3 clusters Score -635623.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -635668.875000 Penalty: 2887.903076
	Iteration 9Q: 3 clusters Score -635668.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -635683.000000 Penalty: 2887.903076
	Iteration 10Q: 3 clusters Score -635683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -635685.750000 Penalty: 2887.903076
	Iteration 11Q: 3 clusters Score -635685.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -635688.187500 Penalty: 2887.903076
	Iteration 12Q: 3 clusters Score -635688.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -635691.375000 Penalty: 2887.903076
	Iteration 13Q: 3 clusters Score -635691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -635702.437500 Penalty: 2887.903076
	Iteration 14Q: 3 clusters Score -635702.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -635735.750000 Penalty: 2887.903076
	Iteration 15Q: 3 clusters Score -635735.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -635865.687500 Penalty: 2887.903076
	Iteration 16Q: 3 clusters Score -635865.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -636206.875000 Penalty: 2887.903076
	Iteration 17Q: 3 clusters Score -636206.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -636538.312500 Penalty: 2887.903076
	Iteration 18Q: 3 clusters Score -636538.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -636608.812500 Penalty: 2887.903076
	Iteration 19Q: 3 clusters Score -636608.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -636623.125000 Penalty: 2887.903076
	Iteration 20F: 3 clusters Score -636623.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -636626.750000 Penalty: 2887.903076
	Iteration 21Q: 3 clusters Score -636626.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -636628.187500 Penalty: 2887.903076
	Iteration 22Q: 3 clusters Score -636628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -636630.500000 Penalty: 2887.903076
	Iteration 23Q: 3 clusters Score -636630.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -636631.875000 Penalty: 2887.903076
	Iteration 24Q: 3 clusters Score -636631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -636631.812500 Penalty: 2887.903076
	Iteration 25Q: 3 clusters Score -636631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -636631.812500 Penalty: 2887.903076
	Iteration 26F: 3 clusters Score -636631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 11395 members 
Mstep: Class 5 contains 73714 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 9791 members 
Mstep: Class 9 contains 8902 members 
Mstep: Class 10 contains 23926 members 
Mstep: Class 11 contains 11900 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 67302 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 124392 members 
Mstep: Class 16 contains 5273 members 
Mstep: Class 17 contains 1956 members 
Mstep: Class 19 contains 87880 members 
Mstep: Class 21 contains 26494 members 
Mstep: Class 22 contains 114263 members 
Entering Unmasked Estep 
Score: -53825624.000000 Penalty: 43208.519531
Splitting cluster 16 changes total score from -53811916.000000 to -53825624.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 19 (87880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87880 members 
Entering Unmasked Estep 
Score: -8051406.500000 Penalty: 1849.855591
	Iteration 0F: 2 clusters Score -8051406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -7992623.000000 Penalty: 3699.711182
	Iteration 0F: 3 clusters Score -7992623 nChanged 41868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -8016881.500000 Penalty: 3699.711182
	Iteration 1F: 3 clusters Score -8016882 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -8017529.500000 Penalty: 3699.711182
	Iteration 2Q: 3 clusters Score -8017530 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -8018388.500000 Penalty: 3699.711182
	Iteration 3Q: 3 clusters Score -8018388 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -8019886.500000 Penalty: 3699.711182
	Iteration 4Q: 3 clusters Score -8019886 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -8022582.500000 Penalty: 3699.711182
	Iteration 5F: 3 clusters Score -8022582 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -8027590.000000 Penalty: 3699.711182
	Iteration 6F: 3 clusters Score -8027590 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -8034939.500000 Penalty: 3699.711182
	Iteration 7F: 3 clusters Score -8034940 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -8042619.500000 Penalty: 3699.711182
	Iteration 8F: 3 clusters Score -8042620 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85033 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -8047298.500000 Penalty: 3699.711182
	Iteration 9F: 3 clusters Score -8047298 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8048990.000000 Penalty: 3699.711182
	Iteration 10Q: 3 clusters Score -8048990 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87454 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8049534.000000 Penalty: 3699.711182
	Iteration 11Q: 3 clusters Score -8049534 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8049710.500000 Penalty: 3699.711182
	Iteration 12Q: 3 clusters Score -8049710 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8049793.000000 Penalty: 3699.711182
	Iteration 13Q: 3 clusters Score -8049793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8049817.500000 Penalty: 3699.711182
	Iteration 14Q: 3 clusters Score -8049818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87650 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8049833.000000 Penalty: 3699.711182
	Iteration 15Q: 3 clusters Score -8049833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8049844.500000 Penalty: 3699.711182
	Iteration 16Q: 3 clusters Score -8049844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8049845.500000 Penalty: 3699.711182
	Iteration 17Q: 3 clusters Score -8049846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8049855.500000 Penalty: 3699.711182
	Iteration 18Q: 3 clusters Score -8049856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8049866.000000 Penalty: 3699.711182
	Iteration 19Q: 3 clusters Score -8049866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8049869.000000 Penalty: 3699.711182
	Iteration 20F: 3 clusters Score -8049869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8049871.000000 Penalty: 3699.711182
	Iteration 21Q: 3 clusters Score -8049871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8049876.500000 Penalty: 3699.711182
	Iteration 22Q: 3 clusters Score -8049876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87672 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8049898.500000 Penalty: 3699.711182
	Iteration 23Q: 3 clusters Score -8049898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8049888.500000 Penalty: 3699.711182
	Iteration 24Q: 3 clusters Score -8049888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8049903.500000 Penalty: 3699.711182
	Iteration 25Q: 3 clusters Score -8049904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87676 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8049898.500000 Penalty: 3699.711182
	Iteration 26Q: 3 clusters Score -8049898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87676 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8049898.500000 Penalty: 3699.711182
	Iteration 27F: 3 clusters Score -8049898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Entering Unmasked Estep 
Score: -2480393.500000 Penalty: 1655.009399
	Iteration 0F: 2 clusters Score -2480394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2462342.250000 Penalty: 3310.018799
	Iteration 0F: 3 clusters Score -2462342 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2469177.750000 Penalty: 3310.018799
	Iteration 1F: 3 clusters Score -2469178 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2469753.500000 Penalty: 3310.018799
	Iteration 2F: 3 clusters Score -2469754 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2470582.500000 Penalty: 3310.018799
	Iteration 3F: 3 clusters Score -2470582 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2471748.250000 Penalty: 3310.018799
	Iteration 4F: 3 clusters Score -2471748 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2473293.000000 Penalty: 3310.018799
	Iteration 5F: 3 clusters Score -2473293 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2475010.750000 Penalty: 3310.018799
	Iteration 6F: 3 clusters Score -2475011 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2476542.250000 Penalty: 3310.018799
	Iteration 7F: 3 clusters Score -2476542 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2477479.000000 Penalty: 3310.018799
	Iteration 8Q: 3 clusters Score -2477479 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2477938.750000 Penalty: 3310.018799
	Iteration 9Q: 3 clusters Score -2477939 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2478144.000000 Penalty: 3310.018799
	Iteration 10Q: 3 clusters Score -2478144 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2478233.750000 Penalty: 3310.018799
	Iteration 11Q: 3 clusters Score -2478234 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2478290.000000 Penalty: 3310.018799
	Iteration 12Q: 3 clusters Score -2478290 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2478335.250000 Penalty: 3310.018799
	Iteration 13Q: 3 clusters Score -2478335 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2478377.250000 Penalty: 3310.018799
	Iteration 14Q: 3 clusters Score -2478377 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2478430.250000 Penalty: 3310.018799
	Iteration 15Q: 3 clusters Score -2478430 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2478472.500000 Penalty: 3310.018799
	Iteration 16Q: 3 clusters Score -2478472 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2478519.250000 Penalty: 3310.018799
	Iteration 17Q: 3 clusters Score -2478519 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2478562.000000 Penalty: 3310.018799
	Iteration 18Q: 3 clusters Score -2478562 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2478600.500000 Penalty: 3310.018799
	Iteration 19Q: 3 clusters Score -2478600 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2478632.000000 Penalty: 3310.018799
	Iteration 20F: 3 clusters Score -2478632 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2478665.250000 Penalty: 3310.018799
	Iteration 21Q: 3 clusters Score -2478665 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2478711.250000 Penalty: 3310.018799
	Iteration 22Q: 3 clusters Score -2478711 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2478738.500000 Penalty: 3310.018799
	Iteration 23Q: 3 clusters Score -2478738 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2478768.750000 Penalty: 3310.018799
	Iteration 24Q: 3 clusters Score -2478769 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2478787.750000 Penalty: 3310.018799
	Iteration 25Q: 3 clusters Score -2478788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2478805.250000 Penalty: 3310.018799
	Iteration 26Q: 3 clusters Score -2478805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2478824.000000 Penalty: 3310.018799
	Iteration 27Q: 3 clusters Score -2478824 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2478839.250000 Penalty: 3310.018799
	Iteration 28Q: 3 clusters Score -2478839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2478858.500000 Penalty: 3310.018799
	Iteration 29Q: 3 clusters Score -2478858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2478870.250000 Penalty: 3310.018799
	Iteration 30Q: 3 clusters Score -2478870 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2478881.000000 Penalty: 3310.018799
	Iteration 31Q: 3 clusters Score -2478881 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2478901.500000 Penalty: 3310.018799
	Iteration 32Q: 3 clusters Score -2478902 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2478911.000000 Penalty: 3310.018799
	Iteration 33Q: 3 clusters Score -2478911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2478925.000000 Penalty: 3310.018799
	Iteration 34Q: 3 clusters Score -2478925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2478933.750000 Penalty: 3310.018799
	Iteration 35Q: 3 clusters Score -2478934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2478937.250000 Penalty: 3310.018799
	Iteration 36Q: 3 clusters Score -2478937 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2478960.750000 Penalty: 3310.018799
	Iteration 37Q: 3 clusters Score -2478961 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2478967.500000 Penalty: 3310.018799
	Iteration 38Q: 3 clusters Score -2478968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2478979.750000 Penalty: 3310.018799
	Iteration 39Q: 3 clusters Score -2478980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2478993.250000 Penalty: 3310.018799
	Iteration 40F: 3 clusters Score -2478993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2479003.750000 Penalty: 3310.018799
	Iteration 41Q: 3 clusters Score -2479004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2479012.750000 Penalty: 3310.018799
	Iteration 42Q: 3 clusters Score -2479013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2479025.500000 Penalty: 3310.018799
	Iteration 43Q: 3 clusters Score -2479026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2479036.000000 Penalty: 3310.018799
	Iteration 44Q: 3 clusters Score -2479036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2479044.750000 Penalty: 3310.018799
	Iteration 45Q: 3 clusters Score -2479045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2479052.250000 Penalty: 3310.018799
	Iteration 46Q: 3 clusters Score -2479052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2479053.250000 Penalty: 3310.018799
	Iteration 47Q: 3 clusters Score -2479053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2479064.250000 Penalty: 3310.018799
	Iteration 48Q: 3 clusters Score -2479064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2479071.250000 Penalty: 3310.018799
	Iteration 49Q: 3 clusters Score -2479071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2479070.500000 Penalty: 3310.018799
	Iteration 50Q: 3 clusters Score -2479070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2479077.500000 Penalty: 3310.018799
	Iteration 51Q: 3 clusters Score -2479078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2479076.750000 Penalty: 3310.018799
	Iteration 52Q: 3 clusters Score -2479077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2479082.250000 Penalty: 3310.018799
	Iteration 53Q: 3 clusters Score -2479082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2479089.250000 Penalty: 3310.018799
	Iteration 54Q: 3 clusters Score -2479089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2479099.000000 Penalty: 3310.018799
	Iteration 55Q: 3 clusters Score -2479099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2479099.500000 Penalty: 3310.018799
	Iteration 56Q: 3 clusters Score -2479100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2479108.000000 Penalty: 3310.018799
	Iteration 57Q: 3 clusters Score -2479108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2479108.000000 Penalty: 3310.018799
	Iteration 58Q: 3 clusters Score -2479108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2479108.750000 Penalty: 3310.018799
	Iteration 59Q: 3 clusters Score -2479109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2479113.500000 Penalty: 3310.018799
	Iteration 60F: 3 clusters Score -2479114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2479121.000000 Penalty: 3310.018799
	Iteration 61Q: 3 clusters Score -2479121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2479123.500000 Penalty: 3310.018799
	Iteration 62Q: 3 clusters Score -2479124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2479130.750000 Penalty: 3310.018799
	Iteration 63Q: 3 clusters Score -2479131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2479128.750000 Penalty: 3310.018799
	Iteration 64Q: 3 clusters Score -2479129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2479128.000000 Penalty: 3310.018799
	Iteration 65Q: 3 clusters Score -2479128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2479127.000000 Penalty: 3310.018799
	Iteration 66Q: 3 clusters Score -2479127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2479129.750000 Penalty: 3310.018799
	Iteration 67Q: 3 clusters Score -2479130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2479129.250000 Penalty: 3310.018799
	Iteration 68Q: 3 clusters Score -2479129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2479132.500000 Penalty: 3310.018799
	Iteration 69Q: 3 clusters Score -2479132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2479130.750000 Penalty: 3310.018799
	Iteration 70Q: 3 clusters Score -2479131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2479135.250000 Penalty: 3310.018799
	Iteration 71Q: 3 clusters Score -2479135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2479135.250000 Penalty: 3310.018799
	Iteration 72F: 3 clusters Score -2479135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Entering Unmasked Estep 
Score: -11215256.000000 Penalty: 1892.516968
	Iteration 0F: 2 clusters Score -1.121526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -11146864.000000 Penalty: 3785.033936
	Iteration 0F: 3 clusters Score -1.114686e+07 nChanged 54909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -11178565.000000 Penalty: 3785.033936
	Iteration 1F: 3 clusters Score -1.117856e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -11179248.000000 Penalty: 3785.033936
	Iteration 2Q: 3 clusters Score -1.117925e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -11180273.000000 Penalty: 3785.033936
	Iteration 3Q: 3 clusters Score -1.118027e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -11181708.000000 Penalty: 3785.033936
	Iteration 4Q: 3 clusters Score -1.118171e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -11183936.000000 Penalty: 3785.033936
	Iteration 5Q: 3 clusters Score -1.118394e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -11187523.000000 Penalty: 3785.033936
	Iteration 6F: 3 clusters Score -1.118752e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75246 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -11192877.000000 Penalty: 3785.033936
	Iteration 7F: 3 clusters Score -1.119288e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -11198811.000000 Penalty: 3785.033936
	Iteration 8F: 3 clusters Score -1.119881e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84781 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -11203892.000000 Penalty: 3785.033936
	Iteration 9F: 3 clusters Score -1.120389e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87596 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -11206612.000000 Penalty: 3785.033936
	Iteration 10Q: 3 clusters Score -1.120661e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -11207797.000000 Penalty: 3785.033936
	Iteration 11Q: 3 clusters Score -1.12078e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91266 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -11208358.000000 Penalty: 3785.033936
	Iteration 12Q: 3 clusters Score -1.120836e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -11208895.000000 Penalty: 3785.033936
	Iteration 13Q: 3 clusters Score -1.12089e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -11209425.000000 Penalty: 3785.033936
	Iteration 14Q: 3 clusters Score -1.120942e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95641 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -11209938.000000 Penalty: 3785.033936
	Iteration 15Q: 3 clusters Score -1.120994e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -11210378.000000 Penalty: 3785.033936
	Iteration 16Q: 3 clusters Score -1.121038e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97987 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -11210870.000000 Penalty: 3785.033936
	Iteration 17Q: 3 clusters Score -1.121087e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99032 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -11211363.000000 Penalty: 3785.033936
	Iteration 18Q: 3 clusters Score -1.121136e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99959 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -11211811.000000 Penalty: 3785.033936
	Iteration 19Q: 3 clusters Score -1.121181e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -11212120.000000 Penalty: 3785.033936
	Iteration 20F: 3 clusters Score -1.121212e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101596 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -11212414.000000 Penalty: 3785.033936
	Iteration 21Q: 3 clusters Score -1.121241e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -11212673.000000 Penalty: 3785.033936
	Iteration 22Q: 3 clusters Score -1.121267e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -11212955.000000 Penalty: 3785.033936
	Iteration 23Q: 3 clusters Score -1.121296e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103629 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -11213232.000000 Penalty: 3785.033936
	Iteration 24Q: 3 clusters Score -1.121323e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -11213424.000000 Penalty: 3785.033936
	Iteration 25Q: 3 clusters Score -1.121342e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -11213615.000000 Penalty: 3785.033936
	Iteration 26Q: 3 clusters Score -1.121362e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105199 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -11213787.000000 Penalty: 3785.033936
	Iteration 27Q: 3 clusters Score -1.121379e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105685 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -11213861.000000 Penalty: 3785.033936
	Iteration 28Q: 3 clusters Score -1.121386e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -11213995.000000 Penalty: 3785.033936
	Iteration 29Q: 3 clusters Score -1.1214e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106465 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -11214063.000000 Penalty: 3785.033936
	Iteration 30Q: 3 clusters Score -1.121406e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106810 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -11214197.000000 Penalty: 3785.033936
	Iteration 31Q: 3 clusters Score -1.12142e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107127 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -11214294.000000 Penalty: 3785.033936
	Iteration 32Q: 3 clusters Score -1.121429e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107426 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -11214390.000000 Penalty: 3785.033936
	Iteration 33Q: 3 clusters Score -1.121439e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -11214493.000000 Penalty: 3785.033936
	Iteration 34Q: 3 clusters Score -1.121449e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107945 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -11214565.000000 Penalty: 3785.033936
	Iteration 35Q: 3 clusters Score -1.121456e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -11214654.000000 Penalty: 3785.033936
	Iteration 36Q: 3 clusters Score -1.121465e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108357 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -11214705.000000 Penalty: 3785.033936
	Iteration 37Q: 3 clusters Score -1.12147e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -11214733.000000 Penalty: 3785.033936
	Iteration 38Q: 3 clusters Score -1.121473e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -11214775.000000 Penalty: 3785.033936
	Iteration 39Q: 3 clusters Score -1.121478e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108802 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -11214815.000000 Penalty: 3785.033936
	Iteration 40F: 3 clusters Score -1.121482e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -11214844.000000 Penalty: 3785.033936
	Iteration 41Q: 3 clusters Score -1.121484e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109002 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -11214833.000000 Penalty: 3785.033936
	Iteration 42Q: 3 clusters Score -1.121483e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109097 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -11214824.000000 Penalty: 3785.033936
	Iteration 43Q: 3 clusters Score -1.121482e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109196 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -11214816.000000 Penalty: 3785.033936
	Iteration 44Q: 3 clusters Score -1.121482e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109289 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -11214826.000000 Penalty: 3785.033936
	Iteration 45Q: 3 clusters Score -1.121483e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109367 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -11214826.000000 Penalty: 3785.033936
	Iteration 46Q: 3 clusters Score -1.121483e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109453 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -11214827.000000 Penalty: 3785.033936
	Iteration 47Q: 3 clusters Score -1.121483e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109535 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -11214849.000000 Penalty: 3785.033936
	Iteration 48Q: 3 clusters Score -1.121485e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109591 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -11214877.000000 Penalty: 3785.033936
	Iteration 49Q: 3 clusters Score -1.121488e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109643 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -11214883.000000 Penalty: 3785.033936
	Iteration 50Q: 3 clusters Score -1.121488e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -11214884.000000 Penalty: 3785.033936
	Iteration 51Q: 3 clusters Score -1.121488e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109749 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -11214910.000000 Penalty: 3785.033936
	Iteration 52Q: 3 clusters Score -1.121491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -11214909.000000 Penalty: 3785.033936
	Iteration 53Q: 3 clusters Score -1.121491e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109838 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -11214901.000000 Penalty: 3785.033936
	Iteration 54Q: 3 clusters Score -1.12149e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -11214890.000000 Penalty: 3785.033936
	Iteration 55Q: 3 clusters Score -1.121489e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109906 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -11214890.000000 Penalty: 3785.033936
	Iteration 56Q: 3 clusters Score -1.121489e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -11214893.000000 Penalty: 3785.033936
	Iteration 57Q: 3 clusters Score -1.121489e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109978 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -11214888.000000 Penalty: 3785.033936
	Iteration 58Q: 3 clusters Score -1.121489e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110020 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -11214891.000000 Penalty: 3785.033936
	Iteration 59Q: 3 clusters Score -1.121489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110042 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -11214885.000000 Penalty: 3785.033936
	Iteration 60F: 3 clusters Score -1.121488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110066 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -11214876.000000 Penalty: 3785.033936
	Iteration 61Q: 3 clusters Score -1.121488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110088 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -11214878.000000 Penalty: 3785.033936
	Iteration 62Q: 3 clusters Score -1.121488e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -11214869.000000 Penalty: 3785.033936
	Iteration 63Q: 3 clusters Score -1.121487e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110138 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -11214879.000000 Penalty: 3785.033936
	Iteration 64Q: 3 clusters Score -1.121488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -11214884.000000 Penalty: 3785.033936
	Iteration 65Q: 3 clusters Score -1.121488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110165 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -11214887.000000 Penalty: 3785.033936
	Iteration 66Q: 3 clusters Score -1.121489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110178 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -11214891.000000 Penalty: 3785.033936
	Iteration 67Q: 3 clusters Score -1.121489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110198 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -11214885.000000 Penalty: 3785.033936
	Iteration 68Q: 3 clusters Score -1.121488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110217 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -11214868.000000 Penalty: 3785.033936
	Iteration 69Q: 3 clusters Score -1.121487e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110240 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -11214881.000000 Penalty: 3785.033936
	Iteration 70Q: 3 clusters Score -1.121488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110258 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -11214872.000000 Penalty: 3785.033936
	Iteration 71Q: 3 clusters Score -1.121487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110273 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -11214863.000000 Penalty: 3785.033936
	Iteration 72Q: 3 clusters Score -1.121486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110282 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -11214863.000000 Penalty: 3785.033936
	Iteration 73Q: 3 clusters Score -1.121486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110294 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -11214873.000000 Penalty: 3785.033936
	Iteration 74Q: 3 clusters Score -1.121487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110306 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -11214868.000000 Penalty: 3785.033936
	Iteration 75Q: 3 clusters Score -1.121487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110314 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -11214865.000000 Penalty: 3785.033936
	Iteration 76Q: 3 clusters Score -1.121486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110318 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -11214855.000000 Penalty: 3785.033936
	Iteration 77Q: 3 clusters Score -1.121486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110323 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -11214855.000000 Penalty: 3785.033936
	Iteration 78Q: 3 clusters Score -1.121486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -11214846.000000 Penalty: 3785.033936
	Iteration 79Q: 3 clusters Score -1.121485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110340 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -11214869.000000 Penalty: 3785.033936
	Iteration 80F: 3 clusters Score -1.121487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110343 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -11214863.000000 Penalty: 3785.033936
	Iteration 81Q: 3 clusters Score -1.121486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110346 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -11214858.000000 Penalty: 3785.033936
	Iteration 82Q: 3 clusters Score -1.121486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110347 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -11214864.000000 Penalty: 3785.033936
	Iteration 83Q: 3 clusters Score -1.121486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110349 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -11214860.000000 Penalty: 3785.033936
	Iteration 84Q: 3 clusters Score -1.121486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110351 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -11214858.000000 Penalty: 3785.033936
	Iteration 85Q: 3 clusters Score -1.121486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -11214861.000000 Penalty: 3785.033936
	Iteration 86Q: 3 clusters Score -1.121486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110358 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -11214865.000000 Penalty: 3785.033936
	Iteration 87Q: 3 clusters Score -1.121486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110363 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -11214866.000000 Penalty: 3785.033936
	Iteration 88Q: 3 clusters Score -1.121487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -11214864.000000 Penalty: 3785.033936
	Iteration 89Q: 3 clusters Score -1.121486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -11214855.000000 Penalty: 3785.033936
	Iteration 90Q: 3 clusters Score -1.121486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -11214855.000000 Penalty: 3785.033936
	Iteration 91F: 3 clusters Score -1.121486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 4 contains 11395 members 
Mstep: Class 5 contains 73714 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 9 contains 8902 members 
Mstep: Class 10 contains 23926 members 
Mstep: Class 11 contains 11900 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 124392 members 
Mstep: Class 16 contains 5273 members 
Mstep: Class 19 contains 87880 members 
Mstep: Class 21 contains 26494 members 
Mstep: Class 22 contains 114263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53829204.000000 Penalty: 43208.519531
Iteration 39Q: 21 clusters Score -5.38292e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 1933 members 
Mstep: Class 4 contains 11604 members 
Mstep: Class 5 contains 74835 members 
Mstep: Class 6 contains 3037 members 
Mstep: Class 7 contains 1669 members 
Mstep: Class 8 contains 9217 members 
Mstep: Class 9 contains 9080 members 
Mstep: Class 10 contains 23886 members 
Mstep: Class 11 contains 11926 members 
Mstep: Class 12 contains 9395 members 
Mstep: Class 13 contains 66630 members 
Mstep: Class 14 contains 2368 members 
Mstep: Class 15 contains 124296 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 1645 members 
Mstep: Class 19 contains 87996 members 
Mstep: Class 21 contains 26301 members 
Mstep: Class 22 contains 114194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53831216.000000 Penalty: 43208.519531
Iteration 40F: 21 clusters Score -5.383122e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2150 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 11658 members 
Mstep: Class 5 contains 75812 members 
Mstep: Class 6 contains 3236 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 9777 members 
Mstep: Class 9 contains 9150 members 
Mstep: Class 10 contains 23785 members 
Mstep: Class 11 contains 11857 members 
Mstep: Class 12 contains 9324 members 
Mstep: Class 13 contains 66265 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 123812 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 19 contains 87713 members 
Mstep: Class 21 contains 26078 members 
Mstep: Class 22 contains 113798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53832412.000000 Penalty: 43208.519531
Iteration 41Q: 21 clusters Score -5.383241e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2020 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 11674 members 
Mstep: Class 5 contains 76844 members 
Mstep: Class 6 contains 3371 members 
Mstep: Class 7 contains 1787 members 
Mstep: Class 8 contains 10163 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 23686 members 
Mstep: Class 11 contains 11837 members 
Mstep: Class 12 contains 9278 members 
Mstep: Class 13 contains 65983 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 123308 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 19 contains 87496 members 
Mstep: Class 21 contains 25822 members 
Mstep: Class 22 contains 113591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53832636.000000 Penalty: 43208.519531
Iteration 42Q: 21 clusters Score -5.383264e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1906 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 11687 members 
Mstep: Class 5 contains 77880 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 10405 members 
Mstep: Class 9 contains 9228 members 
Mstep: Class 10 contains 23613 members 
Mstep: Class 11 contains 11824 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 65732 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 122783 members 
Mstep: Class 16 contains 5666 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 19 contains 87350 members 
Mstep: Class 21 contains 25596 members 
Mstep: Class 22 contains 113452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53832948.000000 Penalty: 43208.519531
Iteration 43Q: 21 clusters Score -5.383295e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 11689 members 
Mstep: Class 5 contains 78927 members 
Mstep: Class 6 contains 3533 members 
Mstep: Class 7 contains 1831 members 
Mstep: Class 8 contains 10570 members 
Mstep: Class 9 contains 9258 members 
Mstep: Class 10 contains 23539 members 
Mstep: Class 11 contains 11816 members 
Mstep: Class 12 contains 9206 members 
Mstep: Class 13 contains 65507 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 122257 members 
Mstep: Class 16 contains 5704 members 
Mstep: Class 17 contains 1471 members 
Mstep: Class 19 contains 87239 members 
Mstep: Class 21 contains 25387 members 
Mstep: Class 22 contains 113371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2113.333740 but Gain 2160.425781
Score: -53833252.000000 Penalty: 41048.093750
Iteration 44Q: 20 clusters Score -5.383325e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 11690 members 
Mstep: Class 5 contains 81112 members 
Mstep: Class 6 contains 3569 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 10715 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 23686 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 9181 members 
Mstep: Class 13 contains 65353 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 121866 members 
Mstep: Class 16 contains 5735 members 
Mstep: Class 17 contains 1466 members 
Mstep: Class 19 contains 87186 members 
Mstep: Class 21 contains 25226 members 
Mstep: Class 22 contains 113329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835276.000000 Penalty: 41048.093750
Iteration 45Q: 20 clusters Score -5.383528e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 3 contains 2121 members 
Mstep: Class 4 contains 11690 members 
Mstep: Class 5 contains 82505 members 
Mstep: Class 6 contains 3600 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 10802 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 10 contains 23570 members 
Mstep: Class 11 contains 11814 members 
Mstep: Class 12 contains 9170 members 
Mstep: Class 13 contains 65198 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 120905 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 19 contains 87107 members 
Mstep: Class 21 contains 25051 members 
Mstep: Class 22 contains 113291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835416.000000 Penalty: 41048.093750
Iteration 46Q: 20 clusters Score -5.383542e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 3 contains 2125 members 
Mstep: Class 4 contains 11693 members 
Mstep: Class 5 contains 83936 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 10866 members 
Mstep: Class 9 contains 9311 members 
Mstep: Class 10 contains 23463 members 
Mstep: Class 11 contains 11815 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 65035 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 119834 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 1469 members 
Mstep: Class 19 contains 87074 members 
Mstep: Class 21 contains 24885 members 
Mstep: Class 22 contains 113263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835812.000000 Penalty: 41048.093750
Iteration 47Q: 20 clusters Score -5.383581e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 11693 members 
Mstep: Class 5 contains 85303 members 
Mstep: Class 6 contains 3657 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 10921 members 
Mstep: Class 9 contains 9326 members 
Mstep: Class 10 contains 23381 members 
Mstep: Class 11 contains 11820 members 
Mstep: Class 12 contains 9146 members 
Mstep: Class 13 contains 64888 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 118778 members 
Mstep: Class 16 contains 5784 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 19 contains 87041 members 
Mstep: Class 21 contains 24756 members 
Mstep: Class 22 contains 113234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53836004.000000 Penalty: 41048.093750
Iteration 48Q: 20 clusters Score -5.3836e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 11693 members 
Mstep: Class 5 contains 86652 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 10961 members 
Mstep: Class 9 contains 9350 members 
Mstep: Class 10 contains 23318 members 
Mstep: Class 11 contains 11836 members 
Mstep: Class 12 contains 9130 members 
Mstep: Class 13 contains 64739 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 117705 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 19 contains 87030 members 
Mstep: Class 21 contains 24636 members 
Mstep: Class 22 contains 113199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53836192.000000 Penalty: 41048.093750
Iteration 49Q: 20 clusters Score -5.383619e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 11697 members 
Mstep: Class 5 contains 88096 members 
Mstep: Class 6 contains 3714 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 11005 members 
Mstep: Class 9 contains 9374 members 
Mstep: Class 10 contains 23256 members 
Mstep: Class 11 contains 11849 members 
Mstep: Class 12 contains 9122 members 
Mstep: Class 13 contains 64594 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 116499 members 
Mstep: Class 16 contains 5796 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 19 contains 87026 members 
Mstep: Class 21 contains 24532 members 
Mstep: Class 22 contains 113169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53836276.000000 Penalty: 41048.093750
Iteration 50Q: 20 clusters Score -5.383628e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 11696 members 
Mstep: Class 5 contains 89569 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 11028 members 
Mstep: Class 9 contains 9397 members 
Mstep: Class 10 contains 23185 members 
Mstep: Class 11 contains 11855 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 13 contains 64463 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 115317 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 19 contains 87024 members 
Mstep: Class 21 contains 24403 members 
Mstep: Class 22 contains 113139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53836544.000000 Penalty: 41048.093750
Iteration 51Q: 20 clusters Score -5.383654e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 11697 members 
Mstep: Class 5 contains 91022 members 
Mstep: Class 6 contains 3755 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 11039 members 
Mstep: Class 9 contains 9416 members 
Mstep: Class 10 contains 23126 members 
Mstep: Class 11 contains 11857 members 
Mstep: Class 12 contains 9103 members 
Mstep: Class 13 contains 64324 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 114137 members 
Mstep: Class 16 contains 5808 members 
Mstep: Class 17 contains 1462 members 
Mstep: Class 19 contains 87027 members 
Mstep: Class 21 contains 24298 members 
Mstep: Class 22 contains 113116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53836764.000000 Penalty: 41048.093750
Iteration 52Q: 20 clusters Score -5.383676e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 11694 members 
Mstep: Class 5 contains 92435 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 11047 members 
Mstep: Class 9 contains 9431 members 
Mstep: Class 10 contains 23075 members 
Mstep: Class 11 contains 11863 members 
Mstep: Class 12 contains 9091 members 
Mstep: Class 13 contains 64215 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 112934 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 1462 members 
Mstep: Class 19 contains 87037 members 
Mstep: Class 21 contains 24219 members 
Mstep: Class 22 contains 113097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53836964.000000 Penalty: 41048.093750
Iteration 53Q: 20 clusters Score -5.383696e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 11691 members 
Mstep: Class 5 contains 93870 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 11063 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 23007 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 9090 members 
Mstep: Class 13 contains 64143 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 111678 members 
Mstep: Class 16 contains 5822 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 19 contains 87041 members 
Mstep: Class 21 contains 24140 members 
Mstep: Class 22 contains 113085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53837052.000000 Penalty: 41048.093750
Iteration 54Q: 20 clusters Score -5.383705e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 11689 members 
Mstep: Class 5 contains 95241 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 9461 members 
Mstep: Class 10 contains 22956 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 9082 members 
Mstep: Class 13 contains 64085 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 110459 members 
Mstep: Class 16 contains 5821 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 19 contains 87050 members 
Mstep: Class 21 contains 24067 members 
Mstep: Class 22 contains 113069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53837228.000000 Penalty: 41048.093750
Iteration 55Q: 20 clusters Score -5.383723e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 11683 members 
Mstep: Class 5 contains 96602 members 
Mstep: Class 6 contains 3799 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 11112 members 
Mstep: Class 9 contains 9472 members 
Mstep: Class 10 contains 22897 members 
Mstep: Class 11 contains 11857 members 
Mstep: Class 12 contains 9076 members 
Mstep: Class 13 contains 64026 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 109211 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 19 contains 87060 members 
Mstep: Class 21 contains 24033 members 
Mstep: Class 22 contains 113065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53837340.000000 Penalty: 41048.093750
Iteration 56Q: 20 clusters Score -5.383734e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 11683 members 
Mstep: Class 5 contains 97945 members 
Mstep: Class 6 contains 3803 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 9483 members 
Mstep: Class 10 contains 22851 members 
Mstep: Class 11 contains 11853 members 
Mstep: Class 12 contains 9072 members 
Mstep: Class 13 contains 63968 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 107944 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 19 contains 87069 members 
Mstep: Class 21 contains 24013 members 
Mstep: Class 22 contains 113060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53837536.000000 Penalty: 41048.093750
Iteration 57Q: 20 clusters Score -5.383754e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 11678 members 
Mstep: Class 5 contains 99295 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 1863 members 
Mstep: Class 8 contains 11181 members 
Mstep: Class 9 contains 9491 members 
Mstep: Class 10 contains 22811 members 
Mstep: Class 11 contains 11843 members 
Mstep: Class 12 contains 9065 members 
Mstep: Class 13 contains 63913 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 106649 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 19 contains 87075 members 
Mstep: Class 21 contains 24015 members 
Mstep: Class 22 contains 113061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53837856.000000 Penalty: 41048.093750
Iteration 58Q: 20 clusters Score -5.383786e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 11675 members 
Mstep: Class 5 contains 100606 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 11203 members 
Mstep: Class 9 contains 9503 members 
Mstep: Class 10 contains 22756 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 9059 members 
Mstep: Class 13 contains 63852 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 105437 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 19 contains 87077 members 
Mstep: Class 21 contains 23999 members 
Mstep: Class 22 contains 113064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53838012.000000 Penalty: 41048.093750
Iteration 59Q: 20 clusters Score -5.383801e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 11667 members 
Mstep: Class 5 contains 101862 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 11219 members 
Mstep: Class 9 contains 9514 members 
Mstep: Class 10 contains 22715 members 
Mstep: Class 11 contains 11847 members 
Mstep: Class 12 contains 9053 members 
Mstep: Class 13 contains 63827 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 104217 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 19 contains 87076 members 
Mstep: Class 21 contains 24011 members 
Mstep: Class 22 contains 113062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53838288.000000 Penalty: 41048.093750
Iteration 60F: 20 clusters Score -5.383829e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 103131 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 1861 members 
Mstep: Class 8 contains 11212 members 
Mstep: Class 9 contains 9523 members 
Mstep: Class 10 contains 22661 members 
Mstep: Class 11 contains 11854 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 63788 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 102995 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 19 contains 87088 members 
Mstep: Class 21 contains 24038 members 
Mstep: Class 22 contains 113062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53838476.000000 Penalty: 41048.093750
Iteration 61Q: 20 clusters Score -5.383848e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 104371 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 11222 members 
Mstep: Class 9 contains 9533 members 
Mstep: Class 10 contains 22605 members 
Mstep: Class 11 contains 11855 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 63750 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 101758 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 19 contains 87099 members 
Mstep: Class 21 contains 24094 members 
Mstep: Class 22 contains 113056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53838632.000000 Penalty: 41048.093750
Iteration 62Q: 20 clusters Score -5.383863e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 11667 members 
Mstep: Class 5 contains 105554 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 11232 members 
Mstep: Class 9 contains 9542 members 
Mstep: Class 10 contains 22554 members 
Mstep: Class 11 contains 11861 members 
Mstep: Class 12 contains 9040 members 
Mstep: Class 13 contains 63731 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 100536 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 19 contains 87103 members 
Mstep: Class 21 contains 24176 members 
Mstep: Class 22 contains 113058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53838772.000000 Penalty: 41048.093750
Iteration 63Q: 20 clusters Score -5.383877e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 11665 members 
Mstep: Class 5 contains 106720 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 8 contains 11241 members 
Mstep: Class 9 contains 9550 members 
Mstep: Class 10 contains 22499 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 9035 members 
Mstep: Class 13 contains 63687 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 99381 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 19 contains 87112 members 
Mstep: Class 21 contains 24245 members 
Mstep: Class 22 contains 113055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53838968.000000 Penalty: 41048.093750
Iteration 64Q: 20 clusters Score -5.383897e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 11666 members 
Mstep: Class 5 contains 107888 members 
Mstep: Class 6 contains 3804 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 8 contains 11255 members 
Mstep: Class 9 contains 9556 members 
Mstep: Class 10 contains 22437 members 
Mstep: Class 11 contains 11857 members 
Mstep: Class 12 contains 9034 members 
Mstep: Class 13 contains 63656 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 98194 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 1462 members 
Mstep: Class 19 contains 87124 members 
Mstep: Class 21 contains 24332 members 
Mstep: Class 22 contains 113056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53839016.000000 Penalty: 41048.093750
Iteration 65Q: 20 clusters Score -5.383902e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 11661 members 
Mstep: Class 5 contains 109052 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 11274 members 
Mstep: Class 9 contains 9562 members 
Mstep: Class 10 contains 22382 members 
Mstep: Class 11 contains 11858 members 
Mstep: Class 12 contains 9028 members 
Mstep: Class 13 contains 63631 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 96991 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 19 contains 87124 members 
Mstep: Class 21 contains 24423 members 
Mstep: Class 22 contains 113060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53839212.000000 Penalty: 41048.093750
Iteration 66Q: 20 clusters Score -5.383921e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 11658 members 
Mstep: Class 5 contains 110254 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 11291 members 
Mstep: Class 9 contains 9570 members 
Mstep: Class 10 contains 22326 members 
Mstep: Class 11 contains 11865 members 
Mstep: Class 12 contains 9019 members 
Mstep: Class 13 contains 63597 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 95761 members 
Mstep: Class 16 contains 5844 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 19 contains 87127 members 
Mstep: Class 21 contains 24511 members 
Mstep: Class 22 contains 113058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53839344.000000 Penalty: 41048.093750
Iteration 67Q: 20 clusters Score -5.383934e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 11658 members 
Mstep: Class 5 contains 111388 members 
Mstep: Class 6 contains 3812 members 
Mstep: Class 7 contains 1868 members 
Mstep: Class 8 contains 11299 members 
Mstep: Class 9 contains 9577 members 
Mstep: Class 10 contains 22269 members 
Mstep: Class 11 contains 11869 members 
Mstep: Class 12 contains 9012 members 
Mstep: Class 13 contains 63565 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 94602 members 
Mstep: Class 16 contains 5844 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 19 contains 87142 members 
Mstep: Class 21 contains 24594 members 
Mstep: Class 22 contains 113056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53839676.000000 Penalty: 41048.093750
Iteration 68Q: 20 clusters Score -5.383968e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 11657 members 
Mstep: Class 5 contains 112518 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 11310 members 
Mstep: Class 9 contains 9584 members 
Mstep: Class 10 contains 22210 members 
Mstep: Class 11 contains 11870 members 
Mstep: Class 12 contains 9009 members 
Mstep: Class 13 contains 63536 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 93454 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 19 contains 87143 members 
Mstep: Class 21 contains 24679 members 
Mstep: Class 22 contains 113056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53839736.000000 Penalty: 41048.093750
Iteration 69Q: 20 clusters Score -5.383974e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 11652 members 
Mstep: Class 5 contains 113620 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 11330 members 
Mstep: Class 9 contains 9588 members 
Mstep: Class 10 contains 22143 members 
Mstep: Class 11 contains 11886 members 
Mstep: Class 12 contains 9005 members 
Mstep: Class 13 contains 63527 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 92329 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 19 contains 87144 members 
Mstep: Class 21 contains 24747 members 
Mstep: Class 22 contains 113057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53839896.000000 Penalty: 41048.093750
Iteration 70Q: 20 clusters Score -5.38399e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 11655 members 
Mstep: Class 5 contains 114678 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 9596 members 
Mstep: Class 10 contains 22089 members 
Mstep: Class 11 contains 11892 members 
Mstep: Class 12 contains 9005 members 
Mstep: Class 13 contains 63515 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 91212 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 19 contains 87162 members 
Mstep: Class 21 contains 24830 members 
Mstep: Class 22 contains 113062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53839980.000000 Penalty: 41048.093750
Iteration 71Q: 20 clusters Score -5.383998e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 11652 members 
Mstep: Class 5 contains 115704 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 11331 members 
Mstep: Class 9 contains 9604 members 
Mstep: Class 10 contains 22032 members 
Mstep: Class 11 contains 11906 members 
Mstep: Class 12 contains 8998 members 
Mstep: Class 13 contains 63507 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 90125 members 
Mstep: Class 16 contains 5834 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 19 contains 87191 members 
Mstep: Class 21 contains 24916 members 
Mstep: Class 22 contains 113063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53840308.000000 Penalty: 41048.093750
Iteration 72Q: 20 clusters Score -5.384031e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 11648 members 
Mstep: Class 5 contains 116740 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 11336 members 
Mstep: Class 9 contains 9611 members 
Mstep: Class 10 contains 21974 members 
Mstep: Class 11 contains 11925 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 63512 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 89008 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 1466 members 
Mstep: Class 19 contains 87197 members 
Mstep: Class 21 contains 25020 members 
Mstep: Class 22 contains 113065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53840312.000000 Penalty: 41048.093750
Iteration 73Q: 20 clusters Score -5.384031e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 3 contains 2142 members 
Mstep: Class 4 contains 11647 members 
Mstep: Class 5 contains 117737 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 11348 members 
Mstep: Class 9 contains 9619 members 
Mstep: Class 10 contains 21913 members 
Mstep: Class 11 contains 11940 members 
Mstep: Class 12 contains 8991 members 
Mstep: Class 13 contains 63497 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 87952 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 19 contains 87204 members 
Mstep: Class 21 contains 25115 members 
Mstep: Class 22 contains 113067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53840360.000000 Penalty: 41048.093750
Iteration 74Q: 20 clusters Score -5.384036e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 3 contains 2143 members 
Mstep: Class 4 contains 11643 members 
Mstep: Class 5 contains 118719 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 11363 members 
Mstep: Class 9 contains 9628 members 
Mstep: Class 10 contains 21860 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 8986 members 
Mstep: Class 13 contains 63490 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 86922 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 1466 members 
Mstep: Class 19 contains 87213 members 
Mstep: Class 21 contains 25181 members 
Mstep: Class 22 contains 113068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53840520.000000 Penalty: 41048.093750
Iteration 75Q: 20 clusters Score -5.384052e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 11640 members 
Mstep: Class 5 contains 119685 members 
Mstep: Class 6 contains 3818 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 11386 members 
Mstep: Class 9 contains 9632 members 
Mstep: Class 10 contains 21800 members 
Mstep: Class 11 contains 11968 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 63515 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 85846 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 1466 members 
Mstep: Class 19 contains 87227 members 
Mstep: Class 21 contains 25274 members 
Mstep: Class 22 contains 113066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53840672.000000 Penalty: 41048.093750
Iteration 76Q: 20 clusters Score -5.384067e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 3 contains 2143 members 
Mstep: Class 4 contains 11637 members 
Mstep: Class 5 contains 120640 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 11408 members 
Mstep: Class 9 contains 9636 members 
Mstep: Class 10 contains 21736 members 
Mstep: Class 11 contains 11987 members 
Mstep: Class 12 contains 8973 members 
Mstep: Class 13 contains 63554 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 84774 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 19 contains 87235 members 
Mstep: Class 21 contains 25369 members 
Mstep: Class 22 contains 113068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53840780.000000 Penalty: 41048.093750
Iteration 77Q: 20 clusters Score -5.384078e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 3 contains 2143 members 
Mstep: Class 4 contains 11638 members 
Mstep: Class 5 contains 121563 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 11414 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 21658 members 
Mstep: Class 11 contains 12011 members 
Mstep: Class 12 contains 8965 members 
Mstep: Class 13 contains 63564 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 83789 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 19 contains 87244 members 
Mstep: Class 21 contains 25466 members 
Mstep: Class 22 contains 113066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53840836.000000 Penalty: 41048.093750
Iteration 78Q: 20 clusters Score -5.384084e+07 nChanged 1303
Entering ConstructFrom: 
Score: -53840836.000000 Penalty: 41048.093750
Entering ConstructFrom: 
Trying to split cluster 1 (6649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Entering Unmasked Estep 
Score: -658066.375000 Penalty: 1430.360962
	Iteration 0F: 2 clusters Score -658066.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -653042.000000 Penalty: 2860.721924
	Iteration 0F: 3 clusters Score -653042 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -654413.687500 Penalty: 2860.721924
	Iteration 1F: 3 clusters Score -654413.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -654608.625000 Penalty: 2860.721924
	Iteration 2F: 3 clusters Score -654608.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -654747.500000 Penalty: 2860.721924
	Iteration 3F: 3 clusters Score -654747.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -654862.625000 Penalty: 2860.721924
	Iteration 4Q: 3 clusters Score -654862.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -654967.687500 Penalty: 2860.721924
	Iteration 5Q: 3 clusters Score -654967.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -655081.750000 Penalty: 2860.721924
	Iteration 6Q: 3 clusters Score -655081.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -655196.375000 Penalty: 2860.721924
	Iteration 7Q: 3 clusters Score -655196.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -655332.750000 Penalty: 2860.721924
	Iteration 8Q: 3 clusters Score -655332.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -655504.625000 Penalty: 2860.721924
	Iteration 9Q: 3 clusters Score -655504.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -655731.250000 Penalty: 2860.721924
	Iteration 10Q: 3 clusters Score -655731.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -655982.125000 Penalty: 2860.721924
	Iteration 11Q: 3 clusters Score -655982.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -656234.125000 Penalty: 2860.721924
	Iteration 12Q: 3 clusters Score -656234.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -656416.312500 Penalty: 2860.721924
	Iteration 13Q: 3 clusters Score -656416.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -656537.312500 Penalty: 2860.721924
	Iteration 14Q: 3 clusters Score -656537.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -656626.562500 Penalty: 2860.721924
	Iteration 15Q: 3 clusters Score -656626.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -656693.312500 Penalty: 2860.721924
	Iteration 16Q: 3 clusters Score -656693.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -656736.500000 Penalty: 2860.721924
	Iteration 17Q: 3 clusters Score -656736.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -656758.250000 Penalty: 2860.721924
	Iteration 18Q: 3 clusters Score -656758.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -656780.812500 Penalty: 2860.721924
	Iteration 19Q: 3 clusters Score -656780.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -656803.937500 Penalty: 2860.721924
	Iteration 20F: 3 clusters Score -656803.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -656819.625000 Penalty: 2860.721924
	Iteration 21Q: 3 clusters Score -656819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -656828.500000 Penalty: 2860.721924
	Iteration 22Q: 3 clusters Score -656828.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -656833.562500 Penalty: 2860.721924
	Iteration 23Q: 3 clusters Score -656833.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -656840.062500 Penalty: 2860.721924
	Iteration 24Q: 3 clusters Score -656840.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -656844.562500 Penalty: 2860.721924
	Iteration 25Q: 3 clusters Score -656844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -656851.625000 Penalty: 2860.721924
	Iteration 26Q: 3 clusters Score -656851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -656853.187500 Penalty: 2860.721924
	Iteration 27Q: 3 clusters Score -656853.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -656853.187500 Penalty: 2860.721924
	Iteration 28F: 3 clusters Score -656853.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -198133.453125 Penalty: 1246.444702
	Iteration 0F: 2 clusters Score -198133.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -195937.875000 Penalty: 2492.889404
	Iteration 0F: 3 clusters Score -195937.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -196422.703125 Penalty: 2492.889404
	Iteration 1F: 3 clusters Score -196422.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -196567.312500 Penalty: 2492.889404
	Iteration 2F: 3 clusters Score -196567.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -196661.671875 Penalty: 2492.889404
	Iteration 3F: 3 clusters Score -196661.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -196779.640625 Penalty: 2492.889404
	Iteration 4F: 3 clusters Score -196779.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -196902.250000 Penalty: 2492.889404
	Iteration 5F: 3 clusters Score -196902.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -197026.531250 Penalty: 2492.889404
	Iteration 6F: 3 clusters Score -197026.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -197168.828125 Penalty: 2492.889404
	Iteration 7Q: 3 clusters Score -197168.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -197323.375000 Penalty: 2492.889404
	Iteration 8F: 3 clusters Score -197323.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -197479.359375 Penalty: 2492.889404
	Iteration 9F: 3 clusters Score -197479.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -197581.031250 Penalty: 2492.889404
	Iteration 10Q: 3 clusters Score -197581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -197638.437500 Penalty: 2492.889404
	Iteration 11Q: 3 clusters Score -197638.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -197659.343750 Penalty: 2492.889404
	Iteration 12Q: 3 clusters Score -197659.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -197673.687500 Penalty: 2492.889404
	Iteration 13Q: 3 clusters Score -197673.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -197679.171875 Penalty: 2492.889404
	Iteration 14Q: 3 clusters Score -197679.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -197683.156250 Penalty: 2492.889404
	Iteration 15Q: 3 clusters Score -197683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -197687.062500 Penalty: 2492.889404
	Iteration 16Q: 3 clusters Score -197687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -197687.343750 Penalty: 2492.889404
	Iteration 17Q: 3 clusters Score -197687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -197687.531250 Penalty: 2492.889404
	Iteration 18Q: 3 clusters Score -197687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -197687.531250 Penalty: 2492.889404
	Iteration 19F: 3 clusters Score -197687.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Entering Unmasked Estep 
Score: -1118399.625000 Penalty: 1521.274048
	Iteration 0F: 2 clusters Score -1118400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1110230.375000 Penalty: 3042.548096
	Iteration 0F: 3 clusters Score -1110230 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1112924.125000 Penalty: 3042.548096
	Iteration 1F: 3 clusters Score -1112924 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1113136.625000 Penalty: 3042.548096
	Iteration 2F: 3 clusters Score -1113137 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1113359.375000 Penalty: 3042.548096
	Iteration 3Q: 3 clusters Score -1113359 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1113617.500000 Penalty: 3042.548096
	Iteration 4Q: 3 clusters Score -1113618 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1113974.875000 Penalty: 3042.548096
	Iteration 5Q: 3 clusters Score -1113975 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1114369.250000 Penalty: 3042.548096
	Iteration 6F: 3 clusters Score -1114369 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1114777.500000 Penalty: 3042.548096
	Iteration 7F: 3 clusters Score -1114778 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1115154.000000 Penalty: 3042.548096
	Iteration 8F: 3 clusters Score -1115154 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1115498.500000 Penalty: 3042.548096
	Iteration 9F: 3 clusters Score -1115498 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1115814.750000 Penalty: 3042.548096
	Iteration 10Q: 3 clusters Score -1115815 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1116082.125000 Penalty: 3042.548096
	Iteration 11Q: 3 clusters Score -1116082 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1116350.125000 Penalty: 3042.548096
	Iteration 12Q: 3 clusters Score -1116350 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1116607.500000 Penalty: 3042.548096
	Iteration 13Q: 3 clusters Score -1116608 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1116843.250000 Penalty: 3042.548096
	Iteration 14Q: 3 clusters Score -1116843 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1117052.875000 Penalty: 3042.548096
	Iteration 15Q: 3 clusters Score -1117053 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1117224.375000 Penalty: 3042.548096
	Iteration 16Q: 3 clusters Score -1117224 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1117356.125000 Penalty: 3042.548096
	Iteration 17Q: 3 clusters Score -1117356 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1117467.375000 Penalty: 3042.548096
	Iteration 18Q: 3 clusters Score -1117467 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1117538.000000 Penalty: 3042.548096
	Iteration 19Q: 3 clusters Score -1117538 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1117597.375000 Penalty: 3042.548096
	Iteration 20F: 3 clusters Score -1117597 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1117634.125000 Penalty: 3042.548096
	Iteration 21Q: 3 clusters Score -1117634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1117661.375000 Penalty: 3042.548096
	Iteration 22Q: 3 clusters Score -1117661 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1117686.500000 Penalty: 3042.548096
	Iteration 23Q: 3 clusters Score -1117686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1117705.250000 Penalty: 3042.548096
	Iteration 24Q: 3 clusters Score -1117705 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1117717.625000 Penalty: 3042.548096
	Iteration 25Q: 3 clusters Score -1117718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1117731.750000 Penalty: 3042.548096
	Iteration 26Q: 3 clusters Score -1117732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1117737.000000 Penalty: 3042.548096
	Iteration 27Q: 3 clusters Score -1117737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1117743.750000 Penalty: 3042.548096
	Iteration 28Q: 3 clusters Score -1117744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1117748.500000 Penalty: 3042.548096
	Iteration 29Q: 3 clusters Score -1117748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1117751.875000 Penalty: 3042.548096
	Iteration 30Q: 3 clusters Score -1117752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1117755.875000 Penalty: 3042.548096
	Iteration 31Q: 3 clusters Score -1117756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1117757.750000 Penalty: 3042.548096
	Iteration 32Q: 3 clusters Score -1117758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1117758.625000 Penalty: 3042.548096
	Iteration 33Q: 3 clusters Score -1117759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1117758.500000 Penalty: 3042.548096
	Iteration 34Q: 3 clusters Score -1117758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1117760.375000 Penalty: 3042.548096
	Iteration 35Q: 3 clusters Score -1117760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1117762.625000 Penalty: 3042.548096
	Iteration 36Q: 3 clusters Score -1117763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1117763.375000 Penalty: 3042.548096
	Iteration 37Q: 3 clusters Score -1117763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1117762.875000 Penalty: 3042.548096
	Iteration 38Q: 3 clusters Score -1117763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1117763.625000 Penalty: 3042.548096
	Iteration 39Q: 3 clusters Score -1117764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1117766.000000 Penalty: 3042.548096
	Iteration 40F: 3 clusters Score -1117766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1117767.625000 Penalty: 3042.548096
	Iteration 41Q: 3 clusters Score -1117768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1117771.000000 Penalty: 3042.548096
	Iteration 42Q: 3 clusters Score -1117771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1117776.000000 Penalty: 3042.548096
	Iteration 43Q: 3 clusters Score -1117776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1117777.500000 Penalty: 3042.548096
	Iteration 44Q: 3 clusters Score -1117778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1117778.000000 Penalty: 3042.548096
	Iteration 45Q: 3 clusters Score -1117778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1117777.750000 Penalty: 3042.548096
	Iteration 46Q: 3 clusters Score -1117778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1117779.750000 Penalty: 3042.548096
	Iteration 47Q: 3 clusters Score -1117780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1117778.500000 Penalty: 3042.548096
	Iteration 48Q: 3 clusters Score -1117778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1117778.500000 Penalty: 3042.548096
	Iteration 49F: 3 clusters Score -1117778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122464 members 
Entering Unmasked Estep 
Score: -11295307.000000 Penalty: 1903.780518
	Iteration 0F: 2 clusters Score -1.129531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -11213046.000000 Penalty: 3807.561035
	Iteration 0F: 3 clusters Score -1.121305e+07 nChanged 58753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -11247462.000000 Penalty: 3807.561035
	Iteration 1F: 3 clusters Score -1.124746e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 61839 members 
Entering Unmasked Estep 
Score: -11248387.000000 Penalty: 3807.561035
	Iteration 2Q: 3 clusters Score -1.124839e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -11249520.000000 Penalty: 3807.561035
	Iteration 3Q: 3 clusters Score -1.124952e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 63610 members 
Entering Unmasked Estep 
Score: -11251136.000000 Penalty: 3807.561035
	Iteration 4Q: 3 clusters Score -1.125114e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 65217 members 
Entering Unmasked Estep 
Score: -11253257.000000 Penalty: 3807.561035
	Iteration 5Q: 3 clusters Score -1.125326e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -11256173.000000 Penalty: 3807.561035
	Iteration 6F: 3 clusters Score -1.125617e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 70429 members 
Entering Unmasked Estep 
Score: -11259611.000000 Penalty: 3807.561035
	Iteration 7F: 3 clusters Score -1.125961e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
Score: -11263597.000000 Penalty: 3807.561035
	Iteration 8F: 3 clusters Score -1.12636e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -11267861.000000 Penalty: 3807.561035
	Iteration 9F: 3 clusters Score -1.126786e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -11272492.000000 Penalty: 3807.561035
	Iteration 10F: 3 clusters Score -1.127249e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -11276365.000000 Penalty: 3807.561035
	Iteration 11Q: 3 clusters Score -1.127636e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -11278928.000000 Penalty: 3807.561035
	Iteration 12Q: 3 clusters Score -1.127893e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -11280440.000000 Penalty: 3807.561035
	Iteration 13Q: 3 clusters Score -1.128044e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 90766 members 
Entering Unmasked Estep 
Score: -11281360.000000 Penalty: 3807.561035
	Iteration 14Q: 3 clusters Score -1.128136e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -11282174.000000 Penalty: 3807.561035
	Iteration 15Q: 3 clusters Score -1.128217e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
Score: -11282894.000000 Penalty: 3807.561035
	Iteration 16Q: 3 clusters Score -1.128289e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 96178 members 
Entering Unmasked Estep 
Score: -11283609.000000 Penalty: 3807.561035
	Iteration 17Q: 3 clusters Score -1.128361e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -11284192.000000 Penalty: 3807.561035
	Iteration 18Q: 3 clusters Score -1.128419e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -11284743.000000 Penalty: 3807.561035
	Iteration 19Q: 3 clusters Score -1.128474e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 101063 members 
Entering Unmasked Estep 
Score: -11285345.000000 Penalty: 3807.561035
	Iteration 20F: 3 clusters Score -1.128534e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 102563 members 
Entering Unmasked Estep 
Score: -11285823.000000 Penalty: 3807.561035
	Iteration 21Q: 3 clusters Score -1.128582e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 104066 members 
Entering Unmasked Estep 
Score: -11286316.000000 Penalty: 3807.561035
	Iteration 22Q: 3 clusters Score -1.128632e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 105554 members 
Entering Unmasked Estep 
Score: -11286908.000000 Penalty: 3807.561035
	Iteration 23Q: 3 clusters Score -1.128691e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 107011 members 
Entering Unmasked Estep 
Score: -11287397.000000 Penalty: 3807.561035
	Iteration 24Q: 3 clusters Score -1.12874e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 108437 members 
Entering Unmasked Estep 
Score: -11287929.000000 Penalty: 3807.561035
	Iteration 25Q: 3 clusters Score -1.128793e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 109846 members 
Entering Unmasked Estep 
Score: -11288464.000000 Penalty: 3807.561035
	Iteration 26Q: 3 clusters Score -1.128846e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 111184 members 
Entering Unmasked Estep 
Score: -11288981.000000 Penalty: 3807.561035
	Iteration 27Q: 3 clusters Score -1.128898e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 112489 members 
Entering Unmasked Estep 
Score: -11289523.000000 Penalty: 3807.561035
	Iteration 28Q: 3 clusters Score -1.128952e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 113665 members 
Entering Unmasked Estep 
Score: -11289972.000000 Penalty: 3807.561035
	Iteration 29Q: 3 clusters Score -1.128997e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -11290508.000000 Penalty: 3807.561035
	Iteration 30Q: 3 clusters Score -1.129051e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 115763 members 
Entering Unmasked Estep 
Score: -11290910.000000 Penalty: 3807.561035
	Iteration 31Q: 3 clusters Score -1.129091e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -11291295.000000 Penalty: 3807.561035
	Iteration 32Q: 3 clusters Score -1.12913e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 117434 members 
Entering Unmasked Estep 
Score: -11291683.000000 Penalty: 3807.561035
	Iteration 33Q: 3 clusters Score -1.129168e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 118145 members 
Entering Unmasked Estep 
Score: -11292007.000000 Penalty: 3807.561035
	Iteration 34Q: 3 clusters Score -1.129201e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 118779 members 
Entering Unmasked Estep 
Score: -11292296.000000 Penalty: 3807.561035
	Iteration 35Q: 3 clusters Score -1.12923e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -11292522.000000 Penalty: 3807.561035
	Iteration 36Q: 3 clusters Score -1.129252e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 119798 members 
Entering Unmasked Estep 
Score: -11292732.000000 Penalty: 3807.561035
	Iteration 37Q: 3 clusters Score -1.129273e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 120160 members 
Entering Unmasked Estep 
Score: -11292950.000000 Penalty: 3807.561035
	Iteration 38Q: 3 clusters Score -1.129295e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 120442 members 
Entering Unmasked Estep 
Score: -11293042.000000 Penalty: 3807.561035
	Iteration 39Q: 3 clusters Score -1.129304e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 120659 members 
Entering Unmasked Estep 
Score: -11293134.000000 Penalty: 3807.561035
	Iteration 40F: 3 clusters Score -1.129313e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 120851 members 
Entering Unmasked Estep 
Score: -11293232.000000 Penalty: 3807.561035
	Iteration 41Q: 3 clusters Score -1.129323e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 121022 members 
Entering Unmasked Estep 
Score: -11293336.000000 Penalty: 3807.561035
	Iteration 42Q: 3 clusters Score -1.129334e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 121146 members 
Entering Unmasked Estep 
Score: -11293392.000000 Penalty: 3807.561035
	Iteration 43Q: 3 clusters Score -1.129339e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 121247 members 
Entering Unmasked Estep 
Score: -11293445.000000 Penalty: 3807.561035
	Iteration 44Q: 3 clusters Score -1.129344e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
Score: -11293480.000000 Penalty: 3807.561035
	Iteration 45Q: 3 clusters Score -1.129348e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 121412 members 
Entering Unmasked Estep 
Score: -11293512.000000 Penalty: 3807.561035
	Iteration 46Q: 3 clusters Score -1.129351e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 121484 members 
Entering Unmasked Estep 
Score: -11293547.000000 Penalty: 3807.561035
	Iteration 47Q: 3 clusters Score -1.129355e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 121551 members 
Entering Unmasked Estep 
Score: -11293571.000000 Penalty: 3807.561035
	Iteration 48Q: 3 clusters Score -1.129357e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 121597 members 
Entering Unmasked Estep 
Score: -11293594.000000 Penalty: 3807.561035
	Iteration 49Q: 3 clusters Score -1.129359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 121620 members 
Entering Unmasked Estep 
Score: -11293595.000000 Penalty: 3807.561035
	Iteration 50Q: 3 clusters Score -1.12936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 121640 members 
Entering Unmasked Estep 
Score: -11293601.000000 Penalty: 3807.561035
	Iteration 51Q: 3 clusters Score -1.12936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 121659 members 
Entering Unmasked Estep 
Score: -11293621.000000 Penalty: 3807.561035
	Iteration 52Q: 3 clusters Score -1.129362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 121684 members 
Entering Unmasked Estep 
Score: -11293641.000000 Penalty: 3807.561035
	Iteration 53Q: 3 clusters Score -1.129364e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 121709 members 
Entering Unmasked Estep 
Score: -11293658.000000 Penalty: 3807.561035
	Iteration 54Q: 3 clusters Score -1.129366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 121725 members 
Entering Unmasked Estep 
Score: -11293667.000000 Penalty: 3807.561035
	Iteration 55Q: 3 clusters Score -1.129367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 121740 members 
Entering Unmasked Estep 
Score: -11293664.000000 Penalty: 3807.561035
	Iteration 56Q: 3 clusters Score -1.129366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 121758 members 
Entering Unmasked Estep 
Score: -11293685.000000 Penalty: 3807.561035
	Iteration 57Q: 3 clusters Score -1.129368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 121772 members 
Entering Unmasked Estep 
Score: -11293697.000000 Penalty: 3807.561035
	Iteration 58Q: 3 clusters Score -1.12937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 121780 members 
Entering Unmasked Estep 
Score: -11293699.000000 Penalty: 3807.561035
	Iteration 59Q: 3 clusters Score -1.12937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 121794 members 
Entering Unmasked Estep 
Score: -11293709.000000 Penalty: 3807.561035
	Iteration 60F: 3 clusters Score -1.129371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 121805 members 
Entering Unmasked Estep 
Score: -11293729.000000 Penalty: 3807.561035
	Iteration 61Q: 3 clusters Score -1.129373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 121814 members 
Entering Unmasked Estep 
Score: -11293737.000000 Penalty: 3807.561035
	Iteration 62Q: 3 clusters Score -1.129374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 121821 members 
Entering Unmasked Estep 
Score: -11293742.000000 Penalty: 3807.561035
	Iteration 63Q: 3 clusters Score -1.129374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 121826 members 
Entering Unmasked Estep 
Score: -11293737.000000 Penalty: 3807.561035
	Iteration 64Q: 3 clusters Score -1.129374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 121828 members 
Entering Unmasked Estep 
Score: -11293742.000000 Penalty: 3807.561035
	Iteration 65Q: 3 clusters Score -1.129374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 121829 members 
Entering Unmasked Estep 
Score: -11293744.000000 Penalty: 3807.561035
	Iteration 66Q: 3 clusters Score -1.129374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 121830 members 
Entering Unmasked Estep 
Score: -11293739.000000 Penalty: 3807.561035
	Iteration 67Q: 3 clusters Score -1.129374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 121833 members 
Entering Unmasked Estep 
Score: -11293752.000000 Penalty: 3807.561035
	Iteration 68Q: 3 clusters Score -1.129375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 121837 members 
Entering Unmasked Estep 
Score: -11293753.000000 Penalty: 3807.561035
	Iteration 69Q: 3 clusters Score -1.129375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 121842 members 
Entering Unmasked Estep 
Score: -11293759.000000 Penalty: 3807.561035
	Iteration 70Q: 3 clusters Score -1.129376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 121844 members 
Entering Unmasked Estep 
Score: -11293756.000000 Penalty: 3807.561035
	Iteration 71Q: 3 clusters Score -1.129376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 121846 members 
Entering Unmasked Estep 
Score: -11293746.000000 Penalty: 3807.561035
	Iteration 72Q: 3 clusters Score -1.129375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 121847 members 
Entering Unmasked Estep 
Score: -11293744.000000 Penalty: 3807.561035
	Iteration 73Q: 3 clusters Score -1.129374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 121847 members 
Entering Unmasked Estep 
Score: -11293744.000000 Penalty: 3807.561035
	Iteration 74F: 3 clusters Score -1.129374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Entering Unmasked Estep 
Score: -367207.593750 Penalty: 1340.258301
	Iteration 0F: 2 clusters Score -367207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -363981.125000 Penalty: 2680.516602
	Iteration 0F: 3 clusters Score -363981.1 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -364846.562500 Penalty: 2680.516602
	Iteration 1F: 3 clusters Score -364846.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -365022.968750 Penalty: 2680.516602
	Iteration 2F: 3 clusters Score -365023 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -365153.531250 Penalty: 2680.516602
	Iteration 3F: 3 clusters Score -365153.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -365251.562500 Penalty: 2680.516602
	Iteration 4Q: 3 clusters Score -365251.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -365353.343750 Penalty: 2680.516602
	Iteration 5Q: 3 clusters Score -365353.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -365467.656250 Penalty: 2680.516602
	Iteration 6Q: 3 clusters Score -365467.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -365595.812500 Penalty: 2680.516602
	Iteration 7Q: 3 clusters Score -365595.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -365733.531250 Penalty: 2680.516602
	Iteration 8Q: 3 clusters Score -365733.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -365963.218750 Penalty: 2680.516602
	Iteration 9Q: 3 clusters Score -365963.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -366214.906250 Penalty: 2680.516602
	Iteration 10F: 3 clusters Score -366214.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -366522.562500 Penalty: 2680.516602
	Iteration 11F: 3 clusters Score -366522.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -366766.156250 Penalty: 2680.516602
	Iteration 12F: 3 clusters Score -366766.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -366906.468750 Penalty: 2680.516602
	Iteration 13Q: 3 clusters Score -366906.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -366997.312500 Penalty: 2680.516602
	Iteration 14Q: 3 clusters Score -366997.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -367042.375000 Penalty: 2680.516602
	Iteration 15Q: 3 clusters Score -367042.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -367064.281250 Penalty: 2680.516602
	Iteration 16Q: 3 clusters Score -367064.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -367076.968750 Penalty: 2680.516602
	Iteration 17Q: 3 clusters Score -367077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -367088.000000 Penalty: 2680.516602
	Iteration 18Q: 3 clusters Score -367088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -367093.375000 Penalty: 2680.516602
	Iteration 19Q: 3 clusters Score -367093.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -367098.656250 Penalty: 2680.516602
	Iteration 20F: 3 clusters Score -367098.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -367100.187500 Penalty: 2680.516602
	Iteration 21Q: 3 clusters Score -367100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -367101.375000 Penalty: 2680.516602
	Iteration 22Q: 3 clusters Score -367101.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -367102.750000 Penalty: 2680.516602
	Iteration 23Q: 3 clusters Score -367102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -367102.625000 Penalty: 2680.516602
	Iteration 24Q: 3 clusters Score -367102.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -367104.062500 Penalty: 2680.516602
	Iteration 25Q: 3 clusters Score -367104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -367106.500000 Penalty: 2680.516602
	Iteration 26Q: 3 clusters Score -367106.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -367108.156250 Penalty: 2680.516602
	Iteration 27Q: 3 clusters Score -367108.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -367111.468750 Penalty: 2680.516602
	Iteration 28Q: 3 clusters Score -367111.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -367111.593750 Penalty: 2680.516602
	Iteration 29Q: 3 clusters Score -367111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -367112.625000 Penalty: 2680.516602
	Iteration 30Q: 3 clusters Score -367112.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -367113.843750 Penalty: 2680.516602
	Iteration 31Q: 3 clusters Score -367113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -367113.843750 Penalty: 2680.516602
	Iteration 32F: 3 clusters Score -367113.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -146537.703125 Penalty: 1224.225220
	Iteration 0F: 2 clusters Score -146537.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -144561.593750 Penalty: 2448.450439
	Iteration 0F: 3 clusters Score -144561.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -145138.921875 Penalty: 2448.450439
	Iteration 1F: 3 clusters Score -145138.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -145545.156250 Penalty: 2448.450439
	Iteration 2F: 3 clusters Score -145545.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -145928.312500 Penalty: 2448.450439
	Iteration 3F: 3 clusters Score -145928.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -146239.484375 Penalty: 2448.450439
	Iteration 4F: 3 clusters Score -146239.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -146503.093750 Penalty: 2448.450439
	Iteration 5F: 3 clusters Score -146503.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -146649.625000 Penalty: 2448.450439
	Iteration 6Q: 3 clusters Score -146649.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -146746.421875 Penalty: 2448.450439
	Iteration 7Q: 3 clusters Score -146746.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -146802.765625 Penalty: 2448.450439
	Iteration 8Q: 3 clusters Score -146802.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -146827.140625 Penalty: 2448.450439
	Iteration 9Q: 3 clusters Score -146827.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -146840.875000 Penalty: 2448.450439
	Iteration 10Q: 3 clusters Score -146840.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -146844.234375 Penalty: 2448.450439
	Iteration 11Q: 3 clusters Score -146844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -146844.640625 Penalty: 2448.450439
	Iteration 12Q: 3 clusters Score -146844.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -146844.640625 Penalty: 2448.450439
	Iteration 13F: 3 clusters Score -146844.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 11634 members 
Mstep: Class 5 contains 122464 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 11435 members 
Mstep: Class 9 contains 9644 members 
Mstep: Class 10 contains 21595 members 
Mstep: Class 11 contains 12023 members 
Mstep: Class 12 contains 8960 members 
Mstep: Class 13 contains 63570 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 82825 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 19 contains 87246 members 
Mstep: Class 21 contains 25556 members 
Mstep: Class 22 contains 113063 members 
Entering Unmasked Estep 
Score: -53840236.000000 Penalty: 43208.519531
Splitting cluster 7 changes total score from -53840836.000000 to -53840236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (11435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Entering Unmasked Estep 
Score: -948782.687500 Penalty: 1518.470459
	Iteration 0F: 2 clusters Score -948782.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -940720.500000 Penalty: 3036.940918
	Iteration 0F: 3 clusters Score -940720.5 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -943487.250000 Penalty: 3036.940918
	Iteration 1F: 3 clusters Score -943487.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -943850.375000 Penalty: 3036.940918
	Iteration 2F: 3 clusters Score -943850.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -944210.062500 Penalty: 3036.940918
	Iteration 3F: 3 clusters Score -944210.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -944576.062500 Penalty: 3036.940918
	Iteration 4F: 3 clusters Score -944576.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -944955.062500 Penalty: 3036.940918
	Iteration 5F: 3 clusters Score -944955.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -945329.312500 Penalty: 3036.940918
	Iteration 6F: 3 clusters Score -945329.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -945690.125000 Penalty: 3036.940918
	Iteration 7F: 3 clusters Score -945690.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -946039.187500 Penalty: 3036.940918
	Iteration 8Q: 3 clusters Score -946039.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -946367.437500 Penalty: 3036.940918
	Iteration 9Q: 3 clusters Score -946367.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -946675.500000 Penalty: 3036.940918
	Iteration 10Q: 3 clusters Score -946675.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -946973.937500 Penalty: 3036.940918
	Iteration 11Q: 3 clusters Score -946973.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -947224.312500 Penalty: 3036.940918
	Iteration 12Q: 3 clusters Score -947224.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -947416.312500 Penalty: 3036.940918
	Iteration 13Q: 3 clusters Score -947416.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -947547.375000 Penalty: 3036.940918
	Iteration 14Q: 3 clusters Score -947547.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -947644.062500 Penalty: 3036.940918
	Iteration 15Q: 3 clusters Score -947644.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -947735.187500 Penalty: 3036.940918
	Iteration 16Q: 3 clusters Score -947735.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -947800.812500 Penalty: 3036.940918
	Iteration 17Q: 3 clusters Score -947800.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -947845.875000 Penalty: 3036.940918
	Iteration 18Q: 3 clusters Score -947845.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -947875.750000 Penalty: 3036.940918
	Iteration 19Q: 3 clusters Score -947875.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -947900.375000 Penalty: 3036.940918
	Iteration 20F: 3 clusters Score -947900.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -947920.000000 Penalty: 3036.940918
	Iteration 21Q: 3 clusters Score -947920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -947939.312500 Penalty: 3036.940918
	Iteration 22Q: 3 clusters Score -947939.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -947951.500000 Penalty: 3036.940918
	Iteration 23Q: 3 clusters Score -947951.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -947957.375000 Penalty: 3036.940918
	Iteration 24Q: 3 clusters Score -947957.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -947963.687500 Penalty: 3036.940918
	Iteration 25Q: 3 clusters Score -947963.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -947972.000000 Penalty: 3036.940918
	Iteration 26Q: 3 clusters Score -947972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -947976.500000 Penalty: 3036.940918
	Iteration 27Q: 3 clusters Score -947976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -947981.062500 Penalty: 3036.940918
	Iteration 28Q: 3 clusters Score -947981.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -947980.437500 Penalty: 3036.940918
	Iteration 29Q: 3 clusters Score -947980.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -947983.125000 Penalty: 3036.940918
	Iteration 30Q: 3 clusters Score -947983.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -947988.687500 Penalty: 3036.940918
	Iteration 31Q: 3 clusters Score -947988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -947991.000000 Penalty: 3036.940918
	Iteration 32Q: 3 clusters Score -947991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -947994.250000 Penalty: 3036.940918
	Iteration 33Q: 3 clusters Score -947994.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -947996.312500 Penalty: 3036.940918
	Iteration 34Q: 3 clusters Score -947996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -947998.375000 Penalty: 3036.940918
	Iteration 35Q: 3 clusters Score -947998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -947999.625000 Penalty: 3036.940918
	Iteration 36Q: 3 clusters Score -947999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -947999.562500 Penalty: 3036.940918
	Iteration 37Q: 3 clusters Score -947999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -947999.750000 Penalty: 3036.940918
	Iteration 38Q: 3 clusters Score -947999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -948001.187500 Penalty: 3036.940918
	Iteration 39Q: 3 clusters Score -948001.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -948004.937500 Penalty: 3036.940918
	Iteration 40F: 3 clusters Score -948004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -948004.312500 Penalty: 3036.940918
	Iteration 41Q: 3 clusters Score -948004.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -948005.750000 Penalty: 3036.940918
	Iteration 42Q: 3 clusters Score -948005.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -948007.187500 Penalty: 3036.940918
	Iteration 43Q: 3 clusters Score -948007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -948009.062500 Penalty: 3036.940918
	Iteration 44Q: 3 clusters Score -948009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -948009.812500 Penalty: 3036.940918
	Iteration 45Q: 3 clusters Score -948009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -948009.937500 Penalty: 3036.940918
	Iteration 46Q: 3 clusters Score -948009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -948010.250000 Penalty: 3036.940918
	Iteration 47Q: 3 clusters Score -948010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -948010.562500 Penalty: 3036.940918
	Iteration 48Q: 3 clusters Score -948010.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -948010.562500 Penalty: 3036.940918
	Iteration 49F: 3 clusters Score -948010.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Entering Unmasked Estep 
Score: -898070.500000 Penalty: 1490.789795
	Iteration 0F: 2 clusters Score -898070.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -891211.312500 Penalty: 2981.579590
	Iteration 0F: 3 clusters Score -891211.3 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -893417.250000 Penalty: 2981.579590
	Iteration 1F: 3 clusters Score -893417.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -893650.312500 Penalty: 2981.579590
	Iteration 2F: 3 clusters Score -893650.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -893851.812500 Penalty: 2981.579590
	Iteration 3Q: 3 clusters Score -893851.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -894026.750000 Penalty: 2981.579590
	Iteration 4Q: 3 clusters Score -894026.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -894211.500000 Penalty: 2981.579590
	Iteration 5Q: 3 clusters Score -894211.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -894387.062500 Penalty: 2981.579590
	Iteration 6Q: 3 clusters Score -894387.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -894538.437500 Penalty: 2981.579590
	Iteration 7Q: 3 clusters Score -894538.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -894679.500000 Penalty: 2981.579590
	Iteration 8Q: 3 clusters Score -894679.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -894814.062500 Penalty: 2981.579590
	Iteration 9Q: 3 clusters Score -894814.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -894938.687500 Penalty: 2981.579590
	Iteration 10Q: 3 clusters Score -894938.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -895063.125000 Penalty: 2981.579590
	Iteration 11Q: 3 clusters Score -895063.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -895183.875000 Penalty: 2981.579590
	Iteration 12Q: 3 clusters Score -895183.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -895293.687500 Penalty: 2981.579590
	Iteration 13Q: 3 clusters Score -895293.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -895401.937500 Penalty: 2981.579590
	Iteration 14Q: 3 clusters Score -895401.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -895512.062500 Penalty: 2981.579590
	Iteration 15Q: 3 clusters Score -895512.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -895650.812500 Penalty: 2981.579590
	Iteration 16Q: 3 clusters Score -895650.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -895786.250000 Penalty: 2981.579590
	Iteration 17Q: 3 clusters Score -895786.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -895945.937500 Penalty: 2981.579590
	Iteration 18Q: 3 clusters Score -895945.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -896110.625000 Penalty: 2981.579590
	Iteration 19Q: 3 clusters Score -896110.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -896257.375000 Penalty: 2981.579590
	Iteration 20F: 3 clusters Score -896257.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -896387.875000 Penalty: 2981.579590
	Iteration 21Q: 3 clusters Score -896387.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -896504.875000 Penalty: 2981.579590
	Iteration 22Q: 3 clusters Score -896504.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -896604.000000 Penalty: 2981.579590
	Iteration 23Q: 3 clusters Score -896604 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -896676.437500 Penalty: 2981.579590
	Iteration 24Q: 3 clusters Score -896676.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -896722.312500 Penalty: 2981.579590
	Iteration 25Q: 3 clusters Score -896722.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -896759.562500 Penalty: 2981.579590
	Iteration 26Q: 3 clusters Score -896759.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -896797.000000 Penalty: 2981.579590
	Iteration 27Q: 3 clusters Score -896797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -896816.375000 Penalty: 2981.579590
	Iteration 28Q: 3 clusters Score -896816.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -896833.312500 Penalty: 2981.579590
	Iteration 29Q: 3 clusters Score -896833.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -896845.312500 Penalty: 2981.579590
	Iteration 30Q: 3 clusters Score -896845.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -896863.625000 Penalty: 2981.579590
	Iteration 31Q: 3 clusters Score -896863.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -896869.625000 Penalty: 2981.579590
	Iteration 32Q: 3 clusters Score -896869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -896874.750000 Penalty: 2981.579590
	Iteration 33Q: 3 clusters Score -896874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -896876.250000 Penalty: 2981.579590
	Iteration 34Q: 3 clusters Score -896876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -896877.437500 Penalty: 2981.579590
	Iteration 35Q: 3 clusters Score -896877.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -896878.437500 Penalty: 2981.579590
	Iteration 36Q: 3 clusters Score -896878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -896881.312500 Penalty: 2981.579590
	Iteration 37Q: 3 clusters Score -896881.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -896882.937500 Penalty: 2981.579590
	Iteration 38Q: 3 clusters Score -896882.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -896882.937500 Penalty: 2981.579590
	Iteration 39F: 3 clusters Score -896882.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Entering Unmasked Estep 
Score: -1965079.125000 Penalty: 1621.785278
	Iteration 0F: 2 clusters Score -1965079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1950456.750000 Penalty: 3243.570557
	Iteration 0F: 3 clusters Score -1950457 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1955585.000000 Penalty: 3243.570557
	Iteration 1F: 3 clusters Score -1955585 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1955908.875000 Penalty: 3243.570557
	Iteration 2Q: 3 clusters Score -1955909 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1956211.750000 Penalty: 3243.570557
	Iteration 3Q: 3 clusters Score -1956212 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1956496.750000 Penalty: 3243.570557
	Iteration 4Q: 3 clusters Score -1956497 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1956811.875000 Penalty: 3243.570557
	Iteration 5Q: 3 clusters Score -1956812 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1957205.750000 Penalty: 3243.570557
	Iteration 6Q: 3 clusters Score -1957206 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1957725.500000 Penalty: 3243.570557
	Iteration 7Q: 3 clusters Score -1957726 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1958380.750000 Penalty: 3243.570557
	Iteration 8F: 3 clusters Score -1958381 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1959112.750000 Penalty: 3243.570557
	Iteration 9F: 3 clusters Score -1959113 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1959923.750000 Penalty: 3243.570557
	Iteration 10F: 3 clusters Score -1959924 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1960702.375000 Penalty: 3243.570557
	Iteration 11Q: 3 clusters Score -1960702 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1961376.500000 Penalty: 3243.570557
	Iteration 12Q: 3 clusters Score -1961376 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1961951.250000 Penalty: 3243.570557
	Iteration 13Q: 3 clusters Score -1961951 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1962397.875000 Penalty: 3243.570557
	Iteration 14Q: 3 clusters Score -1962398 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1962734.375000 Penalty: 3243.570557
	Iteration 15Q: 3 clusters Score -1962734 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1963011.625000 Penalty: 3243.570557
	Iteration 16Q: 3 clusters Score -1963012 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1963184.125000 Penalty: 3243.570557
	Iteration 17Q: 3 clusters Score -1963184 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1963305.375000 Penalty: 3243.570557
	Iteration 18Q: 3 clusters Score -1963305 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1963419.875000 Penalty: 3243.570557
	Iteration 19Q: 3 clusters Score -1963420 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1963506.500000 Penalty: 3243.570557
	Iteration 20F: 3 clusters Score -1963506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1963569.000000 Penalty: 3243.570557
	Iteration 21Q: 3 clusters Score -1963569 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1963607.500000 Penalty: 3243.570557
	Iteration 22Q: 3 clusters Score -1963608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1963641.375000 Penalty: 3243.570557
	Iteration 23Q: 3 clusters Score -1963641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1963656.250000 Penalty: 3243.570557
	Iteration 24Q: 3 clusters Score -1963656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1963677.000000 Penalty: 3243.570557
	Iteration 25Q: 3 clusters Score -1963677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1963691.875000 Penalty: 3243.570557
	Iteration 26Q: 3 clusters Score -1963692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1963697.000000 Penalty: 3243.570557
	Iteration 27Q: 3 clusters Score -1963697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1963700.625000 Penalty: 3243.570557
	Iteration 28Q: 3 clusters Score -1963701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1963708.000000 Penalty: 3243.570557
	Iteration 29Q: 3 clusters Score -1963708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1963710.375000 Penalty: 3243.570557
	Iteration 30Q: 3 clusters Score -1963710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1963717.750000 Penalty: 3243.570557
	Iteration 31Q: 3 clusters Score -1963718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1963718.125000 Penalty: 3243.570557
	Iteration 32Q: 3 clusters Score -1963718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1963718.125000 Penalty: 3243.570557
	Iteration 33F: 3 clusters Score -1963718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Entering Unmasked Estep 
Score: -1071083.625000 Penalty: 1526.618774
	Iteration 0F: 2 clusters Score -1071084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1062645.250000 Penalty: 3053.237549
	Iteration 0F: 3 clusters Score -1062645 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1065668.750000 Penalty: 3053.237549
	Iteration 1F: 3 clusters Score -1065669 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1066198.375000 Penalty: 3053.237549
	Iteration 2F: 3 clusters Score -1066198 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1066765.500000 Penalty: 3053.237549
	Iteration 3F: 3 clusters Score -1066766 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1067383.000000 Penalty: 3053.237549
	Iteration 4F: 3 clusters Score -1067383 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1068021.750000 Penalty: 3053.237549
	Iteration 5F: 3 clusters Score -1068022 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1068653.500000 Penalty: 3053.237549
	Iteration 6F: 3 clusters Score -1068654 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1069187.625000 Penalty: 3053.237549
	Iteration 7F: 3 clusters Score -1069188 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1069628.875000 Penalty: 3053.237549
	Iteration 8Q: 3 clusters Score -1069629 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1069968.125000 Penalty: 3053.237549
	Iteration 9Q: 3 clusters Score -1069968 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1070221.250000 Penalty: 3053.237549
	Iteration 10Q: 3 clusters Score -1070221 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1070369.750000 Penalty: 3053.237549
	Iteration 11Q: 3 clusters Score -1070370 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1070431.125000 Penalty: 3053.237549
	Iteration 12Q: 3 clusters Score -1070431 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1070468.875000 Penalty: 3053.237549
	Iteration 13Q: 3 clusters Score -1070469 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1070495.375000 Penalty: 3053.237549
	Iteration 14Q: 3 clusters Score -1070495 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1070518.750000 Penalty: 3053.237549
	Iteration 15Q: 3 clusters Score -1070519 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1070537.375000 Penalty: 3053.237549
	Iteration 16Q: 3 clusters Score -1070537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1070553.000000 Penalty: 3053.237549
	Iteration 17Q: 3 clusters Score -1070553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1070565.500000 Penalty: 3053.237549
	Iteration 18Q: 3 clusters Score -1070566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1070575.875000 Penalty: 3053.237549
	Iteration 19Q: 3 clusters Score -1070576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1070590.250000 Penalty: 3053.237549
	Iteration 20F: 3 clusters Score -1070590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1070600.875000 Penalty: 3053.237549
	Iteration 21Q: 3 clusters Score -1070601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1070608.875000 Penalty: 3053.237549
	Iteration 22Q: 3 clusters Score -1070609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1070616.500000 Penalty: 3053.237549
	Iteration 23Q: 3 clusters Score -1070616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1070620.875000 Penalty: 3053.237549
	Iteration 24Q: 3 clusters Score -1070621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1070627.750000 Penalty: 3053.237549
	Iteration 25Q: 3 clusters Score -1070628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1070631.875000 Penalty: 3053.237549
	Iteration 26Q: 3 clusters Score -1070632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1070638.000000 Penalty: 3053.237549
	Iteration 27Q: 3 clusters Score -1070638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1070641.250000 Penalty: 3053.237549
	Iteration 28Q: 3 clusters Score -1070641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1070640.625000 Penalty: 3053.237549
	Iteration 29Q: 3 clusters Score -1070641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1070644.375000 Penalty: 3053.237549
	Iteration 30Q: 3 clusters Score -1070644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1070641.875000 Penalty: 3053.237549
	Iteration 31Q: 3 clusters Score -1070642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1070643.375000 Penalty: 3053.237549
	Iteration 32Q: 3 clusters Score -1070643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1070644.250000 Penalty: 3053.237549
	Iteration 33Q: 3 clusters Score -1070644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1070649.750000 Penalty: 3053.237549
	Iteration 34Q: 3 clusters Score -1070650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1070651.125000 Penalty: 3053.237549
	Iteration 35Q: 3 clusters Score -1070651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1070649.625000 Penalty: 3053.237549
	Iteration 36Q: 3 clusters Score -1070650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1070650.125000 Penalty: 3053.237549
	Iteration 37Q: 3 clusters Score -1070650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1070650.125000 Penalty: 3053.237549
	Iteration 38F: 3 clusters Score -1070650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Entering Unmasked Estep 
Score: -778629.250000 Penalty: 1478.835449
	Iteration 0F: 2 clusters Score -778629.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -772188.062500 Penalty: 2957.670898
	Iteration 0F: 3 clusters Score -772188.1 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -774255.875000 Penalty: 2957.670898
	Iteration 1F: 3 clusters Score -774255.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -774546.312500 Penalty: 2957.670898
	Iteration 2F: 3 clusters Score -774546.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -774856.000000 Penalty: 2957.670898
	Iteration 3F: 3 clusters Score -774856 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -775225.625000 Penalty: 2957.670898
	Iteration 4F: 3 clusters Score -775225.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -775749.437500 Penalty: 2957.670898
	Iteration 5F: 3 clusters Score -775749.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -776366.500000 Penalty: 2957.670898
	Iteration 6F: 3 clusters Score -776366.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -776916.500000 Penalty: 2957.670898
	Iteration 7F: 3 clusters Score -776916.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -777277.437500 Penalty: 2957.670898
	Iteration 8F: 3 clusters Score -777277.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -777487.875000 Penalty: 2957.670898
	Iteration 9Q: 3 clusters Score -777487.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -777620.312500 Penalty: 2957.670898
	Iteration 10Q: 3 clusters Score -777620.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -777724.937500 Penalty: 2957.670898
	Iteration 11Q: 3 clusters Score -777724.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -777796.625000 Penalty: 2957.670898
	Iteration 12Q: 3 clusters Score -777796.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -777831.125000 Penalty: 2957.670898
	Iteration 13Q: 3 clusters Score -777831.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -777858.000000 Penalty: 2957.670898
	Iteration 14Q: 3 clusters Score -777858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -777875.250000 Penalty: 2957.670898
	Iteration 15Q: 3 clusters Score -777875.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -777885.312500 Penalty: 2957.670898
	Iteration 16Q: 3 clusters Score -777885.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -777889.000000 Penalty: 2957.670898
	Iteration 17Q: 3 clusters Score -777889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -777893.562500 Penalty: 2957.670898
	Iteration 18Q: 3 clusters Score -777893.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -777899.875000 Penalty: 2957.670898
	Iteration 19Q: 3 clusters Score -777899.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -777899.437500 Penalty: 2957.670898
	Iteration 20F: 3 clusters Score -777899.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -777900.062500 Penalty: 2957.670898
	Iteration 21Q: 3 clusters Score -777900.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -777902.375000 Penalty: 2957.670898
	Iteration 22Q: 3 clusters Score -777902.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -777905.187500 Penalty: 2957.670898
	Iteration 23Q: 3 clusters Score -777905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -777905.250000 Penalty: 2957.670898
	Iteration 24Q: 3 clusters Score -777905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -777907.250000 Penalty: 2957.670898
	Iteration 25Q: 3 clusters Score -777907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -777906.250000 Penalty: 2957.670898
	Iteration 26Q: 3 clusters Score -777906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -777905.562500 Penalty: 2957.670898
	Iteration 27Q: 3 clusters Score -777905.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -777907.625000 Penalty: 2957.670898
	Iteration 28Q: 3 clusters Score -777907.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -777907.062500 Penalty: 2957.670898
	Iteration 29Q: 3 clusters Score -777907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -777908.750000 Penalty: 2957.670898
	Iteration 30Q: 3 clusters Score -777908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -777909.437500 Penalty: 2957.670898
	Iteration 31Q: 3 clusters Score -777909.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -777910.750000 Penalty: 2957.670898
	Iteration 32Q: 3 clusters Score -777910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -777911.375000 Penalty: 2957.670898
	Iteration 33Q: 3 clusters Score -777911.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -777914.562500 Penalty: 2957.670898
	Iteration 34Q: 3 clusters Score -777914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -777912.625000 Penalty: 2957.670898
	Iteration 35Q: 3 clusters Score -777912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -777913.125000 Penalty: 2957.670898
	Iteration 36Q: 3 clusters Score -777913.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -777913.125000 Penalty: 2957.670898
	Iteration 37F: 3 clusters Score -777913.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Entering Unmasked Estep 
Score: -5780999.000000 Penalty: 1797.233154
	Iteration 0F: 2 clusters Score -5780999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -5738365.000000 Penalty: 3594.466309
	Iteration 0F: 3 clusters Score -5738365 nChanged 29999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -5756643.000000 Penalty: 3594.466309
	Iteration 1F: 3 clusters Score -5756643 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -5757801.000000 Penalty: 3594.466309
	Iteration 2Q: 3 clusters Score -5757801 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -5759427.000000 Penalty: 3594.466309
	Iteration 3F: 3 clusters Score -5759427 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -5761347.500000 Penalty: 3594.466309
	Iteration 4F: 3 clusters Score -5761348 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -5763837.000000 Penalty: 3594.466309
	Iteration 5F: 3 clusters Score -5763837 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -5766927.500000 Penalty: 3594.466309
	Iteration 6F: 3 clusters Score -5766928 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -5770337.500000 Penalty: 3594.466309
	Iteration 7F: 3 clusters Score -5770338 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -5773232.500000 Penalty: 3594.466309
	Iteration 8F: 3 clusters Score -5773232 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -5775157.500000 Penalty: 3594.466309
	Iteration 9Q: 3 clusters Score -5775158 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -5776282.500000 Penalty: 3594.466309
	Iteration 10Q: 3 clusters Score -5776282 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -5777004.500000 Penalty: 3594.466309
	Iteration 11Q: 3 clusters Score -5777004 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -5777532.000000 Penalty: 3594.466309
	Iteration 12Q: 3 clusters Score -5777532 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -5777988.500000 Penalty: 3594.466309
	Iteration 13Q: 3 clusters Score -5777988 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -5778388.000000 Penalty: 3594.466309
	Iteration 14Q: 3 clusters Score -5778388 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -5778678.000000 Penalty: 3594.466309
	Iteration 15Q: 3 clusters Score -5778678 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -5778972.500000 Penalty: 3594.466309
	Iteration 16Q: 3 clusters Score -5778972 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -5779173.500000 Penalty: 3594.466309
	Iteration 17Q: 3 clusters Score -5779174 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -5779368.000000 Penalty: 3594.466309
	Iteration 18Q: 3 clusters Score -5779368 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -5779517.500000 Penalty: 3594.466309
	Iteration 19Q: 3 clusters Score -5779518 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -5779696.500000 Penalty: 3594.466309
	Iteration 20F: 3 clusters Score -5779696 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -5779875.500000 Penalty: 3594.466309
	Iteration 21Q: 3 clusters Score -5779876 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -5780040.500000 Penalty: 3594.466309
	Iteration 22Q: 3 clusters Score -5780040 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 61468 members 
Entering Unmasked Estep 
Score: -5780133.500000 Penalty: 3594.466309
	Iteration 23Q: 3 clusters Score -5780134 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -5780174.000000 Penalty: 3594.466309
	Iteration 24Q: 3 clusters Score -5780174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -5780205.500000 Penalty: 3594.466309
	Iteration 25Q: 3 clusters Score -5780206 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -5780216.500000 Penalty: 3594.466309
	Iteration 26Q: 3 clusters Score -5780216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -5780226.000000 Penalty: 3594.466309
	Iteration 27Q: 3 clusters Score -5780226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -5780249.500000 Penalty: 3594.466309
	Iteration 28Q: 3 clusters Score -5780250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 61592 members 
Entering Unmasked Estep 
Score: -5780260.500000 Penalty: 3594.466309
	Iteration 29Q: 3 clusters Score -5780260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -5780278.000000 Penalty: 3594.466309
	Iteration 30Q: 3 clusters Score -5780278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -5780284.500000 Penalty: 3594.466309
	Iteration 31Q: 3 clusters Score -5780284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -5780285.000000 Penalty: 3594.466309
	Iteration 32Q: 3 clusters Score -5780285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -5780287.500000 Penalty: 3594.466309
	Iteration 33Q: 3 clusters Score -5780288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -5780287.000000 Penalty: 3594.466309
	Iteration 34Q: 3 clusters Score -5780287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -5780294.500000 Penalty: 3594.466309
	Iteration 35Q: 3 clusters Score -5780294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -5780297.000000 Penalty: 3594.466309
	Iteration 36Q: 3 clusters Score -5780297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -5780294.500000 Penalty: 3594.466309
	Iteration 37Q: 3 clusters Score -5780294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -5780300.000000 Penalty: 3594.466309
	Iteration 38Q: 3 clusters Score -5780300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -5780299.000000 Penalty: 3594.466309
	Iteration 39Q: 3 clusters Score -5780299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -5780299.000000 Penalty: 3594.466309
	Iteration 40F: 3 clusters Score -5780299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -207733.953125 Penalty: 1262.317871
	Iteration 0F: 2 clusters Score -207734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -205376.625000 Penalty: 2524.635742
	Iteration 0F: 3 clusters Score -205376.6 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -205932.046875 Penalty: 2524.635742
	Iteration 1F: 3 clusters Score -205932 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -206154.296875 Penalty: 2524.635742
	Iteration 2F: 3 clusters Score -206154.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -206323.609375 Penalty: 2524.635742
	Iteration 3F: 3 clusters Score -206323.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -206470.906250 Penalty: 2524.635742
	Iteration 4F: 3 clusters Score -206470.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -206579.203125 Penalty: 2524.635742
	Iteration 5F: 3 clusters Score -206579.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -206677.593750 Penalty: 2524.635742
	Iteration 6Q: 3 clusters Score -206677.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -206773.921875 Penalty: 2524.635742
	Iteration 7Q: 3 clusters Score -206773.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -206874.156250 Penalty: 2524.635742
	Iteration 8Q: 3 clusters Score -206874.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -206939.125000 Penalty: 2524.635742
	Iteration 9Q: 3 clusters Score -206939.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -206975.296875 Penalty: 2524.635742
	Iteration 10Q: 3 clusters Score -206975.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -207002.468750 Penalty: 2524.635742
	Iteration 11Q: 3 clusters Score -207002.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -207011.265625 Penalty: 2524.635742
	Iteration 12Q: 3 clusters Score -207011.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -207020.250000 Penalty: 2524.635742
	Iteration 13Q: 3 clusters Score -207020.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -207027.375000 Penalty: 2524.635742
	Iteration 14Q: 3 clusters Score -207027.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -207030.734375 Penalty: 2524.635742
	Iteration 15Q: 3 clusters Score -207030.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -207033.781250 Penalty: 2524.635742
	Iteration 16Q: 3 clusters Score -207033.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -207036.390625 Penalty: 2524.635742
	Iteration 17Q: 3 clusters Score -207036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -207038.812500 Penalty: 2524.635742
	Iteration 18Q: 3 clusters Score -207038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -207040.171875 Penalty: 2524.635742
	Iteration 19Q: 3 clusters Score -207040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -207041.015625 Penalty: 2524.635742
	Iteration 20F: 3 clusters Score -207041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -207041.765625 Penalty: 2524.635742
	Iteration 21Q: 3 clusters Score -207041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -207043.250000 Penalty: 2524.635742
	Iteration 22Q: 3 clusters Score -207043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -207043.859375 Penalty: 2524.635742
	Iteration 23Q: 3 clusters Score -207043.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -207043.859375 Penalty: 2524.635742
	Iteration 24F: 3 clusters Score -207043.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82825 members 
Entering Unmasked Estep 
Score: -7614026.000000 Penalty: 1840.228760
	Iteration 0F: 2 clusters Score -7614026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -7558514.000000 Penalty: 3680.457520
	Iteration 0F: 3 clusters Score -7558514 nChanged 39550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -7581701.000000 Penalty: 3680.457520
	Iteration 1F: 3 clusters Score -7581701 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -7582423.000000 Penalty: 3680.457520
	Iteration 2Q: 3 clusters Score -7582423 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -7583274.000000 Penalty: 3680.457520
	Iteration 3Q: 3 clusters Score -7583274 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -7584245.500000 Penalty: 3680.457520
	Iteration 4Q: 3 clusters Score -7584246 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -7585652.500000 Penalty: 3680.457520
	Iteration 5Q: 3 clusters Score -7585652 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -7587423.500000 Penalty: 3680.457520
	Iteration 6Q: 3 clusters Score -7587424 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -7589783.500000 Penalty: 3680.457520
	Iteration 7F: 3 clusters Score -7589784 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -7592762.500000 Penalty: 3680.457520
	Iteration 8F: 3 clusters Score -7592762 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -7596085.500000 Penalty: 3680.457520
	Iteration 9F: 3 clusters Score -7596086 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -7599199.500000 Penalty: 3680.457520
	Iteration 10F: 3 clusters Score -7599200 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -7601342.500000 Penalty: 3680.457520
	Iteration 11Q: 3 clusters Score -7601342 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -7602507.500000 Penalty: 3680.457520
	Iteration 12Q: 3 clusters Score -7602508 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -7603422.500000 Penalty: 3680.457520
	Iteration 13Q: 3 clusters Score -7603422 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -7604228.500000 Penalty: 3680.457520
	Iteration 14Q: 3 clusters Score -7604228 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -7605135.000000 Penalty: 3680.457520
	Iteration 15Q: 3 clusters Score -7605135 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -7605949.500000 Penalty: 3680.457520
	Iteration 16Q: 3 clusters Score -7605950 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -7606756.500000 Penalty: 3680.457520
	Iteration 17Q: 3 clusters Score -7606756 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -7607508.000000 Penalty: 3680.457520
	Iteration 18Q: 3 clusters Score -7607508 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -7608175.500000 Penalty: 3680.457520
	Iteration 19Q: 3 clusters Score -7608176 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -7608847.000000 Penalty: 3680.457520
	Iteration 20F: 3 clusters Score -7608847 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -7609436.000000 Penalty: 3680.457520
	Iteration 21Q: 3 clusters Score -7609436 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73416 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -7610036.000000 Penalty: 3680.457520
	Iteration 22Q: 3 clusters Score -7610036 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74534 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -7610552.500000 Penalty: 3680.457520
	Iteration 23Q: 3 clusters Score -7610552 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -7611062.000000 Penalty: 3680.457520
	Iteration 24Q: 3 clusters Score -7611062 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -7611439.000000 Penalty: 3680.457520
	Iteration 25Q: 3 clusters Score -7611439 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77091 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -7611776.500000 Penalty: 3680.457520
	Iteration 26Q: 3 clusters Score -7611776 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -7612059.500000 Penalty: 3680.457520
	Iteration 27Q: 3 clusters Score -7612060 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78239 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -7612301.500000 Penalty: 3680.457520
	Iteration 28Q: 3 clusters Score -7612302 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -7612451.500000 Penalty: 3680.457520
	Iteration 29Q: 3 clusters Score -7612452 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -7612590.000000 Penalty: 3680.457520
	Iteration 30Q: 3 clusters Score -7612590 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -7612720.500000 Penalty: 3680.457520
	Iteration 31Q: 3 clusters Score -7612720 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7612814.500000 Penalty: 3680.457520
	Iteration 32Q: 3 clusters Score -7612814 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -7612872.000000 Penalty: 3680.457520
	Iteration 33Q: 3 clusters Score -7612872 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -7612934.000000 Penalty: 3680.457520
	Iteration 34Q: 3 clusters Score -7612934 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80178 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -7612948.000000 Penalty: 3680.457520
	Iteration 35Q: 3 clusters Score -7612948 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7612978.500000 Penalty: 3680.457520
	Iteration 36Q: 3 clusters Score -7612978 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7612988.500000 Penalty: 3680.457520
	Iteration 37Q: 3 clusters Score -7612988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80471 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7613007.500000 Penalty: 3680.457520
	Iteration 38Q: 3 clusters Score -7613008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7613025.000000 Penalty: 3680.457520
	Iteration 39Q: 3 clusters Score -7613025 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80595 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7613034.000000 Penalty: 3680.457520
	Iteration 40F: 3 clusters Score -7613034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80638 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -7613046.500000 Penalty: 3680.457520
	Iteration 41Q: 3 clusters Score -7613046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7613062.000000 Penalty: 3680.457520
	Iteration 42Q: 3 clusters Score -7613062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7613059.000000 Penalty: 3680.457520
	Iteration 43Q: 3 clusters Score -7613059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7613062.000000 Penalty: 3680.457520
	Iteration 44Q: 3 clusters Score -7613062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7613066.500000 Penalty: 3680.457520
	Iteration 45Q: 3 clusters Score -7613066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80790 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7613068.500000 Penalty: 3680.457520
	Iteration 46Q: 3 clusters Score -7613068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7613070.500000 Penalty: 3680.457520
	Iteration 47Q: 3 clusters Score -7613070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7613074.000000 Penalty: 3680.457520
	Iteration 48Q: 3 clusters Score -7613074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7613075.000000 Penalty: 3680.457520
	Iteration 49Q: 3 clusters Score -7613075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7613075.000000 Penalty: 3680.457520
	Iteration 50Q: 3 clusters Score -7613075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80838 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -7613078.500000 Penalty: 3680.457520
	Iteration 51Q: 3 clusters Score -7613078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7613073.000000 Penalty: 3680.457520
	Iteration 52Q: 3 clusters Score -7613073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7613076.500000 Penalty: 3680.457520
	Iteration 53Q: 3 clusters Score -7613076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7613076.000000 Penalty: 3680.457520
	Iteration 54Q: 3 clusters Score -7613076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7613076.000000 Penalty: 3680.457520
	Iteration 55Q: 3 clusters Score -7613076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80863 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7613071.500000 Penalty: 3680.457520
	Iteration 56Q: 3 clusters Score -7613072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7613072.500000 Penalty: 3680.457520
	Iteration 57Q: 3 clusters Score -7613072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7613076.000000 Penalty: 3680.457520
	Iteration 58Q: 3 clusters Score -7613076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7613084.000000 Penalty: 3680.457520
	Iteration 59Q: 3 clusters Score -7613084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80897 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7613077.000000 Penalty: 3680.457520
	Iteration 60F: 3 clusters Score -7613077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7613075.000000 Penalty: 3680.457520
	Iteration 61Q: 3 clusters Score -7613075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7613077.000000 Penalty: 3680.457520
	Iteration 62Q: 3 clusters Score -7613077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7613073.500000 Penalty: 3680.457520
	Iteration 63Q: 3 clusters Score -7613074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7613078.500000 Penalty: 3680.457520
	Iteration 64Q: 3 clusters Score -7613078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7613077.000000 Penalty: 3680.457520
	Iteration 65Q: 3 clusters Score -7613077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7613072.500000 Penalty: 3680.457520
	Iteration 66Q: 3 clusters Score -7613072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7613073.500000 Penalty: 3680.457520
	Iteration 67Q: 3 clusters Score -7613074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7613073.500000 Penalty: 3680.457520
	Iteration 68F: 3 clusters Score -7613074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Entering Unmasked Estep 
Score: -519345.375000 Penalty: 1409.167603
	Iteration 0F: 2 clusters Score -519345.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -514812.750000 Penalty: 2818.335205
	Iteration 0F: 3 clusters Score -514812.8 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -516036.562500 Penalty: 2818.335205
	Iteration 1F: 3 clusters Score -516036.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -516311.968750 Penalty: 2818.335205
	Iteration 2F: 3 clusters Score -516312 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -516592.062500 Penalty: 2818.335205
	Iteration 3F: 3 clusters Score -516592.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -516837.625000 Penalty: 2818.335205
	Iteration 4F: 3 clusters Score -516837.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -517091.156250 Penalty: 2818.335205
	Iteration 5F: 3 clusters Score -517091.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -517374.406250 Penalty: 2818.335205
	Iteration 6F: 3 clusters Score -517374.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -517685.031250 Penalty: 2818.335205
	Iteration 7F: 3 clusters Score -517685 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -517992.000000 Penalty: 2818.335205
	Iteration 8F: 3 clusters Score -517992 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -518256.187500 Penalty: 2818.335205
	Iteration 9F: 3 clusters Score -518256.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -518432.093750 Penalty: 2818.335205
	Iteration 10Q: 3 clusters Score -518432.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -518551.750000 Penalty: 2818.335205
	Iteration 11Q: 3 clusters Score -518551.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -518635.812500 Penalty: 2818.335205
	Iteration 12Q: 3 clusters Score -518635.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -518684.250000 Penalty: 2818.335205
	Iteration 13Q: 3 clusters Score -518684.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -518720.531250 Penalty: 2818.335205
	Iteration 14Q: 3 clusters Score -518720.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -518754.125000 Penalty: 2818.335205
	Iteration 15Q: 3 clusters Score -518754.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -518786.625000 Penalty: 2818.335205
	Iteration 16Q: 3 clusters Score -518786.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -518812.187500 Penalty: 2818.335205
	Iteration 17Q: 3 clusters Score -518812.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -518833.531250 Penalty: 2818.335205
	Iteration 18Q: 3 clusters Score -518833.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -518845.750000 Penalty: 2818.335205
	Iteration 19Q: 3 clusters Score -518845.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -518855.968750 Penalty: 2818.335205
	Iteration 20F: 3 clusters Score -518856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -518868.562500 Penalty: 2818.335205
	Iteration 21Q: 3 clusters Score -518868.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -518880.187500 Penalty: 2818.335205
	Iteration 22Q: 3 clusters Score -518880.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -518889.437500 Penalty: 2818.335205
	Iteration 23Q: 3 clusters Score -518889.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -518898.750000 Penalty: 2818.335205
	Iteration 24Q: 3 clusters Score -518898.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -518909.062500 Penalty: 2818.335205
	Iteration 25Q: 3 clusters Score -518909.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -518924.937500 Penalty: 2818.335205
	Iteration 26Q: 3 clusters Score -518924.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -518942.125000 Penalty: 2818.335205
	Iteration 27Q: 3 clusters Score -518942.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -518959.218750 Penalty: 2818.335205
	Iteration 28Q: 3 clusters Score -518959.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -518973.843750 Penalty: 2818.335205
	Iteration 29Q: 3 clusters Score -518973.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -518983.906250 Penalty: 2818.335205
	Iteration 30Q: 3 clusters Score -518983.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -518993.125000 Penalty: 2818.335205
	Iteration 31Q: 3 clusters Score -518993.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -518998.875000 Penalty: 2818.335205
	Iteration 32Q: 3 clusters Score -518998.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -519002.156250 Penalty: 2818.335205
	Iteration 33Q: 3 clusters Score -519002.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -519005.687500 Penalty: 2818.335205
	Iteration 34Q: 3 clusters Score -519005.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -519007.937500 Penalty: 2818.335205
	Iteration 35Q: 3 clusters Score -519007.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -519008.625000 Penalty: 2818.335205
	Iteration 36Q: 3 clusters Score -519008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -519010.031250 Penalty: 2818.335205
	Iteration 37Q: 3 clusters Score -519010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -519011.062500 Penalty: 2818.335205
	Iteration 38Q: 3 clusters Score -519011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -519012.531250 Penalty: 2818.335205
	Iteration 39Q: 3 clusters Score -519012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -519012.437500 Penalty: 2818.335205
	Iteration 40F: 3 clusters Score -519012.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -130332.773438 Penalty: 1184.783325
	Iteration 0F: 2 clusters Score -130332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -128609.585938 Penalty: 2369.566650
	Iteration 0F: 3 clusters Score -128609.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -129001.593750 Penalty: 2369.566650
	Iteration 1F: 3 clusters Score -129001.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -129139.015625 Penalty: 2369.566650
	Iteration 2F: 3 clusters Score -129139 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -129316.343750 Penalty: 2369.566650
	Iteration 3F: 3 clusters Score -129316.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129613.273438 Penalty: 2369.566650
	Iteration 4F: 3 clusters Score -129613.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -130230.945312 Penalty: 2369.566650
	Iteration 5F: 3 clusters Score -130230.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -130796.507812 Penalty: 2369.566650
	Iteration 6F: 3 clusters Score -130796.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -131015.835938 Penalty: 2369.566650
	Iteration 7F: 3 clusters Score -131015.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -131091.968750 Penalty: 2369.566650
	Iteration 8Q: 3 clusters Score -131092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -131136.750000 Penalty: 2369.566650
	Iteration 9Q: 3 clusters Score -131136.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -131161.078125 Penalty: 2369.566650
	Iteration 10Q: 3 clusters Score -131161.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -131173.421875 Penalty: 2369.566650
	Iteration 11Q: 3 clusters Score -131173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -131175.828125 Penalty: 2369.566650
	Iteration 12Q: 3 clusters Score -131175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -131175.828125 Penalty: 2369.566650
	Iteration 13F: 3 clusters Score -131175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 444 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 11634 members 
Mstep: Class 5 contains 122464 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 11435 members 
Mstep: Class 9 contains 9644 members 
Mstep: Class 10 contains 21595 members 
Mstep: Class 11 contains 12023 members 
Mstep: Class 12 contains 8960 members 
Mstep: Class 13 contains 63570 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 82825 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 1023 members 
Mstep: Class 19 contains 87246 members 
Mstep: Class 21 contains 25556 members 
Mstep: Class 22 contains 113063 members 
Entering Unmasked Estep 
Score: -53840916.000000 Penalty: 43208.519531
Splitting cluster 17 changes total score from -53840836.000000 to -53840916.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 19 (87246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Entering Unmasked Estep 
Score: -7999512.000000 Penalty: 1848.679077
	Iteration 0F: 2 clusters Score -7999512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -7941300.000000 Penalty: 3697.358154
	Iteration 0F: 3 clusters Score -7941300 nChanged 41776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -7965322.000000 Penalty: 3697.358154
	Iteration 1F: 3 clusters Score -7965322 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -7966038.500000 Penalty: 3697.358154
	Iteration 2Q: 3 clusters Score -7966038 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -7967018.500000 Penalty: 3697.358154
	Iteration 3Q: 3 clusters Score -7967018 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -7968580.000000 Penalty: 3697.358154
	Iteration 4Q: 3 clusters Score -7968580 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -7971161.000000 Penalty: 3697.358154
	Iteration 5F: 3 clusters Score -7971161 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -7975237.000000 Penalty: 3697.358154
	Iteration 6F: 3 clusters Score -7975237 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -7980770.000000 Penalty: 3697.358154
	Iteration 7F: 3 clusters Score -7980770 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -7986448.500000 Penalty: 3697.358154
	Iteration 8F: 3 clusters Score -7986448 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -7991139.000000 Penalty: 3697.358154
	Iteration 9F: 3 clusters Score -7991139 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -7994226.500000 Penalty: 3697.358154
	Iteration 10Q: 3 clusters Score -7994226 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -7996035.500000 Penalty: 3697.358154
	Iteration 11Q: 3 clusters Score -7996036 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -7997024.500000 Penalty: 3697.358154
	Iteration 12Q: 3 clusters Score -7997024 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -7997506.000000 Penalty: 3697.358154
	Iteration 13Q: 3 clusters Score -7997506 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -7997724.000000 Penalty: 3697.358154
	Iteration 14Q: 3 clusters Score -7997724 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -7997869.500000 Penalty: 3697.358154
	Iteration 15Q: 3 clusters Score -7997870 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -7997978.500000 Penalty: 3697.358154
	Iteration 16Q: 3 clusters Score -7997978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -7998001.000000 Penalty: 3697.358154
	Iteration 17Q: 3 clusters Score -7998001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 86779 members 
Entering Unmasked Estep 
Score: -7998022.500000 Penalty: 3697.358154
	Iteration 18Q: 3 clusters Score -7998022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 86786 members 
Entering Unmasked Estep 
Score: -7998031.500000 Penalty: 3697.358154
	Iteration 19Q: 3 clusters Score -7998032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -7998042.500000 Penalty: 3697.358154
	Iteration 20F: 3 clusters Score -7998042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 86800 members 
Entering Unmasked Estep 
Score: -7998050.500000 Penalty: 3697.358154
	Iteration 21Q: 3 clusters Score -7998050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -7998061.000000 Penalty: 3697.358154
	Iteration 22Q: 3 clusters Score -7998061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -7998054.500000 Penalty: 3697.358154
	Iteration 23Q: 3 clusters Score -7998054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -7998059.000000 Penalty: 3697.358154
	Iteration 24Q: 3 clusters Score -7998059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 86810 members 
Entering Unmasked Estep 
Score: -7998063.500000 Penalty: 3697.358154
	Iteration 25Q: 3 clusters Score -7998064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -7998066.000000 Penalty: 3697.358154
	Iteration 26Q: 3 clusters Score -7998066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 86810 members 
Entering Unmasked Estep 
Score: -7998062.000000 Penalty: 3697.358154
	Iteration 27Q: 3 clusters Score -7998062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 86809 members 
Entering Unmasked Estep 
Score: -7998057.000000 Penalty: 3697.358154
	Iteration 28Q: 3 clusters Score -7998057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 86809 members 
Entering Unmasked Estep 
Score: -7998057.000000 Penalty: 3697.358154
	Iteration 29F: 3 clusters Score -7998057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Entering Unmasked Estep 
Score: -2394862.250000 Penalty: 1649.151978
	Iteration 0F: 2 clusters Score -2394862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2377585.750000 Penalty: 3298.303955
	Iteration 0F: 3 clusters Score -2377586 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2384100.000000 Penalty: 3298.303955
	Iteration 1F: 3 clusters Score -2384100 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2384610.250000 Penalty: 3298.303955
	Iteration 2Q: 3 clusters Score -2384610 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2385418.000000 Penalty: 3298.303955
	Iteration 3F: 3 clusters Score -2385418 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2386554.750000 Penalty: 3298.303955
	Iteration 4F: 3 clusters Score -2386555 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2388055.250000 Penalty: 3298.303955
	Iteration 5F: 3 clusters Score -2388055 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2389607.250000 Penalty: 3298.303955
	Iteration 6F: 3 clusters Score -2389607 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2390904.000000 Penalty: 3298.303955
	Iteration 7F: 3 clusters Score -2390904 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2391613.250000 Penalty: 3298.303955
	Iteration 8Q: 3 clusters Score -2391613 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2392000.500000 Penalty: 3298.303955
	Iteration 9Q: 3 clusters Score -2392000 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2392244.000000 Penalty: 3298.303955
	Iteration 10Q: 3 clusters Score -2392244 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2392389.750000 Penalty: 3298.303955
	Iteration 11Q: 3 clusters Score -2392390 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2392510.250000 Penalty: 3298.303955
	Iteration 12Q: 3 clusters Score -2392510 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2392621.000000 Penalty: 3298.303955
	Iteration 13Q: 3 clusters Score -2392621 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2392717.250000 Penalty: 3298.303955
	Iteration 14Q: 3 clusters Score -2392717 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2392795.000000 Penalty: 3298.303955
	Iteration 15Q: 3 clusters Score -2392795 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2392844.250000 Penalty: 3298.303955
	Iteration 16Q: 3 clusters Score -2392844 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2392916.750000 Penalty: 3298.303955
	Iteration 17Q: 3 clusters Score -2392917 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2392963.250000 Penalty: 3298.303955
	Iteration 18Q: 3 clusters Score -2392963 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2393012.250000 Penalty: 3298.303955
	Iteration 19Q: 3 clusters Score -2393012 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2393061.750000 Penalty: 3298.303955
	Iteration 20F: 3 clusters Score -2393062 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2393092.250000 Penalty: 3298.303955
	Iteration 21Q: 3 clusters Score -2393092 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2393118.000000 Penalty: 3298.303955
	Iteration 22Q: 3 clusters Score -2393118 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2393149.750000 Penalty: 3298.303955
	Iteration 23Q: 3 clusters Score -2393150 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2393169.000000 Penalty: 3298.303955
	Iteration 24Q: 3 clusters Score -2393169 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2393203.250000 Penalty: 3298.303955
	Iteration 25Q: 3 clusters Score -2393203 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2393214.000000 Penalty: 3298.303955
	Iteration 26Q: 3 clusters Score -2393214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2393237.500000 Penalty: 3298.303955
	Iteration 27Q: 3 clusters Score -2393238 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2393258.500000 Penalty: 3298.303955
	Iteration 28Q: 3 clusters Score -2393258 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2393282.250000 Penalty: 3298.303955
	Iteration 29Q: 3 clusters Score -2393282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2393303.500000 Penalty: 3298.303955
	Iteration 30Q: 3 clusters Score -2393304 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2393333.500000 Penalty: 3298.303955
	Iteration 31Q: 3 clusters Score -2393334 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2393355.000000 Penalty: 3298.303955
	Iteration 32Q: 3 clusters Score -2393355 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2393382.250000 Penalty: 3298.303955
	Iteration 33Q: 3 clusters Score -2393382 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2393399.250000 Penalty: 3298.303955
	Iteration 34Q: 3 clusters Score -2393399 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2393422.750000 Penalty: 3298.303955
	Iteration 35Q: 3 clusters Score -2393423 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -2393440.500000 Penalty: 3298.303955
	Iteration 36Q: 3 clusters Score -2393440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2393455.250000 Penalty: 3298.303955
	Iteration 37Q: 3 clusters Score -2393455 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2393478.750000 Penalty: 3298.303955
	Iteration 38Q: 3 clusters Score -2393479 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -2393494.750000 Penalty: 3298.303955
	Iteration 39Q: 3 clusters Score -2393495 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2393504.500000 Penalty: 3298.303955
	Iteration 40F: 3 clusters Score -2393504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2393515.500000 Penalty: 3298.303955
	Iteration 41Q: 3 clusters Score -2393516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2393533.000000 Penalty: 3298.303955
	Iteration 42Q: 3 clusters Score -2393533 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2393546.000000 Penalty: 3298.303955
	Iteration 43Q: 3 clusters Score -2393546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2393559.750000 Penalty: 3298.303955
	Iteration 44Q: 3 clusters Score -2393560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2393573.750000 Penalty: 3298.303955
	Iteration 45Q: 3 clusters Score -2393574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2393586.500000 Penalty: 3298.303955
	Iteration 46Q: 3 clusters Score -2393586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2393605.750000 Penalty: 3298.303955
	Iteration 47Q: 3 clusters Score -2393606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -2393611.750000 Penalty: 3298.303955
	Iteration 48Q: 3 clusters Score -2393612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -2393629.000000 Penalty: 3298.303955
	Iteration 49Q: 3 clusters Score -2393629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2393637.250000 Penalty: 3298.303955
	Iteration 50Q: 3 clusters Score -2393637 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2393656.750000 Penalty: 3298.303955
	Iteration 51Q: 3 clusters Score -2393657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2393668.250000 Penalty: 3298.303955
	Iteration 52Q: 3 clusters Score -2393668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2393664.250000 Penalty: 3298.303955
	Iteration 53Q: 3 clusters Score -2393664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2393671.000000 Penalty: 3298.303955
	Iteration 54Q: 3 clusters Score -2393671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2393670.750000 Penalty: 3298.303955
	Iteration 55Q: 3 clusters Score -2393671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -2393670.500000 Penalty: 3298.303955
	Iteration 56Q: 3 clusters Score -2393670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2393680.250000 Penalty: 3298.303955
	Iteration 57Q: 3 clusters Score -2393680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2393677.750000 Penalty: 3298.303955
	Iteration 58Q: 3 clusters Score -2393678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -2393681.000000 Penalty: 3298.303955
	Iteration 59Q: 3 clusters Score -2393681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2393687.250000 Penalty: 3298.303955
	Iteration 60F: 3 clusters Score -2393687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2393689.000000 Penalty: 3298.303955
	Iteration 61Q: 3 clusters Score -2393689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2393687.250000 Penalty: 3298.303955
	Iteration 62Q: 3 clusters Score -2393687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2393688.750000 Penalty: 3298.303955
	Iteration 63Q: 3 clusters Score -2393689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2393689.750000 Penalty: 3298.303955
	Iteration 64Q: 3 clusters Score -2393690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2393685.750000 Penalty: 3298.303955
	Iteration 65Q: 3 clusters Score -2393686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2393688.500000 Penalty: 3298.303955
	Iteration 66Q: 3 clusters Score -2393688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2393689.000000 Penalty: 3298.303955
	Iteration 67Q: 3 clusters Score -2393689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2393689.000000 Penalty: 3298.303955
	Iteration 68F: 3 clusters Score -2393689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (113063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113063 members 
Entering Unmasked Estep 
Score: -11101480.000000 Penalty: 1890.801270
	Iteration 0F: 2 clusters Score -1.110148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -11033507.000000 Penalty: 3781.602539
	Iteration 0F: 3 clusters Score -1.103351e+07 nChanged 54373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -11065415.000000 Penalty: 3781.602539
	Iteration 1F: 3 clusters Score -1.106542e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -11066573.000000 Penalty: 3781.602539
	Iteration 2Q: 3 clusters Score -1.106657e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 66783 members 
Entering Unmasked Estep 
Score: -11068461.000000 Penalty: 3781.602539
	Iteration 3Q: 3 clusters Score -1.106846e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -11071708.000000 Penalty: 3781.602539
	Iteration 4F: 3 clusters Score -1.107171e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 79761 members 
Entering Unmasked Estep 
Score: -11076664.000000 Penalty: 3781.602539
	Iteration 5F: 3 clusters Score -1.107666e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -11082872.000000 Penalty: 3781.602539
	Iteration 6F: 3 clusters Score -1.108287e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -11088322.000000 Penalty: 3781.602539
	Iteration 7F: 3 clusters Score -1.108832e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 99753 members 
Entering Unmasked Estep 
Score: -11092349.000000 Penalty: 3781.602539
	Iteration 8Q: 3 clusters Score -1.109235e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 102319 members 
Entering Unmasked Estep 
Score: -11094789.000000 Penalty: 3781.602539
	Iteration 9Q: 3 clusters Score -1.109479e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 103744 members 
Entering Unmasked Estep 
Score: -11096246.000000 Penalty: 3781.602539
	Iteration 10Q: 3 clusters Score -1.109625e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 104612 members 
Entering Unmasked Estep 
Score: -11097121.000000 Penalty: 3781.602539
	Iteration 11Q: 3 clusters Score -1.109712e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 105289 members 
Entering Unmasked Estep 
Score: -11097663.000000 Penalty: 3781.602539
	Iteration 12Q: 3 clusters Score -1.109766e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 105835 members 
Entering Unmasked Estep 
Score: -11098080.000000 Penalty: 3781.602539
	Iteration 13Q: 3 clusters Score -1.109808e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 106314 members 
Entering Unmasked Estep 
Score: -11098351.000000 Penalty: 3781.602539
	Iteration 14Q: 3 clusters Score -1.109835e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -11098626.000000 Penalty: 3781.602539
	Iteration 15Q: 3 clusters Score -1.109863e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 107122 members 
Entering Unmasked Estep 
Score: -11098897.000000 Penalty: 3781.602539
	Iteration 16Q: 3 clusters Score -1.10989e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 107441 members 
Entering Unmasked Estep 
Score: -11099063.000000 Penalty: 3781.602539
	Iteration 17Q: 3 clusters Score -1.109906e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 107750 members 
Entering Unmasked Estep 
Score: -11099265.000000 Penalty: 3781.602539
	Iteration 18Q: 3 clusters Score -1.109926e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 108029 members 
Entering Unmasked Estep 
Score: -11099491.000000 Penalty: 3781.602539
	Iteration 19Q: 3 clusters Score -1.109949e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 108249 members 
Entering Unmasked Estep 
Score: -11099638.000000 Penalty: 3781.602539
	Iteration 20F: 3 clusters Score -1.109964e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 108436 members 
Entering Unmasked Estep 
Score: -11099721.000000 Penalty: 3781.602539
	Iteration 21Q: 3 clusters Score -1.109972e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 108607 members 
Entering Unmasked Estep 
Score: -11099820.000000 Penalty: 3781.602539
	Iteration 22Q: 3 clusters Score -1.109982e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 108775 members 
Entering Unmasked Estep 
Score: -11099893.000000 Penalty: 3781.602539
	Iteration 23Q: 3 clusters Score -1.109989e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 108921 members 
Entering Unmasked Estep 
Score: -11099956.000000 Penalty: 3781.602539
	Iteration 24Q: 3 clusters Score -1.109996e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 109051 members 
Entering Unmasked Estep 
Score: -11100039.000000 Penalty: 3781.602539
	Iteration 25Q: 3 clusters Score -1.110004e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 109179 members 
Entering Unmasked Estep 
Score: -11100032.000000 Penalty: 3781.602539
	Iteration 26Q: 3 clusters Score -1.110003e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 109300 members 
Entering Unmasked Estep 
Score: -11100063.000000 Penalty: 3781.602539
	Iteration 27Q: 3 clusters Score -1.110006e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 109384 members 
Entering Unmasked Estep 
Score: -11100089.000000 Penalty: 3781.602539
	Iteration 28Q: 3 clusters Score -1.110009e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 109451 members 
Entering Unmasked Estep 
Score: -11100099.000000 Penalty: 3781.602539
	Iteration 29Q: 3 clusters Score -1.11001e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 109516 members 
Entering Unmasked Estep 
Score: -11100132.000000 Penalty: 3781.602539
	Iteration 30Q: 3 clusters Score -1.110013e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 109573 members 
Entering Unmasked Estep 
Score: -11100152.000000 Penalty: 3781.602539
	Iteration 31Q: 3 clusters Score -1.110015e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -11100169.000000 Penalty: 3781.602539
	Iteration 32Q: 3 clusters Score -1.110017e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 109657 members 
Entering Unmasked Estep 
Score: -11100192.000000 Penalty: 3781.602539
	Iteration 33Q: 3 clusters Score -1.110019e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 109692 members 
Entering Unmasked Estep 
Score: -11100200.000000 Penalty: 3781.602539
	Iteration 34Q: 3 clusters Score -1.11002e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 109729 members 
Entering Unmasked Estep 
Score: -11100213.000000 Penalty: 3781.602539
	Iteration 35Q: 3 clusters Score -1.110021e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 109760 members 
Entering Unmasked Estep 
Score: -11100209.000000 Penalty: 3781.602539
	Iteration 36Q: 3 clusters Score -1.110021e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 109786 members 
Entering Unmasked Estep 
Score: -11100205.000000 Penalty: 3781.602539
	Iteration 37Q: 3 clusters Score -1.11002e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -11100204.000000 Penalty: 3781.602539
	Iteration 38Q: 3 clusters Score -1.11002e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 109846 members 
Entering Unmasked Estep 
Score: -11100228.000000 Penalty: 3781.602539
	Iteration 39Q: 3 clusters Score -1.110023e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 109885 members 
Entering Unmasked Estep 
Score: -11100227.000000 Penalty: 3781.602539
	Iteration 40F: 3 clusters Score -1.110023e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 109914 members 
Entering Unmasked Estep 
Score: -11100230.000000 Penalty: 3781.602539
	Iteration 41Q: 3 clusters Score -1.110023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 109932 members 
Entering Unmasked Estep 
Score: -11100226.000000 Penalty: 3781.602539
	Iteration 42Q: 3 clusters Score -1.110023e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 109959 members 
Entering Unmasked Estep 
Score: -11100209.000000 Penalty: 3781.602539
	Iteration 43Q: 3 clusters Score -1.110021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 109984 members 
Entering Unmasked Estep 
Score: -11100228.000000 Penalty: 3781.602539
	Iteration 44Q: 3 clusters Score -1.110023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 110006 members 
Entering Unmasked Estep 
Score: -11100234.000000 Penalty: 3781.602539
	Iteration 45Q: 3 clusters Score -1.110023e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 110032 members 
Entering Unmasked Estep 
Score: -11100248.000000 Penalty: 3781.602539
	Iteration 46Q: 3 clusters Score -1.110025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 110049 members 
Entering Unmasked Estep 
Score: -11100237.000000 Penalty: 3781.602539
	Iteration 47Q: 3 clusters Score -1.110024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 110065 members 
Entering Unmasked Estep 
Score: -11100242.000000 Penalty: 3781.602539
	Iteration 48Q: 3 clusters Score -1.110024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 110085 members 
Entering Unmasked Estep 
Score: -11100250.000000 Penalty: 3781.602539
	Iteration 49Q: 3 clusters Score -1.110025e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 110106 members 
Entering Unmasked Estep 
Score: -11100264.000000 Penalty: 3781.602539
	Iteration 50Q: 3 clusters Score -1.110026e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 110135 members 
Entering Unmasked Estep 
Score: -11100269.000000 Penalty: 3781.602539
	Iteration 51Q: 3 clusters Score -1.110027e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 110162 members 
Entering Unmasked Estep 
Score: -11100304.000000 Penalty: 3781.602539
	Iteration 52Q: 3 clusters Score -1.11003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 110179 members 
Entering Unmasked Estep 
Score: -11100298.000000 Penalty: 3781.602539
	Iteration 53Q: 3 clusters Score -1.11003e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
Score: -11100284.000000 Penalty: 3781.602539
	Iteration 54Q: 3 clusters Score -1.110028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 110216 members 
Entering Unmasked Estep 
Score: -11100286.000000 Penalty: 3781.602539
	Iteration 55Q: 3 clusters Score -1.110029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 110235 members 
Entering Unmasked Estep 
Score: -11100302.000000 Penalty: 3781.602539
	Iteration 56Q: 3 clusters Score -1.11003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 110256 members 
Entering Unmasked Estep 
Score: -11100293.000000 Penalty: 3781.602539
	Iteration 57Q: 3 clusters Score -1.110029e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 110285 members 
Entering Unmasked Estep 
Score: -11100282.000000 Penalty: 3781.602539
	Iteration 58Q: 3 clusters Score -1.110028e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 110311 members 
Entering Unmasked Estep 
Score: -11100296.000000 Penalty: 3781.602539
	Iteration 59Q: 3 clusters Score -1.11003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 110324 members 
Entering Unmasked Estep 
Score: -11100294.000000 Penalty: 3781.602539
	Iteration 60F: 3 clusters Score -1.110029e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 110345 members 
Entering Unmasked Estep 
Score: -11100317.000000 Penalty: 3781.602539
	Iteration 61Q: 3 clusters Score -1.110032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 110354 members 
Entering Unmasked Estep 
Score: -11100316.000000 Penalty: 3781.602539
	Iteration 62Q: 3 clusters Score -1.110032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 110361 members 
Entering Unmasked Estep 
Score: -11100312.000000 Penalty: 3781.602539
	Iteration 63Q: 3 clusters Score -1.110031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 110367 members 
Entering Unmasked Estep 
Score: -11100328.000000 Penalty: 3781.602539
	Iteration 64Q: 3 clusters Score -1.110033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 110373 members 
Entering Unmasked Estep 
Score: -11100336.000000 Penalty: 3781.602539
	Iteration 65Q: 3 clusters Score -1.110034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
Score: -11100330.000000 Penalty: 3781.602539
	Iteration 66Q: 3 clusters Score -1.110033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 110382 members 
Entering Unmasked Estep 
Score: -11100326.000000 Penalty: 3781.602539
	Iteration 67Q: 3 clusters Score -1.110033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 110389 members 
Entering Unmasked Estep 
Score: -11100331.000000 Penalty: 3781.602539
	Iteration 68Q: 3 clusters Score -1.110033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 110395 members 
Entering Unmasked Estep 
Score: -11100332.000000 Penalty: 3781.602539
	Iteration 69Q: 3 clusters Score -1.110033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 110397 members 
Entering Unmasked Estep 
Score: -11100338.000000 Penalty: 3781.602539
	Iteration 70Q: 3 clusters Score -1.110034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 110398 members 
Entering Unmasked Estep 
Score: -11100343.000000 Penalty: 3781.602539
	Iteration 71Q: 3 clusters Score -1.110034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 110401 members 
Entering Unmasked Estep 
Score: -11100337.000000 Penalty: 3781.602539
	Iteration 72Q: 3 clusters Score -1.110034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -11100332.000000 Penalty: 3781.602539
	Iteration 73Q: 3 clusters Score -1.110033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 110405 members 
Entering Unmasked Estep 
Score: -11100331.000000 Penalty: 3781.602539
	Iteration 74Q: 3 clusters Score -1.110033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 110410 members 
Entering Unmasked Estep 
Score: -11100332.000000 Penalty: 3781.602539
	Iteration 75Q: 3 clusters Score -1.110033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 110413 members 
Entering Unmasked Estep 
Score: -11100337.000000 Penalty: 3781.602539
	Iteration 76Q: 3 clusters Score -1.110034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 110416 members 
Entering Unmasked Estep 
Score: -11100332.000000 Penalty: 3781.602539
	Iteration 77Q: 3 clusters Score -1.110033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 110416 members 
Entering Unmasked Estep 
Score: -11100334.000000 Penalty: 3781.602539
	Iteration 78Q: 3 clusters Score -1.110033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -11100330.000000 Penalty: 3781.602539
	Iteration 79Q: 3 clusters Score -1.110033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -11100326.000000 Penalty: 3781.602539
	Iteration 80F: 3 clusters Score -1.110033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 110422 members 
Entering Unmasked Estep 
Score: -11100326.000000 Penalty: 3781.602539
	Iteration 81Q: 3 clusters Score -1.110033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 110423 members 
Entering Unmasked Estep 
Score: -11100340.000000 Penalty: 3781.602539
	Iteration 82Q: 3 clusters Score -1.110034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 110425 members 
Entering Unmasked Estep 
Score: -11100342.000000 Penalty: 3781.602539
	Iteration 83Q: 3 clusters Score -1.110034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 110428 members 
Entering Unmasked Estep 
Score: -11100332.000000 Penalty: 3781.602539
	Iteration 84Q: 3 clusters Score -1.110033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 110429 members 
Entering Unmasked Estep 
Score: -11100338.000000 Penalty: 3781.602539
	Iteration 85Q: 3 clusters Score -1.110034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 110430 members 
Entering Unmasked Estep 
Score: -11100332.000000 Penalty: 3781.602539
	Iteration 86Q: 3 clusters Score -1.110033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 110430 members 
Entering Unmasked Estep 
Score: -11100332.000000 Penalty: 3781.602539
	Iteration 87F: 3 clusters Score -1.110033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 11634 members 
Mstep: Class 5 contains 122464 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 11435 members 
Mstep: Class 9 contains 9644 members 
Mstep: Class 10 contains 21595 members 
Mstep: Class 11 contains 12023 members 
Mstep: Class 12 contains 8960 members 
Mstep: Class 13 contains 63570 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 82825 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 1023 members 
Mstep: Class 19 contains 87246 members 
Mstep: Class 21 contains 25556 members 
Mstep: Class 22 contains 113063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53841308.000000 Penalty: 43208.519531
Iteration 79Q: 21 clusters Score -5.384131e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 11636 members 
Mstep: Class 5 contains 123301 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 8 contains 11449 members 
Mstep: Class 9 contains 9498 members 
Mstep: Class 10 contains 21564 members 
Mstep: Class 11 contains 12036 members 
Mstep: Class 12 contains 8956 members 
Mstep: Class 13 contains 63630 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 81886 members 
Mstep: Class 16 contains 5849 members 
Mstep: Class 17 contains 1188 members 
Mstep: Class 19 contains 87255 members 
Mstep: Class 21 contains 25634 members 
Mstep: Class 22 contains 113063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53841928.000000 Penalty: 43208.519531
Iteration 80F: 21 clusters Score -5.384193e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 455 members 
Mstep: Class 3 contains 2143 members 
Mstep: Class 4 contains 11551 members 
Mstep: Class 5 contains 124114 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 11462 members 
Mstep: Class 9 contains 9420 members 
Mstep: Class 10 contains 21533 members 
Mstep: Class 11 contains 12051 members 
Mstep: Class 12 contains 8950 members 
Mstep: Class 13 contains 63625 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 80981 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 19 contains 87263 members 
Mstep: Class 21 contains 25701 members 
Mstep: Class 22 contains 113066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842456.000000 Penalty: 43208.519531
Iteration 81Q: 21 clusters Score -5.384246e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 511 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 11508 members 
Mstep: Class 5 contains 124936 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 11470 members 
Mstep: Class 9 contains 9375 members 
Mstep: Class 10 contains 21504 members 
Mstep: Class 11 contains 12064 members 
Mstep: Class 12 contains 8946 members 
Mstep: Class 13 contains 63642 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 80064 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 19 contains 87266 members 
Mstep: Class 21 contains 25754 members 
Mstep: Class 22 contains 113067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53842812.000000 Penalty: 43208.519531
Iteration 82Q: 21 clusters Score -5.384281e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 11482 members 
Mstep: Class 5 contains 125784 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 11473 members 
Mstep: Class 9 contains 9344 members 
Mstep: Class 10 contains 21468 members 
Mstep: Class 11 contains 12075 members 
Mstep: Class 12 contains 8946 members 
Mstep: Class 13 contains 63675 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 79120 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 19 contains 87266 members 
Mstep: Class 21 contains 25818 members 
Mstep: Class 22 contains 113065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843060.000000 Penalty: 43208.519531
Iteration 83Q: 21 clusters Score -5.384306e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 11432 members 
Mstep: Class 5 contains 126629 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1886 members 
Mstep: Class 8 contains 11473 members 
Mstep: Class 9 contains 9327 members 
Mstep: Class 10 contains 21437 members 
Mstep: Class 11 contains 12088 members 
Mstep: Class 12 contains 8945 members 
Mstep: Class 13 contains 63700 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 78212 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 19 contains 87266 members 
Mstep: Class 21 contains 25872 members 
Mstep: Class 22 contains 113065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843400.000000 Penalty: 43208.519531
Iteration 84Q: 21 clusters Score -5.38434e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 11398 members 
Mstep: Class 5 contains 127474 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 11479 members 
Mstep: Class 9 contains 9321 members 
Mstep: Class 10 contains 21401 members 
Mstep: Class 11 contains 12106 members 
Mstep: Class 12 contains 8942 members 
Mstep: Class 13 contains 63735 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 77327 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 19 contains 87267 members 
Mstep: Class 21 contains 25879 members 
Mstep: Class 22 contains 113066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843524.000000 Penalty: 43208.519531
Iteration 85Q: 21 clusters Score -5.384352e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 11373 members 
Mstep: Class 5 contains 128325 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 11473 members 
Mstep: Class 9 contains 9317 members 
Mstep: Class 10 contains 21373 members 
Mstep: Class 11 contains 12119 members 
Mstep: Class 12 contains 8936 members 
Mstep: Class 13 contains 63778 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 76431 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 1441 members 
Mstep: Class 19 contains 87270 members 
Mstep: Class 21 contains 25891 members 
Mstep: Class 22 contains 113067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843576.000000 Penalty: 43208.519531
Iteration 86Q: 21 clusters Score -5.384358e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 11355 members 
Mstep: Class 5 contains 129138 members 
Mstep: Class 6 contains 3818 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 11479 members 
Mstep: Class 9 contains 9315 members 
Mstep: Class 10 contains 21343 members 
Mstep: Class 11 contains 12132 members 
Mstep: Class 12 contains 8930 members 
Mstep: Class 13 contains 63829 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 75597 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 19 contains 87274 members 
Mstep: Class 21 contains 25879 members 
Mstep: Class 22 contains 113062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843516.000000 Penalty: 43208.519531
Iteration 87Q: 21 clusters Score -5.384352e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 129891 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 11484 members 
Mstep: Class 9 contains 9317 members 
Mstep: Class 10 contains 21320 members 
Mstep: Class 11 contains 12144 members 
Mstep: Class 12 contains 8917 members 
Mstep: Class 13 contains 63868 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 74814 members 
Mstep: Class 16 contains 5834 members 
Mstep: Class 17 contains 1447 members 
Mstep: Class 19 contains 87279 members 
Mstep: Class 21 contains 25876 members 
Mstep: Class 22 contains 113059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843616.000000 Penalty: 43208.519531
Iteration 88Q: 21 clusters Score -5.384362e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 11325 members 
Mstep: Class 5 contains 130683 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 11492 members 
Mstep: Class 9 contains 9311 members 
Mstep: Class 10 contains 21288 members 
Mstep: Class 11 contains 12158 members 
Mstep: Class 12 contains 8907 members 
Mstep: Class 13 contains 63929 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 74001 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 19 contains 87270 members 
Mstep: Class 21 contains 25872 members 
Mstep: Class 22 contains 113056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843720.000000 Penalty: 43208.519531
Iteration 89Q: 21 clusters Score -5.384372e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 11308 members 
Mstep: Class 5 contains 131443 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 11496 members 
Mstep: Class 9 contains 9309 members 
Mstep: Class 10 contains 21248 members 
Mstep: Class 11 contains 12177 members 
Mstep: Class 12 contains 8893 members 
Mstep: Class 13 contains 63998 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 73230 members 
Mstep: Class 16 contains 5826 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 19 contains 87271 members 
Mstep: Class 21 contains 25857 members 
Mstep: Class 22 contains 113051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843924.000000 Penalty: 43208.519531
Iteration 90Q: 21 clusters Score -5.384392e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 2153 members 
Mstep: Class 4 contains 11296 members 
Mstep: Class 5 contains 132173 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 11493 members 
Mstep: Class 9 contains 9311 members 
Mstep: Class 10 contains 21205 members 
Mstep: Class 11 contains 12200 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 64049 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 72478 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 19 contains 87276 members 
Mstep: Class 21 contains 25866 members 
Mstep: Class 22 contains 113054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844092.000000 Penalty: 43208.519531
Iteration 91Q: 21 clusters Score -5.384409e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 2157 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 132891 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 11490 members 
Mstep: Class 9 contains 9308 members 
Mstep: Class 10 contains 21160 members 
Mstep: Class 11 contains 12215 members 
Mstep: Class 12 contains 8858 members 
Mstep: Class 13 contains 64074 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 71781 members 
Mstep: Class 16 contains 5822 members 
Mstep: Class 17 contains 1450 members 
Mstep: Class 19 contains 87270 members 
Mstep: Class 21 contains 25872 members 
Mstep: Class 22 contains 113052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843912.000000 Penalty: 43208.519531
Iteration 92Q: 21 clusters Score -5.384391e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 809 members 
Mstep: Class 3 contains 2157 members 
Mstep: Class 4 contains 11281 members 
Mstep: Class 5 contains 133603 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 11491 members 
Mstep: Class 9 contains 9307 members 
Mstep: Class 10 contains 21113 members 
Mstep: Class 11 contains 12236 members 
Mstep: Class 12 contains 8844 members 
Mstep: Class 13 contains 64110 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 71087 members 
Mstep: Class 16 contains 5822 members 
Mstep: Class 17 contains 1451 members 
Mstep: Class 19 contains 87265 members 
Mstep: Class 21 contains 25860 members 
Mstep: Class 22 contains 113053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843916.000000 Penalty: 43208.519531
Iteration 93Q: 21 clusters Score -5.384392e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 813 members 
Mstep: Class 3 contains 2157 members 
Mstep: Class 4 contains 11275 members 
Mstep: Class 5 contains 134304 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 11492 members 
Mstep: Class 9 contains 9304 members 
Mstep: Class 10 contains 21064 members 
Mstep: Class 11 contains 12266 members 
Mstep: Class 12 contains 8833 members 
Mstep: Class 13 contains 64138 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 70419 members 
Mstep: Class 16 contains 5825 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 19 contains 87257 members 
Mstep: Class 21 contains 25837 members 
Mstep: Class 22 contains 113053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53843996.000000 Penalty: 43208.519531
Iteration 94Q: 21 clusters Score -5.3844e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 11270 members 
Mstep: Class 5 contains 134999 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 11492 members 
Mstep: Class 9 contains 9302 members 
Mstep: Class 10 contains 21007 members 
Mstep: Class 11 contains 12290 members 
Mstep: Class 12 contains 8825 members 
Mstep: Class 13 contains 64171 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 69755 members 
Mstep: Class 16 contains 5826 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 19 contains 87258 members 
Mstep: Class 21 contains 25820 members 
Mstep: Class 22 contains 113050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844056.000000 Penalty: 43208.519531
Iteration 95Q: 21 clusters Score -5.384406e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 11271 members 
Mstep: Class 5 contains 135693 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 11488 members 
Mstep: Class 9 contains 9302 members 
Mstep: Class 10 contains 20947 members 
Mstep: Class 11 contains 12314 members 
Mstep: Class 12 contains 8821 members 
Mstep: Class 13 contains 64197 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 69114 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 19 contains 87247 members 
Mstep: Class 21 contains 25790 members 
Mstep: Class 22 contains 113052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844044.000000 Penalty: 43208.519531
Iteration 96Q: 21 clusters Score -5.384404e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 136363 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 11484 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 20883 members 
Mstep: Class 11 contains 12350 members 
Mstep: Class 12 contains 8818 members 
Mstep: Class 13 contains 64208 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 68508 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 19 contains 87240 members 
Mstep: Class 21 contains 25756 members 
Mstep: Class 22 contains 113049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844092.000000 Penalty: 43208.519531
Iteration 97Q: 21 clusters Score -5.384409e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 136989 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 11489 members 
Mstep: Class 9 contains 9300 members 
Mstep: Class 10 contains 20823 members 
Mstep: Class 11 contains 12386 members 
Mstep: Class 12 contains 8812 members 
Mstep: Class 13 contains 64239 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 67935 members 
Mstep: Class 16 contains 5834 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 19 contains 87237 members 
Mstep: Class 21 contains 25699 members 
Mstep: Class 22 contains 113050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844180.000000 Penalty: 43208.519531
Iteration 98Q: 21 clusters Score -5.384418e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 137605 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 11482 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 20773 members 
Mstep: Class 11 contains 12418 members 
Mstep: Class 12 contains 8804 members 
Mstep: Class 13 contains 64253 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 67389 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 19 contains 87242 members 
Mstep: Class 21 contains 25637 members 
Mstep: Class 22 contains 113054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844240.000000 Penalty: 43208.519531
Iteration 99Q: 21 clusters Score -5.384424e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 11275 members 
Mstep: Class 5 contains 138201 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 11483 members 
Mstep: Class 9 contains 9299 members 
Mstep: Class 10 contains 20721 members 
Mstep: Class 11 contains 12452 members 
Mstep: Class 12 contains 8798 members 
Mstep: Class 13 contains 64259 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 66868 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 19 contains 87238 members 
Mstep: Class 21 contains 25578 members 
Mstep: Class 22 contains 113058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844248.000000 Penalty: 43208.519531
Iteration 100F: 21 clusters Score -5.384425e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 11276 members 
Mstep: Class 5 contains 138720 members 
Mstep: Class 6 contains 3818 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 11487 members 
Mstep: Class 9 contains 9299 members 
Mstep: Class 10 contains 20671 members 
Mstep: Class 11 contains 12481 members 
Mstep: Class 12 contains 8789 members 
Mstep: Class 13 contains 64284 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 66402 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 19 contains 87234 members 
Mstep: Class 21 contains 25526 members 
Mstep: Class 22 contains 113059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844260.000000 Penalty: 43208.519531
Iteration 101Q: 21 clusters Score -5.384426e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 11277 members 
Mstep: Class 5 contains 139223 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 11488 members 
Mstep: Class 9 contains 9299 members 
Mstep: Class 10 contains 20636 members 
Mstep: Class 11 contains 12513 members 
Mstep: Class 12 contains 8781 members 
Mstep: Class 13 contains 64312 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 65941 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 19 contains 87228 members 
Mstep: Class 21 contains 25469 members 
Mstep: Class 22 contains 113058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844252.000000 Penalty: 43208.519531
Iteration 102Q: 21 clusters Score -5.384425e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 11276 members 
Mstep: Class 5 contains 139752 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 11493 members 
Mstep: Class 9 contains 9296 members 
Mstep: Class 10 contains 20583 members 
Mstep: Class 11 contains 12535 members 
Mstep: Class 12 contains 8779 members 
Mstep: Class 13 contains 64336 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 65455 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 1453 members 
Mstep: Class 19 contains 87226 members 
Mstep: Class 21 contains 25436 members 
Mstep: Class 22 contains 113058 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 21 clusters Score -5.384428e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 11276 members 
Mstep: Class 5 contains 140305 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 11488 members 
Mstep: Class 9 contains 9297 members 
Mstep: Class 10 contains 20526 members 
Mstep: Class 11 contains 12563 members 
Mstep: Class 12 contains 8779 members 
Mstep: Class 13 contains 64353 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 64931 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 19 contains 87228 members 
Mstep: Class 21 contains 25421 members 
Mstep: Class 22 contains 113059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844408.000000 Penalty: 43208.519531
Iteration 104Q: 21 clusters Score -5.384441e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 140897 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 11487 members 
Mstep: Class 9 contains 9294 members 
Mstep: Class 10 contains 20466 members 
Mstep: Class 11 contains 12585 members 
Mstep: Class 12 contains 8777 members 
Mstep: Class 13 contains 64364 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 64372 members 
Mstep: Class 16 contains 5843 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 19 contains 87234 members 
Mstep: Class 21 contains 25412 members 
Mstep: Class 22 contains 113062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844408.000000 Penalty: 43208.519531
Iteration 105Q: 21 clusters Score -5.384441e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2162 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 141438 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 11496 members 
Mstep: Class 9 contains 9293 members 
Mstep: Class 10 contains 20414 members 
Mstep: Class 11 contains 12616 members 
Mstep: Class 12 contains 8766 members 
Mstep: Class 13 contains 64386 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 63840 members 
Mstep: Class 16 contains 5844 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 19 contains 87229 members 
Mstep: Class 21 contains 25408 members 
Mstep: Class 22 contains 113062 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 21 clusters Score -5.384449e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2163 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 141968 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 11500 members 
Mstep: Class 9 contains 9290 members 
Mstep: Class 10 contains 20363 members 
Mstep: Class 11 contains 12646 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 64402 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 63301 members 
Mstep: Class 16 contains 5848 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 19 contains 87230 members 
Mstep: Class 21 contains 25418 members 
Mstep: Class 22 contains 113065 members 
Entering Unmasked Estep 
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Score: -53844616.000000 Penalty: 43208.519531
Iteration 107Q: 21 clusters Score -5.384462e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 11281 members 
Mstep: Class 5 contains 142538 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 11506 members 
Mstep: Class 9 contains 9285 members 
Mstep: Class 10 contains 20318 members 
Mstep: Class 11 contains 12680 members 
Mstep: Class 12 contains 8757 members 
Mstep: Class 13 contains 64416 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 62739 members 
Mstep: Class 16 contains 5852 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 19 contains 87223 members 
Mstep: Class 21 contains 25403 members 
Mstep: Class 22 contains 113066 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 21 clusters Score -5.384464e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 143138 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 11522 members 
Mstep: Class 9 contains 9282 members 
Mstep: Class 10 contains 20274 members 
Mstep: Class 11 contains 12704 members 
Mstep: Class 12 contains 8752 members 
Mstep: Class 13 contains 64431 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 62152 members 
Mstep: Class 16 contains 5857 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 19 contains 87222 members 
Mstep: Class 21 contains 25382 members 
Mstep: Class 22 contains 113063 members 
Entering Unmasked Estep 
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Iteration 109Q: 21 clusters Score -5.384466e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 143764 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 11540 members 
Mstep: Class 9 contains 9279 members 
Mstep: Class 10 contains 20217 members 
Mstep: Class 11 contains 12729 members 
Mstep: Class 12 contains 8746 members 
Mstep: Class 13 contains 64440 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 61560 members 
Mstep: Class 16 contains 5863 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 19 contains 87224 members 
Mstep: Class 21 contains 25352 members 
Mstep: Class 22 contains 113063 members 
Entering Unmasked Estep 
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Iteration 110Q: 21 clusters Score -5.384478e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 11286 members 
Mstep: Class 5 contains 144329 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 11549 members 
Mstep: Class 9 contains 9279 members 
Mstep: Class 10 contains 20164 members 
Mstep: Class 11 contains 12750 members 
Mstep: Class 12 contains 8738 members 
Mstep: Class 13 contains 64462 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 61002 members 
Mstep: Class 16 contains 5866 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 19 contains 87220 members 
Mstep: Class 21 contains 25356 members 
Mstep: Class 22 contains 113062 members 
Entering Unmasked Estep 
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Iteration 111Q: 21 clusters Score -5.384474e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 11285 members 
Mstep: Class 5 contains 144924 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 11556 members 
Mstep: Class 9 contains 9279 members 
Mstep: Class 10 contains 20114 members 
Mstep: Class 11 contains 12782 members 
Mstep: Class 12 contains 8733 members 
Mstep: Class 13 contains 64470 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 60437 members 
Mstep: Class 16 contains 5874 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 19 contains 87204 members 
Mstep: Class 21 contains 25340 members 
Mstep: Class 22 contains 113060 members 
Entering Unmasked Estep 
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Iteration 112Q: 21 clusters Score -5.384482e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 11281 members 
Mstep: Class 5 contains 145515 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 11560 members 
Mstep: Class 9 contains 9277 members 
Mstep: Class 10 contains 20049 members 
Mstep: Class 11 contains 12810 members 
Mstep: Class 12 contains 8732 members 
Mstep: Class 13 contains 64482 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 59893 members 
Mstep: Class 16 contains 5879 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 19 contains 87198 members 
Mstep: Class 21 contains 25321 members 
Mstep: Class 22 contains 113059 members 
Entering Unmasked Estep 
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Iteration 113Q: 21 clusters Score -5.384487e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 146099 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 11567 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 19989 members 
Mstep: Class 11 contains 12836 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 64513 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 59339 members 
Mstep: Class 16 contains 5884 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 19 contains 87185 members 
Mstep: Class 21 contains 25307 members 
Mstep: Class 22 contains 113061 members 
Entering Unmasked Estep 
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Iteration 114Q: 21 clusters Score -5.384494e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 146680 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 11570 members 
Mstep: Class 9 contains 9270 members 
Mstep: Class 10 contains 19937 members 
Mstep: Class 11 contains 12866 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 64544 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 58791 members 
Mstep: Class 16 contains 5887 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 19 contains 87171 members 
Mstep: Class 21 contains 25280 members 
Mstep: Class 22 contains 113061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53845016.000000 Penalty: 43208.519531
Iteration 115Q: 21 clusters Score -5.384502e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 147278 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 11573 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 19889 members 
Mstep: Class 11 contains 12892 members 
Mstep: Class 12 contains 8716 members 
Mstep: Class 13 contains 64570 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 58236 members 
Mstep: Class 16 contains 5889 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 19 contains 87161 members 
Mstep: Class 21 contains 25244 members 
Mstep: Class 22 contains 113062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53845060.000000 Penalty: 43208.519531
Iteration 116Q: 21 clusters Score -5.384506e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 147823 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 11570 members 
Mstep: Class 9 contains 9269 members 
Mstep: Class 10 contains 19846 members 
Mstep: Class 11 contains 12914 members 
Mstep: Class 12 contains 8713 members 
Mstep: Class 13 contains 64605 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 57708 members 
Mstep: Class 16 contains 5890 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 19 contains 87156 members 
Mstep: Class 21 contains 25218 members 
Mstep: Class 22 contains 113060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53845036.000000 Penalty: 43208.519531
Iteration 117Q: 21 clusters Score -5.384504e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 148354 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 11571 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 19794 members 
Mstep: Class 11 contains 12938 members 
Mstep: Class 12 contains 8710 members 
Mstep: Class 13 contains 64653 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 57204 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 19 contains 87151 members 
Mstep: Class 21 contains 25172 members 
Mstep: Class 22 contains 113059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53845012.000000 Penalty: 43208.519531
Iteration 118Q: 21 clusters Score -5.384501e+07 nChanged 780
Entering ConstructFrom: 
Score: -53845012.000000 Penalty: 43208.519531
Entering ConstructFrom: 
Trying to split cluster 1 (6605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Entering Unmasked Estep 
Score: -653793.937500 Penalty: 1429.282104
	Iteration 0F: 2 clusters Score -653793.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -648788.250000 Penalty: 2858.564209
	Iteration 0F: 3 clusters Score -648788.2 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -650291.875000 Penalty: 2858.564209
	Iteration 1F: 3 clusters Score -650291.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -650469.500000 Penalty: 2858.564209
	Iteration 2F: 3 clusters Score -650469.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -650574.750000 Penalty: 2858.564209
	Iteration 3Q: 3 clusters Score -650574.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -650644.812500 Penalty: 2858.564209
	Iteration 4Q: 3 clusters Score -650644.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -650695.125000 Penalty: 2858.564209
	Iteration 5Q: 3 clusters Score -650695.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -650729.687500 Penalty: 2858.564209
	Iteration 6Q: 3 clusters Score -650729.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -650758.750000 Penalty: 2858.564209
	Iteration 7Q: 3 clusters Score -650758.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -650782.625000 Penalty: 2858.564209
	Iteration 8Q: 3 clusters Score -650782.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -650805.625000 Penalty: 2858.564209
	Iteration 9Q: 3 clusters Score -650805.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -650821.000000 Penalty: 2858.564209
	Iteration 10Q: 3 clusters Score -650821 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -650838.062500 Penalty: 2858.564209
	Iteration 11Q: 3 clusters Score -650838.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -650851.812500 Penalty: 2858.564209
	Iteration 12Q: 3 clusters Score -650851.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -650869.562500 Penalty: 2858.564209
	Iteration 13Q: 3 clusters Score -650869.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -650889.500000 Penalty: 2858.564209
	Iteration 14Q: 3 clusters Score -650889.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -650904.750000 Penalty: 2858.564209
	Iteration 15Q: 3 clusters Score -650904.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -650923.562500 Penalty: 2858.564209
	Iteration 16Q: 3 clusters Score -650923.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -650949.125000 Penalty: 2858.564209
	Iteration 17Q: 3 clusters Score -650949.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -650978.500000 Penalty: 2858.564209
	Iteration 18Q: 3 clusters Score -650978.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -651014.187500 Penalty: 2858.564209
	Iteration 19Q: 3 clusters Score -651014.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -651053.937500 Penalty: 2858.564209
	Iteration 20F: 3 clusters Score -651053.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -651098.687500 Penalty: 2858.564209
	Iteration 21Q: 3 clusters Score -651098.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -651152.750000 Penalty: 2858.564209
	Iteration 22Q: 3 clusters Score -651152.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -651219.250000 Penalty: 2858.564209
	Iteration 23Q: 3 clusters Score -651219.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -651287.625000 Penalty: 2858.564209
	Iteration 24Q: 3 clusters Score -651287.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -651379.562500 Penalty: 2858.564209
	Iteration 25Q: 3 clusters Score -651379.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -651491.562500 Penalty: 2858.564209
	Iteration 26Q: 3 clusters Score -651491.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -651636.500000 Penalty: 2858.564209
	Iteration 27Q: 3 clusters Score -651636.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -651788.375000 Penalty: 2858.564209
	Iteration 28Q: 3 clusters Score -651788.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -651936.250000 Penalty: 2858.564209
	Iteration 29Q: 3 clusters Score -651936.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -652076.187500 Penalty: 2858.564209
	Iteration 30Q: 3 clusters Score -652076.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -652182.937500 Penalty: 2858.564209
	Iteration 31Q: 3 clusters Score -652182.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -652276.875000 Penalty: 2858.564209
	Iteration 32Q: 3 clusters Score -652276.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -652375.625000 Penalty: 2858.564209
	Iteration 33Q: 3 clusters Score -652375.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -652435.187500 Penalty: 2858.564209
	Iteration 34Q: 3 clusters Score -652435.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -652470.562500 Penalty: 2858.564209
	Iteration 35Q: 3 clusters Score -652470.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -652486.187500 Penalty: 2858.564209
	Iteration 36Q: 3 clusters Score -652486.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -652495.375000 Penalty: 2858.564209
	Iteration 37Q: 3 clusters Score -652495.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -652507.375000 Penalty: 2858.564209
	Iteration 38Q: 3 clusters Score -652507.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -652518.375000 Penalty: 2858.564209
	Iteration 39Q: 3 clusters Score -652518.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -652534.125000 Penalty: 2858.564209
	Iteration 40F: 3 clusters Score -652534.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -652543.125000 Penalty: 2858.564209
	Iteration 41Q: 3 clusters Score -652543.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -652555.500000 Penalty: 2858.564209
	Iteration 42Q: 3 clusters Score -652555.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -652561.500000 Penalty: 2858.564209
	Iteration 43Q: 3 clusters Score -652561.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -652569.937500 Penalty: 2858.564209
	Iteration 44Q: 3 clusters Score -652569.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -652574.812500 Penalty: 2858.564209
	Iteration 45Q: 3 clusters Score -652574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -652579.312500 Penalty: 2858.564209
	Iteration 46Q: 3 clusters Score -652579.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -652583.625000 Penalty: 2858.564209
	Iteration 47Q: 3 clusters Score -652583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -652586.812500 Penalty: 2858.564209
	Iteration 48Q: 3 clusters Score -652586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -652591.125000 Penalty: 2858.564209
	Iteration 49Q: 3 clusters Score -652591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -652597.437500 Penalty: 2858.564209
	Iteration 50Q: 3 clusters Score -652597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -652603.625000 Penalty: 2858.564209
	Iteration 51Q: 3 clusters Score -652603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -652606.187500 Penalty: 2858.564209
	Iteration 52Q: 3 clusters Score -652606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -652608.812500 Penalty: 2858.564209
	Iteration 53Q: 3 clusters Score -652608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -652608.812500 Penalty: 2858.564209
	Iteration 54F: 3 clusters Score -652608.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -75021.648438 Penalty: 1089.467285
	Iteration 0F: 2 clusters Score -75021.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73726.710938 Penalty: 2178.934570
	Iteration 0F: 3 clusters Score -73726.71 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73901.968750 Penalty: 2178.934570
	Iteration 1F: 3 clusters Score -73901.97 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73957.625000 Penalty: 2178.934570
	Iteration 2F: 3 clusters Score -73957.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -73980.039062 Penalty: 2178.934570
	Iteration 3Q: 3 clusters Score -73980.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73990.101562 Penalty: 2178.934570
	Iteration 4Q: 3 clusters Score -73990.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -73992.554688 Penalty: 2178.934570
	Iteration 5Q: 3 clusters Score -73992.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73993.179688 Penalty: 2178.934570
	Iteration 6Q: 3 clusters Score -73993.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73993.179688 Penalty: 2178.934570
	Iteration 7F: 3 clusters Score -73993.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -200228.062500 Penalty: 1248.103516
	Iteration 0F: 2 clusters Score -200228.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -198022.093750 Penalty: 2496.207031
	Iteration 0F: 3 clusters Score -198022.1 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -198488.109375 Penalty: 2496.207031
	Iteration 1F: 3 clusters Score -198488.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -198616.437500 Penalty: 2496.207031
	Iteration 2F: 3 clusters Score -198616.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -198703.031250 Penalty: 2496.207031
	Iteration 3F: 3 clusters Score -198703 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -198761.406250 Penalty: 2496.207031
	Iteration 4Q: 3 clusters Score -198761.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -198809.796875 Penalty: 2496.207031
	Iteration 5Q: 3 clusters Score -198809.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -198848.171875 Penalty: 2496.207031
	Iteration 6Q: 3 clusters Score -198848.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -198875.046875 Penalty: 2496.207031
	Iteration 7Q: 3 clusters Score -198875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -198902.359375 Penalty: 2496.207031
	Iteration 8Q: 3 clusters Score -198902.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -198931.281250 Penalty: 2496.207031
	Iteration 9Q: 3 clusters Score -198931.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -198952.125000 Penalty: 2496.207031
	Iteration 10Q: 3 clusters Score -198952.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -198978.453125 Penalty: 2496.207031
	Iteration 11Q: 3 clusters Score -198978.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -198998.828125 Penalty: 2496.207031
	Iteration 12Q: 3 clusters Score -198998.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -199014.515625 Penalty: 2496.207031
	Iteration 13Q: 3 clusters Score -199014.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -199035.734375 Penalty: 2496.207031
	Iteration 14Q: 3 clusters Score -199035.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -199056.390625 Penalty: 2496.207031
	Iteration 15Q: 3 clusters Score -199056.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -199083.875000 Penalty: 2496.207031
	Iteration 16Q: 3 clusters Score -199083.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -199111.812500 Penalty: 2496.207031
	Iteration 17Q: 3 clusters Score -199111.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -199152.234375 Penalty: 2496.207031
	Iteration 18Q: 3 clusters Score -199152.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -199189.687500 Penalty: 2496.207031
	Iteration 19Q: 3 clusters Score -199189.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -199225.375000 Penalty: 2496.207031
	Iteration 20F: 3 clusters Score -199225.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -199262.203125 Penalty: 2496.207031
	Iteration 21Q: 3 clusters Score -199262.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -199298.968750 Penalty: 2496.207031
	Iteration 22Q: 3 clusters Score -199299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -199336.546875 Penalty: 2496.207031
	Iteration 23Q: 3 clusters Score -199336.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -199368.078125 Penalty: 2496.207031
	Iteration 24Q: 3 clusters Score -199368.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -199397.656250 Penalty: 2496.207031
	Iteration 25Q: 3 clusters Score -199397.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -199428.187500 Penalty: 2496.207031
	Iteration 26Q: 3 clusters Score -199428.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -199458.125000 Penalty: 2496.207031
	Iteration 27Q: 3 clusters Score -199458.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -199486.093750 Penalty: 2496.207031
	Iteration 28Q: 3 clusters Score -199486.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -199523.406250 Penalty: 2496.207031
	Iteration 29Q: 3 clusters Score -199523.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -199570.031250 Penalty: 2496.207031
	Iteration 30Q: 3 clusters Score -199570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -199630.406250 Penalty: 2496.207031
	Iteration 31Q: 3 clusters Score -199630.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -199685.062500 Penalty: 2496.207031
	Iteration 32Q: 3 clusters Score -199685.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -199720.500000 Penalty: 2496.207031
	Iteration 33Q: 3 clusters Score -199720.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -199742.843750 Penalty: 2496.207031
	Iteration 34Q: 3 clusters Score -199742.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -199750.953125 Penalty: 2496.207031
	Iteration 35Q: 3 clusters Score -199751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -199752.281250 Penalty: 2496.207031
	Iteration 36Q: 3 clusters Score -199752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -199752.609375 Penalty: 2496.207031
	Iteration 37Q: 3 clusters Score -199752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -199754.671875 Penalty: 2496.207031
	Iteration 38Q: 3 clusters Score -199754.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -199754.671875 Penalty: 2496.207031
	Iteration 39F: 3 clusters Score -199754.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Entering Unmasked Estep 
Score: -1088139.250000 Penalty: 1516.310547
	Iteration 0F: 2 clusters Score -1088139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1080078.375000 Penalty: 3032.621094
	Iteration 0F: 3 clusters Score -1080078 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1082681.750000 Penalty: 3032.621094
	Iteration 1F: 3 clusters Score -1082682 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1082905.250000 Penalty: 3032.621094
	Iteration 2F: 3 clusters Score -1082905 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1083084.500000 Penalty: 3032.621094
	Iteration 3Q: 3 clusters Score -1083084 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1083224.000000 Penalty: 3032.621094
	Iteration 4Q: 3 clusters Score -1083224 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1083367.500000 Penalty: 3032.621094
	Iteration 5Q: 3 clusters Score -1083368 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1083504.750000 Penalty: 3032.621094
	Iteration 6Q: 3 clusters Score -1083505 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1083671.875000 Penalty: 3032.621094
	Iteration 7Q: 3 clusters Score -1083672 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1083891.750000 Penalty: 3032.621094
	Iteration 8Q: 3 clusters Score -1083892 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1084180.750000 Penalty: 3032.621094
	Iteration 9Q: 3 clusters Score -1084181 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1084568.625000 Penalty: 3032.621094
	Iteration 10Q: 3 clusters Score -1084569 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1085056.750000 Penalty: 3032.621094
	Iteration 11F: 3 clusters Score -1085057 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1085535.250000 Penalty: 3032.621094
	Iteration 12F: 3 clusters Score -1085535 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1085960.375000 Penalty: 3032.621094
	Iteration 13Q: 3 clusters Score -1085960 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1086285.375000 Penalty: 3032.621094
	Iteration 14Q: 3 clusters Score -1086285 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1086506.875000 Penalty: 3032.621094
	Iteration 15Q: 3 clusters Score -1086507 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1086630.250000 Penalty: 3032.621094
	Iteration 16Q: 3 clusters Score -1086630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1086704.625000 Penalty: 3032.621094
	Iteration 17Q: 3 clusters Score -1086705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1086747.625000 Penalty: 3032.621094
	Iteration 18Q: 3 clusters Score -1086748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1086776.000000 Penalty: 3032.621094
	Iteration 19Q: 3 clusters Score -1086776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1086795.625000 Penalty: 3032.621094
	Iteration 20F: 3 clusters Score -1086796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1086811.625000 Penalty: 3032.621094
	Iteration 21Q: 3 clusters Score -1086812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1086822.750000 Penalty: 3032.621094
	Iteration 22Q: 3 clusters Score -1086823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1086832.500000 Penalty: 3032.621094
	Iteration 23Q: 3 clusters Score -1086832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1086836.250000 Penalty: 3032.621094
	Iteration 24Q: 3 clusters Score -1086836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1086840.625000 Penalty: 3032.621094
	Iteration 25Q: 3 clusters Score -1086841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1086840.625000 Penalty: 3032.621094
	Iteration 26Q: 3 clusters Score -1086841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1086842.000000 Penalty: 3032.621094
	Iteration 27Q: 3 clusters Score -1086842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1086842.000000 Penalty: 3032.621094
	Iteration 28F: 3 clusters Score -1086842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (148880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148880 members 
Entering Unmasked Estep 
Score: -13692193.000000 Penalty: 1935.520630
	Iteration 0F: 2 clusters Score -1.369219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -13592560.000000 Penalty: 3871.041260
	Iteration 0F: 3 clusters Score -1.359256e+07 nChanged 71662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -13634899.000000 Penalty: 3871.041260
	Iteration 1F: 3 clusters Score -1.36349e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -13636188.000000 Penalty: 3871.041260
	Iteration 2Q: 3 clusters Score -1.363619e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -13637564.000000 Penalty: 3871.041260
	Iteration 3Q: 3 clusters Score -1.363756e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 74486 members 
Entering Unmasked Estep 
Score: -13639673.000000 Penalty: 3871.041260
	Iteration 4Q: 3 clusters Score -1.363967e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -13642752.000000 Penalty: 3871.041260
	Iteration 5Q: 3 clusters Score -1.364275e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74289 members 
Mstep: Class 2 contains 74591 members 
Entering Unmasked Estep 
Score: -13646951.000000 Penalty: 3871.041260
	Iteration 6F: 3 clusters Score -1.364695e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -13652801.000000 Penalty: 3871.041260
	Iteration 7F: 3 clusters Score -1.36528e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -13658575.000000 Penalty: 3871.041260
	Iteration 8F: 3 clusters Score -1.365858e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -13662679.000000 Penalty: 3871.041260
	Iteration 9F: 3 clusters Score -1.366268e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -13664455.000000 Penalty: 3871.041260
	Iteration 10Q: 3 clusters Score -1.366446e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77214 members 
Mstep: Class 2 contains 71666 members 
Entering Unmasked Estep 
Score: -13665152.000000 Penalty: 3871.041260
	Iteration 11Q: 3 clusters Score -1.366515e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -13665376.000000 Penalty: 3871.041260
	Iteration 12Q: 3 clusters Score -1.366538e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -13665498.000000 Penalty: 3871.041260
	Iteration 13Q: 3 clusters Score -1.36655e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -13665669.000000 Penalty: 3871.041260
	Iteration 14Q: 3 clusters Score -1.366567e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
Score: -13665829.000000 Penalty: 3871.041260
	Iteration 15Q: 3 clusters Score -1.366583e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -13666069.000000 Penalty: 3871.041260
	Iteration 16Q: 3 clusters Score -1.366607e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -13666233.000000 Penalty: 3871.041260
	Iteration 17Q: 3 clusters Score -1.366623e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -13666442.000000 Penalty: 3871.041260
	Iteration 18Q: 3 clusters Score -1.366644e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -13666577.000000 Penalty: 3871.041260
	Iteration 19Q: 3 clusters Score -1.366658e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -13666696.000000 Penalty: 3871.041260
	Iteration 20F: 3 clusters Score -1.36667e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -13666896.000000 Penalty: 3871.041260
	Iteration 21Q: 3 clusters Score -1.36669e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88537 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -13667106.000000 Penalty: 3871.041260
	Iteration 22Q: 3 clusters Score -1.366711e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90049 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -13667402.000000 Penalty: 3871.041260
	Iteration 23Q: 3 clusters Score -1.36674e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -13667792.000000 Penalty: 3871.041260
	Iteration 24Q: 3 clusters Score -1.366779e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -13668088.000000 Penalty: 3871.041260
	Iteration 25Q: 3 clusters Score -1.366809e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -13668460.000000 Penalty: 3871.041260
	Iteration 26Q: 3 clusters Score -1.366846e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -13668844.000000 Penalty: 3871.041260
	Iteration 27Q: 3 clusters Score -1.366884e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98851 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -13669447.000000 Penalty: 3871.041260
	Iteration 28Q: 3 clusters Score -1.366945e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -13669899.000000 Penalty: 3871.041260
	Iteration 29Q: 3 clusters Score -1.36699e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102951 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -13670490.000000 Penalty: 3871.041260
	Iteration 30Q: 3 clusters Score -1.367049e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105165 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -13671047.000000 Penalty: 3871.041260
	Iteration 31Q: 3 clusters Score -1.367105e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107527 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -13671695.000000 Penalty: 3871.041260
	Iteration 32Q: 3 clusters Score -1.36717e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -13672371.000000 Penalty: 3871.041260
	Iteration 33Q: 3 clusters Score -1.367237e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112555 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -13673124.000000 Penalty: 3871.041260
	Iteration 34Q: 3 clusters Score -1.367312e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115173 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -13673967.000000 Penalty: 3871.041260
	Iteration 35Q: 3 clusters Score -1.367397e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117792 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -13674834.000000 Penalty: 3871.041260
	Iteration 36Q: 3 clusters Score -1.367483e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120424 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -13675708.000000 Penalty: 3871.041260
	Iteration 37Q: 3 clusters Score -1.367571e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123118 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -13676660.000000 Penalty: 3871.041260
	Iteration 38Q: 3 clusters Score -1.367666e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125739 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -13677809.000000 Penalty: 3871.041260
	Iteration 39Q: 3 clusters Score -1.367781e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128390 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -13678922.000000 Penalty: 3871.041260
	Iteration 40F: 3 clusters Score -1.367892e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131008 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -13679983.000000 Penalty: 3871.041260
	Iteration 41Q: 3 clusters Score -1.367998e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133560 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -13681272.000000 Penalty: 3871.041260
	Iteration 42Q: 3 clusters Score -1.368127e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136011 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -13682574.000000 Penalty: 3871.041260
	Iteration 43Q: 3 clusters Score -1.368257e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138358 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -13683884.000000 Penalty: 3871.041260
	Iteration 44Q: 3 clusters Score -1.368388e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140535 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -13685201.000000 Penalty: 3871.041260
	Iteration 45Q: 3 clusters Score -1.36852e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142438 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -13686410.000000 Penalty: 3871.041260
	Iteration 46Q: 3 clusters Score -1.368641e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144043 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -13687461.000000 Penalty: 3871.041260
	Iteration 47Q: 3 clusters Score -1.368746e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145325 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -13688324.000000 Penalty: 3871.041260
	Iteration 48Q: 3 clusters Score -1.368832e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146296 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -13688998.000000 Penalty: 3871.041260
	Iteration 49Q: 3 clusters Score -1.3689e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146986 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -13689428.000000 Penalty: 3871.041260
	Iteration 50Q: 3 clusters Score -1.368943e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147509 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -13689770.000000 Penalty: 3871.041260
	Iteration 51Q: 3 clusters Score -1.368977e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147876 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -13690024.000000 Penalty: 3871.041260
	Iteration 52Q: 3 clusters Score -1.369002e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148101 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13690204.000000 Penalty: 3871.041260
	Iteration 53Q: 3 clusters Score -1.36902e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148256 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13690300.000000 Penalty: 3871.041260
	Iteration 54Q: 3 clusters Score -1.36903e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148344 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -13690343.000000 Penalty: 3871.041260
	Iteration 55Q: 3 clusters Score -1.369034e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148407 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -13690393.000000 Penalty: 3871.041260
	Iteration 56Q: 3 clusters Score -1.369039e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148461 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -13690406.000000 Penalty: 3871.041260
	Iteration 57Q: 3 clusters Score -1.369041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148490 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -13690440.000000 Penalty: 3871.041260
	Iteration 58Q: 3 clusters Score -1.369044e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148509 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13690449.000000 Penalty: 3871.041260
	Iteration 59Q: 3 clusters Score -1.369045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148521 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13690466.000000 Penalty: 3871.041260
	Iteration 60F: 3 clusters Score -1.369047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148535 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -13690492.000000 Penalty: 3871.041260
	Iteration 61Q: 3 clusters Score -1.369049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148547 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -13690506.000000 Penalty: 3871.041260
	Iteration 62Q: 3 clusters Score -1.369051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148554 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -13690512.000000 Penalty: 3871.041260
	Iteration 63Q: 3 clusters Score -1.369051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148561 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13690512.000000 Penalty: 3871.041260
	Iteration 64Q: 3 clusters Score -1.369051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148564 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13690521.000000 Penalty: 3871.041260
	Iteration 65Q: 3 clusters Score -1.369052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148567 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -13690516.000000 Penalty: 3871.041260
	Iteration 66Q: 3 clusters Score -1.369052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148567 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -13690523.000000 Penalty: 3871.041260
	Iteration 67Q: 3 clusters Score -1.369052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148570 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -13690532.000000 Penalty: 3871.041260
	Iteration 68Q: 3 clusters Score -1.369053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148572 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -13690540.000000 Penalty: 3871.041260
	Iteration 69Q: 3 clusters Score -1.369054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148574 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -13690541.000000 Penalty: 3871.041260
	Iteration 70Q: 3 clusters Score -1.369054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148575 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -13690539.000000 Penalty: 3871.041260
	Iteration 71Q: 3 clusters Score -1.369054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148576 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13690534.000000 Penalty: 3871.041260
	Iteration 72Q: 3 clusters Score -1.369053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148576 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13690536.000000 Penalty: 3871.041260
	Iteration 73Q: 3 clusters Score -1.369054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148576 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13690536.000000 Penalty: 3871.041260
	Iteration 74F: 3 clusters Score -1.369054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -367425.656250 Penalty: 1340.343384
	Iteration 0F: 2 clusters Score -367425.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -364223.687500 Penalty: 2680.686768
	Iteration 0F: 3 clusters Score -364223.7 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -364981.937500 Penalty: 2680.686768
	Iteration 1F: 3 clusters Score -364981.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -365113.093750 Penalty: 2680.686768
	Iteration 2F: 3 clusters Score -365113.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -365198.187500 Penalty: 2680.686768
	Iteration 3Q: 3 clusters Score -365198.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -365278.562500 Penalty: 2680.686768
	Iteration 4Q: 3 clusters Score -365278.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -365355.375000 Penalty: 2680.686768
	Iteration 5Q: 3 clusters Score -365355.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -365432.125000 Penalty: 2680.686768
	Iteration 6Q: 3 clusters Score -365432.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -365502.156250 Penalty: 2680.686768
	Iteration 7Q: 3 clusters Score -365502.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -365573.718750 Penalty: 2680.686768
	Iteration 8Q: 3 clusters Score -365573.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -365632.312500 Penalty: 2680.686768
	Iteration 9Q: 3 clusters Score -365632.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -365697.625000 Penalty: 2680.686768
	Iteration 10Q: 3 clusters Score -365697.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -365760.843750 Penalty: 2680.686768
	Iteration 11Q: 3 clusters Score -365760.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -365830.437500 Penalty: 2680.686768
	Iteration 12Q: 3 clusters Score -365830.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -365906.187500 Penalty: 2680.686768
	Iteration 13Q: 3 clusters Score -365906.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -365966.125000 Penalty: 2680.686768
	Iteration 14Q: 3 clusters Score -365966.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -366028.250000 Penalty: 2680.686768
	Iteration 15Q: 3 clusters Score -366028.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -366101.656250 Penalty: 2680.686768
	Iteration 16Q: 3 clusters Score -366101.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -366156.312500 Penalty: 2680.686768
	Iteration 17Q: 3 clusters Score -366156.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -366192.218750 Penalty: 2680.686768
	Iteration 18Q: 3 clusters Score -366192.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -366219.125000 Penalty: 2680.686768
	Iteration 19Q: 3 clusters Score -366219.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -366247.187500 Penalty: 2680.686768
	Iteration 20F: 3 clusters Score -366247.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -366268.031250 Penalty: 2680.686768
	Iteration 21Q: 3 clusters Score -366268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -366284.156250 Penalty: 2680.686768
	Iteration 22Q: 3 clusters Score -366284.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -366302.031250 Penalty: 2680.686768
	Iteration 23Q: 3 clusters Score -366302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -366314.312500 Penalty: 2680.686768
	Iteration 24Q: 3 clusters Score -366314.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -366326.968750 Penalty: 2680.686768
	Iteration 25Q: 3 clusters Score -366327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -366337.875000 Penalty: 2680.686768
	Iteration 26Q: 3 clusters Score -366337.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -366345.937500 Penalty: 2680.686768
	Iteration 27Q: 3 clusters Score -366345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -366351.343750 Penalty: 2680.686768
	Iteration 28Q: 3 clusters Score -366351.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -366354.687500 Penalty: 2680.686768
	Iteration 29Q: 3 clusters Score -366354.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -366362.250000 Penalty: 2680.686768
	Iteration 30Q: 3 clusters Score -366362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -366367.281250 Penalty: 2680.686768
	Iteration 31Q: 3 clusters Score -366367.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -366370.718750 Penalty: 2680.686768
	Iteration 32Q: 3 clusters Score -366370.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -366380.312500 Penalty: 2680.686768
	Iteration 33Q: 3 clusters Score -366380.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -366389.093750 Penalty: 2680.686768
	Iteration 34Q: 3 clusters Score -366389.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -366393.656250 Penalty: 2680.686768
	Iteration 35Q: 3 clusters Score -366393.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -366396.375000 Penalty: 2680.686768
	Iteration 36Q: 3 clusters Score -366396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -366398.531250 Penalty: 2680.686768
	Iteration 37Q: 3 clusters Score -366398.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -366399.156250 Penalty: 2680.686768
	Iteration 38Q: 3 clusters Score -366399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -366400.843750 Penalty: 2680.686768
	Iteration 39Q: 3 clusters Score -366400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -366401.718750 Penalty: 2680.686768
	Iteration 40F: 3 clusters Score -366401.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -146950.765625 Penalty: 1224.832397
	Iteration 0F: 2 clusters Score -146950.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -145054.015625 Penalty: 2449.664795
	Iteration 0F: 3 clusters Score -145054 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -145952.218750 Penalty: 2449.664795
	Iteration 1F: 3 clusters Score -145952.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -146468.656250 Penalty: 2449.664795
	Iteration 2F: 3 clusters Score -146468.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -146727.515625 Penalty: 2449.664795
	Iteration 3F: 3 clusters Score -146727.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -146893.250000 Penalty: 2449.664795
	Iteration 4F: 3 clusters Score -146893.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -147018.546875 Penalty: 2449.664795
	Iteration 5Q: 3 clusters Score -147018.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -147123.265625 Penalty: 2449.664795
	Iteration 6Q: 3 clusters Score -147123.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -147185.906250 Penalty: 2449.664795
	Iteration 7Q: 3 clusters Score -147185.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -147214.296875 Penalty: 2449.664795
	Iteration 8Q: 3 clusters Score -147214.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -147223.046875 Penalty: 2449.664795
	Iteration 9Q: 3 clusters Score -147223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -147229.203125 Penalty: 2449.664795
	Iteration 10Q: 3 clusters Score -147229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -147235.421875 Penalty: 2449.664795
	Iteration 11Q: 3 clusters Score -147235.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -147242.125000 Penalty: 2449.664795
	Iteration 12Q: 3 clusters Score -147242.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -147250.343750 Penalty: 2449.664795
	Iteration 13Q: 3 clusters Score -147250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -147256.046875 Penalty: 2449.664795
	Iteration 14Q: 3 clusters Score -147256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -147263.921875 Penalty: 2449.664795
	Iteration 15Q: 3 clusters Score -147263.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -147268.578125 Penalty: 2449.664795
	Iteration 16Q: 3 clusters Score -147268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -147269.109375 Penalty: 2449.664795
	Iteration 17Q: 3 clusters Score -147269.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -147269.343750 Penalty: 2449.664795
	Iteration 18Q: 3 clusters Score -147269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -147269.734375 Penalty: 2449.664795
	Iteration 19Q: 3 clusters Score -147269.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -147269.734375 Penalty: 2449.664795
	Iteration 20F: 3 clusters Score -147269.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 148880 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 11570 members 
Mstep: Class 9 contains 9262 members 
Mstep: Class 10 contains 19750 members 
Mstep: Class 11 contains 12962 members 
Mstep: Class 12 contains 8710 members 
Mstep: Class 13 contains 64698 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 56716 members 
Mstep: Class 16 contains 5899 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 985 members 
Mstep: Class 19 contains 87141 members 
Mstep: Class 21 contains 25123 members 
Mstep: Class 22 contains 113058 members 
Entering Unmasked Estep 
Score: -53844404.000000 Penalty: 45368.945312
Splitting cluster 7 changes total score from -53845012.000000 to -53844404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (11570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Entering Unmasked Estep 
Score: -960821.125000 Penalty: 1520.377686
	Iteration 0F: 2 clusters Score -960821.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -952723.750000 Penalty: 3040.755371
	Iteration 0F: 3 clusters Score -952723.8 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -955434.375000 Penalty: 3040.755371
	Iteration 1F: 3 clusters Score -955434.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -955734.375000 Penalty: 3040.755371
	Iteration 2F: 3 clusters Score -955734.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -955977.500000 Penalty: 3040.755371
	Iteration 3F: 3 clusters Score -955977.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -956141.937500 Penalty: 3040.755371
	Iteration 4Q: 3 clusters Score -956141.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -956273.562500 Penalty: 3040.755371
	Iteration 5Q: 3 clusters Score -956273.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -956393.875000 Penalty: 3040.755371
	Iteration 6Q: 3 clusters Score -956393.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -956505.312500 Penalty: 3040.755371
	Iteration 7Q: 3 clusters Score -956505.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -956614.000000 Penalty: 3040.755371
	Iteration 8Q: 3 clusters Score -956614 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -956711.625000 Penalty: 3040.755371
	Iteration 9Q: 3 clusters Score -956711.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -956820.875000 Penalty: 3040.755371
	Iteration 10Q: 3 clusters Score -956820.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -956927.937500 Penalty: 3040.755371
	Iteration 11Q: 3 clusters Score -956927.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -957048.687500 Penalty: 3040.755371
	Iteration 12Q: 3 clusters Score -957048.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -957182.375000 Penalty: 3040.755371
	Iteration 13Q: 3 clusters Score -957182.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -957338.125000 Penalty: 3040.755371
	Iteration 14Q: 3 clusters Score -957338.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -957508.312500 Penalty: 3040.755371
	Iteration 15Q: 3 clusters Score -957508.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -957733.312500 Penalty: 3040.755371
	Iteration 16Q: 3 clusters Score -957733.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -958011.312500 Penalty: 3040.755371
	Iteration 17Q: 3 clusters Score -958011.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -958281.875000 Penalty: 3040.755371
	Iteration 18Q: 3 clusters Score -958281.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -958515.625000 Penalty: 3040.755371
	Iteration 19Q: 3 clusters Score -958515.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -958746.687500 Penalty: 3040.755371
	Iteration 20F: 3 clusters Score -958746.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -958973.500000 Penalty: 3040.755371
	Iteration 21Q: 3 clusters Score -958973.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -959166.625000 Penalty: 3040.755371
	Iteration 22Q: 3 clusters Score -959166.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -959331.875000 Penalty: 3040.755371
	Iteration 23Q: 3 clusters Score -959331.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -959495.375000 Penalty: 3040.755371
	Iteration 24Q: 3 clusters Score -959495.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -959624.000000 Penalty: 3040.755371
	Iteration 25Q: 3 clusters Score -959624 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -959712.875000 Penalty: 3040.755371
	Iteration 26Q: 3 clusters Score -959712.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -959776.187500 Penalty: 3040.755371
	Iteration 27Q: 3 clusters Score -959776.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -959838.625000 Penalty: 3040.755371
	Iteration 28Q: 3 clusters Score -959838.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -959887.437500 Penalty: 3040.755371
	Iteration 29Q: 3 clusters Score -959887.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -959926.875000 Penalty: 3040.755371
	Iteration 30Q: 3 clusters Score -959926.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -959962.312500 Penalty: 3040.755371
	Iteration 31Q: 3 clusters Score -959962.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -959984.750000 Penalty: 3040.755371
	Iteration 32Q: 3 clusters Score -959984.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -959999.500000 Penalty: 3040.755371
	Iteration 33Q: 3 clusters Score -959999.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -960007.375000 Penalty: 3040.755371
	Iteration 34Q: 3 clusters Score -960007.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -960019.750000 Penalty: 3040.755371
	Iteration 35Q: 3 clusters Score -960019.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -960030.312500 Penalty: 3040.755371
	Iteration 36Q: 3 clusters Score -960030.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -960035.687500 Penalty: 3040.755371
	Iteration 37Q: 3 clusters Score -960035.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -960041.812500 Penalty: 3040.755371
	Iteration 38Q: 3 clusters Score -960041.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -960044.000000 Penalty: 3040.755371
	Iteration 39Q: 3 clusters Score -960044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -960044.062500 Penalty: 3040.755371
	Iteration 40F: 3 clusters Score -960044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -960044.312500 Penalty: 3040.755371
	Iteration 41Q: 3 clusters Score -960044.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -960044.562500 Penalty: 3040.755371
	Iteration 42Q: 3 clusters Score -960044.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -960044.562500 Penalty: 3040.755371
	Iteration 43F: 3 clusters Score -960044.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Entering Unmasked Estep 
Score: -863167.812500 Penalty: 1484.222290
	Iteration 0F: 2 clusters Score -863167.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -856500.375000 Penalty: 2968.444580
	Iteration 0F: 3 clusters Score -856500.4 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -858664.937500 Penalty: 2968.444580
	Iteration 1F: 3 clusters Score -858664.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -858979.187500 Penalty: 2968.444580
	Iteration 2F: 3 clusters Score -858979.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -859328.312500 Penalty: 2968.444580
	Iteration 3F: 3 clusters Score -859328.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -859712.187500 Penalty: 2968.444580
	Iteration 4F: 3 clusters Score -859712.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -860075.250000 Penalty: 2968.444580
	Iteration 5F: 3 clusters Score -860075.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -860407.750000 Penalty: 2968.444580
	Iteration 6F: 3 clusters Score -860407.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -860679.437500 Penalty: 2968.444580
	Iteration 7Q: 3 clusters Score -860679.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -860952.937500 Penalty: 2968.444580
	Iteration 8Q: 3 clusters Score -860952.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -861223.125000 Penalty: 2968.444580
	Iteration 9Q: 3 clusters Score -861223.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -861440.125000 Penalty: 2968.444580
	Iteration 10Q: 3 clusters Score -861440.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -861581.250000 Penalty: 2968.444580
	Iteration 11Q: 3 clusters Score -861581.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -861694.750000 Penalty: 2968.444580
	Iteration 12Q: 3 clusters Score -861694.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -861772.562500 Penalty: 2968.444580
	Iteration 13Q: 3 clusters Score -861772.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -861822.312500 Penalty: 2968.444580
	Iteration 14Q: 3 clusters Score -861822.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -861855.625000 Penalty: 2968.444580
	Iteration 15Q: 3 clusters Score -861855.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -861885.125000 Penalty: 2968.444580
	Iteration 16Q: 3 clusters Score -861885.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -861907.875000 Penalty: 2968.444580
	Iteration 17Q: 3 clusters Score -861907.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -861915.562500 Penalty: 2968.444580
	Iteration 18Q: 3 clusters Score -861915.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -861922.875000 Penalty: 2968.444580
	Iteration 19Q: 3 clusters Score -861922.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -861930.500000 Penalty: 2968.444580
	Iteration 20F: 3 clusters Score -861930.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -861938.437500 Penalty: 2968.444580
	Iteration 21Q: 3 clusters Score -861938.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -861945.625000 Penalty: 2968.444580
	Iteration 22Q: 3 clusters Score -861945.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -861957.125000 Penalty: 2968.444580
	Iteration 23Q: 3 clusters Score -861957.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -861962.187500 Penalty: 2968.444580
	Iteration 24Q: 3 clusters Score -861962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -861968.125000 Penalty: 2968.444580
	Iteration 25Q: 3 clusters Score -861968.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -861971.437500 Penalty: 2968.444580
	Iteration 26Q: 3 clusters Score -861971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -861973.062500 Penalty: 2968.444580
	Iteration 27Q: 3 clusters Score -861973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -861974.375000 Penalty: 2968.444580
	Iteration 28Q: 3 clusters Score -861974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -861974.875000 Penalty: 2968.444580
	Iteration 29Q: 3 clusters Score -861974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -861975.500000 Penalty: 2968.444580
	Iteration 30Q: 3 clusters Score -861975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -861976.687500 Penalty: 2968.444580
	Iteration 31Q: 3 clusters Score -861976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -861976.687500 Penalty: 2968.444580
	Iteration 32F: 3 clusters Score -861976.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Entering Unmasked Estep 
Score: -1798622.875000 Penalty: 1607.272705
	Iteration 0F: 2 clusters Score -1798623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1785145.750000 Penalty: 3214.545410
	Iteration 0F: 3 clusters Score -1785146 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1790012.875000 Penalty: 3214.545410
	Iteration 1F: 3 clusters Score -1790013 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1790462.250000 Penalty: 3214.545410
	Iteration 2F: 3 clusters Score -1790462 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1790923.375000 Penalty: 3214.545410
	Iteration 3F: 3 clusters Score -1790923 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1791419.000000 Penalty: 3214.545410
	Iteration 4F: 3 clusters Score -1791419 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1791987.750000 Penalty: 3214.545410
	Iteration 5F: 3 clusters Score -1791988 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1792625.500000 Penalty: 3214.545410
	Iteration 6F: 3 clusters Score -1792626 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1793328.875000 Penalty: 3214.545410
	Iteration 7F: 3 clusters Score -1793329 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1794048.625000 Penalty: 3214.545410
	Iteration 8F: 3 clusters Score -1794049 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1794743.125000 Penalty: 3214.545410
	Iteration 9Q: 3 clusters Score -1794743 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1795378.375000 Penalty: 3214.545410
	Iteration 10Q: 3 clusters Score -1795378 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1795904.375000 Penalty: 3214.545410
	Iteration 11Q: 3 clusters Score -1795904 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1796256.125000 Penalty: 3214.545410
	Iteration 12Q: 3 clusters Score -1796256 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1796418.750000 Penalty: 3214.545410
	Iteration 13Q: 3 clusters Score -1796419 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1796509.500000 Penalty: 3214.545410
	Iteration 14Q: 3 clusters Score -1796510 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1796586.250000 Penalty: 3214.545410
	Iteration 15Q: 3 clusters Score -1796586 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1796666.000000 Penalty: 3214.545410
	Iteration 16Q: 3 clusters Score -1796666 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1796720.000000 Penalty: 3214.545410
	Iteration 17Q: 3 clusters Score -1796720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1796745.750000 Penalty: 3214.545410
	Iteration 18Q: 3 clusters Score -1796746 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1796764.625000 Penalty: 3214.545410
	Iteration 19Q: 3 clusters Score -1796765 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1796781.250000 Penalty: 3214.545410
	Iteration 20F: 3 clusters Score -1796781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1796791.750000 Penalty: 3214.545410
	Iteration 21Q: 3 clusters Score -1796792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1796799.000000 Penalty: 3214.545410
	Iteration 22Q: 3 clusters Score -1796799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1796808.125000 Penalty: 3214.545410
	Iteration 23Q: 3 clusters Score -1796808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1796816.500000 Penalty: 3214.545410
	Iteration 24Q: 3 clusters Score -1796816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1796834.375000 Penalty: 3214.545410
	Iteration 25Q: 3 clusters Score -1796834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1796846.000000 Penalty: 3214.545410
	Iteration 26Q: 3 clusters Score -1796846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1796856.625000 Penalty: 3214.545410
	Iteration 27Q: 3 clusters Score -1796857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1796866.875000 Penalty: 3214.545410
	Iteration 28Q: 3 clusters Score -1796867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1796882.750000 Penalty: 3214.545410
	Iteration 29Q: 3 clusters Score -1796883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1796893.500000 Penalty: 3214.545410
	Iteration 30Q: 3 clusters Score -1796894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1796907.750000 Penalty: 3214.545410
	Iteration 31Q: 3 clusters Score -1796908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1796924.125000 Penalty: 3214.545410
	Iteration 32Q: 3 clusters Score -1796924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1796945.000000 Penalty: 3214.545410
	Iteration 33Q: 3 clusters Score -1796945 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1796964.500000 Penalty: 3214.545410
	Iteration 34Q: 3 clusters Score -1796964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1796980.125000 Penalty: 3214.545410
	Iteration 35Q: 3 clusters Score -1796980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1797002.500000 Penalty: 3214.545410
	Iteration 36Q: 3 clusters Score -1797002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1797017.125000 Penalty: 3214.545410
	Iteration 37Q: 3 clusters Score -1797017 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1797040.750000 Penalty: 3214.545410
	Iteration 38Q: 3 clusters Score -1797041 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1797058.000000 Penalty: 3214.545410
	Iteration 39Q: 3 clusters Score -1797058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1797077.875000 Penalty: 3214.545410
	Iteration 40F: 3 clusters Score -1797078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1797092.000000 Penalty: 3214.545410
	Iteration 41Q: 3 clusters Score -1797092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1797111.500000 Penalty: 3214.545410
	Iteration 42Q: 3 clusters Score -1797112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1797123.625000 Penalty: 3214.545410
	Iteration 43Q: 3 clusters Score -1797124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1797142.000000 Penalty: 3214.545410
	Iteration 44Q: 3 clusters Score -1797142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1797154.625000 Penalty: 3214.545410
	Iteration 45Q: 3 clusters Score -1797155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1797165.375000 Penalty: 3214.545410
	Iteration 46Q: 3 clusters Score -1797165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1797176.750000 Penalty: 3214.545410
	Iteration 47Q: 3 clusters Score -1797177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1797186.625000 Penalty: 3214.545410
	Iteration 48Q: 3 clusters Score -1797187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1797188.250000 Penalty: 3214.545410
	Iteration 49Q: 3 clusters Score -1797188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1797196.250000 Penalty: 3214.545410
	Iteration 50Q: 3 clusters Score -1797196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1797208.500000 Penalty: 3214.545410
	Iteration 51Q: 3 clusters Score -1797208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1797214.000000 Penalty: 3214.545410
	Iteration 52Q: 3 clusters Score -1797214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1797219.875000 Penalty: 3214.545410
	Iteration 53Q: 3 clusters Score -1797220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1797230.125000 Penalty: 3214.545410
	Iteration 54Q: 3 clusters Score -1797230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1797236.500000 Penalty: 3214.545410
	Iteration 55Q: 3 clusters Score -1797236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1797241.125000 Penalty: 3214.545410
	Iteration 56Q: 3 clusters Score -1797241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1797243.125000 Penalty: 3214.545410
	Iteration 57Q: 3 clusters Score -1797243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1797249.500000 Penalty: 3214.545410
	Iteration 58Q: 3 clusters Score -1797250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1797254.875000 Penalty: 3214.545410
	Iteration 59Q: 3 clusters Score -1797255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1797254.000000 Penalty: 3214.545410
	Iteration 60F: 3 clusters Score -1797254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1797256.125000 Penalty: 3214.545410
	Iteration 61Q: 3 clusters Score -1797256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1797256.625000 Penalty: 3214.545410
	Iteration 62Q: 3 clusters Score -1797257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1797257.875000 Penalty: 3214.545410
	Iteration 63Q: 3 clusters Score -1797258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1797257.625000 Penalty: 3214.545410
	Iteration 64Q: 3 clusters Score -1797258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1797262.125000 Penalty: 3214.545410
	Iteration 65Q: 3 clusters Score -1797262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1797259.625000 Penalty: 3214.545410
	Iteration 66Q: 3 clusters Score -1797260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1797263.250000 Penalty: 3214.545410
	Iteration 67Q: 3 clusters Score -1797263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1797266.375000 Penalty: 3214.545410
	Iteration 68Q: 3 clusters Score -1797266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1797267.125000 Penalty: 3214.545410
	Iteration 69Q: 3 clusters Score -1797267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1797268.125000 Penalty: 3214.545410
	Iteration 70Q: 3 clusters Score -1797268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1797266.875000 Penalty: 3214.545410
	Iteration 71Q: 3 clusters Score -1797267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1797270.875000 Penalty: 3214.545410
	Iteration 72Q: 3 clusters Score -1797271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1797271.375000 Penalty: 3214.545410
	Iteration 73Q: 3 clusters Score -1797271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1797271.750000 Penalty: 3214.545410
	Iteration 74Q: 3 clusters Score -1797272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1797273.000000 Penalty: 3214.545410
	Iteration 75Q: 3 clusters Score -1797273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1797273.125000 Penalty: 3214.545410
	Iteration 76Q: 3 clusters Score -1797273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1797273.125000 Penalty: 3214.545410
	Iteration 77F: 3 clusters Score -1797273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Entering Unmasked Estep 
Score: -1154703.375000 Penalty: 1538.838745
	Iteration 0F: 2 clusters Score -1154703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1145666.375000 Penalty: 3077.677490
	Iteration 0F: 3 clusters Score -1145666 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1148921.750000 Penalty: 3077.677490
	Iteration 1F: 3 clusters Score -1148922 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1149471.250000 Penalty: 3077.677490
	Iteration 2F: 3 clusters Score -1149471 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1149930.875000 Penalty: 3077.677490
	Iteration 3F: 3 clusters Score -1149931 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1150329.125000 Penalty: 3077.677490
	Iteration 4F: 3 clusters Score -1150329 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1150692.250000 Penalty: 3077.677490
	Iteration 5F: 3 clusters Score -1150692 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1151043.000000 Penalty: 3077.677490
	Iteration 6Q: 3 clusters Score -1151043 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1151358.500000 Penalty: 3077.677490
	Iteration 7Q: 3 clusters Score -1151358 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1151608.750000 Penalty: 3077.677490
	Iteration 8Q: 3 clusters Score -1151609 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1151819.625000 Penalty: 3077.677490
	Iteration 9Q: 3 clusters Score -1151820 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1152016.875000 Penalty: 3077.677490
	Iteration 10Q: 3 clusters Score -1152017 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1152201.500000 Penalty: 3077.677490
	Iteration 11Q: 3 clusters Score -1152202 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1152377.375000 Penalty: 3077.677490
	Iteration 12Q: 3 clusters Score -1152377 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1152546.750000 Penalty: 3077.677490
	Iteration 13Q: 3 clusters Score -1152547 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1152694.000000 Penalty: 3077.677490
	Iteration 14Q: 3 clusters Score -1152694 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1152822.125000 Penalty: 3077.677490
	Iteration 15Q: 3 clusters Score -1152822 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1152958.500000 Penalty: 3077.677490
	Iteration 16Q: 3 clusters Score -1152958 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1153074.250000 Penalty: 3077.677490
	Iteration 17Q: 3 clusters Score -1153074 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1153163.125000 Penalty: 3077.677490
	Iteration 18Q: 3 clusters Score -1153163 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1153228.250000 Penalty: 3077.677490
	Iteration 19Q: 3 clusters Score -1153228 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1153291.500000 Penalty: 3077.677490
	Iteration 20F: 3 clusters Score -1153292 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1153369.125000 Penalty: 3077.677490
	Iteration 21Q: 3 clusters Score -1153369 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1153470.625000 Penalty: 3077.677490
	Iteration 22Q: 3 clusters Score -1153471 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1153634.875000 Penalty: 3077.677490
	Iteration 23Q: 3 clusters Score -1153635 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1153840.000000 Penalty: 3077.677490
	Iteration 24Q: 3 clusters Score -1153840 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1153995.000000 Penalty: 3077.677490
	Iteration 25Q: 3 clusters Score -1153995 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1154073.875000 Penalty: 3077.677490
	Iteration 26Q: 3 clusters Score -1154074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1154106.750000 Penalty: 3077.677490
	Iteration 27Q: 3 clusters Score -1154107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1154123.750000 Penalty: 3077.677490
	Iteration 28Q: 3 clusters Score -1154124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1154134.750000 Penalty: 3077.677490
	Iteration 29Q: 3 clusters Score -1154135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1154141.875000 Penalty: 3077.677490
	Iteration 30Q: 3 clusters Score -1154142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1154146.125000 Penalty: 3077.677490
	Iteration 31Q: 3 clusters Score -1154146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1154146.125000 Penalty: 3077.677490
	Iteration 32Q: 3 clusters Score -1154146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1154148.375000 Penalty: 3077.677490
	Iteration 33Q: 3 clusters Score -1154148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1154150.125000 Penalty: 3077.677490
	Iteration 34Q: 3 clusters Score -1154150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1154148.625000 Penalty: 3077.677490
	Iteration 35Q: 3 clusters Score -1154149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1154151.375000 Penalty: 3077.677490
	Iteration 36Q: 3 clusters Score -1154151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1154154.375000 Penalty: 3077.677490
	Iteration 37Q: 3 clusters Score -1154154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1154155.625000 Penalty: 3077.677490
	Iteration 38Q: 3 clusters Score -1154156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1154154.875000 Penalty: 3077.677490
	Iteration 39Q: 3 clusters Score -1154155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1154154.875000 Penalty: 3077.677490
	Iteration 40F: 3 clusters Score -1154155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1154155.125000 Penalty: 3077.677490
	Iteration 41Q: 3 clusters Score -1154155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1154156.875000 Penalty: 3077.677490
	Iteration 42Q: 3 clusters Score -1154157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1154156.500000 Penalty: 3077.677490
	Iteration 43Q: 3 clusters Score -1154156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1154157.625000 Penalty: 3077.677490
	Iteration 44Q: 3 clusters Score -1154158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1154157.625000 Penalty: 3077.677490
	Iteration 45Q: 3 clusters Score -1154158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1154156.500000 Penalty: 3077.677490
	Iteration 46Q: 3 clusters Score -1154156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1154156.625000 Penalty: 3077.677490
	Iteration 47Q: 3 clusters Score -1154157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1154156.750000 Penalty: 3077.677490
	Iteration 48Q: 3 clusters Score -1154157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1154157.000000 Penalty: 3077.677490
	Iteration 49Q: 3 clusters Score -1154157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1154158.750000 Penalty: 3077.677490
	Iteration 50Q: 3 clusters Score -1154159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1154156.250000 Penalty: 3077.677490
	Iteration 51Q: 3 clusters Score -1154156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1154157.500000 Penalty: 3077.677490
	Iteration 52Q: 3 clusters Score -1154158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1154159.000000 Penalty: 3077.677490
	Iteration 53Q: 3 clusters Score -1154159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1154160.875000 Penalty: 3077.677490
	Iteration 54Q: 3 clusters Score -1154161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1154160.500000 Penalty: 3077.677490
	Iteration 55Q: 3 clusters Score -1154160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1154160.500000 Penalty: 3077.677490
	Iteration 56F: 3 clusters Score -1154160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Entering Unmasked Estep 
Score: -756395.125000 Penalty: 1474.236938
	Iteration 0F: 2 clusters Score -756395.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -750136.187500 Penalty: 2948.473877
	Iteration 0F: 3 clusters Score -750136.2 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -752321.437500 Penalty: 2948.473877
	Iteration 1F: 3 clusters Score -752321.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -752805.750000 Penalty: 2948.473877
	Iteration 2F: 3 clusters Score -752805.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -753415.062500 Penalty: 2948.473877
	Iteration 3F: 3 clusters Score -753415.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -754033.187500 Penalty: 2948.473877
	Iteration 4F: 3 clusters Score -754033.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -754556.625000 Penalty: 2948.473877
	Iteration 5F: 3 clusters Score -754556.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -754909.312500 Penalty: 2948.473877
	Iteration 6F: 3 clusters Score -754909.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -755097.062500 Penalty: 2948.473877
	Iteration 7Q: 3 clusters Score -755097.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -755190.375000 Penalty: 2948.473877
	Iteration 8Q: 3 clusters Score -755190.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -755238.937500 Penalty: 2948.473877
	Iteration 9Q: 3 clusters Score -755238.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -755276.437500 Penalty: 2948.473877
	Iteration 10Q: 3 clusters Score -755276.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -755317.875000 Penalty: 2948.473877
	Iteration 11Q: 3 clusters Score -755317.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -755343.062500 Penalty: 2948.473877
	Iteration 12Q: 3 clusters Score -755343.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -755359.500000 Penalty: 2948.473877
	Iteration 13Q: 3 clusters Score -755359.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -755371.875000 Penalty: 2948.473877
	Iteration 14Q: 3 clusters Score -755371.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -755382.062500 Penalty: 2948.473877
	Iteration 15Q: 3 clusters Score -755382.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -755389.562500 Penalty: 2948.473877
	Iteration 16Q: 3 clusters Score -755389.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -755396.250000 Penalty: 2948.473877
	Iteration 17Q: 3 clusters Score -755396.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -755404.250000 Penalty: 2948.473877
	Iteration 18Q: 3 clusters Score -755404.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -755414.062500 Penalty: 2948.473877
	Iteration 19Q: 3 clusters Score -755414.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -755421.125000 Penalty: 2948.473877
	Iteration 20F: 3 clusters Score -755421.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -755432.000000 Penalty: 2948.473877
	Iteration 21Q: 3 clusters Score -755432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -755441.125000 Penalty: 2948.473877
	Iteration 22Q: 3 clusters Score -755441.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -755450.062500 Penalty: 2948.473877
	Iteration 23Q: 3 clusters Score -755450.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -755458.312500 Penalty: 2948.473877
	Iteration 24Q: 3 clusters Score -755458.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -755470.437500 Penalty: 2948.473877
	Iteration 25Q: 3 clusters Score -755470.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -755479.187500 Penalty: 2948.473877
	Iteration 26Q: 3 clusters Score -755479.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -755488.937500 Penalty: 2948.473877
	Iteration 27Q: 3 clusters Score -755488.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -755498.125000 Penalty: 2948.473877
	Iteration 28Q: 3 clusters Score -755498.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -755501.937500 Penalty: 2948.473877
	Iteration 29Q: 3 clusters Score -755501.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -755508.562500 Penalty: 2948.473877
	Iteration 30Q: 3 clusters Score -755508.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -755514.875000 Penalty: 2948.473877
	Iteration 31Q: 3 clusters Score -755514.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -755523.312500 Penalty: 2948.473877
	Iteration 32Q: 3 clusters Score -755523.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -755525.375000 Penalty: 2948.473877
	Iteration 33Q: 3 clusters Score -755525.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -755535.937500 Penalty: 2948.473877
	Iteration 34Q: 3 clusters Score -755535.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -755545.500000 Penalty: 2948.473877
	Iteration 35Q: 3 clusters Score -755545.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -755553.937500 Penalty: 2948.473877
	Iteration 36Q: 3 clusters Score -755553.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -755563.312500 Penalty: 2948.473877
	Iteration 37Q: 3 clusters Score -755563.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -755569.812500 Penalty: 2948.473877
	Iteration 38Q: 3 clusters Score -755569.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -755572.562500 Penalty: 2948.473877
	Iteration 39Q: 3 clusters Score -755572.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -755575.562500 Penalty: 2948.473877
	Iteration 40F: 3 clusters Score -755575.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -755578.000000 Penalty: 2948.473877
	Iteration 41Q: 3 clusters Score -755578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -755576.000000 Penalty: 2948.473877
	Iteration 42Q: 3 clusters Score -755576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -755577.312500 Penalty: 2948.473877
	Iteration 43Q: 3 clusters Score -755577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -755579.687500 Penalty: 2948.473877
	Iteration 44Q: 3 clusters Score -755579.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -755580.250000 Penalty: 2948.473877
	Iteration 45Q: 3 clusters Score -755580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -755580.875000 Penalty: 2948.473877
	Iteration 46Q: 3 clusters Score -755580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -755578.562500 Penalty: 2948.473877
	Iteration 47Q: 3 clusters Score -755578.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -755578.562500 Penalty: 2948.473877
	Iteration 48F: 3 clusters Score -755578.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Entering Unmasked Estep 
Score: -5882333.000000 Penalty: 1800.091431
	Iteration 0F: 2 clusters Score -5882333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -5839189.000000 Penalty: 3600.182861
	Iteration 0F: 3 clusters Score -5839189 nChanged 30517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -5856997.500000 Penalty: 3600.182861
	Iteration 1F: 3 clusters Score -5856998 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -5858003.000000 Penalty: 3600.182861
	Iteration 2Q: 3 clusters Score -5858003 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -5859278.000000 Penalty: 3600.182861
	Iteration 3Q: 3 clusters Score -5859278 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -5860935.500000 Penalty: 3600.182861
	Iteration 4Q: 3 clusters Score -5860936 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -5863132.500000 Penalty: 3600.182861
	Iteration 5F: 3 clusters Score -5863132 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -5865846.500000 Penalty: 3600.182861
	Iteration 6F: 3 clusters Score -5865846 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -5868937.500000 Penalty: 3600.182861
	Iteration 7F: 3 clusters Score -5868938 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5871786.000000 Penalty: 3600.182861
	Iteration 8F: 3 clusters Score -5871786 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -5874015.000000 Penalty: 3600.182861
	Iteration 9Q: 3 clusters Score -5874015 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -5875548.000000 Penalty: 3600.182861
	Iteration 10Q: 3 clusters Score -5875548 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -5876660.000000 Penalty: 3600.182861
	Iteration 11Q: 3 clusters Score -5876660 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -5877461.000000 Penalty: 3600.182861
	Iteration 12Q: 3 clusters Score -5877461 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -5878083.000000 Penalty: 3600.182861
	Iteration 13Q: 3 clusters Score -5878083 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -5878566.500000 Penalty: 3600.182861
	Iteration 14Q: 3 clusters Score -5878566 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -5878906.500000 Penalty: 3600.182861
	Iteration 15Q: 3 clusters Score -5878906 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -5879155.000000 Penalty: 3600.182861
	Iteration 16Q: 3 clusters Score -5879155 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -5879304.000000 Penalty: 3600.182861
	Iteration 17Q: 3 clusters Score -5879304 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -5879424.500000 Penalty: 3600.182861
	Iteration 18Q: 3 clusters Score -5879424 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -5879520.500000 Penalty: 3600.182861
	Iteration 19Q: 3 clusters Score -5879520 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -5879609.000000 Penalty: 3600.182861
	Iteration 20F: 3 clusters Score -5879609 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -5879677.500000 Penalty: 3600.182861
	Iteration 21Q: 3 clusters Score -5879678 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -5879784.500000 Penalty: 3600.182861
	Iteration 22Q: 3 clusters Score -5879784 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -5879852.000000 Penalty: 3600.182861
	Iteration 23Q: 3 clusters Score -5879852 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -5879907.500000 Penalty: 3600.182861
	Iteration 24Q: 3 clusters Score -5879908 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -5879925.500000 Penalty: 3600.182861
	Iteration 25Q: 3 clusters Score -5879926 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -5879980.000000 Penalty: 3600.182861
	Iteration 26Q: 3 clusters Score -5879980 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -5880031.000000 Penalty: 3600.182861
	Iteration 27Q: 3 clusters Score -5880031 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -5880064.000000 Penalty: 3600.182861
	Iteration 28Q: 3 clusters Score -5880064 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -5880093.500000 Penalty: 3600.182861
	Iteration 29Q: 3 clusters Score -5880094 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -5880134.500000 Penalty: 3600.182861
	Iteration 30Q: 3 clusters Score -5880134 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -5880175.500000 Penalty: 3600.182861
	Iteration 31Q: 3 clusters Score -5880176 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -5880204.500000 Penalty: 3600.182861
	Iteration 32Q: 3 clusters Score -5880204 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -5880245.500000 Penalty: 3600.182861
	Iteration 33Q: 3 clusters Score -5880246 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -5880246.500000 Penalty: 3600.182861
	Iteration 34Q: 3 clusters Score -5880246 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -5880273.000000 Penalty: 3600.182861
	Iteration 35Q: 3 clusters Score -5880273 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -5880308.000000 Penalty: 3600.182861
	Iteration 36Q: 3 clusters Score -5880308 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -5880341.500000 Penalty: 3600.182861
	Iteration 37Q: 3 clusters Score -5880342 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -5880358.500000 Penalty: 3600.182861
	Iteration 38Q: 3 clusters Score -5880358 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -5880393.500000 Penalty: 3600.182861
	Iteration 39Q: 3 clusters Score -5880394 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -5880463.500000 Penalty: 3600.182861
	Iteration 40F: 3 clusters Score -5880464 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -5880489.000000 Penalty: 3600.182861
	Iteration 41Q: 3 clusters Score -5880489 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -5880498.000000 Penalty: 3600.182861
	Iteration 42Q: 3 clusters Score -5880498 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -5880542.500000 Penalty: 3600.182861
	Iteration 43Q: 3 clusters Score -5880542 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -5880575.000000 Penalty: 3600.182861
	Iteration 44Q: 3 clusters Score -5880575 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -5880627.500000 Penalty: 3600.182861
	Iteration 45Q: 3 clusters Score -5880628 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -5880651.500000 Penalty: 3600.182861
	Iteration 46Q: 3 clusters Score -5880652 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -5880689.500000 Penalty: 3600.182861
	Iteration 47Q: 3 clusters Score -5880690 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -5880734.000000 Penalty: 3600.182861
	Iteration 48Q: 3 clusters Score -5880734 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -5880736.000000 Penalty: 3600.182861
	Iteration 49Q: 3 clusters Score -5880736 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -5880774.500000 Penalty: 3600.182861
	Iteration 50Q: 3 clusters Score -5880774 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -5880796.000000 Penalty: 3600.182861
	Iteration 51Q: 3 clusters Score -5880796 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -5880807.000000 Penalty: 3600.182861
	Iteration 52Q: 3 clusters Score -5880807 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -5880823.500000 Penalty: 3600.182861
	Iteration 53Q: 3 clusters Score -5880824 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -5880838.000000 Penalty: 3600.182861
	Iteration 54Q: 3 clusters Score -5880838 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -5880843.000000 Penalty: 3600.182861
	Iteration 55Q: 3 clusters Score -5880843 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -5880857.500000 Penalty: 3600.182861
	Iteration 56Q: 3 clusters Score -5880858 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 61668 members 
Entering Unmasked Estep 
Score: -5880887.000000 Penalty: 3600.182861
	Iteration 57Q: 3 clusters Score -5880887 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 61772 members 
Entering Unmasked Estep 
Score: -5880891.500000 Penalty: 3600.182861
	Iteration 58Q: 3 clusters Score -5880892 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -5880890.500000 Penalty: 3600.182861
	Iteration 59Q: 3 clusters Score -5880890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -5880902.500000 Penalty: 3600.182861
	Iteration 60F: 3 clusters Score -5880902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -5880919.500000 Penalty: 3600.182861
	Iteration 61Q: 3 clusters Score -5880920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -5880928.000000 Penalty: 3600.182861
	Iteration 62Q: 3 clusters Score -5880928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -5880958.000000 Penalty: 3600.182861
	Iteration 63Q: 3 clusters Score -5880958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -5880968.500000 Penalty: 3600.182861
	Iteration 64Q: 3 clusters Score -5880968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -5880983.000000 Penalty: 3600.182861
	Iteration 65Q: 3 clusters Score -5880983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -5880983.500000 Penalty: 3600.182861
	Iteration 66Q: 3 clusters Score -5880984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -5880987.500000 Penalty: 3600.182861
	Iteration 67Q: 3 clusters Score -5880988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -5880998.500000 Penalty: 3600.182861
	Iteration 68Q: 3 clusters Score -5880998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -5881006.500000 Penalty: 3600.182861
	Iteration 69Q: 3 clusters Score -5881006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -5881021.000000 Penalty: 3600.182861
	Iteration 70Q: 3 clusters Score -5881021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -5881034.500000 Penalty: 3600.182861
	Iteration 71Q: 3 clusters Score -5881034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -5881024.000000 Penalty: 3600.182861
	Iteration 72Q: 3 clusters Score -5881024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -5881035.000000 Penalty: 3600.182861
	Iteration 73Q: 3 clusters Score -5881035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -5881035.500000 Penalty: 3600.182861
	Iteration 74Q: 3 clusters Score -5881036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -5881032.000000 Penalty: 3600.182861
	Iteration 75Q: 3 clusters Score -5881032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -5881043.000000 Penalty: 3600.182861
	Iteration 76Q: 3 clusters Score -5881043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -5881047.000000 Penalty: 3600.182861
	Iteration 77Q: 3 clusters Score -5881047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -5881044.500000 Penalty: 3600.182861
	Iteration 78Q: 3 clusters Score -5881044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -5881055.000000 Penalty: 3600.182861
	Iteration 79Q: 3 clusters Score -5881055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -5881053.000000 Penalty: 3600.182861
	Iteration 80F: 3 clusters Score -5881053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 62722 members 
Entering Unmasked Estep 
Score: -5881051.500000 Penalty: 3600.182861
	Iteration 81Q: 3 clusters Score -5881052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -5881053.000000 Penalty: 3600.182861
	Iteration 82Q: 3 clusters Score -5881053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -5881060.000000 Penalty: 3600.182861
	Iteration 83Q: 3 clusters Score -5881060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -5881047.000000 Penalty: 3600.182861
	Iteration 84Q: 3 clusters Score -5881047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -5881054.500000 Penalty: 3600.182861
	Iteration 85Q: 3 clusters Score -5881054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -5881051.500000 Penalty: 3600.182861
	Iteration 86Q: 3 clusters Score -5881052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 62781 members 
Entering Unmasked Estep 
Score: -5881056.000000 Penalty: 3600.182861
	Iteration 87Q: 3 clusters Score -5881056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -5881058.500000 Penalty: 3600.182861
	Iteration 88Q: 3 clusters Score -5881058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -5881052.000000 Penalty: 3600.182861
	Iteration 89Q: 3 clusters Score -5881052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -5881056.000000 Penalty: 3600.182861
	Iteration 90Q: 3 clusters Score -5881056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -5881057.500000 Penalty: 3600.182861
	Iteration 91Q: 3 clusters Score -5881058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -5881050.000000 Penalty: 3600.182861
	Iteration 92Q: 3 clusters Score -5881050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -5881057.000000 Penalty: 3600.182861
	Iteration 93Q: 3 clusters Score -5881057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -5881057.000000 Penalty: 3600.182861
	Iteration 94Q: 3 clusters Score -5881057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -5881053.000000 Penalty: 3600.182861
	Iteration 95Q: 3 clusters Score -5881053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -5881050.500000 Penalty: 3600.182861
	Iteration 96Q: 3 clusters Score -5881050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -5881045.000000 Penalty: 3600.182861
	Iteration 97Q: 3 clusters Score -5881045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -5881052.000000 Penalty: 3600.182861
	Iteration 98Q: 3 clusters Score -5881052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -5881070.500000 Penalty: 3600.182861
	Iteration 99Q: 3 clusters Score -5881070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -5881066.000000 Penalty: 3600.182861
	Iteration 100F: 3 clusters Score -5881066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -5881066.500000 Penalty: 3600.182861
	Iteration 101Q: 3 clusters Score -5881066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -5881071.000000 Penalty: 3600.182861
	Iteration 102Q: 3 clusters Score -5881071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -5881073.500000 Penalty: 3600.182861
	Iteration 103Q: 3 clusters Score -5881074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -5881068.500000 Penalty: 3600.182861
	Iteration 104Q: 3 clusters Score -5881068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -5881069.500000 Penalty: 3600.182861
	Iteration 105Q: 3 clusters Score -5881070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -5881074.000000 Penalty: 3600.182861
	Iteration 106Q: 3 clusters Score -5881074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -5881070.500000 Penalty: 3600.182861
	Iteration 107Q: 3 clusters Score -5881070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -5881074.500000 Penalty: 3600.182861
	Iteration 108Q: 3 clusters Score -5881074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -5881076.000000 Penalty: 3600.182861
	Iteration 109Q: 3 clusters Score -5881076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -5881076.500000 Penalty: 3600.182861
	Iteration 110Q: 3 clusters Score -5881076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -5881086.500000 Penalty: 3600.182861
	Iteration 111Q: 3 clusters Score -5881086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -5881100.500000 Penalty: 3600.182861
	Iteration 112Q: 3 clusters Score -5881100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -5881105.000000 Penalty: 3600.182861
	Iteration 113Q: 3 clusters Score -5881105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -5881121.000000 Penalty: 3600.182861
	Iteration 114Q: 3 clusters Score -5881121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -5881120.500000 Penalty: 3600.182861
	Iteration 115Q: 3 clusters Score -5881120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
Score: -5881129.500000 Penalty: 3600.182861
	Iteration 116Q: 3 clusters Score -5881130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -5881121.500000 Penalty: 3600.182861
	Iteration 117Q: 3 clusters Score -5881122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 63179 members 
Entering Unmasked Estep 
Score: -5881118.000000 Penalty: 3600.182861
	Iteration 118Q: 3 clusters Score -5881118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -5881116.000000 Penalty: 3600.182861
	Iteration 119Q: 3 clusters Score -5881116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -5881116.000000 Penalty: 3600.182861
	Iteration 120F: 3 clusters Score -5881116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 63223 members 
Entering Unmasked Estep 
Score: -5881109.500000 Penalty: 3600.182861
	Iteration 121Q: 3 clusters Score -5881110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -5881123.000000 Penalty: 3600.182861
	Iteration 122Q: 3 clusters Score -5881123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -5881115.500000 Penalty: 3600.182861
	Iteration 123Q: 3 clusters Score -5881116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -5881122.500000 Penalty: 3600.182861
	Iteration 124Q: 3 clusters Score -5881122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -5881128.000000 Penalty: 3600.182861
	Iteration 125Q: 3 clusters Score -5881128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -5881127.000000 Penalty: 3600.182861
	Iteration 126Q: 3 clusters Score -5881127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -5881139.000000 Penalty: 3600.182861
	Iteration 127Q: 3 clusters Score -5881139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -5881141.500000 Penalty: 3600.182861
	Iteration 128Q: 3 clusters Score -5881142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -5881143.500000 Penalty: 3600.182861
	Iteration 129Q: 3 clusters Score -5881144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -5881145.000000 Penalty: 3600.182861
	Iteration 130Q: 3 clusters Score -5881145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -5881145.000000 Penalty: 3600.182861
	Iteration 131Q: 3 clusters Score -5881145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -5881157.500000 Penalty: 3600.182861
	Iteration 132Q: 3 clusters Score -5881158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -5881166.500000 Penalty: 3600.182861
	Iteration 133Q: 3 clusters Score -5881166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -5881177.500000 Penalty: 3600.182861
	Iteration 134Q: 3 clusters Score -5881178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 63380 members 
Entering Unmasked Estep 
Score: -5881186.500000 Penalty: 3600.182861
	Iteration 135Q: 3 clusters Score -5881186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -5881188.000000 Penalty: 3600.182861
	Iteration 136Q: 3 clusters Score -5881188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -5881208.000000 Penalty: 3600.182861
	Iteration 137Q: 3 clusters Score -5881208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -5881204.000000 Penalty: 3600.182861
	Iteration 138Q: 3 clusters Score -5881204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -5881211.000000 Penalty: 3600.182861
	Iteration 139Q: 3 clusters Score -5881211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -5881204.000000 Penalty: 3600.182861
	Iteration 140F: 3 clusters Score -5881204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -5881207.500000 Penalty: 3600.182861
	Iteration 141Q: 3 clusters Score -5881208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -5881214.500000 Penalty: 3600.182861
	Iteration 142Q: 3 clusters Score -5881214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -5881216.500000 Penalty: 3600.182861
	Iteration 143Q: 3 clusters Score -5881216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -5881215.500000 Penalty: 3600.182861
	Iteration 144Q: 3 clusters Score -5881216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -5881225.500000 Penalty: 3600.182861
	Iteration 145Q: 3 clusters Score -5881226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -5881233.500000 Penalty: 3600.182861
	Iteration 146Q: 3 clusters Score -5881234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -5881228.500000 Penalty: 3600.182861
	Iteration 147Q: 3 clusters Score -5881228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -5881238.500000 Penalty: 3600.182861
	Iteration 148Q: 3 clusters Score -5881238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -5881238.000000 Penalty: 3600.182861
	Iteration 149Q: 3 clusters Score -5881238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -5881239.500000 Penalty: 3600.182861
	Iteration 150Q: 3 clusters Score -5881240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -5881240.000000 Penalty: 3600.182861
	Iteration 151Q: 3 clusters Score -5881240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -5881244.500000 Penalty: 3600.182861
	Iteration 152Q: 3 clusters Score -5881244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -5881244.500000 Penalty: 3600.182861
	Iteration 153F: 3 clusters Score -5881244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -207820.296875 Penalty: 1262.386597
	Iteration 0F: 2 clusters Score -207820.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -205517.671875 Penalty: 2524.773193
	Iteration 0F: 3 clusters Score -205517.7 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -206150.078125 Penalty: 2524.773193
	Iteration 1F: 3 clusters Score -206150.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -206318.828125 Penalty: 2524.773193
	Iteration 2F: 3 clusters Score -206318.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -206439.312500 Penalty: 2524.773193
	Iteration 3F: 3 clusters Score -206439.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -206536.750000 Penalty: 2524.773193
	Iteration 4F: 3 clusters Score -206536.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -206632.703125 Penalty: 2524.773193
	Iteration 5Q: 3 clusters Score -206632.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -206720.375000 Penalty: 2524.773193
	Iteration 6Q: 3 clusters Score -206720.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -206783.906250 Penalty: 2524.773193
	Iteration 7Q: 3 clusters Score -206783.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -206849.218750 Penalty: 2524.773193
	Iteration 8Q: 3 clusters Score -206849.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -206908.843750 Penalty: 2524.773193
	Iteration 9Q: 3 clusters Score -206908.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -206964.078125 Penalty: 2524.773193
	Iteration 10Q: 3 clusters Score -206964.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -207004.781250 Penalty: 2524.773193
	Iteration 11Q: 3 clusters Score -207004.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -207030.093750 Penalty: 2524.773193
	Iteration 12Q: 3 clusters Score -207030.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -207048.625000 Penalty: 2524.773193
	Iteration 13Q: 3 clusters Score -207048.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -207063.375000 Penalty: 2524.773193
	Iteration 14Q: 3 clusters Score -207063.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -207072.015625 Penalty: 2524.773193
	Iteration 15Q: 3 clusters Score -207072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -207077.125000 Penalty: 2524.773193
	Iteration 16Q: 3 clusters Score -207077.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -207082.640625 Penalty: 2524.773193
	Iteration 17Q: 3 clusters Score -207082.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -207089.968750 Penalty: 2524.773193
	Iteration 18Q: 3 clusters Score -207090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -207094.812500 Penalty: 2524.773193
	Iteration 19Q: 3 clusters Score -207094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -207097.265625 Penalty: 2524.773193
	Iteration 20F: 3 clusters Score -207097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -207098.421875 Penalty: 2524.773193
	Iteration 21Q: 3 clusters Score -207098.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -207100.093750 Penalty: 2524.773193
	Iteration 22Q: 3 clusters Score -207100.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -207104.140625 Penalty: 2524.773193
	Iteration 23Q: 3 clusters Score -207104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -207105.968750 Penalty: 2524.773193
	Iteration 24Q: 3 clusters Score -207106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -207107.109375 Penalty: 2524.773193
	Iteration 25Q: 3 clusters Score -207107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -207108.125000 Penalty: 2524.773193
	Iteration 26Q: 3 clusters Score -207108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -207108.125000 Penalty: 2524.773193
	Iteration 27F: 3 clusters Score -207108.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Entering Unmasked Estep 
Score: -5233529.500000 Penalty: 1778.694336
	Iteration 0F: 2 clusters Score -5233530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -5195676.000000 Penalty: 3557.388672
	Iteration 0F: 3 clusters Score -5195676 nChanged 26767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -5210773.500000 Penalty: 3557.388672
	Iteration 1F: 3 clusters Score -5210774 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -5211133.000000 Penalty: 3557.388672
	Iteration 2Q: 3 clusters Score -5211133 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -5211536.000000 Penalty: 3557.388672
	Iteration 3Q: 3 clusters Score -5211536 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -5211868.000000 Penalty: 3557.388672
	Iteration 4Q: 3 clusters Score -5211868 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -5212253.000000 Penalty: 3557.388672
	Iteration 5Q: 3 clusters Score -5212253 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -5212631.500000 Penalty: 3557.388672
	Iteration 6Q: 3 clusters Score -5212632 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -5213177.500000 Penalty: 3557.388672
	Iteration 7Q: 3 clusters Score -5213178 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -5213837.000000 Penalty: 3557.388672
	Iteration 8Q: 3 clusters Score -5213837 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -5214763.500000 Penalty: 3557.388672
	Iteration 9Q: 3 clusters Score -5214764 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -5216203.500000 Penalty: 3557.388672
	Iteration 10Q: 3 clusters Score -5216204 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -5218337.500000 Penalty: 3557.388672
	Iteration 11F: 3 clusters Score -5218338 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -5221012.500000 Penalty: 3557.388672
	Iteration 12F: 3 clusters Score -5221012 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -5223567.000000 Penalty: 3557.388672
	Iteration 13F: 3 clusters Score -5223567 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -5225497.000000 Penalty: 3557.388672
	Iteration 14Q: 3 clusters Score -5225497 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -5226720.500000 Penalty: 3557.388672
	Iteration 15Q: 3 clusters Score -5226720 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -5227549.000000 Penalty: 3557.388672
	Iteration 16Q: 3 clusters Score -5227549 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -5228283.000000 Penalty: 3557.388672
	Iteration 17Q: 3 clusters Score -5228283 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -5228925.000000 Penalty: 3557.388672
	Iteration 18Q: 3 clusters Score -5228925 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -5229470.500000 Penalty: 3557.388672
	Iteration 19Q: 3 clusters Score -5229470 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -5229996.500000 Penalty: 3557.388672
	Iteration 20F: 3 clusters Score -5229996 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -5230432.000000 Penalty: 3557.388672
	Iteration 21Q: 3 clusters Score -5230432 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -5230824.000000 Penalty: 3557.388672
	Iteration 22Q: 3 clusters Score -5230824 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -5231146.500000 Penalty: 3557.388672
	Iteration 23Q: 3 clusters Score -5231146 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5231372.000000 Penalty: 3557.388672
	Iteration 24Q: 3 clusters Score -5231372 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5231549.000000 Penalty: 3557.388672
	Iteration 25Q: 3 clusters Score -5231549 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -5231680.500000 Penalty: 3557.388672
	Iteration 26Q: 3 clusters Score -5231680 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5231777.000000 Penalty: 3557.388672
	Iteration 27Q: 3 clusters Score -5231777 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5231871.000000 Penalty: 3557.388672
	Iteration 28Q: 3 clusters Score -5231871 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5231926.000000 Penalty: 3557.388672
	Iteration 29Q: 3 clusters Score -5231926 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5231989.500000 Penalty: 3557.388672
	Iteration 30Q: 3 clusters Score -5231990 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5232063.000000 Penalty: 3557.388672
	Iteration 31Q: 3 clusters Score -5232063 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5232108.500000 Penalty: 3557.388672
	Iteration 32Q: 3 clusters Score -5232108 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5232162.500000 Penalty: 3557.388672
	Iteration 33Q: 3 clusters Score -5232162 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5232181.500000 Penalty: 3557.388672
	Iteration 34Q: 3 clusters Score -5232182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5232201.500000 Penalty: 3557.388672
	Iteration 35Q: 3 clusters Score -5232202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5232205.500000 Penalty: 3557.388672
	Iteration 36Q: 3 clusters Score -5232206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5232196.500000 Penalty: 3557.388672
	Iteration 37Q: 3 clusters Score -5232196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5232212.000000 Penalty: 3557.388672
	Iteration 38Q: 3 clusters Score -5232212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5232224.500000 Penalty: 3557.388672
	Iteration 39Q: 3 clusters Score -5232224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5232238.000000 Penalty: 3557.388672
	Iteration 40F: 3 clusters Score -5232238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5232238.500000 Penalty: 3557.388672
	Iteration 41Q: 3 clusters Score -5232238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5232239.000000 Penalty: 3557.388672
	Iteration 42Q: 3 clusters Score -5232239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5232241.500000 Penalty: 3557.388672
	Iteration 43Q: 3 clusters Score -5232242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5232252.500000 Penalty: 3557.388672
	Iteration 44Q: 3 clusters Score -5232252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5232261.000000 Penalty: 3557.388672
	Iteration 45Q: 3 clusters Score -5232261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5232248.500000 Penalty: 3557.388672
	Iteration 46Q: 3 clusters Score -5232248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5232252.500000 Penalty: 3557.388672
	Iteration 47Q: 3 clusters Score -5232252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5232259.000000 Penalty: 3557.388672
	Iteration 48Q: 3 clusters Score -5232259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5232259.000000 Penalty: 3557.388672
	Iteration 49Q: 3 clusters Score -5232259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5232263.000000 Penalty: 3557.388672
	Iteration 50Q: 3 clusters Score -5232263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5232262.500000 Penalty: 3557.388672
	Iteration 51Q: 3 clusters Score -5232262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5232268.000000 Penalty: 3557.388672
	Iteration 52Q: 3 clusters Score -5232268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5232270.000000 Penalty: 3557.388672
	Iteration 53Q: 3 clusters Score -5232270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5232277.000000 Penalty: 3557.388672
	Iteration 54Q: 3 clusters Score -5232277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5232274.500000 Penalty: 3557.388672
	Iteration 55Q: 3 clusters Score -5232274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5232279.000000 Penalty: 3557.388672
	Iteration 56Q: 3 clusters Score -5232279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5232280.000000 Penalty: 3557.388672
	Iteration 57Q: 3 clusters Score -5232280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5232283.000000 Penalty: 3557.388672
	Iteration 58Q: 3 clusters Score -5232283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5232287.500000 Penalty: 3557.388672
	Iteration 59Q: 3 clusters Score -5232288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5232287.500000 Penalty: 3557.388672
	Iteration 60F: 3 clusters Score -5232288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Entering Unmasked Estep 
Score: -524932.687500 Penalty: 1410.912476
	Iteration 0F: 2 clusters Score -524932.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -520415.218750 Penalty: 2821.824951
	Iteration 0F: 3 clusters Score -520415.2 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -521784.187500 Penalty: 2821.824951
	Iteration 1F: 3 clusters Score -521784.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -522151.312500 Penalty: 2821.824951
	Iteration 2F: 3 clusters Score -522151.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -522647.812500 Penalty: 2821.824951
	Iteration 3F: 3 clusters Score -522647.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -523193.062500 Penalty: 2821.824951
	Iteration 4F: 3 clusters Score -523193.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -523683.906250 Penalty: 2821.824951
	Iteration 5F: 3 clusters Score -523683.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -524019.531250 Penalty: 2821.824951
	Iteration 6F: 3 clusters Score -524019.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -524213.000000 Penalty: 2821.824951
	Iteration 7Q: 3 clusters Score -524213 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -524305.687500 Penalty: 2821.824951
	Iteration 8Q: 3 clusters Score -524305.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -524355.750000 Penalty: 2821.824951
	Iteration 9Q: 3 clusters Score -524355.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -524388.187500 Penalty: 2821.824951
	Iteration 10Q: 3 clusters Score -524388.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -524413.000000 Penalty: 2821.824951
	Iteration 11Q: 3 clusters Score -524413 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -524437.437500 Penalty: 2821.824951
	Iteration 12Q: 3 clusters Score -524437.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -524460.812500 Penalty: 2821.824951
	Iteration 13Q: 3 clusters Score -524460.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -524476.875000 Penalty: 2821.824951
	Iteration 14Q: 3 clusters Score -524476.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -524489.062500 Penalty: 2821.824951
	Iteration 15Q: 3 clusters Score -524489.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -524502.312500 Penalty: 2821.824951
	Iteration 16Q: 3 clusters Score -524502.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -524515.437500 Penalty: 2821.824951
	Iteration 17Q: 3 clusters Score -524515.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -524534.000000 Penalty: 2821.824951
	Iteration 18Q: 3 clusters Score -524534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -524547.062500 Penalty: 2821.824951
	Iteration 19Q: 3 clusters Score -524547.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -524556.250000 Penalty: 2821.824951
	Iteration 20F: 3 clusters Score -524556.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -524566.312500 Penalty: 2821.824951
	Iteration 21Q: 3 clusters Score -524566.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -524574.312500 Penalty: 2821.824951
	Iteration 22Q: 3 clusters Score -524574.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -524578.437500 Penalty: 2821.824951
	Iteration 23Q: 3 clusters Score -524578.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -524579.937500 Penalty: 2821.824951
	Iteration 24Q: 3 clusters Score -524579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -524581.500000 Penalty: 2821.824951
	Iteration 25Q: 3 clusters Score -524581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -524582.625000 Penalty: 2821.824951
	Iteration 26Q: 3 clusters Score -524582.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -524582.625000 Penalty: 2821.824951
	Iteration 27F: 3 clusters Score -524582.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -134277.109375 Penalty: 1184.117432
	Iteration 0F: 2 clusters Score -134277.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -132561.000000 Penalty: 2368.234863
	Iteration 0F: 3 clusters Score -132561 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -132888.578125 Penalty: 2368.234863
	Iteration 1F: 3 clusters Score -132888.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -132968.234375 Penalty: 2368.234863
	Iteration 2F: 3 clusters Score -132968.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -133020.796875 Penalty: 2368.234863
	Iteration 3Q: 3 clusters Score -133020.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -133050.046875 Penalty: 2368.234863
	Iteration 4Q: 3 clusters Score -133050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -133075.828125 Penalty: 2368.234863
	Iteration 5Q: 3 clusters Score -133075.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -133091.640625 Penalty: 2368.234863
	Iteration 6Q: 3 clusters Score -133091.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -133106.906250 Penalty: 2368.234863
	Iteration 7Q: 3 clusters Score -133106.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133120.218750 Penalty: 2368.234863
	Iteration 8Q: 3 clusters Score -133120.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -133132.921875 Penalty: 2368.234863
	Iteration 9Q: 3 clusters Score -133132.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -133146.265625 Penalty: 2368.234863
	Iteration 10Q: 3 clusters Score -133146.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133156.765625 Penalty: 2368.234863
	Iteration 11Q: 3 clusters Score -133156.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -133166.453125 Penalty: 2368.234863
	Iteration 12Q: 3 clusters Score -133166.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -133172.171875 Penalty: 2368.234863
	Iteration 13Q: 3 clusters Score -133172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133175.953125 Penalty: 2368.234863
	Iteration 14Q: 3 clusters Score -133176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -133188.453125 Penalty: 2368.234863
	Iteration 15Q: 3 clusters Score -133188.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133197.546875 Penalty: 2368.234863
	Iteration 16Q: 3 clusters Score -133197.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -133202.078125 Penalty: 2368.234863
	Iteration 17Q: 3 clusters Score -133202.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -133207.656250 Penalty: 2368.234863
	Iteration 18Q: 3 clusters Score -133207.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -133210.125000 Penalty: 2368.234863
	Iteration 19Q: 3 clusters Score -133210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -133211.156250 Penalty: 2368.234863
	Iteration 20F: 3 clusters Score -133211.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -133212.953125 Penalty: 2368.234863
	Iteration 21Q: 3 clusters Score -133213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -133213.937500 Penalty: 2368.234863
	Iteration 22Q: 3 clusters Score -133213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -133214.359375 Penalty: 2368.234863
	Iteration 23Q: 3 clusters Score -133214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -133214.359375 Penalty: 2368.234863
	Iteration 24F: 3 clusters Score -133214.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (87141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87141 members 
Entering Unmasked Estep 
Score: -7990215.000000 Penalty: 1848.483398
	Iteration 0F: 2 clusters Score -7990215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -7931951.000000 Penalty: 3696.966797
	Iteration 0F: 3 clusters Score -7931951 nChanged 41802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -7956895.000000 Penalty: 3696.966797
	Iteration 1F: 3 clusters Score -7956895 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -7958505.500000 Penalty: 3696.966797
	Iteration 2Q: 3 clusters Score -7958506 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -7961216.000000 Penalty: 3696.966797
	Iteration 3F: 3 clusters Score -7961216 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -7964822.500000 Penalty: 3696.966797
	Iteration 4F: 3 clusters Score -7964822 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -7968728.000000 Penalty: 3696.966797
	Iteration 5F: 3 clusters Score -7968728 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -7972154.500000 Penalty: 3696.966797
	Iteration 6F: 3 clusters Score -7972154 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -7974806.500000 Penalty: 3696.966797
	Iteration 7F: 3 clusters Score -7974806 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -7977010.500000 Penalty: 3696.966797
	Iteration 8Q: 3 clusters Score -7977010 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -7978977.000000 Penalty: 3696.966797
	Iteration 9Q: 3 clusters Score -7978977 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -7981062.500000 Penalty: 3696.966797
	Iteration 10Q: 3 clusters Score -7981062 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -7983091.500000 Penalty: 3696.966797
	Iteration 11Q: 3 clusters Score -7983092 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -7984880.500000 Penalty: 3696.966797
	Iteration 12Q: 3 clusters Score -7984880 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83854 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -7986330.500000 Penalty: 3696.966797
	Iteration 13Q: 3 clusters Score -7986330 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7987266.500000 Penalty: 3696.966797
	Iteration 14Q: 3 clusters Score -7987266 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7987879.000000 Penalty: 3696.966797
	Iteration 15Q: 3 clusters Score -7987879 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7988219.500000 Penalty: 3696.966797
	Iteration 16Q: 3 clusters Score -7988220 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86469 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7988373.000000 Penalty: 3696.966797
	Iteration 17Q: 3 clusters Score -7988373 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7988473.500000 Penalty: 3696.966797
	Iteration 18Q: 3 clusters Score -7988474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7988523.000000 Penalty: 3696.966797
	Iteration 19Q: 3 clusters Score -7988523 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7988561.500000 Penalty: 3696.966797
	Iteration 20F: 3 clusters Score -7988562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7988583.000000 Penalty: 3696.966797
	Iteration 21Q: 3 clusters Score -7988583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7988594.500000 Penalty: 3696.966797
	Iteration 22Q: 3 clusters Score -7988594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86742 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7988618.000000 Penalty: 3696.966797
	Iteration 23Q: 3 clusters Score -7988618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7988621.000000 Penalty: 3696.966797
	Iteration 24Q: 3 clusters Score -7988621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86755 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7988640.500000 Penalty: 3696.966797
	Iteration 25Q: 3 clusters Score -7988640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7988647.500000 Penalty: 3696.966797
	Iteration 26Q: 3 clusters Score -7988648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86771 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7988649.500000 Penalty: 3696.966797
	Iteration 27Q: 3 clusters Score -7988650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86775 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7988662.000000 Penalty: 3696.966797
	Iteration 28Q: 3 clusters Score -7988662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7988667.000000 Penalty: 3696.966797
	Iteration 29Q: 3 clusters Score -7988667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7988670.500000 Penalty: 3696.966797
	Iteration 30Q: 3 clusters Score -7988670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7988668.000000 Penalty: 3696.966797
	Iteration 31Q: 3 clusters Score -7988668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7988672.500000 Penalty: 3696.966797
	Iteration 32Q: 3 clusters Score -7988672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7988672.500000 Penalty: 3696.966797
	Iteration 33Q: 3 clusters Score -7988672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7988679.000000 Penalty: 3696.966797
	Iteration 34Q: 3 clusters Score -7988679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7988678.000000 Penalty: 3696.966797
	Iteration 35Q: 3 clusters Score -7988678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86781 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7988681.500000 Penalty: 3696.966797
	Iteration 36Q: 3 clusters Score -7988682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7988688.500000 Penalty: 3696.966797
	Iteration 37Q: 3 clusters Score -7988688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7988688.500000 Penalty: 3696.966797
	Iteration 38F: 3 clusters Score -7988688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Entering Unmasked Estep 
Score: -2351317.000000 Penalty: 1646.375122
	Iteration 0F: 2 clusters Score -2351317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2334296.500000 Penalty: 3292.750244
	Iteration 0F: 3 clusters Score -2334296 nChanged 11410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2340355.750000 Penalty: 3292.750244
	Iteration 1F: 3 clusters Score -2340356 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2340661.500000 Penalty: 3292.750244
	Iteration 2Q: 3 clusters Score -2340662 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2340979.000000 Penalty: 3292.750244
	Iteration 3Q: 3 clusters Score -2340979 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2341402.500000 Penalty: 3292.750244
	Iteration 4Q: 3 clusters Score -2341402 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2341954.750000 Penalty: 3292.750244
	Iteration 5Q: 3 clusters Score -2341955 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2342668.750000 Penalty: 3292.750244
	Iteration 6Q: 3 clusters Score -2342669 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2343504.000000 Penalty: 3292.750244
	Iteration 7F: 3 clusters Score -2343504 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2344519.000000 Penalty: 3292.750244
	Iteration 8F: 3 clusters Score -2344519 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2345677.750000 Penalty: 3292.750244
	Iteration 9F: 3 clusters Score -2345678 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2346791.500000 Penalty: 3292.750244
	Iteration 10F: 3 clusters Score -2346792 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2347607.250000 Penalty: 3292.750244
	Iteration 11F: 3 clusters Score -2347607 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2348065.750000 Penalty: 3292.750244
	Iteration 12Q: 3 clusters Score -2348066 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2348324.500000 Penalty: 3292.750244
	Iteration 13Q: 3 clusters Score -2348324 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2348492.250000 Penalty: 3292.750244
	Iteration 14Q: 3 clusters Score -2348492 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2348636.500000 Penalty: 3292.750244
	Iteration 15Q: 3 clusters Score -2348636 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2348764.750000 Penalty: 3292.750244
	Iteration 16Q: 3 clusters Score -2348765 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2348863.500000 Penalty: 3292.750244
	Iteration 17Q: 3 clusters Score -2348864 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2348939.250000 Penalty: 3292.750244
	Iteration 18Q: 3 clusters Score -2348939 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2349005.500000 Penalty: 3292.750244
	Iteration 19Q: 3 clusters Score -2349006 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2349062.500000 Penalty: 3292.750244
	Iteration 20F: 3 clusters Score -2349062 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2349086.250000 Penalty: 3292.750244
	Iteration 21Q: 3 clusters Score -2349086 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2349138.250000 Penalty: 3292.750244
	Iteration 22Q: 3 clusters Score -2349138 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2349171.750000 Penalty: 3292.750244
	Iteration 23Q: 3 clusters Score -2349172 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2349198.250000 Penalty: 3292.750244
	Iteration 24Q: 3 clusters Score -2349198 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2349213.000000 Penalty: 3292.750244
	Iteration 25Q: 3 clusters Score -2349213 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2349223.000000 Penalty: 3292.750244
	Iteration 26Q: 3 clusters Score -2349223 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2349246.000000 Penalty: 3292.750244
	Iteration 27Q: 3 clusters Score -2349246 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2349262.250000 Penalty: 3292.750244
	Iteration 28Q: 3 clusters Score -2349262 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2349286.000000 Penalty: 3292.750244
	Iteration 29Q: 3 clusters Score -2349286 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2349291.000000 Penalty: 3292.750244
	Iteration 30Q: 3 clusters Score -2349291 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2349300.750000 Penalty: 3292.750244
	Iteration 31Q: 3 clusters Score -2349301 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2349316.500000 Penalty: 3292.750244
	Iteration 32Q: 3 clusters Score -2349316 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2349315.750000 Penalty: 3292.750244
	Iteration 33Q: 3 clusters Score -2349316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2349328.750000 Penalty: 3292.750244
	Iteration 34Q: 3 clusters Score -2349329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2349331.750000 Penalty: 3292.750244
	Iteration 35Q: 3 clusters Score -2349332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2349340.750000 Penalty: 3292.750244
	Iteration 36Q: 3 clusters Score -2349341 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2349347.750000 Penalty: 3292.750244
	Iteration 37Q: 3 clusters Score -2349348 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2349358.750000 Penalty: 3292.750244
	Iteration 38Q: 3 clusters Score -2349359 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2349370.750000 Penalty: 3292.750244
	Iteration 39Q: 3 clusters Score -2349371 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2349386.000000 Penalty: 3292.750244
	Iteration 40F: 3 clusters Score -2349386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2349393.250000 Penalty: 3292.750244
	Iteration 41Q: 3 clusters Score -2349393 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2349403.250000 Penalty: 3292.750244
	Iteration 42Q: 3 clusters Score -2349403 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2349415.500000 Penalty: 3292.750244
	Iteration 43Q: 3 clusters Score -2349416 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2349417.750000 Penalty: 3292.750244
	Iteration 44Q: 3 clusters Score -2349418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2349432.500000 Penalty: 3292.750244
	Iteration 45Q: 3 clusters Score -2349432 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2349445.250000 Penalty: 3292.750244
	Iteration 46Q: 3 clusters Score -2349445 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2349454.500000 Penalty: 3292.750244
	Iteration 47Q: 3 clusters Score -2349454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2349465.750000 Penalty: 3292.750244
	Iteration 48Q: 3 clusters Score -2349466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2349472.250000 Penalty: 3292.750244
	Iteration 49Q: 3 clusters Score -2349472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2349474.750000 Penalty: 3292.750244
	Iteration 50Q: 3 clusters Score -2349475 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2349478.750000 Penalty: 3292.750244
	Iteration 51Q: 3 clusters Score -2349479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2349479.500000 Penalty: 3292.750244
	Iteration 52Q: 3 clusters Score -2349480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2349483.000000 Penalty: 3292.750244
	Iteration 53Q: 3 clusters Score -2349483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2349488.000000 Penalty: 3292.750244
	Iteration 54Q: 3 clusters Score -2349488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2349485.000000 Penalty: 3292.750244
	Iteration 55Q: 3 clusters Score -2349485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2349491.250000 Penalty: 3292.750244
	Iteration 56Q: 3 clusters Score -2349491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2349493.750000 Penalty: 3292.750244
	Iteration 57Q: 3 clusters Score -2349494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2349504.000000 Penalty: 3292.750244
	Iteration 58Q: 3 clusters Score -2349504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2349508.750000 Penalty: 3292.750244
	Iteration 59Q: 3 clusters Score -2349509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2349510.250000 Penalty: 3292.750244
	Iteration 60F: 3 clusters Score -2349510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2349511.750000 Penalty: 3292.750244
	Iteration 61Q: 3 clusters Score -2349512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2349513.000000 Penalty: 3292.750244
	Iteration 62Q: 3 clusters Score -2349513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2349515.750000 Penalty: 3292.750244
	Iteration 63Q: 3 clusters Score -2349516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2349522.750000 Penalty: 3292.750244
	Iteration 64Q: 3 clusters Score -2349523 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2349520.250000 Penalty: 3292.750244
	Iteration 65Q: 3 clusters Score -2349520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2349529.000000 Penalty: 3292.750244
	Iteration 66Q: 3 clusters Score -2349529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2349535.250000 Penalty: 3292.750244
	Iteration 67Q: 3 clusters Score -2349535 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2349540.500000 Penalty: 3292.750244
	Iteration 68Q: 3 clusters Score -2349540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2349553.750000 Penalty: 3292.750244
	Iteration 69Q: 3 clusters Score -2349554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2349558.500000 Penalty: 3292.750244
	Iteration 70Q: 3 clusters Score -2349558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2349559.250000 Penalty: 3292.750244
	Iteration 71Q: 3 clusters Score -2349559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2349583.250000 Penalty: 3292.750244
	Iteration 72Q: 3 clusters Score -2349583 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2349588.000000 Penalty: 3292.750244
	Iteration 73Q: 3 clusters Score -2349588 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2349594.750000 Penalty: 3292.750244
	Iteration 74Q: 3 clusters Score -2349595 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2349607.000000 Penalty: 3292.750244
	Iteration 75Q: 3 clusters Score -2349607 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2349617.000000 Penalty: 3292.750244
	Iteration 76Q: 3 clusters Score -2349617 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2349625.000000 Penalty: 3292.750244
	Iteration 77Q: 3 clusters Score -2349625 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2349631.000000 Penalty: 3292.750244
	Iteration 78Q: 3 clusters Score -2349631 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2349640.000000 Penalty: 3292.750244
	Iteration 79Q: 3 clusters Score -2349640 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2349655.000000 Penalty: 3292.750244
	Iteration 80F: 3 clusters Score -2349655 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2349665.250000 Penalty: 3292.750244
	Iteration 81Q: 3 clusters Score -2349665 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2349681.000000 Penalty: 3292.750244
	Iteration 82Q: 3 clusters Score -2349681 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2349687.750000 Penalty: 3292.750244
	Iteration 83Q: 3 clusters Score -2349688 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2349699.000000 Penalty: 3292.750244
	Iteration 84Q: 3 clusters Score -2349699 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2349709.250000 Penalty: 3292.750244
	Iteration 85Q: 3 clusters Score -2349709 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2349712.500000 Penalty: 3292.750244
	Iteration 86Q: 3 clusters Score -2349712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2349717.500000 Penalty: 3292.750244
	Iteration 87Q: 3 clusters Score -2349718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2349727.250000 Penalty: 3292.750244
	Iteration 88Q: 3 clusters Score -2349727 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2349739.750000 Penalty: 3292.750244
	Iteration 89Q: 3 clusters Score -2349740 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2349768.000000 Penalty: 3292.750244
	Iteration 90Q: 3 clusters Score -2349768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2349779.000000 Penalty: 3292.750244
	Iteration 91Q: 3 clusters Score -2349779 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2349799.250000 Penalty: 3292.750244
	Iteration 92Q: 3 clusters Score -2349799 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2349814.000000 Penalty: 3292.750244
	Iteration 93Q: 3 clusters Score -2349814 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2349826.250000 Penalty: 3292.750244
	Iteration 94Q: 3 clusters Score -2349826 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2349849.750000 Penalty: 3292.750244
	Iteration 95Q: 3 clusters Score -2349850 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2349859.500000 Penalty: 3292.750244
	Iteration 96Q: 3 clusters Score -2349860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2349878.750000 Penalty: 3292.750244
	Iteration 97Q: 3 clusters Score -2349879 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2349893.500000 Penalty: 3292.750244
	Iteration 98Q: 3 clusters Score -2349894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2349909.000000 Penalty: 3292.750244
	Iteration 99Q: 3 clusters Score -2349909 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2349934.000000 Penalty: 3292.750244
	Iteration 100F: 3 clusters Score -2349934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2349951.000000 Penalty: 3292.750244
	Iteration 101Q: 3 clusters Score -2349951 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2349973.000000 Penalty: 3292.750244
	Iteration 102Q: 3 clusters Score -2349973 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2349983.250000 Penalty: 3292.750244
	Iteration 103Q: 3 clusters Score -2349983 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2350007.500000 Penalty: 3292.750244
	Iteration 104Q: 3 clusters Score -2350008 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2350017.500000 Penalty: 3292.750244
	Iteration 105Q: 3 clusters Score -2350018 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2350047.000000 Penalty: 3292.750244
	Iteration 106Q: 3 clusters Score -2350047 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2350052.750000 Penalty: 3292.750244
	Iteration 107Q: 3 clusters Score -2350053 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2350078.250000 Penalty: 3292.750244
	Iteration 108Q: 3 clusters Score -2350078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2350100.000000 Penalty: 3292.750244
	Iteration 109Q: 3 clusters Score -2350100 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2350115.250000 Penalty: 3292.750244
	Iteration 110Q: 3 clusters Score -2350115 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2350132.750000 Penalty: 3292.750244
	Iteration 111Q: 3 clusters Score -2350133 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2350149.750000 Penalty: 3292.750244
	Iteration 112Q: 3 clusters Score -2350150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2350166.250000 Penalty: 3292.750244
	Iteration 113Q: 3 clusters Score -2350166 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2350169.000000 Penalty: 3292.750244
	Iteration 114Q: 3 clusters Score -2350169 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2350180.250000 Penalty: 3292.750244
	Iteration 115Q: 3 clusters Score -2350180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2350186.500000 Penalty: 3292.750244
	Iteration 116Q: 3 clusters Score -2350186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2350188.750000 Penalty: 3292.750244
	Iteration 117Q: 3 clusters Score -2350189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2350203.750000 Penalty: 3292.750244
	Iteration 118Q: 3 clusters Score -2350204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2350222.000000 Penalty: 3292.750244
	Iteration 119Q: 3 clusters Score -2350222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2350233.500000 Penalty: 3292.750244
	Iteration 120F: 3 clusters Score -2350234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2350248.000000 Penalty: 3292.750244
	Iteration 121Q: 3 clusters Score -2350248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2350249.500000 Penalty: 3292.750244
	Iteration 122Q: 3 clusters Score -2350250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2350253.500000 Penalty: 3292.750244
	Iteration 123Q: 3 clusters Score -2350254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2350261.000000 Penalty: 3292.750244
	Iteration 124Q: 3 clusters Score -2350261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2350265.750000 Penalty: 3292.750244
	Iteration 125Q: 3 clusters Score -2350266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2350274.500000 Penalty: 3292.750244
	Iteration 126Q: 3 clusters Score -2350274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2350288.500000 Penalty: 3292.750244
	Iteration 127Q: 3 clusters Score -2350288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2350292.500000 Penalty: 3292.750244
	Iteration 128Q: 3 clusters Score -2350292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2350295.750000 Penalty: 3292.750244
	Iteration 129Q: 3 clusters Score -2350296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2350307.500000 Penalty: 3292.750244
	Iteration 130Q: 3 clusters Score -2350308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2350315.750000 Penalty: 3292.750244
	Iteration 131Q: 3 clusters Score -2350316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2350321.250000 Penalty: 3292.750244
	Iteration 132Q: 3 clusters Score -2350321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2350321.000000 Penalty: 3292.750244
	Iteration 133Q: 3 clusters Score -2350321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2350335.750000 Penalty: 3292.750244
	Iteration 134Q: 3 clusters Score -2350336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2350339.750000 Penalty: 3292.750244
	Iteration 135Q: 3 clusters Score -2350340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2350344.750000 Penalty: 3292.750244
	Iteration 136Q: 3 clusters Score -2350345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2350342.250000 Penalty: 3292.750244
	Iteration 137Q: 3 clusters Score -2350342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2350346.750000 Penalty: 3292.750244
	Iteration 138Q: 3 clusters Score -2350347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2350348.250000 Penalty: 3292.750244
	Iteration 139Q: 3 clusters Score -2350348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2350348.250000 Penalty: 3292.750244
	Iteration 140F: 3 clusters Score -2350348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2350351.000000 Penalty: 3292.750244
	Iteration 141Q: 3 clusters Score -2350351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2350362.750000 Penalty: 3292.750244
	Iteration 142Q: 3 clusters Score -2350363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2350360.000000 Penalty: 3292.750244
	Iteration 143Q: 3 clusters Score -2350360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2350367.000000 Penalty: 3292.750244
	Iteration 144Q: 3 clusters Score -2350367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2350368.750000 Penalty: 3292.750244
	Iteration 145Q: 3 clusters Score -2350369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2350374.250000 Penalty: 3292.750244
	Iteration 146Q: 3 clusters Score -2350374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2350379.000000 Penalty: 3292.750244
	Iteration 147Q: 3 clusters Score -2350379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2350380.250000 Penalty: 3292.750244
	Iteration 148Q: 3 clusters Score -2350380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2350382.750000 Penalty: 3292.750244
	Iteration 149Q: 3 clusters Score -2350383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2350389.750000 Penalty: 3292.750244
	Iteration 150Q: 3 clusters Score -2350390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2350382.250000 Penalty: 3292.750244
	Iteration 151Q: 3 clusters Score -2350382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2350387.000000 Penalty: 3292.750244
	Iteration 152Q: 3 clusters Score -2350387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2350390.250000 Penalty: 3292.750244
	Iteration 153Q: 3 clusters Score -2350390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2350390.250000 Penalty: 3292.750244
	Iteration 154Q: 3 clusters Score -2350390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2350398.500000 Penalty: 3292.750244
	Iteration 155Q: 3 clusters Score -2350398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2350398.250000 Penalty: 3292.750244
	Iteration 156Q: 3 clusters Score -2350398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2350398.250000 Penalty: 3292.750244
	Iteration 157Q: 3 clusters Score -2350398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2350402.000000 Penalty: 3292.750244
	Iteration 158Q: 3 clusters Score -2350402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2350399.250000 Penalty: 3292.750244
	Iteration 159Q: 3 clusters Score -2350399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2350407.000000 Penalty: 3292.750244
	Iteration 160F: 3 clusters Score -2350407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2350410.500000 Penalty: 3292.750244
	Iteration 161Q: 3 clusters Score -2350410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2350409.750000 Penalty: 3292.750244
	Iteration 162Q: 3 clusters Score -2350410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2350411.750000 Penalty: 3292.750244
	Iteration 163Q: 3 clusters Score -2350412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2350413.750000 Penalty: 3292.750244
	Iteration 164Q: 3 clusters Score -2350414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2350414.250000 Penalty: 3292.750244
	Iteration 165Q: 3 clusters Score -2350414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2350416.500000 Penalty: 3292.750244
	Iteration 166Q: 3 clusters Score -2350416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2350411.000000 Penalty: 3292.750244
	Iteration 167Q: 3 clusters Score -2350411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2350409.500000 Penalty: 3292.750244
	Iteration 168Q: 3 clusters Score -2350410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2350411.250000 Penalty: 3292.750244
	Iteration 169Q: 3 clusters Score -2350411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2350410.750000 Penalty: 3292.750244
	Iteration 170Q: 3 clusters Score -2350411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2350413.750000 Penalty: 3292.750244
	Iteration 171Q: 3 clusters Score -2350414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2350414.750000 Penalty: 3292.750244
	Iteration 172Q: 3 clusters Score -2350415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2350414.250000 Penalty: 3292.750244
	Iteration 173Q: 3 clusters Score -2350414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2350413.250000 Penalty: 3292.750244
	Iteration 174Q: 3 clusters Score -2350413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2350413.250000 Penalty: 3292.750244
	Iteration 175F: 3 clusters Score -2350413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (113058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113058 members 
Entering Unmasked Estep 
Score: -11100964.000000 Penalty: 1890.794189
	Iteration 0F: 2 clusters Score -1.110096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -11033086.000000 Penalty: 3781.588379
	Iteration 0F: 3 clusters Score -1.103309e+07 nChanged 54076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -11064359.000000 Penalty: 3781.588379
	Iteration 1F: 3 clusters Score -1.106436e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -11064858.000000 Penalty: 3781.588379
	Iteration 2Q: 3 clusters Score -1.106486e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57492 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -11065347.000000 Penalty: 3781.588379
	Iteration 3Q: 3 clusters Score -1.106535e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -11065766.000000 Penalty: 3781.588379
	Iteration 4Q: 3 clusters Score -1.106577e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -11066400.000000 Penalty: 3781.588379
	Iteration 5Q: 3 clusters Score -1.10664e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -11067354.000000 Penalty: 3781.588379
	Iteration 6Q: 3 clusters Score -1.106735e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -11068555.000000 Penalty: 3781.588379
	Iteration 7Q: 3 clusters Score -1.106856e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -11070625.000000 Penalty: 3781.588379
	Iteration 8Q: 3 clusters Score -1.107062e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73464 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -11074153.000000 Penalty: 3781.588379
	Iteration 9F: 3 clusters Score -1.107415e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -11079180.000000 Penalty: 3781.588379
	Iteration 10F: 3 clusters Score -1.107918e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -11084395.000000 Penalty: 3781.588379
	Iteration 11F: 3 clusters Score -1.10844e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93462 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -11088855.000000 Penalty: 3781.588379
	Iteration 12F: 3 clusters Score -1.108886e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -11092250.000000 Penalty: 3781.588379
	Iteration 13Q: 3 clusters Score -1.109225e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99240 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -11094625.000000 Penalty: 3781.588379
	Iteration 14Q: 3 clusters Score -1.109462e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -11096157.000000 Penalty: 3781.588379
	Iteration 15Q: 3 clusters Score -1.109616e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100612 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -11097082.000000 Penalty: 3781.588379
	Iteration 16Q: 3 clusters Score -1.109708e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -11097619.000000 Penalty: 3781.588379
	Iteration 17Q: 3 clusters Score -1.109762e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -11097996.000000 Penalty: 3781.588379
	Iteration 18Q: 3 clusters Score -1.1098e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -11098290.000000 Penalty: 3781.588379
	Iteration 19Q: 3 clusters Score -1.109829e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100632 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -11098598.000000 Penalty: 3781.588379
	Iteration 20F: 3 clusters Score -1.10986e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -11098903.000000 Penalty: 3781.588379
	Iteration 21Q: 3 clusters Score -1.10989e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100095 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -11099132.000000 Penalty: 3781.588379
	Iteration 22Q: 3 clusters Score -1.109913e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -11099300.000000 Penalty: 3781.588379
	Iteration 23Q: 3 clusters Score -1.10993e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -11099447.000000 Penalty: 3781.588379
	Iteration 24Q: 3 clusters Score -1.109945e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99099 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -11099593.000000 Penalty: 3781.588379
	Iteration 25Q: 3 clusters Score -1.109959e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -11099819.000000 Penalty: 3781.588379
	Iteration 26Q: 3 clusters Score -1.109982e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -11099950.000000 Penalty: 3781.588379
	Iteration 27Q: 3 clusters Score -1.109995e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97798 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -11100113.000000 Penalty: 3781.588379
	Iteration 28Q: 3 clusters Score -1.110011e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97314 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -11100329.000000 Penalty: 3781.588379
	Iteration 29Q: 3 clusters Score -1.110033e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -11100527.000000 Penalty: 3781.588379
	Iteration 30Q: 3 clusters Score -1.110053e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96216 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -11100767.000000 Penalty: 3781.588379
	Iteration 31Q: 3 clusters Score -1.110077e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -11101073.000000 Penalty: 3781.588379
	Iteration 32Q: 3 clusters Score -1.110107e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -11101302.000000 Penalty: 3781.588379
	Iteration 33Q: 3 clusters Score -1.11013e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -11101619.000000 Penalty: 3781.588379
	Iteration 34Q: 3 clusters Score -1.110162e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93720 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -11101919.000000 Penalty: 3781.588379
	Iteration 35Q: 3 clusters Score -1.110192e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -11102297.000000 Penalty: 3781.588379
	Iteration 36Q: 3 clusters Score -1.11023e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92205 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -11102626.000000 Penalty: 3781.588379
	Iteration 37Q: 3 clusters Score -1.110263e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -11103002.000000 Penalty: 3781.588379
	Iteration 38Q: 3 clusters Score -1.1103e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -11103306.000000 Penalty: 3781.588379
	Iteration 39Q: 3 clusters Score -1.110331e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -11103690.000000 Penalty: 3781.588379
	Iteration 40F: 3 clusters Score -1.110369e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88819 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -11104186.000000 Penalty: 3781.588379
	Iteration 41Q: 3 clusters Score -1.110419e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87840 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -11104698.000000 Penalty: 3781.588379
	Iteration 42Q: 3 clusters Score -1.11047e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -11105178.000000 Penalty: 3781.588379
	Iteration 43Q: 3 clusters Score -1.110518e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -11105640.000000 Penalty: 3781.588379
	Iteration 44Q: 3 clusters Score -1.110564e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85164 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -11106045.000000 Penalty: 3781.588379
	Iteration 45Q: 3 clusters Score -1.110604e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -11106338.000000 Penalty: 3781.588379
	Iteration 46Q: 3 clusters Score -1.110634e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -11106615.000000 Penalty: 3781.588379
	Iteration 47Q: 3 clusters Score -1.110662e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -11106846.000000 Penalty: 3781.588379
	Iteration 48Q: 3 clusters Score -1.110685e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82319 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -11107037.000000 Penalty: 3781.588379
	Iteration 49Q: 3 clusters Score -1.110704e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81726 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -11107239.000000 Penalty: 3781.588379
	Iteration 50Q: 3 clusters Score -1.110724e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -11107380.000000 Penalty: 3781.588379
	Iteration 51Q: 3 clusters Score -1.110738e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -11107483.000000 Penalty: 3781.588379
	Iteration 52Q: 3 clusters Score -1.110748e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -11107558.000000 Penalty: 3781.588379
	Iteration 53Q: 3 clusters Score -1.110756e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80076 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -11107626.000000 Penalty: 3781.588379
	Iteration 54Q: 3 clusters Score -1.110763e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -11107642.000000 Penalty: 3781.588379
	Iteration 55Q: 3 clusters Score -1.110764e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -11107693.000000 Penalty: 3781.588379
	Iteration 56Q: 3 clusters Score -1.110769e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -11107721.000000 Penalty: 3781.588379
	Iteration 57Q: 3 clusters Score -1.110772e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -11107806.000000 Penalty: 3781.588379
	Iteration 58Q: 3 clusters Score -1.110781e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78833 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -11107880.000000 Penalty: 3781.588379
	Iteration 59Q: 3 clusters Score -1.110788e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -11107923.000000 Penalty: 3781.588379
	Iteration 60F: 3 clusters Score -1.110792e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78526 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -11107922.000000 Penalty: 3781.588379
	Iteration 61Q: 3 clusters Score -1.110792e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -11107931.000000 Penalty: 3781.588379
	Iteration 62Q: 3 clusters Score -1.110793e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -11107936.000000 Penalty: 3781.588379
	Iteration 63Q: 3 clusters Score -1.110794e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -11107912.000000 Penalty: 3781.588379
	Iteration 64Q: 3 clusters Score -1.110791e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -11107942.000000 Penalty: 3781.588379
	Iteration 65Q: 3 clusters Score -1.110794e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -11107955.000000 Penalty: 3781.588379
	Iteration 66Q: 3 clusters Score -1.110796e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -11107974.000000 Penalty: 3781.588379
	Iteration 67Q: 3 clusters Score -1.110797e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -11107959.000000 Penalty: 3781.588379
	Iteration 68Q: 3 clusters Score -1.110796e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77762 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -11107968.000000 Penalty: 3781.588379
	Iteration 69Q: 3 clusters Score -1.110797e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77700 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -11107974.000000 Penalty: 3781.588379
	Iteration 70Q: 3 clusters Score -1.110797e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -11107969.000000 Penalty: 3781.588379
	Iteration 71Q: 3 clusters Score -1.110797e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -11107982.000000 Penalty: 3781.588379
	Iteration 72Q: 3 clusters Score -1.110798e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -11107988.000000 Penalty: 3781.588379
	Iteration 73Q: 3 clusters Score -1.110799e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77526 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -11107985.000000 Penalty: 3781.588379
	Iteration 74Q: 3 clusters Score -1.110798e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -11107983.000000 Penalty: 3781.588379
	Iteration 75Q: 3 clusters Score -1.110798e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -11107995.000000 Penalty: 3781.588379
	Iteration 76Q: 3 clusters Score -1.1108e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -11107979.000000 Penalty: 3781.588379
	Iteration 77Q: 3 clusters Score -1.110798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -11107977.000000 Penalty: 3781.588379
	Iteration 78Q: 3 clusters Score -1.110798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -11107997.000000 Penalty: 3781.588379
	Iteration 79Q: 3 clusters Score -1.1108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -11107997.000000 Penalty: 3781.588379
	Iteration 80F: 3 clusters Score -1.1108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77372 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -11108004.000000 Penalty: 3781.588379
	Iteration 81Q: 3 clusters Score -1.1108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -11108000.000000 Penalty: 3781.588379
	Iteration 82Q: 3 clusters Score -1.1108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -11108000.000000 Penalty: 3781.588379
	Iteration 83Q: 3 clusters Score -1.1108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -11108000.000000 Penalty: 3781.588379
	Iteration 84F: 3 clusters Score -1.1108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 148880 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 11570 members 
Mstep: Class 9 contains 9262 members 
Mstep: Class 10 contains 19750 members 
Mstep: Class 11 contains 12962 members 
Mstep: Class 12 contains 8710 members 
Mstep: Class 13 contains 64698 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 56716 members 
Mstep: Class 16 contains 5899 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 35688 members 
Mstep: Class 19 contains 87141 members 
Mstep: Class 21 contains 25123 members 
Mstep: Class 22 contains 77370 members 
Entering Unmasked Estep 
Score: -53852032.000000 Penalty: 45368.945312
Splitting cluster 22 changes total score from -53845012.000000 to -53852032.000000
So it's getting split into cluster 18.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 148880 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 11570 members 
Mstep: Class 9 contains 9262 members 
Mstep: Class 10 contains 19750 members 
Mstep: Class 11 contains 12962 members 
Mstep: Class 12 contains 8710 members 
Mstep: Class 13 contains 64698 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 56716 members 
Mstep: Class 16 contains 5899 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 19 contains 87141 members 
Mstep: Class 21 contains 25123 members 
Mstep: Class 22 contains 77370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852500.000000 Penalty: 45368.945312
Iteration 119Q: 22 clusters Score -5.38525e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 2290 members 
Mstep: Class 4 contains 11307 members 
Mstep: Class 5 contains 149438 members 
Mstep: Class 6 contains 4059 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 11574 members 
Mstep: Class 9 contains 9261 members 
Mstep: Class 10 contains 19713 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 12 contains 8710 members 
Mstep: Class 13 contains 64722 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 56382 members 
Mstep: Class 16 contains 5902 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 35320 members 
Mstep: Class 19 contains 87132 members 
Mstep: Class 21 contains 25079 members 
Mstep: Class 22 contains 77103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852796.000000 Penalty: 45368.945312
Iteration 120F: 22 clusters Score -5.38528e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 11281 members 
Mstep: Class 5 contains 149879 members 
Mstep: Class 6 contains 4036 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 11583 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 19672 members 
Mstep: Class 11 contains 13013 members 
Mstep: Class 12 contains 8707 members 
Mstep: Class 13 contains 64770 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 55818 members 
Mstep: Class 16 contains 5908 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 35732 members 
Mstep: Class 19 contains 87116 members 
Mstep: Class 21 contains 25003 members 
Mstep: Class 22 contains 76961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852844.000000 Penalty: 45368.945312
Iteration 121Q: 22 clusters Score -5.385284e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 150365 members 
Mstep: Class 6 contains 4045 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 11577 members 
Mstep: Class 9 contains 9255 members 
Mstep: Class 10 contains 19641 members 
Mstep: Class 11 contains 13043 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 64814 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 55320 members 
Mstep: Class 16 contains 5914 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 35862 members 
Mstep: Class 19 contains 87108 members 
Mstep: Class 21 contains 24942 members 
Mstep: Class 22 contains 76904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852972.000000 Penalty: 45368.945312
Iteration 122Q: 22 clusters Score -5.385297e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11273 members 
Mstep: Class 5 contains 150871 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 11569 members 
Mstep: Class 9 contains 9254 members 
Mstep: Class 10 contains 19608 members 
Mstep: Class 11 contains 13076 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 64864 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 54828 members 
Mstep: Class 16 contains 5921 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 35944 members 
Mstep: Class 19 contains 87097 members 
Mstep: Class 21 contains 24865 members 
Mstep: Class 22 contains 76869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853140.000000 Penalty: 45368.945312
Iteration 123Q: 22 clusters Score -5.385314e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 11276 members 
Mstep: Class 5 contains 151394 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 11562 members 
Mstep: Class 9 contains 9246 members 
Mstep: Class 10 contains 19570 members 
Mstep: Class 11 contains 13104 members 
Mstep: Class 12 contains 8685 members 
Mstep: Class 13 contains 64915 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 54353 members 
Mstep: Class 16 contains 5926 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 35982 members 
Mstep: Class 19 contains 87078 members 
Mstep: Class 21 contains 24800 members 
Mstep: Class 22 contains 76816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853112.000000 Penalty: 45368.945312
Iteration 124Q: 22 clusters Score -5.385311e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11280 members 
Mstep: Class 5 contains 151920 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 11553 members 
Mstep: Class 9 contains 9242 members 
Mstep: Class 10 contains 19543 members 
Mstep: Class 11 contains 13142 members 
Mstep: Class 12 contains 8672 members 
Mstep: Class 13 contains 64961 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 53876 members 
Mstep: Class 16 contains 5926 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 36015 members 
Mstep: Class 19 contains 87062 members 
Mstep: Class 21 contains 24727 members 
Mstep: Class 22 contains 76782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853176.000000 Penalty: 45368.945312
Iteration 125Q: 22 clusters Score -5.385318e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 152421 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 11537 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 10 contains 19514 members 
Mstep: Class 11 contains 13168 members 
Mstep: Class 12 contains 8665 members 
Mstep: Class 13 contains 65025 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 53426 members 
Mstep: Class 16 contains 5927 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 36042 members 
Mstep: Class 19 contains 87054 members 
Mstep: Class 21 contains 24641 members 
Mstep: Class 22 contains 76755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853280.000000 Penalty: 45368.945312
Iteration 126Q: 22 clusters Score -5.385328e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 152977 members 
Mstep: Class 6 contains 4096 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 11532 members 
Mstep: Class 9 contains 9237 members 
Mstep: Class 10 contains 19462 members 
Mstep: Class 11 contains 13195 members 
Mstep: Class 12 contains 8658 members 
Mstep: Class 13 contains 65083 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 52944 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 36057 members 
Mstep: Class 19 contains 87045 members 
Mstep: Class 21 contains 24552 members 
Mstep: Class 22 contains 76736 members 
Entering Unmasked Estep 
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Score: -53853264.000000 Penalty: 45368.945312
Iteration 127Q: 22 clusters Score -5.385326e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 153562 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 11522 members 
Mstep: Class 9 contains 9233 members 
Mstep: Class 10 contains 19413 members 
Mstep: Class 11 contains 13217 members 
Mstep: Class 12 contains 8655 members 
Mstep: Class 13 contains 65118 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 52463 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 36064 members 
Mstep: Class 19 contains 87044 members 
Mstep: Class 21 contains 24456 members 
Mstep: Class 22 contains 76721 members 
Entering Unmasked Estep 
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Score: -53853244.000000 Penalty: 45368.945312
Iteration 128Q: 22 clusters Score -5.385324e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 154110 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 11517 members 
Mstep: Class 9 contains 9229 members 
Mstep: Class 10 contains 19374 members 
Mstep: Class 11 contains 13234 members 
Mstep: Class 12 contains 8649 members 
Mstep: Class 13 contains 65148 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 52028 members 
Mstep: Class 16 contains 5923 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 36070 members 
Mstep: Class 19 contains 87034 members 
Mstep: Class 21 contains 24362 members 
Mstep: Class 22 contains 76713 members 
Entering Unmasked Estep 
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Iteration 129Q: 22 clusters Score -5.385342e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 11275 members 
Mstep: Class 5 contains 154622 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 11507 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 19339 members 
Mstep: Class 11 contains 13250 members 
Mstep: Class 12 contains 8645 members 
Mstep: Class 13 contains 65189 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 51586 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 36076 members 
Mstep: Class 19 contains 87028 members 
Mstep: Class 21 contains 24288 members 
Mstep: Class 22 contains 76705 members 
Entering Unmasked Estep 
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Iteration 130Q: 22 clusters Score -5.385327e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 835 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 155102 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 11491 members 
Mstep: Class 9 contains 9229 members 
Mstep: Class 10 contains 19307 members 
Mstep: Class 11 contains 13270 members 
Mstep: Class 12 contains 8644 members 
Mstep: Class 13 contains 65223 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 51171 members 
Mstep: Class 16 contains 5923 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 36088 members 
Mstep: Class 19 contains 87024 members 
Mstep: Class 21 contains 24217 members 
Mstep: Class 22 contains 76696 members 
Entering Unmasked Estep 
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Iteration 131Q: 22 clusters Score -5.385328e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 836 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 11275 members 
Mstep: Class 5 contains 155618 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 11473 members 
Mstep: Class 9 contains 9230 members 
Mstep: Class 10 contains 19279 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8639 members 
Mstep: Class 13 contains 65270 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 50694 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 36091 members 
Mstep: Class 19 contains 87018 members 
Mstep: Class 21 contains 24153 members 
Mstep: Class 22 contains 76697 members 
Entering Unmasked Estep 
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Iteration 132Q: 22 clusters Score -5.385339e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 838 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 156126 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 11458 members 
Mstep: Class 9 contains 9229 members 
Mstep: Class 10 contains 19249 members 
Mstep: Class 11 contains 13319 members 
Mstep: Class 12 contains 8629 members 
Mstep: Class 13 contains 65324 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 50230 members 
Mstep: Class 16 contains 5929 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 36095 members 
Mstep: Class 19 contains 87013 members 
Mstep: Class 21 contains 24090 members 
Mstep: Class 22 contains 76694 members 
Entering Unmasked Estep 
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Iteration 133Q: 22 clusters Score -5.38533e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 841 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11271 members 
Mstep: Class 5 contains 156667 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 11452 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 19224 members 
Mstep: Class 11 contains 13337 members 
Mstep: Class 12 contains 8614 members 
Mstep: Class 13 contains 65372 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 49726 members 
Mstep: Class 16 contains 5931 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 36100 members 
Mstep: Class 19 contains 87007 members 
Mstep: Class 21 contains 24038 members 
Mstep: Class 22 contains 76692 members 
Entering Unmasked Estep 
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Iteration 134Q: 22 clusters Score -5.385341e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 842 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11270 members 
Mstep: Class 5 contains 157227 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 11445 members 
Mstep: Class 9 contains 9222 members 
Mstep: Class 10 contains 19193 members 
Mstep: Class 11 contains 13357 members 
Mstep: Class 12 contains 8605 members 
Mstep: Class 13 contains 65426 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 49220 members 
Mstep: Class 16 contains 5932 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 36097 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 21 contains 23966 members 
Mstep: Class 22 contains 76692 members 
Entering Unmasked Estep 
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Iteration 135Q: 22 clusters Score -5.385336e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11270 members 
Mstep: Class 5 contains 157821 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 11431 members 
Mstep: Class 9 contains 9221 members 
Mstep: Class 10 contains 19166 members 
Mstep: Class 11 contains 13369 members 
Mstep: Class 12 contains 8592 members 
Mstep: Class 13 contains 65484 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 48687 members 
Mstep: Class 16 contains 5933 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 18 contains 36099 members 
Mstep: Class 19 contains 86994 members 
Mstep: Class 21 contains 23899 members 
Mstep: Class 22 contains 76689 members 
Entering Unmasked Estep 
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Iteration 136Q: 22 clusters Score -5.385354e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 158456 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 11418 members 
Mstep: Class 9 contains 9219 members 
Mstep: Class 10 contains 19127 members 
Mstep: Class 11 contains 13381 members 
Mstep: Class 12 contains 8585 members 
Mstep: Class 13 contains 65548 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 48126 members 
Mstep: Class 16 contains 5935 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 18 contains 36100 members 
Mstep: Class 19 contains 86983 members 
Mstep: Class 21 contains 23817 members 
Mstep: Class 22 contains 76688 members 
Entering Unmasked Estep 
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Iteration 137Q: 22 clusters Score -5.385358e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 159102 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 11407 members 
Mstep: Class 9 contains 9219 members 
Mstep: Class 10 contains 19102 members 
Mstep: Class 11 contains 13397 members 
Mstep: Class 12 contains 8576 members 
Mstep: Class 13 contains 65611 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 47542 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 17 contains 1462 members 
Mstep: Class 18 contains 36105 members 
Mstep: Class 19 contains 86972 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 76687 members 
Entering Unmasked Estep 
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Iteration 138Q: 22 clusters Score -5.385375e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 159816 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 11397 members 
Mstep: Class 9 contains 9219 members 
Mstep: Class 10 contains 19071 members 
Mstep: Class 11 contains 13413 members 
Mstep: Class 12 contains 8567 members 
Mstep: Class 13 contains 65666 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 46918 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 18 contains 36103 members 
Mstep: Class 19 contains 86964 members 
Mstep: Class 21 contains 23629 members 
Mstep: Class 22 contains 76683 members 
Entering Unmasked Estep 
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Iteration 139Q: 22 clusters Score -5.385385e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 11276 members 
Mstep: Class 5 contains 160582 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 11368 members 
Mstep: Class 9 contains 9216 members 
Mstep: Class 10 contains 19034 members 
Mstep: Class 11 contains 13432 members 
Mstep: Class 12 contains 8557 members 
Mstep: Class 13 contains 65732 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 46226 members 
Mstep: Class 16 contains 5938 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 36102 members 
Mstep: Class 19 contains 86954 members 
Mstep: Class 21 contains 23552 members 
Mstep: Class 22 contains 76686 members 
Entering Unmasked Estep 
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Iteration 140F: 22 clusters Score -5.3854e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 161430 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 11335 members 
Mstep: Class 9 contains 9211 members 
Mstep: Class 10 contains 19016 members 
Mstep: Class 11 contains 13424 members 
Mstep: Class 12 contains 8539 members 
Mstep: Class 13 contains 65794 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 45478 members 
Mstep: Class 16 contains 5940 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 36108 members 
Mstep: Class 19 contains 86946 members 
Mstep: Class 21 contains 23469 members 
Mstep: Class 22 contains 76685 members 
Entering Unmasked Estep 
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Iteration 141Q: 22 clusters Score -5.385435e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 162390 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 11300 members 
Mstep: Class 9 contains 9207 members 
Mstep: Class 10 contains 19002 members 
Mstep: Class 11 contains 13437 members 
Mstep: Class 12 contains 8517 members 
Mstep: Class 13 contains 65842 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 44617 members 
Mstep: Class 16 contains 5940 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 36112 members 
Mstep: Class 19 contains 86929 members 
Mstep: Class 21 contains 23391 members 
Mstep: Class 22 contains 76685 members 
Entering Unmasked Estep 
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Iteration 142Q: 22 clusters Score -5.385456e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 11281 members 
Mstep: Class 5 contains 163435 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 11249 members 
Mstep: Class 9 contains 9203 members 
Mstep: Class 10 contains 18999 members 
Mstep: Class 11 contains 13445 members 
Mstep: Class 12 contains 8499 members 
Mstep: Class 13 contains 65885 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 43687 members 
Mstep: Class 16 contains 5941 members 
Mstep: Class 17 contains 1471 members 
Mstep: Class 18 contains 36117 members 
Mstep: Class 19 contains 86925 members 
Mstep: Class 21 contains 23298 members 
Mstep: Class 22 contains 76684 members 
Entering Unmasked Estep 
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Iteration 143Q: 22 clusters Score -5.385479e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 164488 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 9199 members 
Mstep: Class 10 contains 18988 members 
Mstep: Class 11 contains 13445 members 
Mstep: Class 12 contains 8486 members 
Mstep: Class 13 contains 65935 members 
Mstep: Class 14 contains 2362 members 
Mstep: Class 15 contains 42777 members 
Mstep: Class 16 contains 5941 members 
Mstep: Class 17 contains 1473 members 
Mstep: Class 18 contains 36119 members 
Mstep: Class 19 contains 86930 members 
Mstep: Class 21 contains 23165 members 
Mstep: Class 22 contains 76681 members 
Entering Unmasked Estep 
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Iteration 144Q: 22 clusters Score -5.385501e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 165549 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 9195 members 
Mstep: Class 10 contains 18961 members 
Mstep: Class 11 contains 13449 members 
Mstep: Class 12 contains 8478 members 
Mstep: Class 13 contains 66000 members 
Mstep: Class 14 contains 2362 members 
Mstep: Class 15 contains 41868 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 1475 members 
Mstep: Class 18 contains 36118 members 
Mstep: Class 19 contains 86948 members 
Mstep: Class 21 contains 23015 members 
Mstep: Class 22 contains 76682 members 
Entering Unmasked Estep 
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Iteration 145Q: 22 clusters Score -5.385516e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 166634 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 11122 members 
Mstep: Class 9 contains 9189 members 
Mstep: Class 10 contains 18940 members 
Mstep: Class 11 contains 13453 members 
Mstep: Class 12 contains 8469 members 
Mstep: Class 13 contains 66049 members 
Mstep: Class 14 contains 2362 members 
Mstep: Class 15 contains 40969 members 
Mstep: Class 16 contains 5938 members 
Mstep: Class 17 contains 1476 members 
Mstep: Class 18 contains 36116 members 
Mstep: Class 19 contains 86952 members 
Mstep: Class 21 contains 22835 members 
Mstep: Class 22 contains 76682 members 
Entering Unmasked Estep 
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Iteration 146Q: 22 clusters Score -5.38552e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 11289 members 
Mstep: Class 5 contains 167742 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 11090 members 
Mstep: Class 9 contains 9187 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 13455 members 
Mstep: Class 12 contains 8463 members 
Mstep: Class 13 contains 66088 members 
Mstep: Class 14 contains 2362 members 
Mstep: Class 15 contains 40066 members 
Mstep: Class 16 contains 5941 members 
Mstep: Class 17 contains 1476 members 
Mstep: Class 18 contains 36124 members 
Mstep: Class 19 contains 86959 members 
Mstep: Class 21 contains 22644 members 
Mstep: Class 22 contains 76680 members 
Entering Unmasked Estep 
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Iteration 147Q: 22 clusters Score -5.385518e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 11294 members 
Mstep: Class 5 contains 168869 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 11058 members 
Mstep: Class 9 contains 9186 members 
Mstep: Class 10 contains 18876 members 
Mstep: Class 11 contains 13458 members 
Mstep: Class 12 contains 8454 members 
Mstep: Class 13 contains 66139 members 
Mstep: Class 14 contains 2362 members 
Mstep: Class 15 contains 39183 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 1477 members 
Mstep: Class 18 contains 36125 members 
Mstep: Class 19 contains 86966 members 
Mstep: Class 21 contains 22407 members 
Mstep: Class 22 contains 76677 members 
Entering Unmasked Estep 
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Iteration 148Q: 22 clusters Score -5.385538e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 11298 members 
Mstep: Class 5 contains 169970 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 11032 members 
Mstep: Class 9 contains 9185 members 
Mstep: Class 10 contains 18854 members 
Mstep: Class 11 contains 13459 members 
Mstep: Class 12 contains 8448 members 
Mstep: Class 13 contains 66155 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 38332 members 
Mstep: Class 16 contains 5941 members 
Mstep: Class 17 contains 1477 members 
Mstep: Class 18 contains 36123 members 
Mstep: Class 19 contains 86966 members 
Mstep: Class 21 contains 22189 members 
Mstep: Class 22 contains 76679 members 
Entering Unmasked Estep 
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Iteration 149Q: 22 clusters Score -5.385551e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 11294 members 
Mstep: Class 5 contains 171101 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 10991 members 
Mstep: Class 9 contains 9185 members 
Mstep: Class 10 contains 18835 members 
Mstep: Class 11 contains 13460 members 
Mstep: Class 12 contains 8443 members 
Mstep: Class 13 contains 66146 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 37481 members 
Mstep: Class 16 contains 5940 members 
Mstep: Class 17 contains 1477 members 
Mstep: Class 18 contains 36124 members 
Mstep: Class 19 contains 86981 members 
Mstep: Class 21 contains 21974 members 
Mstep: Class 22 contains 76674 members 
Entering Unmasked Estep 
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Iteration 150Q: 22 clusters Score -5.385549e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 11299 members 
Mstep: Class 5 contains 172223 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 10951 members 
Mstep: Class 9 contains 9188 members 
Mstep: Class 10 contains 18813 members 
Mstep: Class 11 contains 13465 members 
Mstep: Class 12 contains 8438 members 
Mstep: Class 13 contains 66131 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 36647 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 17 contains 1477 members 
Mstep: Class 18 contains 36132 members 
Mstep: Class 19 contains 86994 members 
Mstep: Class 21 contains 21736 members 
Mstep: Class 22 contains 76674 members 
Entering Unmasked Estep 
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Iteration 151Q: 22 clusters Score -5.385561e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 11302 members 
Mstep: Class 5 contains 173310 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 10922 members 
Mstep: Class 9 contains 9190 members 
Mstep: Class 10 contains 18790 members 
Mstep: Class 11 contains 13473 members 
Mstep: Class 12 contains 8437 members 
Mstep: Class 13 contains 66140 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 35831 members 
Mstep: Class 16 contains 5935 members 
Mstep: Class 17 contains 1478 members 
Mstep: Class 18 contains 36137 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 21 contains 21481 members 
Mstep: Class 22 contains 76672 members 
Entering Unmasked Estep 
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Iteration 152Q: 22 clusters Score -5.38558e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 11298 members 
Mstep: Class 5 contains 174286 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 10912 members 
Mstep: Class 9 contains 9186 members 
Mstep: Class 10 contains 18775 members 
Mstep: Class 11 contains 13474 members 
Mstep: Class 12 contains 8433 members 
Mstep: Class 13 contains 66127 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 35106 members 
Mstep: Class 16 contains 5936 members 
Mstep: Class 17 contains 1479 members 
Mstep: Class 18 contains 36147 members 
Mstep: Class 19 contains 87010 members 
Mstep: Class 21 contains 21262 members 
Mstep: Class 22 contains 76673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855908.000000 Penalty: 45368.945312
Iteration 153Q: 22 clusters Score -5.385591e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11296 members 
Mstep: Class 5 contains 175234 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 10892 members 
Mstep: Class 9 contains 9175 members 
Mstep: Class 10 contains 18746 members 
Mstep: Class 11 contains 13472 members 
Mstep: Class 12 contains 8431 members 
Mstep: Class 13 contains 66145 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 34428 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 17 contains 1482 members 
Mstep: Class 18 contains 36149 members 
Mstep: Class 19 contains 87014 members 
Mstep: Class 21 contains 21028 members 
Mstep: Class 22 contains 76674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855960.000000 Penalty: 45368.945312
Iteration 154Q: 22 clusters Score -5.385596e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 11300 members 
Mstep: Class 5 contains 176127 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 10881 members 
Mstep: Class 9 contains 9159 members 
Mstep: Class 10 contains 18711 members 
Mstep: Class 11 contains 13464 members 
Mstep: Class 12 contains 8433 members 
Mstep: Class 13 contains 66183 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 33776 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 36151 members 
Mstep: Class 19 contains 87016 members 
Mstep: Class 21 contains 20804 members 
Mstep: Class 22 contains 76674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856036.000000 Penalty: 45368.945312
Iteration 155Q: 22 clusters Score -5.385604e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11300 members 
Mstep: Class 5 contains 176992 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 10869 members 
Mstep: Class 9 contains 9158 members 
Mstep: Class 10 contains 18698 members 
Mstep: Class 11 contains 13448 members 
Mstep: Class 12 contains 8432 members 
Mstep: Class 13 contains 66221 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 33124 members 
Mstep: Class 16 contains 5933 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 36153 members 
Mstep: Class 19 contains 87022 members 
Mstep: Class 21 contains 20591 members 
Mstep: Class 22 contains 76675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855984.000000 Penalty: 45368.945312
Iteration 156Q: 22 clusters Score -5.385598e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11304 members 
Mstep: Class 5 contains 177803 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 10854 members 
Mstep: Class 9 contains 9155 members 
Mstep: Class 10 contains 18676 members 
Mstep: Class 11 contains 13433 members 
Mstep: Class 12 contains 8431 members 
Mstep: Class 13 contains 66281 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 32541 members 
Mstep: Class 16 contains 5929 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 36150 members 
Mstep: Class 19 contains 87026 members 
Mstep: Class 21 contains 20359 members 
Mstep: Class 22 contains 76673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856016.000000 Penalty: 45368.945312
Iteration 157Q: 22 clusters Score -5.385602e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 178560 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 10842 members 
Mstep: Class 9 contains 9156 members 
Mstep: Class 10 contains 18664 members 
Mstep: Class 11 contains 13416 members 
Mstep: Class 12 contains 8429 members 
Mstep: Class 13 contains 66300 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 16 contains 5927 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 36156 members 
Mstep: Class 19 contains 87027 members 
Mstep: Class 21 contains 20137 members 
Mstep: Class 22 contains 76670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856052.000000 Penalty: 45368.945312
Iteration 158Q: 22 clusters Score -5.385605e+07 nChanged 929
Entering ConstructFrom: 
Score: -53856052.000000 Penalty: 45368.945312
Entering ConstructFrom: 
Trying to split cluster 1 (6588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Entering Unmasked Estep 
Score: -652095.937500 Penalty: 1428.863281
	Iteration 0F: 2 clusters Score -652095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -647075.375000 Penalty: 2857.726562
	Iteration 0F: 3 clusters Score -647075.4 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -648561.187500 Penalty: 2857.726562
	Iteration 1F: 3 clusters Score -648561.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -648717.000000 Penalty: 2857.726562
	Iteration 2F: 3 clusters Score -648717 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -648839.062500 Penalty: 2857.726562
	Iteration 3Q: 3 clusters Score -648839.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -648944.750000 Penalty: 2857.726562
	Iteration 4Q: 3 clusters Score -648944.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -649023.500000 Penalty: 2857.726562
	Iteration 5Q: 3 clusters Score -649023.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -649086.312500 Penalty: 2857.726562
	Iteration 6Q: 3 clusters Score -649086.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -649145.062500 Penalty: 2857.726562
	Iteration 7Q: 3 clusters Score -649145.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -649207.937500 Penalty: 2857.726562
	Iteration 8Q: 3 clusters Score -649207.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -649280.250000 Penalty: 2857.726562
	Iteration 9Q: 3 clusters Score -649280.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -649348.562500 Penalty: 2857.726562
	Iteration 10Q: 3 clusters Score -649348.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -649420.437500 Penalty: 2857.726562
	Iteration 11Q: 3 clusters Score -649420.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -649506.937500 Penalty: 2857.726562
	Iteration 12Q: 3 clusters Score -649506.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -649617.875000 Penalty: 2857.726562
	Iteration 13Q: 3 clusters Score -649617.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -649728.000000 Penalty: 2857.726562
	Iteration 14Q: 3 clusters Score -649728 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -649845.375000 Penalty: 2857.726562
	Iteration 15Q: 3 clusters Score -649845.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -649968.312500 Penalty: 2857.726562
	Iteration 16Q: 3 clusters Score -649968.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -650100.437500 Penalty: 2857.726562
	Iteration 17Q: 3 clusters Score -650100.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -650237.125000 Penalty: 2857.726562
	Iteration 18Q: 3 clusters Score -650237.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -650368.187500 Penalty: 2857.726562
	Iteration 19Q: 3 clusters Score -650368.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -650473.000000 Penalty: 2857.726562
	Iteration 20F: 3 clusters Score -650473 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -650550.812500 Penalty: 2857.726562
	Iteration 21Q: 3 clusters Score -650550.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -650626.125000 Penalty: 2857.726562
	Iteration 22Q: 3 clusters Score -650626.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -650686.937500 Penalty: 2857.726562
	Iteration 23Q: 3 clusters Score -650686.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -650718.562500 Penalty: 2857.726562
	Iteration 24Q: 3 clusters Score -650718.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -650746.750000 Penalty: 2857.726562
	Iteration 25Q: 3 clusters Score -650746.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -650770.187500 Penalty: 2857.726562
	Iteration 26Q: 3 clusters Score -650770.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -650788.437500 Penalty: 2857.726562
	Iteration 27Q: 3 clusters Score -650788.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -650801.625000 Penalty: 2857.726562
	Iteration 28Q: 3 clusters Score -650801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -650809.312500 Penalty: 2857.726562
	Iteration 29Q: 3 clusters Score -650809.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -650814.812500 Penalty: 2857.726562
	Iteration 30Q: 3 clusters Score -650814.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -650823.375000 Penalty: 2857.726562
	Iteration 31Q: 3 clusters Score -650823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -650832.437500 Penalty: 2857.726562
	Iteration 32Q: 3 clusters Score -650832.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -650843.125000 Penalty: 2857.726562
	Iteration 33Q: 3 clusters Score -650843.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -650853.625000 Penalty: 2857.726562
	Iteration 34Q: 3 clusters Score -650853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -650862.187500 Penalty: 2857.726562
	Iteration 35Q: 3 clusters Score -650862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -650870.562500 Penalty: 2857.726562
	Iteration 36Q: 3 clusters Score -650870.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -650879.000000 Penalty: 2857.726562
	Iteration 37Q: 3 clusters Score -650879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -650882.437500 Penalty: 2857.726562
	Iteration 38Q: 3 clusters Score -650882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -650887.250000 Penalty: 2857.726562
	Iteration 39Q: 3 clusters Score -650887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -650889.250000 Penalty: 2857.726562
	Iteration 40F: 3 clusters Score -650889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -650891.250000 Penalty: 2857.726562
	Iteration 41Q: 3 clusters Score -650891.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -650891.250000 Penalty: 2857.726562
	Iteration 42F: 3 clusters Score -650891.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -77814.671875 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -77814.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76470.140625 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -76470.14 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -76680.367188 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -76680.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76730.320312 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -76730.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76760.828125 Penalty: 2190.668945
	Iteration 3Q: 3 clusters Score -76760.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76779.398438 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -76779.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76795.242188 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -76795.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76805.523438 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -76805.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -76819.203125 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -76819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -76826.421875 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -76826.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76835.031250 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -76835.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76840.812500 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -76840.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -76849.187500 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -76849.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76853.171875 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -76853.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76856.187500 Penalty: 2190.668945
	Iteration 13Q: 3 clusters Score -76856.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76860.757812 Penalty: 2190.668945
	Iteration 14Q: 3 clusters Score -76860.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76870.445312 Penalty: 2190.668945
	Iteration 15Q: 3 clusters Score -76870.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76875.656250 Penalty: 2190.668945
	Iteration 16Q: 3 clusters Score -76875.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76883.812500 Penalty: 2190.668945
	Iteration 17Q: 3 clusters Score -76883.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76888.984375 Penalty: 2190.668945
	Iteration 18Q: 3 clusters Score -76888.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76896.726562 Penalty: 2190.668945
	Iteration 19Q: 3 clusters Score -76896.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76900.687500 Penalty: 2190.668945
	Iteration 20F: 3 clusters Score -76900.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76902.539062 Penalty: 2190.668945
	Iteration 21Q: 3 clusters Score -76902.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76905.859375 Penalty: 2190.668945
	Iteration 22Q: 3 clusters Score -76905.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76908.500000 Penalty: 2190.668945
	Iteration 23Q: 3 clusters Score -76908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76908.500000 Penalty: 2190.668945
	Iteration 24F: 3 clusters Score -76908.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -209677.281250 Penalty: 1255.652832
	Iteration 0F: 2 clusters Score -209677.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -207414.546875 Penalty: 2511.305664
	Iteration 0F: 3 clusters Score -207414.5 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -207892.125000 Penalty: 2511.305664
	Iteration 1F: 3 clusters Score -207892.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -208018.250000 Penalty: 2511.305664
	Iteration 2F: 3 clusters Score -208018.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -208087.390625 Penalty: 2511.305664
	Iteration 3Q: 3 clusters Score -208087.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -208144.546875 Penalty: 2511.305664
	Iteration 4Q: 3 clusters Score -208144.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -208186.156250 Penalty: 2511.305664
	Iteration 5Q: 3 clusters Score -208186.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -208215.890625 Penalty: 2511.305664
	Iteration 6Q: 3 clusters Score -208215.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -208246.687500 Penalty: 2511.305664
	Iteration 7Q: 3 clusters Score -208246.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -208285.359375 Penalty: 2511.305664
	Iteration 8Q: 3 clusters Score -208285.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -208321.515625 Penalty: 2511.305664
	Iteration 9Q: 3 clusters Score -208321.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -208355.703125 Penalty: 2511.305664
	Iteration 10Q: 3 clusters Score -208355.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -208384.921875 Penalty: 2511.305664
	Iteration 11Q: 3 clusters Score -208384.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -208408.875000 Penalty: 2511.305664
	Iteration 12Q: 3 clusters Score -208408.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -208434.281250 Penalty: 2511.305664
	Iteration 13Q: 3 clusters Score -208434.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -208450.328125 Penalty: 2511.305664
	Iteration 14Q: 3 clusters Score -208450.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -208459.734375 Penalty: 2511.305664
	Iteration 15Q: 3 clusters Score -208459.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -208464.750000 Penalty: 2511.305664
	Iteration 16Q: 3 clusters Score -208464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -208468.625000 Penalty: 2511.305664
	Iteration 17Q: 3 clusters Score -208468.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -208473.093750 Penalty: 2511.305664
	Iteration 18Q: 3 clusters Score -208473.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -208478.265625 Penalty: 2511.305664
	Iteration 19Q: 3 clusters Score -208478.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -208484.937500 Penalty: 2511.305664
	Iteration 20F: 3 clusters Score -208484.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -208493.109375 Penalty: 2511.305664
	Iteration 21Q: 3 clusters Score -208493.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -208501.546875 Penalty: 2511.305664
	Iteration 22Q: 3 clusters Score -208501.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -208513.546875 Penalty: 2511.305664
	Iteration 23Q: 3 clusters Score -208513.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -208521.359375 Penalty: 2511.305664
	Iteration 24Q: 3 clusters Score -208521.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -208528.343750 Penalty: 2511.305664
	Iteration 25Q: 3 clusters Score -208528.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -208532.656250 Penalty: 2511.305664
	Iteration 26Q: 3 clusters Score -208532.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -208537.812500 Penalty: 2511.305664
	Iteration 27Q: 3 clusters Score -208537.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -208549.093750 Penalty: 2511.305664
	Iteration 28Q: 3 clusters Score -208549.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -208556.984375 Penalty: 2511.305664
	Iteration 29Q: 3 clusters Score -208557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -208565.531250 Penalty: 2511.305664
	Iteration 30Q: 3 clusters Score -208565.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -208576.984375 Penalty: 2511.305664
	Iteration 31Q: 3 clusters Score -208577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -208586.078125 Penalty: 2511.305664
	Iteration 32Q: 3 clusters Score -208586.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -208591.750000 Penalty: 2511.305664
	Iteration 33Q: 3 clusters Score -208591.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -208596.781250 Penalty: 2511.305664
	Iteration 34Q: 3 clusters Score -208596.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -208603.125000 Penalty: 2511.305664
	Iteration 35Q: 3 clusters Score -208603.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -208610.062500 Penalty: 2511.305664
	Iteration 36Q: 3 clusters Score -208610.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -208615.671875 Penalty: 2511.305664
	Iteration 37Q: 3 clusters Score -208615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -208620.109375 Penalty: 2511.305664
	Iteration 38Q: 3 clusters Score -208620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -208623.718750 Penalty: 2511.305664
	Iteration 39Q: 3 clusters Score -208623.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -208626.328125 Penalty: 2511.305664
	Iteration 40F: 3 clusters Score -208626.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -208628.828125 Penalty: 2511.305664
	Iteration 41Q: 3 clusters Score -208628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -208628.906250 Penalty: 2511.305664
	Iteration 42Q: 3 clusters Score -208628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -208629.609375 Penalty: 2511.305664
	Iteration 43Q: 3 clusters Score -208629.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -208631.796875 Penalty: 2511.305664
	Iteration 44Q: 3 clusters Score -208631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -208633.312500 Penalty: 2511.305664
	Iteration 45Q: 3 clusters Score -208633.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -208635.015625 Penalty: 2511.305664
	Iteration 46Q: 3 clusters Score -208635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -208635.015625 Penalty: 2511.305664
	Iteration 47F: 3 clusters Score -208635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Entering Unmasked Estep 
Score: -1090730.250000 Penalty: 1516.684448
	Iteration 0F: 2 clusters Score -1090730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1082711.250000 Penalty: 3033.368896
	Iteration 0F: 3 clusters Score -1082711 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1085296.875000 Penalty: 3033.368896
	Iteration 1F: 3 clusters Score -1085297 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1085536.250000 Penalty: 3033.368896
	Iteration 2F: 3 clusters Score -1085536 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1085720.250000 Penalty: 3033.368896
	Iteration 3Q: 3 clusters Score -1085720 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1085849.625000 Penalty: 3033.368896
	Iteration 4Q: 3 clusters Score -1085850 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1085958.500000 Penalty: 3033.368896
	Iteration 5Q: 3 clusters Score -1085958 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1086051.500000 Penalty: 3033.368896
	Iteration 6Q: 3 clusters Score -1086052 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1086131.500000 Penalty: 3033.368896
	Iteration 7Q: 3 clusters Score -1086132 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1086210.750000 Penalty: 3033.368896
	Iteration 8Q: 3 clusters Score -1086211 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1086305.750000 Penalty: 3033.368896
	Iteration 9Q: 3 clusters Score -1086306 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1086423.250000 Penalty: 3033.368896
	Iteration 10Q: 3 clusters Score -1086423 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1086589.875000 Penalty: 3033.368896
	Iteration 11Q: 3 clusters Score -1086590 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1086795.000000 Penalty: 3033.368896
	Iteration 12Q: 3 clusters Score -1086795 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1087043.875000 Penalty: 3033.368896
	Iteration 13Q: 3 clusters Score -1087044 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1087325.500000 Penalty: 3033.368896
	Iteration 14Q: 3 clusters Score -1087326 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1087637.250000 Penalty: 3033.368896
	Iteration 15Q: 3 clusters Score -1087637 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1087946.750000 Penalty: 3033.368896
	Iteration 16Q: 3 clusters Score -1087947 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1088209.625000 Penalty: 3033.368896
	Iteration 17Q: 3 clusters Score -1088210 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1088419.250000 Penalty: 3033.368896
	Iteration 18Q: 3 clusters Score -1088419 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1088606.000000 Penalty: 3033.368896
	Iteration 19Q: 3 clusters Score -1088606 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1088786.375000 Penalty: 3033.368896
	Iteration 20F: 3 clusters Score -1088786 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1088917.000000 Penalty: 3033.368896
	Iteration 21Q: 3 clusters Score -1088917 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1089008.000000 Penalty: 3033.368896
	Iteration 22Q: 3 clusters Score -1089008 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1089091.250000 Penalty: 3033.368896
	Iteration 23Q: 3 clusters Score -1089091 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1089157.000000 Penalty: 3033.368896
	Iteration 24Q: 3 clusters Score -1089157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1089217.125000 Penalty: 3033.368896
	Iteration 25Q: 3 clusters Score -1089217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1089272.125000 Penalty: 3033.368896
	Iteration 26Q: 3 clusters Score -1089272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1089307.500000 Penalty: 3033.368896
	Iteration 27Q: 3 clusters Score -1089308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1089336.750000 Penalty: 3033.368896
	Iteration 28Q: 3 clusters Score -1089337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1089359.625000 Penalty: 3033.368896
	Iteration 29Q: 3 clusters Score -1089360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1089369.000000 Penalty: 3033.368896
	Iteration 30Q: 3 clusters Score -1089369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1089378.125000 Penalty: 3033.368896
	Iteration 31Q: 3 clusters Score -1089378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1089384.000000 Penalty: 3033.368896
	Iteration 32Q: 3 clusters Score -1089384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1089389.875000 Penalty: 3033.368896
	Iteration 33Q: 3 clusters Score -1089390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1089395.375000 Penalty: 3033.368896
	Iteration 34Q: 3 clusters Score -1089395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1089403.625000 Penalty: 3033.368896
	Iteration 35Q: 3 clusters Score -1089404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1089406.125000 Penalty: 3033.368896
	Iteration 36Q: 3 clusters Score -1089406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1089411.625000 Penalty: 3033.368896
	Iteration 37Q: 3 clusters Score -1089412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1089414.000000 Penalty: 3033.368896
	Iteration 38Q: 3 clusters Score -1089414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1089420.000000 Penalty: 3033.368896
	Iteration 39Q: 3 clusters Score -1089420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1089424.375000 Penalty: 3033.368896
	Iteration 40F: 3 clusters Score -1089424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1089425.000000 Penalty: 3033.368896
	Iteration 41Q: 3 clusters Score -1089425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1089426.125000 Penalty: 3033.368896
	Iteration 42Q: 3 clusters Score -1089426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1089426.125000 Penalty: 3033.368896
	Iteration 43F: 3 clusters Score -1089426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (179291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179291 members 
Entering Unmasked Estep 
Score: -16439169.000000 Penalty: 1965.724365
	Iteration 0F: 2 clusters Score -1.643917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -16319306.000000 Penalty: 3931.448730
	Iteration 0F: 3 clusters Score -1.631931e+07 nChanged 86679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 96052 members 
Entering Unmasked Estep 
Score: -16371138.000000 Penalty: 3931.448730
	Iteration 1F: 3 clusters Score -1.637114e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -16372990.000000 Penalty: 3931.448730
	Iteration 2Q: 3 clusters Score -1.637299e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 105651 members 
Entering Unmasked Estep 
Score: -16375901.000000 Penalty: 3931.448730
	Iteration 3Q: 3 clusters Score -1.63759e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 114270 members 
Entering Unmasked Estep 
Score: -16381650.000000 Penalty: 3931.448730
	Iteration 4F: 3 clusters Score -1.638165e+07 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 126399 members 
Entering Unmasked Estep 
Score: -16391220.000000 Penalty: 3931.448730
	Iteration 5F: 3 clusters Score -1.639122e+07 nChanged 15430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 141107 members 
Entering Unmasked Estep 
Score: -16404152.000000 Penalty: 3931.448730
	Iteration 6F: 3 clusters Score -1.640415e+07 nChanged 14517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 155302 members 
Entering Unmasked Estep 
Score: -16417697.000000 Penalty: 3931.448730
	Iteration 7F: 3 clusters Score -1.64177e+07 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 166062 members 
Entering Unmasked Estep 
Score: -16427478.000000 Penalty: 3931.448730
	Iteration 8F: 3 clusters Score -1.642748e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 172375 members 
Entering Unmasked Estep 
Score: -16433474.000000 Penalty: 3931.448730
	Iteration 9Q: 3 clusters Score -1.643347e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 175165 members 
Entering Unmasked Estep 
Score: -16436373.000000 Penalty: 3931.448730
	Iteration 10Q: 3 clusters Score -1.643637e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 175995 members 
Entering Unmasked Estep 
Score: -16437570.000000 Penalty: 3931.448730
	Iteration 11Q: 3 clusters Score -1.643757e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 176218 members 
Entering Unmasked Estep 
Score: -16437957.000000 Penalty: 3931.448730
	Iteration 12Q: 3 clusters Score -1.643796e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 176355 members 
Entering Unmasked Estep 
Score: -16438087.000000 Penalty: 3931.448730
	Iteration 13Q: 3 clusters Score -1.643809e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 176445 members 
Entering Unmasked Estep 
Score: -16438169.000000 Penalty: 3931.448730
	Iteration 14Q: 3 clusters Score -1.643817e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 176517 members 
Entering Unmasked Estep 
Score: -16438210.000000 Penalty: 3931.448730
	Iteration 15Q: 3 clusters Score -1.643821e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 176584 members 
Entering Unmasked Estep 
Score: -16438257.000000 Penalty: 3931.448730
	Iteration 16Q: 3 clusters Score -1.643826e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 176641 members 
Entering Unmasked Estep 
Score: -16438268.000000 Penalty: 3931.448730
	Iteration 17Q: 3 clusters Score -1.643827e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 176688 members 
Entering Unmasked Estep 
Score: -16438297.000000 Penalty: 3931.448730
	Iteration 18Q: 3 clusters Score -1.64383e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 176730 members 
Entering Unmasked Estep 
Score: -16438281.000000 Penalty: 3931.448730
	Iteration 19Q: 3 clusters Score -1.643828e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 176768 members 
Entering Unmasked Estep 
Score: -16438284.000000 Penalty: 3931.448730
	Iteration 20F: 3 clusters Score -1.643828e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 176793 members 
Entering Unmasked Estep 
Score: -16438289.000000 Penalty: 3931.448730
	Iteration 21Q: 3 clusters Score -1.643829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 176822 members 
Entering Unmasked Estep 
Score: -16438309.000000 Penalty: 3931.448730
	Iteration 22Q: 3 clusters Score -1.643831e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 176845 members 
Entering Unmasked Estep 
Score: -16438307.000000 Penalty: 3931.448730
	Iteration 23Q: 3 clusters Score -1.643831e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 176865 members 
Entering Unmasked Estep 
Score: -16438340.000000 Penalty: 3931.448730
	Iteration 24Q: 3 clusters Score -1.643834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 176885 members 
Entering Unmasked Estep 
Score: -16438342.000000 Penalty: 3931.448730
	Iteration 25Q: 3 clusters Score -1.643834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 176900 members 
Entering Unmasked Estep 
Score: -16438334.000000 Penalty: 3931.448730
	Iteration 26Q: 3 clusters Score -1.643833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 176913 members 
Entering Unmasked Estep 
Score: -16438325.000000 Penalty: 3931.448730
	Iteration 27Q: 3 clusters Score -1.643832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 176918 members 
Entering Unmasked Estep 
Score: -16438324.000000 Penalty: 3931.448730
	Iteration 28Q: 3 clusters Score -1.643832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 176921 members 
Entering Unmasked Estep 
Score: -16438316.000000 Penalty: 3931.448730
	Iteration 29Q: 3 clusters Score -1.643832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 176924 members 
Entering Unmasked Estep 
Score: -16438315.000000 Penalty: 3931.448730
	Iteration 30Q: 3 clusters Score -1.643832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 176924 members 
Entering Unmasked Estep 
Score: -16438315.000000 Penalty: 3931.448730
	Iteration 31F: 3 clusters Score -1.643832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Entering Unmasked Estep 
Score: -394953.312500 Penalty: 1351.795532
	Iteration 0F: 2 clusters Score -394953.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -391567.750000 Penalty: 2703.591064
	Iteration 0F: 3 clusters Score -391567.8 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -392558.562500 Penalty: 2703.591064
	Iteration 1F: 3 clusters Score -392558.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -392755.687500 Penalty: 2703.591064
	Iteration 2F: 3 clusters Score -392755.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -392886.531250 Penalty: 2703.591064
	Iteration 3F: 3 clusters Score -392886.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -392966.781250 Penalty: 2703.591064
	Iteration 4Q: 3 clusters Score -392966.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -393045.125000 Penalty: 2703.591064
	Iteration 5Q: 3 clusters Score -393045.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -393133.468750 Penalty: 2703.591064
	Iteration 6Q: 3 clusters Score -393133.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -393213.906250 Penalty: 2703.591064
	Iteration 7Q: 3 clusters Score -393213.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -393288.062500 Penalty: 2703.591064
	Iteration 8Q: 3 clusters Score -393288.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -393363.812500 Penalty: 2703.591064
	Iteration 9Q: 3 clusters Score -393363.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -393440.687500 Penalty: 2703.591064
	Iteration 10Q: 3 clusters Score -393440.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -393512.406250 Penalty: 2703.591064
	Iteration 11Q: 3 clusters Score -393512.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -393587.125000 Penalty: 2703.591064
	Iteration 12Q: 3 clusters Score -393587.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -393634.968750 Penalty: 2703.591064
	Iteration 13Q: 3 clusters Score -393635 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -393672.562500 Penalty: 2703.591064
	Iteration 14Q: 3 clusters Score -393672.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -393704.437500 Penalty: 2703.591064
	Iteration 15Q: 3 clusters Score -393704.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -393733.656250 Penalty: 2703.591064
	Iteration 16Q: 3 clusters Score -393733.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -393766.437500 Penalty: 2703.591064
	Iteration 17Q: 3 clusters Score -393766.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -393798.375000 Penalty: 2703.591064
	Iteration 18Q: 3 clusters Score -393798.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -393829.250000 Penalty: 2703.591064
	Iteration 19Q: 3 clusters Score -393829.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -393845.781250 Penalty: 2703.591064
	Iteration 20F: 3 clusters Score -393845.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -393854.625000 Penalty: 2703.591064
	Iteration 21Q: 3 clusters Score -393854.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -393862.281250 Penalty: 2703.591064
	Iteration 22Q: 3 clusters Score -393862.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -393865.437500 Penalty: 2703.591064
	Iteration 23Q: 3 clusters Score -393865.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -393870.437500 Penalty: 2703.591064
	Iteration 24Q: 3 clusters Score -393870.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -393874.843750 Penalty: 2703.591064
	Iteration 25Q: 3 clusters Score -393874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -393879.031250 Penalty: 2703.591064
	Iteration 26Q: 3 clusters Score -393879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -393883.718750 Penalty: 2703.591064
	Iteration 27Q: 3 clusters Score -393883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -393885.187500 Penalty: 2703.591064
	Iteration 28Q: 3 clusters Score -393885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -393887.562500 Penalty: 2703.591064
	Iteration 29Q: 3 clusters Score -393887.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -393889.093750 Penalty: 2703.591064
	Iteration 30Q: 3 clusters Score -393889.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -393892.250000 Penalty: 2703.591064
	Iteration 31Q: 3 clusters Score -393892.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -393897.531250 Penalty: 2703.591064
	Iteration 32Q: 3 clusters Score -393897.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -393902.906250 Penalty: 2703.591064
	Iteration 33Q: 3 clusters Score -393902.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -393905.531250 Penalty: 2703.591064
	Iteration 34Q: 3 clusters Score -393905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -393906.031250 Penalty: 2703.591064
	Iteration 35Q: 3 clusters Score -393906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -393907.250000 Penalty: 2703.591064
	Iteration 36Q: 3 clusters Score -393907.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -393907.968750 Penalty: 2703.591064
	Iteration 37Q: 3 clusters Score -393908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -393908.031250 Penalty: 2703.591064
	Iteration 38Q: 3 clusters Score -393908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -393908.031250 Penalty: 2703.591064
	Iteration 39F: 3 clusters Score -393908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -148533.187500 Penalty: 1226.468994
	Iteration 0F: 2 clusters Score -148533.2 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 973 members 
Entering Unmasked Estep 
Score: -146603.281250 Penalty: 2452.937988
	Iteration 0F: 3 clusters Score -146603.3 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -147483.812500 Penalty: 2452.937988
	Iteration 1F: 3 clusters Score -147483.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -147954.171875 Penalty: 2452.937988
	Iteration 2F: 3 clusters Score -147954.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -148285.843750 Penalty: 2452.937988
	Iteration 3F: 3 clusters Score -148285.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -148442.593750 Penalty: 2452.937988
	Iteration 4F: 3 clusters Score -148442.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -148558.343750 Penalty: 2452.937988
	Iteration 5Q: 3 clusters Score -148558.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -148600.484375 Penalty: 2452.937988
	Iteration 6Q: 3 clusters Score -148600.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -148617.906250 Penalty: 2452.937988
	Iteration 7Q: 3 clusters Score -148617.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -148630.703125 Penalty: 2452.937988
	Iteration 8Q: 3 clusters Score -148630.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -148639.796875 Penalty: 2452.937988
	Iteration 9Q: 3 clusters Score -148639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -148644.578125 Penalty: 2452.937988
	Iteration 10Q: 3 clusters Score -148644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -148646.968750 Penalty: 2452.937988
	Iteration 11Q: 3 clusters Score -148647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -148650.109375 Penalty: 2452.937988
	Iteration 12Q: 3 clusters Score -148650.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -148657.296875 Penalty: 2452.937988
	Iteration 13Q: 3 clusters Score -148657.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -148666.453125 Penalty: 2452.937988
	Iteration 14Q: 3 clusters Score -148666.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -148697.984375 Penalty: 2452.937988
	Iteration 15Q: 3 clusters Score -148698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -148727.343750 Penalty: 2452.937988
	Iteration 16Q: 3 clusters Score -148727.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -148751.296875 Penalty: 2452.937988
	Iteration 17Q: 3 clusters Score -148751.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -148758.734375 Penalty: 2452.937988
	Iteration 18Q: 3 clusters Score -148758.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -148770.109375 Penalty: 2452.937988
	Iteration 19Q: 3 clusters Score -148770.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -148777.296875 Penalty: 2452.937988
	Iteration 20F: 3 clusters Score -148777.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -148787.921875 Penalty: 2452.937988
	Iteration 21Q: 3 clusters Score -148787.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -148794.046875 Penalty: 2452.937988
	Iteration 22Q: 3 clusters Score -148794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -148797.437500 Penalty: 2452.937988
	Iteration 23Q: 3 clusters Score -148797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -148798.531250 Penalty: 2452.937988
	Iteration 24Q: 3 clusters Score -148798.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -148799.031250 Penalty: 2452.937988
	Iteration 25Q: 3 clusters Score -148799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -148800.015625 Penalty: 2452.937988
	Iteration 26Q: 3 clusters Score -148800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -148800.515625 Penalty: 2452.937988
	Iteration 27Q: 3 clusters Score -148800.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -148800.515625 Penalty: 2452.937988
	Iteration 28F: 3 clusters Score -148800.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 11310 members 
Mstep: Class 5 contains 179291 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 10828 members 
Mstep: Class 9 contains 9151 members 
Mstep: Class 10 contains 18647 members 
Mstep: Class 11 contains 13418 members 
Mstep: Class 12 contains 8430 members 
Mstep: Class 13 contains 66329 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 31517 members 
Mstep: Class 16 contains 5928 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 36161 members 
Mstep: Class 19 contains 87030 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 19909 members 
Mstep: Class 22 contains 76667 members 
Entering Unmasked Estep 
Score: -53855272.000000 Penalty: 47529.371094
Splitting cluster 7 changes total score from -53856052.000000 to -53855272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Entering Unmasked Estep 
Score: -897836.500000 Penalty: 1509.607178
	Iteration 0F: 2 clusters Score -897836.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -890148.875000 Penalty: 3019.214355
	Iteration 0F: 3 clusters Score -890148.9 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -892867.875000 Penalty: 3019.214355
	Iteration 1F: 3 clusters Score -892867.9 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -893425.937500 Penalty: 3019.214355
	Iteration 2F: 3 clusters Score -893425.9 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -894029.437500 Penalty: 3019.214355
	Iteration 3F: 3 clusters Score -894029.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -894638.062500 Penalty: 3019.214355
	Iteration 4F: 3 clusters Score -894638.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -895174.625000 Penalty: 3019.214355
	Iteration 5F: 3 clusters Score -895174.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -895570.062500 Penalty: 3019.214355
	Iteration 6F: 3 clusters Score -895570.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -895868.562500 Penalty: 3019.214355
	Iteration 7Q: 3 clusters Score -895868.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -896089.187500 Penalty: 3019.214355
	Iteration 8Q: 3 clusters Score -896089.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -896235.437500 Penalty: 3019.214355
	Iteration 9Q: 3 clusters Score -896235.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -896349.125000 Penalty: 3019.214355
	Iteration 10Q: 3 clusters Score -896349.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -896439.437500 Penalty: 3019.214355
	Iteration 11Q: 3 clusters Score -896439.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -896522.062500 Penalty: 3019.214355
	Iteration 12Q: 3 clusters Score -896522.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -896588.500000 Penalty: 3019.214355
	Iteration 13Q: 3 clusters Score -896588.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -896637.625000 Penalty: 3019.214355
	Iteration 14Q: 3 clusters Score -896637.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -896692.187500 Penalty: 3019.214355
	Iteration 15Q: 3 clusters Score -896692.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -896739.937500 Penalty: 3019.214355
	Iteration 16Q: 3 clusters Score -896739.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -896783.625000 Penalty: 3019.214355
	Iteration 17Q: 3 clusters Score -896783.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -896812.062500 Penalty: 3019.214355
	Iteration 18Q: 3 clusters Score -896812.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -896839.937500 Penalty: 3019.214355
	Iteration 19Q: 3 clusters Score -896839.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -896866.750000 Penalty: 3019.214355
	Iteration 20F: 3 clusters Score -896866.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -896891.250000 Penalty: 3019.214355
	Iteration 21Q: 3 clusters Score -896891.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -896915.250000 Penalty: 3019.214355
	Iteration 22Q: 3 clusters Score -896915.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -896934.687500 Penalty: 3019.214355
	Iteration 23Q: 3 clusters Score -896934.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -896953.312500 Penalty: 3019.214355
	Iteration 24Q: 3 clusters Score -896953.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -896967.875000 Penalty: 3019.214355
	Iteration 25Q: 3 clusters Score -896967.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -896985.187500 Penalty: 3019.214355
	Iteration 26Q: 3 clusters Score -896985.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -897001.312500 Penalty: 3019.214355
	Iteration 27Q: 3 clusters Score -897001.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -897012.875000 Penalty: 3019.214355
	Iteration 28Q: 3 clusters Score -897012.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -897022.375000 Penalty: 3019.214355
	Iteration 29Q: 3 clusters Score -897022.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -897028.312500 Penalty: 3019.214355
	Iteration 30Q: 3 clusters Score -897028.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -897035.312500 Penalty: 3019.214355
	Iteration 31Q: 3 clusters Score -897035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -897038.812500 Penalty: 3019.214355
	Iteration 32Q: 3 clusters Score -897038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -897041.312500 Penalty: 3019.214355
	Iteration 33Q: 3 clusters Score -897041.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -897043.187500 Penalty: 3019.214355
	Iteration 34Q: 3 clusters Score -897043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -897043.562500 Penalty: 3019.214355
	Iteration 35Q: 3 clusters Score -897043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -897043.375000 Penalty: 3019.214355
	Iteration 36Q: 3 clusters Score -897043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -897042.625000 Penalty: 3019.214355
	Iteration 37Q: 3 clusters Score -897042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -897042.625000 Penalty: 3019.214355
	Iteration 38F: 3 clusters Score -897042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Entering Unmasked Estep 
Score: -853218.500000 Penalty: 1482.262939
	Iteration 0F: 2 clusters Score -853218.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -846532.000000 Penalty: 2964.525879
	Iteration 0F: 3 clusters Score -846532 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -848718.500000 Penalty: 2964.525879
	Iteration 1F: 3 clusters Score -848718.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -848938.312500 Penalty: 2964.525879
	Iteration 2F: 3 clusters Score -848938.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -849149.062500 Penalty: 2964.525879
	Iteration 3F: 3 clusters Score -849149.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -849387.500000 Penalty: 2964.525879
	Iteration 4Q: 3 clusters Score -849387.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -849671.750000 Penalty: 2964.525879
	Iteration 5F: 3 clusters Score -849671.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -850034.437500 Penalty: 2964.525879
	Iteration 6F: 3 clusters Score -850034.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -850474.375000 Penalty: 2964.525879
	Iteration 7F: 3 clusters Score -850474.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -850909.250000 Penalty: 2964.525879
	Iteration 8F: 3 clusters Score -850909.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -851286.875000 Penalty: 2964.525879
	Iteration 9Q: 3 clusters Score -851286.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -851578.125000 Penalty: 2964.525879
	Iteration 10Q: 3 clusters Score -851578.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -851733.000000 Penalty: 2964.525879
	Iteration 11Q: 3 clusters Score -851733 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -851837.000000 Penalty: 2964.525879
	Iteration 12Q: 3 clusters Score -851837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -851893.312500 Penalty: 2964.525879
	Iteration 13Q: 3 clusters Score -851893.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -851924.000000 Penalty: 2964.525879
	Iteration 14Q: 3 clusters Score -851924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -851937.250000 Penalty: 2964.525879
	Iteration 15Q: 3 clusters Score -851937.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -851948.312500 Penalty: 2964.525879
	Iteration 16Q: 3 clusters Score -851948.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -851954.250000 Penalty: 2964.525879
	Iteration 17Q: 3 clusters Score -851954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -851956.562500 Penalty: 2964.525879
	Iteration 18Q: 3 clusters Score -851956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -851962.187500 Penalty: 2964.525879
	Iteration 19Q: 3 clusters Score -851962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -851965.625000 Penalty: 2964.525879
	Iteration 20F: 3 clusters Score -851965.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -851968.250000 Penalty: 2964.525879
	Iteration 21Q: 3 clusters Score -851968.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -851968.250000 Penalty: 2964.525879
	Iteration 22F: 3 clusters Score -851968.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Entering Unmasked Estep 
Score: -1698922.125000 Penalty: 1597.934082
	Iteration 0F: 2 clusters Score -1698922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1686067.375000 Penalty: 3195.868164
	Iteration 0F: 3 clusters Score -1686067 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1690807.875000 Penalty: 3195.868164
	Iteration 1F: 3 clusters Score -1690808 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1691227.125000 Penalty: 3195.868164
	Iteration 2F: 3 clusters Score -1691227 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1691596.125000 Penalty: 3195.868164
	Iteration 3F: 3 clusters Score -1691596 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1691940.625000 Penalty: 3195.868164
	Iteration 4Q: 3 clusters Score -1691941 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1692314.875000 Penalty: 3195.868164
	Iteration 5Q: 3 clusters Score -1692315 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1692787.500000 Penalty: 3195.868164
	Iteration 6Q: 3 clusters Score -1692788 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1693367.250000 Penalty: 3195.868164
	Iteration 7F: 3 clusters Score -1693367 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1694042.875000 Penalty: 3195.868164
	Iteration 8F: 3 clusters Score -1694043 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1694792.250000 Penalty: 3195.868164
	Iteration 9F: 3 clusters Score -1694792 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1695550.000000 Penalty: 3195.868164
	Iteration 10F: 3 clusters Score -1695550 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1696204.250000 Penalty: 3195.868164
	Iteration 11Q: 3 clusters Score -1696204 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1696706.875000 Penalty: 3195.868164
	Iteration 12Q: 3 clusters Score -1696707 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1697057.500000 Penalty: 3195.868164
	Iteration 13Q: 3 clusters Score -1697058 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1697277.750000 Penalty: 3195.868164
	Iteration 14Q: 3 clusters Score -1697278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1697370.000000 Penalty: 3195.868164
	Iteration 15Q: 3 clusters Score -1697370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -1697435.625000 Penalty: 3195.868164
	Iteration 16Q: 3 clusters Score -1697436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -1697489.875000 Penalty: 3195.868164
	Iteration 17Q: 3 clusters Score -1697490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -1697520.000000 Penalty: 3195.868164
	Iteration 18Q: 3 clusters Score -1697520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1697543.000000 Penalty: 3195.868164
	Iteration 19Q: 3 clusters Score -1697543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -1697553.500000 Penalty: 3195.868164
	Iteration 20F: 3 clusters Score -1697554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1697564.250000 Penalty: 3195.868164
	Iteration 21Q: 3 clusters Score -1697564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1697568.250000 Penalty: 3195.868164
	Iteration 22Q: 3 clusters Score -1697568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -1697580.375000 Penalty: 3195.868164
	Iteration 23Q: 3 clusters Score -1697580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1697583.375000 Penalty: 3195.868164
	Iteration 24Q: 3 clusters Score -1697583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1697586.875000 Penalty: 3195.868164
	Iteration 25Q: 3 clusters Score -1697587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1697590.500000 Penalty: 3195.868164
	Iteration 26Q: 3 clusters Score -1697590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -1697589.625000 Penalty: 3195.868164
	Iteration 27Q: 3 clusters Score -1697590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -1697589.625000 Penalty: 3195.868164
	Iteration 28F: 3 clusters Score -1697590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Entering Unmasked Estep 
Score: -1194811.625000 Penalty: 1544.457275
	Iteration 0F: 2 clusters Score -1194812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1185573.375000 Penalty: 3088.914551
	Iteration 0F: 3 clusters Score -1185573 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1188848.625000 Penalty: 3088.914551
	Iteration 1F: 3 clusters Score -1188849 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1189295.625000 Penalty: 3088.914551
	Iteration 2F: 3 clusters Score -1189296 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1189806.250000 Penalty: 3088.914551
	Iteration 3F: 3 clusters Score -1189806 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1190380.750000 Penalty: 3088.914551
	Iteration 4F: 3 clusters Score -1190381 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1190987.500000 Penalty: 3088.914551
	Iteration 5F: 3 clusters Score -1190988 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1191636.000000 Penalty: 3088.914551
	Iteration 6F: 3 clusters Score -1191636 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1192260.000000 Penalty: 3088.914551
	Iteration 7F: 3 clusters Score -1192260 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1192849.500000 Penalty: 3088.914551
	Iteration 8F: 3 clusters Score -1192850 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1193395.750000 Penalty: 3088.914551
	Iteration 9Q: 3 clusters Score -1193396 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1193813.750000 Penalty: 3088.914551
	Iteration 10Q: 3 clusters Score -1193814 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1194195.000000 Penalty: 3088.914551
	Iteration 11Q: 3 clusters Score -1194195 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1194470.875000 Penalty: 3088.914551
	Iteration 12Q: 3 clusters Score -1194471 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1194649.750000 Penalty: 3088.914551
	Iteration 13Q: 3 clusters Score -1194650 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1194743.500000 Penalty: 3088.914551
	Iteration 14Q: 3 clusters Score -1194744 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1194829.375000 Penalty: 3088.914551
	Iteration 15Q: 3 clusters Score -1194829 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1194892.250000 Penalty: 3088.914551
	Iteration 16Q: 3 clusters Score -1194892 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1194946.375000 Penalty: 3088.914551
	Iteration 17Q: 3 clusters Score -1194946 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1194986.500000 Penalty: 3088.914551
	Iteration 18Q: 3 clusters Score -1194986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1195009.875000 Penalty: 3088.914551
	Iteration 19Q: 3 clusters Score -1195010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1195023.875000 Penalty: 3088.914551
	Iteration 20F: 3 clusters Score -1195024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1195039.125000 Penalty: 3088.914551
	Iteration 21Q: 3 clusters Score -1195039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1195049.250000 Penalty: 3088.914551
	Iteration 22Q: 3 clusters Score -1195049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1195058.250000 Penalty: 3088.914551
	Iteration 23Q: 3 clusters Score -1195058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1195068.875000 Penalty: 3088.914551
	Iteration 24Q: 3 clusters Score -1195069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1195074.500000 Penalty: 3088.914551
	Iteration 25Q: 3 clusters Score -1195074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1195075.000000 Penalty: 3088.914551
	Iteration 26Q: 3 clusters Score -1195075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1195078.875000 Penalty: 3088.914551
	Iteration 27Q: 3 clusters Score -1195079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1195079.500000 Penalty: 3088.914551
	Iteration 28Q: 3 clusters Score -1195080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1195080.375000 Penalty: 3088.914551
	Iteration 29Q: 3 clusters Score -1195080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1195085.000000 Penalty: 3088.914551
	Iteration 30Q: 3 clusters Score -1195085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1195088.250000 Penalty: 3088.914551
	Iteration 31Q: 3 clusters Score -1195088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1195086.750000 Penalty: 3088.914551
	Iteration 32Q: 3 clusters Score -1195087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1195089.375000 Penalty: 3088.914551
	Iteration 33Q: 3 clusters Score -1195089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1195091.875000 Penalty: 3088.914551
	Iteration 34Q: 3 clusters Score -1195092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1195093.625000 Penalty: 3088.914551
	Iteration 35Q: 3 clusters Score -1195094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1195091.750000 Penalty: 3088.914551
	Iteration 36Q: 3 clusters Score -1195092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1195091.875000 Penalty: 3088.914551
	Iteration 37Q: 3 clusters Score -1195092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1195095.875000 Penalty: 3088.914551
	Iteration 38Q: 3 clusters Score -1195096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1195097.000000 Penalty: 3088.914551
	Iteration 39Q: 3 clusters Score -1195097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1195095.125000 Penalty: 3088.914551
	Iteration 40F: 3 clusters Score -1195095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1195095.125000 Penalty: 3088.914551
	Iteration 41Q: 3 clusters Score -1195095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1195094.750000 Penalty: 3088.914551
	Iteration 42Q: 3 clusters Score -1195095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1195094.125000 Penalty: 3088.914551
	Iteration 43Q: 3 clusters Score -1195094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1195094.125000 Penalty: 3088.914551
	Iteration 44F: 3 clusters Score -1195094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 11310 members 
Mstep: Class 5 contains 179291 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 10828 members 
Mstep: Class 9 contains 9151 members 
Mstep: Class 10 contains 18647 members 
Mstep: Class 11 contains 9469 members 
Mstep: Class 12 contains 8430 members 
Mstep: Class 13 contains 66329 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 31517 members 
Mstep: Class 16 contains 5928 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 36161 members 
Mstep: Class 19 contains 87030 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 19909 members 
Mstep: Class 22 contains 76667 members 
Entering Unmasked Estep 
Score: -53855576.000000 Penalty: 47529.371094
Splitting cluster 11 changes total score from -53856052.000000 to -53855576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (8430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Entering Unmasked Estep 
Score: -731635.062500 Penalty: 1468.927124
	Iteration 0F: 2 clusters Score -731635.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -725472.562500 Penalty: 2937.854248
	Iteration 0F: 3 clusters Score -725472.6 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -727637.187500 Penalty: 2937.854248
	Iteration 1F: 3 clusters Score -727637.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -728092.750000 Penalty: 2937.854248
	Iteration 2F: 3 clusters Score -728092.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -728574.812500 Penalty: 2937.854248
	Iteration 3F: 3 clusters Score -728574.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -729034.687500 Penalty: 2937.854248
	Iteration 4F: 3 clusters Score -729034.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -729411.062500 Penalty: 2937.854248
	Iteration 5F: 3 clusters Score -729411.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -729760.625000 Penalty: 2937.854248
	Iteration 6F: 3 clusters Score -729760.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -730068.937500 Penalty: 2937.854248
	Iteration 7Q: 3 clusters Score -730068.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -730294.625000 Penalty: 2937.854248
	Iteration 8Q: 3 clusters Score -730294.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -730462.187500 Penalty: 2937.854248
	Iteration 9Q: 3 clusters Score -730462.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -730583.312500 Penalty: 2937.854248
	Iteration 10Q: 3 clusters Score -730583.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -730680.062500 Penalty: 2937.854248
	Iteration 11Q: 3 clusters Score -730680.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -730747.750000 Penalty: 2937.854248
	Iteration 12Q: 3 clusters Score -730747.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -730798.125000 Penalty: 2937.854248
	Iteration 13Q: 3 clusters Score -730798.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -730824.125000 Penalty: 2937.854248
	Iteration 14Q: 3 clusters Score -730824.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -730846.250000 Penalty: 2937.854248
	Iteration 15Q: 3 clusters Score -730846.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -730862.375000 Penalty: 2937.854248
	Iteration 16Q: 3 clusters Score -730862.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -730878.062500 Penalty: 2937.854248
	Iteration 17Q: 3 clusters Score -730878.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -730885.562500 Penalty: 2937.854248
	Iteration 18Q: 3 clusters Score -730885.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -730892.750000 Penalty: 2937.854248
	Iteration 19Q: 3 clusters Score -730892.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -730896.625000 Penalty: 2937.854248
	Iteration 20F: 3 clusters Score -730896.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -730904.562500 Penalty: 2937.854248
	Iteration 21Q: 3 clusters Score -730904.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -730906.125000 Penalty: 2937.854248
	Iteration 22Q: 3 clusters Score -730906.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -730910.125000 Penalty: 2937.854248
	Iteration 23Q: 3 clusters Score -730910.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -730912.125000 Penalty: 2937.854248
	Iteration 24Q: 3 clusters Score -730912.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -730912.875000 Penalty: 2937.854248
	Iteration 25Q: 3 clusters Score -730912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -730911.687500 Penalty: 2937.854248
	Iteration 26Q: 3 clusters Score -730911.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -730913.687500 Penalty: 2937.854248
	Iteration 27Q: 3 clusters Score -730913.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -730914.562500 Penalty: 2937.854248
	Iteration 28Q: 3 clusters Score -730914.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -730916.375000 Penalty: 2937.854248
	Iteration 29Q: 3 clusters Score -730916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -730915.312500 Penalty: 2937.854248
	Iteration 30Q: 3 clusters Score -730915.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -730915.750000 Penalty: 2937.854248
	Iteration 31Q: 3 clusters Score -730915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -730915.375000 Penalty: 2937.854248
	Iteration 32Q: 3 clusters Score -730915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -730916.500000 Penalty: 2937.854248
	Iteration 33Q: 3 clusters Score -730916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -730916.437500 Penalty: 2937.854248
	Iteration 34Q: 3 clusters Score -730916.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -730916.437500 Penalty: 2937.854248
	Iteration 35F: 3 clusters Score -730916.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Entering Unmasked Estep 
Score: -6027875.500000 Penalty: 1804.137207
	Iteration 0F: 2 clusters Score -6027876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -5983206.000000 Penalty: 3608.274414
	Iteration 0F: 3 clusters Score -5983206 nChanged 31565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -6001152.000000 Penalty: 3608.274414
	Iteration 1F: 3 clusters Score -6001152 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -6001675.500000 Penalty: 3608.274414
	Iteration 2Q: 3 clusters Score -6001676 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -6002254.000000 Penalty: 3608.274414
	Iteration 3Q: 3 clusters Score -6002254 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -6003074.500000 Penalty: 3608.274414
	Iteration 4Q: 3 clusters Score -6003074 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -6004373.500000 Penalty: 3608.274414
	Iteration 5Q: 3 clusters Score -6004374 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -6006303.000000 Penalty: 3608.274414
	Iteration 6F: 3 clusters Score -6006303 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -6009107.000000 Penalty: 3608.274414
	Iteration 7F: 3 clusters Score -6009107 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -6013065.500000 Penalty: 3608.274414
	Iteration 8F: 3 clusters Score -6013066 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -6017473.500000 Penalty: 3608.274414
	Iteration 9F: 3 clusters Score -6017474 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -6021200.000000 Penalty: 3608.274414
	Iteration 10F: 3 clusters Score -6021200 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -6023648.000000 Penalty: 3608.274414
	Iteration 11Q: 3 clusters Score -6023648 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -6025161.500000 Penalty: 3608.274414
	Iteration 12Q: 3 clusters Score -6025162 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -6025988.000000 Penalty: 3608.274414
	Iteration 13Q: 3 clusters Score -6025988 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -6026501.500000 Penalty: 3608.274414
	Iteration 14Q: 3 clusters Score -6026502 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -6026760.500000 Penalty: 3608.274414
	Iteration 15Q: 3 clusters Score -6026760 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6026856.000000 Penalty: 3608.274414
	Iteration 16Q: 3 clusters Score -6026856 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6026938.500000 Penalty: 3608.274414
	Iteration 17Q: 3 clusters Score -6026938 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6026976.500000 Penalty: 3608.274414
	Iteration 18Q: 3 clusters Score -6026976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6026994.500000 Penalty: 3608.274414
	Iteration 19Q: 3 clusters Score -6026994 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -6027010.500000 Penalty: 3608.274414
	Iteration 20F: 3 clusters Score -6027010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6027013.500000 Penalty: 3608.274414
	Iteration 21Q: 3 clusters Score -6027014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6027020.500000 Penalty: 3608.274414
	Iteration 22Q: 3 clusters Score -6027020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -6027031.000000 Penalty: 3608.274414
	Iteration 23Q: 3 clusters Score -6027031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6027034.000000 Penalty: 3608.274414
	Iteration 24Q: 3 clusters Score -6027034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6027032.500000 Penalty: 3608.274414
	Iteration 25Q: 3 clusters Score -6027032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6027025.000000 Penalty: 3608.274414
	Iteration 26Q: 3 clusters Score -6027025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6027029.500000 Penalty: 3608.274414
	Iteration 27Q: 3 clusters Score -6027030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -6027027.000000 Penalty: 3608.274414
	Iteration 28Q: 3 clusters Score -6027027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -6027027.000000 Penalty: 3608.274414
	Iteration 29F: 3 clusters Score -6027027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -207500.796875 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -207500.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -205167.890625 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -205167.9 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -205702.906250 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -205702.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -205840.812500 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -205840.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -205920.531250 Penalty: 2524.223145
	Iteration 3F: 3 clusters Score -205920.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -205976.171875 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -205976.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -206022.343750 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -206022.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -206078.125000 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -206078.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -206139.312500 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -206139.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -206197.593750 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -206197.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -206275.906250 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -206275.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -206378.109375 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -206378.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -206464.140625 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -206464.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -206536.171875 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -206536.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -206602.656250 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -206602.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -206658.968750 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -206659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -206700.234375 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -206700.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -206730.218750 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -206730.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -206758.421875 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -206758.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -206778.015625 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -206778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -206795.406250 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -206795.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -206810.781250 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -206810.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -206822.703125 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -206822.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -206826.390625 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -206826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -206827.171875 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -206827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -206827.171875 Penalty: 2524.223145
	Iteration 24F: 3 clusters Score -206827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Entering Unmasked Estep 
Score: -2928884.250000 Penalty: 1683.220825
	Iteration 0F: 2 clusters Score -2928884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2907587.000000 Penalty: 3366.441650
	Iteration 0F: 3 clusters Score -2907587 nChanged 14592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2915737.000000 Penalty: 3366.441650
	Iteration 1F: 3 clusters Score -2915737 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2916296.250000 Penalty: 3366.441650
	Iteration 2Q: 3 clusters Score -2916296 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2917004.000000 Penalty: 3366.441650
	Iteration 3F: 3 clusters Score -2917004 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2917973.250000 Penalty: 3366.441650
	Iteration 4F: 3 clusters Score -2917973 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2919376.500000 Penalty: 3366.441650
	Iteration 5F: 3 clusters Score -2919376 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2921134.000000 Penalty: 3366.441650
	Iteration 6F: 3 clusters Score -2921134 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2922926.500000 Penalty: 3366.441650
	Iteration 7F: 3 clusters Score -2922926 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2924546.750000 Penalty: 3366.441650
	Iteration 8F: 3 clusters Score -2924547 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2925743.750000 Penalty: 3366.441650
	Iteration 9Q: 3 clusters Score -2925744 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2926476.500000 Penalty: 3366.441650
	Iteration 10Q: 3 clusters Score -2926476 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2926801.250000 Penalty: 3366.441650
	Iteration 11Q: 3 clusters Score -2926801 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2926942.750000 Penalty: 3366.441650
	Iteration 12Q: 3 clusters Score -2926943 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2927022.500000 Penalty: 3366.441650
	Iteration 13Q: 3 clusters Score -2927022 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2927065.250000 Penalty: 3366.441650
	Iteration 14Q: 3 clusters Score -2927065 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2927100.250000 Penalty: 3366.441650
	Iteration 15Q: 3 clusters Score -2927100 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2927146.750000 Penalty: 3366.441650
	Iteration 16Q: 3 clusters Score -2927147 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2927169.750000 Penalty: 3366.441650
	Iteration 17Q: 3 clusters Score -2927170 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2927214.500000 Penalty: 3366.441650
	Iteration 18Q: 3 clusters Score -2927214 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2927243.500000 Penalty: 3366.441650
	Iteration 19Q: 3 clusters Score -2927244 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2927291.000000 Penalty: 3366.441650
	Iteration 20F: 3 clusters Score -2927291 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2927321.000000 Penalty: 3366.441650
	Iteration 21Q: 3 clusters Score -2927321 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2927352.250000 Penalty: 3366.441650
	Iteration 22Q: 3 clusters Score -2927352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2927373.750000 Penalty: 3366.441650
	Iteration 23Q: 3 clusters Score -2927374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2927389.500000 Penalty: 3366.441650
	Iteration 24Q: 3 clusters Score -2927390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2927405.250000 Penalty: 3366.441650
	Iteration 25Q: 3 clusters Score -2927405 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2927419.750000 Penalty: 3366.441650
	Iteration 26Q: 3 clusters Score -2927420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2927423.000000 Penalty: 3366.441650
	Iteration 27Q: 3 clusters Score -2927423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2927430.500000 Penalty: 3366.441650
	Iteration 28Q: 3 clusters Score -2927430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2927435.750000 Penalty: 3366.441650
	Iteration 29Q: 3 clusters Score -2927436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2927436.000000 Penalty: 3366.441650
	Iteration 30Q: 3 clusters Score -2927436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2927438.250000 Penalty: 3366.441650
	Iteration 31Q: 3 clusters Score -2927438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2927437.750000 Penalty: 3366.441650
	Iteration 32Q: 3 clusters Score -2927438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2927446.000000 Penalty: 3366.441650
	Iteration 33Q: 3 clusters Score -2927446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2927448.000000 Penalty: 3366.441650
	Iteration 34Q: 3 clusters Score -2927448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2927450.250000 Penalty: 3366.441650
	Iteration 35Q: 3 clusters Score -2927450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2927453.000000 Penalty: 3366.441650
	Iteration 36Q: 3 clusters Score -2927453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2927460.500000 Penalty: 3366.441650
	Iteration 37Q: 3 clusters Score -2927460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2927471.500000 Penalty: 3366.441650
	Iteration 38Q: 3 clusters Score -2927472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2927469.250000 Penalty: 3366.441650
	Iteration 39Q: 3 clusters Score -2927469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2927472.250000 Penalty: 3366.441650
	Iteration 40F: 3 clusters Score -2927472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2927478.500000 Penalty: 3366.441650
	Iteration 41Q: 3 clusters Score -2927478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2927476.250000 Penalty: 3366.441650
	Iteration 42Q: 3 clusters Score -2927476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2927475.500000 Penalty: 3366.441650
	Iteration 43Q: 3 clusters Score -2927476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2927474.250000 Penalty: 3366.441650
	Iteration 44Q: 3 clusters Score -2927474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2927478.250000 Penalty: 3366.441650
	Iteration 45Q: 3 clusters Score -2927478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2927480.000000 Penalty: 3366.441650
	Iteration 46Q: 3 clusters Score -2927480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2927480.000000 Penalty: 3366.441650
	Iteration 47F: 3 clusters Score -2927480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Entering Unmasked Estep 
Score: -527597.562500 Penalty: 1411.709351
	Iteration 0F: 2 clusters Score -527597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -522996.125000 Penalty: 2823.418701
	Iteration 0F: 3 clusters Score -522996.1 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -524336.812500 Penalty: 2823.418701
	Iteration 1F: 3 clusters Score -524336.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -524573.750000 Penalty: 2823.418701
	Iteration 2F: 3 clusters Score -524573.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -524758.375000 Penalty: 2823.418701
	Iteration 3F: 3 clusters Score -524758.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -524939.562500 Penalty: 2823.418701
	Iteration 4Q: 3 clusters Score -524939.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -525077.687500 Penalty: 2823.418701
	Iteration 5Q: 3 clusters Score -525077.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -525208.875000 Penalty: 2823.418701
	Iteration 6Q: 3 clusters Score -525208.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -525324.250000 Penalty: 2823.418701
	Iteration 7Q: 3 clusters Score -525324.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -525422.750000 Penalty: 2823.418701
	Iteration 8Q: 3 clusters Score -525422.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -525528.562500 Penalty: 2823.418701
	Iteration 9Q: 3 clusters Score -525528.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -525622.375000 Penalty: 2823.418701
	Iteration 10Q: 3 clusters Score -525622.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -525706.375000 Penalty: 2823.418701
	Iteration 11Q: 3 clusters Score -525706.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -525774.562500 Penalty: 2823.418701
	Iteration 12Q: 3 clusters Score -525774.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -525842.875000 Penalty: 2823.418701
	Iteration 13Q: 3 clusters Score -525842.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -525911.937500 Penalty: 2823.418701
	Iteration 14Q: 3 clusters Score -525911.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -525981.562500 Penalty: 2823.418701
	Iteration 15Q: 3 clusters Score -525981.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -526030.625000 Penalty: 2823.418701
	Iteration 16Q: 3 clusters Score -526030.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -526077.125000 Penalty: 2823.418701
	Iteration 17Q: 3 clusters Score -526077.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -526117.750000 Penalty: 2823.418701
	Iteration 18Q: 3 clusters Score -526117.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -526148.562500 Penalty: 2823.418701
	Iteration 19Q: 3 clusters Score -526148.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -526173.750000 Penalty: 2823.418701
	Iteration 20F: 3 clusters Score -526173.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -526197.250000 Penalty: 2823.418701
	Iteration 21Q: 3 clusters Score -526197.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -526217.875000 Penalty: 2823.418701
	Iteration 22Q: 3 clusters Score -526217.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -526235.312500 Penalty: 2823.418701
	Iteration 23Q: 3 clusters Score -526235.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -526252.750000 Penalty: 2823.418701
	Iteration 24Q: 3 clusters Score -526252.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -526267.437500 Penalty: 2823.418701
	Iteration 25Q: 3 clusters Score -526267.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -526282.937500 Penalty: 2823.418701
	Iteration 26Q: 3 clusters Score -526282.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -526295.875000 Penalty: 2823.418701
	Iteration 27Q: 3 clusters Score -526295.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -526306.437500 Penalty: 2823.418701
	Iteration 28Q: 3 clusters Score -526306.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -526322.125000 Penalty: 2823.418701
	Iteration 29Q: 3 clusters Score -526322.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -526334.937500 Penalty: 2823.418701
	Iteration 30Q: 3 clusters Score -526334.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -526346.437500 Penalty: 2823.418701
	Iteration 31Q: 3 clusters Score -526346.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -526356.187500 Penalty: 2823.418701
	Iteration 32Q: 3 clusters Score -526356.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -526362.375000 Penalty: 2823.418701
	Iteration 33Q: 3 clusters Score -526362.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -526370.500000 Penalty: 2823.418701
	Iteration 34Q: 3 clusters Score -526370.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -526377.062500 Penalty: 2823.418701
	Iteration 35Q: 3 clusters Score -526377.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -526385.000000 Penalty: 2823.418701
	Iteration 36Q: 3 clusters Score -526385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -526394.812500 Penalty: 2823.418701
	Iteration 37Q: 3 clusters Score -526394.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -526401.125000 Penalty: 2823.418701
	Iteration 38Q: 3 clusters Score -526401.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -526408.875000 Penalty: 2823.418701
	Iteration 39Q: 3 clusters Score -526408.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -526416.000000 Penalty: 2823.418701
	Iteration 40F: 3 clusters Score -526416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -526422.625000 Penalty: 2823.418701
	Iteration 41Q: 3 clusters Score -526422.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -526429.875000 Penalty: 2823.418701
	Iteration 42Q: 3 clusters Score -526429.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -526432.812500 Penalty: 2823.418701
	Iteration 43Q: 3 clusters Score -526432.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -526437.250000 Penalty: 2823.418701
	Iteration 44Q: 3 clusters Score -526437.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -526441.000000 Penalty: 2823.418701
	Iteration 45Q: 3 clusters Score -526441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -526444.562500 Penalty: 2823.418701
	Iteration 46Q: 3 clusters Score -526444.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -526448.062500 Penalty: 2823.418701
	Iteration 47Q: 3 clusters Score -526448.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -526450.875000 Penalty: 2823.418701
	Iteration 48Q: 3 clusters Score -526450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -526453.062500 Penalty: 2823.418701
	Iteration 49Q: 3 clusters Score -526453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -526456.125000 Penalty: 2823.418701
	Iteration 50Q: 3 clusters Score -526456.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -526458.750000 Penalty: 2823.418701
	Iteration 51Q: 3 clusters Score -526458.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -526462.625000 Penalty: 2823.418701
	Iteration 52Q: 3 clusters Score -526462.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -526465.625000 Penalty: 2823.418701
	Iteration 53Q: 3 clusters Score -526465.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -526467.250000 Penalty: 2823.418701
	Iteration 54Q: 3 clusters Score -526467.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -526468.687500 Penalty: 2823.418701
	Iteration 55Q: 3 clusters Score -526468.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -526470.562500 Penalty: 2823.418701
	Iteration 56Q: 3 clusters Score -526470.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -526470.812500 Penalty: 2823.418701
	Iteration 57Q: 3 clusters Score -526470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -526471.625000 Penalty: 2823.418701
	Iteration 58Q: 3 clusters Score -526471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -526472.312500 Penalty: 2823.418701
	Iteration 59Q: 3 clusters Score -526472.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -526472.187500 Penalty: 2823.418701
	Iteration 60F: 3 clusters Score -526472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -526472.250000 Penalty: 2823.418701
	Iteration 61Q: 3 clusters Score -526472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -526472.250000 Penalty: 2823.418701
	Iteration 62F: 3 clusters Score -526472.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -136699.265625 Penalty: 1187.093140
	Iteration 0F: 2 clusters Score -136699.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -134921.640625 Penalty: 2374.186279
	Iteration 0F: 3 clusters Score -134921.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -135291.515625 Penalty: 2374.186279
	Iteration 1F: 3 clusters Score -135291.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -135386.437500 Penalty: 2374.186279
	Iteration 2F: 3 clusters Score -135386.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -135442.343750 Penalty: 2374.186279
	Iteration 3Q: 3 clusters Score -135442.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -135482.515625 Penalty: 2374.186279
	Iteration 4Q: 3 clusters Score -135482.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -135524.625000 Penalty: 2374.186279
	Iteration 5Q: 3 clusters Score -135524.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -135558.343750 Penalty: 2374.186279
	Iteration 6Q: 3 clusters Score -135558.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -135576.421875 Penalty: 2374.186279
	Iteration 7Q: 3 clusters Score -135576.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -135591.890625 Penalty: 2374.186279
	Iteration 8Q: 3 clusters Score -135591.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -135614.453125 Penalty: 2374.186279
	Iteration 9Q: 3 clusters Score -135614.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -135625.062500 Penalty: 2374.186279
	Iteration 10Q: 3 clusters Score -135625.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -135631.203125 Penalty: 2374.186279
	Iteration 11Q: 3 clusters Score -135631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -135636.250000 Penalty: 2374.186279
	Iteration 12Q: 3 clusters Score -135636.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -135642.515625 Penalty: 2374.186279
	Iteration 13Q: 3 clusters Score -135642.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -135647.593750 Penalty: 2374.186279
	Iteration 14Q: 3 clusters Score -135647.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -135651.015625 Penalty: 2374.186279
	Iteration 15Q: 3 clusters Score -135651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -135652.828125 Penalty: 2374.186279
	Iteration 16Q: 3 clusters Score -135652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -135653.171875 Penalty: 2374.186279
	Iteration 17Q: 3 clusters Score -135653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -135653.656250 Penalty: 2374.186279
	Iteration 18Q: 3 clusters Score -135653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -135654.171875 Penalty: 2374.186279
	Iteration 19Q: 3 clusters Score -135654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -135654.609375 Penalty: 2374.186279
	Iteration 20F: 3 clusters Score -135654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -135655.078125 Penalty: 2374.186279
	Iteration 21Q: 3 clusters Score -135655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -135655.078125 Penalty: 2374.186279
	Iteration 22F: 3 clusters Score -135655.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Entering Unmasked Estep 
Score: -3573152.000000 Penalty: 1705.557129
	Iteration 0F: 2 clusters Score -3573152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3549048.250000 Penalty: 3411.114258
	Iteration 0F: 3 clusters Score -3549048 nChanged 16816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3558260.500000 Penalty: 3411.114258
	Iteration 1F: 3 clusters Score -3558260 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3558574.000000 Penalty: 3411.114258
	Iteration 2Q: 3 clusters Score -3558574 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3558835.500000 Penalty: 3411.114258
	Iteration 3Q: 3 clusters Score -3558836 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3559046.250000 Penalty: 3411.114258
	Iteration 4Q: 3 clusters Score -3559046 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3559225.750000 Penalty: 3411.114258
	Iteration 5Q: 3 clusters Score -3559226 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3559382.750000 Penalty: 3411.114258
	Iteration 6Q: 3 clusters Score -3559383 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3559556.750000 Penalty: 3411.114258
	Iteration 7Q: 3 clusters Score -3559557 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3559766.500000 Penalty: 3411.114258
	Iteration 8Q: 3 clusters Score -3559766 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3559970.250000 Penalty: 3411.114258
	Iteration 9Q: 3 clusters Score -3559970 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3560255.000000 Penalty: 3411.114258
	Iteration 10Q: 3 clusters Score -3560255 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3560682.250000 Penalty: 3411.114258
	Iteration 11Q: 3 clusters Score -3560682 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -3561329.000000 Penalty: 3411.114258
	Iteration 12Q: 3 clusters Score -3561329 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3562288.000000 Penalty: 3411.114258
	Iteration 13Q: 3 clusters Score -3562288 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3563769.000000 Penalty: 3411.114258
	Iteration 14F: 3 clusters Score -3563769 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3565665.250000 Penalty: 3411.114258
	Iteration 15F: 3 clusters Score -3565665 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -3567491.000000 Penalty: 3411.114258
	Iteration 16F: 3 clusters Score -3567491 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -3568801.000000 Penalty: 3411.114258
	Iteration 17Q: 3 clusters Score -3568801 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -3569575.000000 Penalty: 3411.114258
	Iteration 18Q: 3 clusters Score -3569575 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -3570049.500000 Penalty: 3411.114258
	Iteration 19Q: 3 clusters Score -3570050 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -3570388.000000 Penalty: 3411.114258
	Iteration 20F: 3 clusters Score -3570388 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -3570605.250000 Penalty: 3411.114258
	Iteration 21Q: 3 clusters Score -3570605 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -3570780.750000 Penalty: 3411.114258
	Iteration 22Q: 3 clusters Score -3570781 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -3570930.000000 Penalty: 3411.114258
	Iteration 23Q: 3 clusters Score -3570930 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -3571039.000000 Penalty: 3411.114258
	Iteration 24Q: 3 clusters Score -3571039 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -3571160.250000 Penalty: 3411.114258
	Iteration 25Q: 3 clusters Score -3571160 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -3571266.500000 Penalty: 3411.114258
	Iteration 26Q: 3 clusters Score -3571266 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -3571334.750000 Penalty: 3411.114258
	Iteration 27Q: 3 clusters Score -3571335 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -3571397.500000 Penalty: 3411.114258
	Iteration 28Q: 3 clusters Score -3571398 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -3571458.000000 Penalty: 3411.114258
	Iteration 29Q: 3 clusters Score -3571458 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -3571492.000000 Penalty: 3411.114258
	Iteration 30Q: 3 clusters Score -3571492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -3571530.250000 Penalty: 3411.114258
	Iteration 31Q: 3 clusters Score -3571530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -3571577.000000 Penalty: 3411.114258
	Iteration 32Q: 3 clusters Score -3571577 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -3571601.250000 Penalty: 3411.114258
	Iteration 33Q: 3 clusters Score -3571601 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -3571638.000000 Penalty: 3411.114258
	Iteration 34Q: 3 clusters Score -3571638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -3571662.250000 Penalty: 3411.114258
	Iteration 35Q: 3 clusters Score -3571662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -3571673.750000 Penalty: 3411.114258
	Iteration 36Q: 3 clusters Score -3571674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -3571690.250000 Penalty: 3411.114258
	Iteration 37Q: 3 clusters Score -3571690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -3571709.750000 Penalty: 3411.114258
	Iteration 38Q: 3 clusters Score -3571710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -3571717.000000 Penalty: 3411.114258
	Iteration 39Q: 3 clusters Score -3571717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -3571732.000000 Penalty: 3411.114258
	Iteration 40F: 3 clusters Score -3571732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -3571730.750000 Penalty: 3411.114258
	Iteration 41Q: 3 clusters Score -3571731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -3571734.750000 Penalty: 3411.114258
	Iteration 42Q: 3 clusters Score -3571735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -3571740.750000 Penalty: 3411.114258
	Iteration 43Q: 3 clusters Score -3571741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -3571747.000000 Penalty: 3411.114258
	Iteration 44Q: 3 clusters Score -3571747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -3571744.250000 Penalty: 3411.114258
	Iteration 45Q: 3 clusters Score -3571744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -3571753.000000 Penalty: 3411.114258
	Iteration 46Q: 3 clusters Score -3571753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -3571761.000000 Penalty: 3411.114258
	Iteration 47Q: 3 clusters Score -3571761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -3571758.500000 Penalty: 3411.114258
	Iteration 48Q: 3 clusters Score -3571758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -3571759.750000 Penalty: 3411.114258
	Iteration 49Q: 3 clusters Score -3571760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -3571761.750000 Penalty: 3411.114258
	Iteration 50Q: 3 clusters Score -3571762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -3571757.750000 Penalty: 3411.114258
	Iteration 51Q: 3 clusters Score -3571758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -3571759.500000 Penalty: 3411.114258
	Iteration 52Q: 3 clusters Score -3571760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -3571760.750000 Penalty: 3411.114258
	Iteration 53Q: 3 clusters Score -3571761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -3571765.750000 Penalty: 3411.114258
	Iteration 54Q: 3 clusters Score -3571766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -3571772.750000 Penalty: 3411.114258
	Iteration 55Q: 3 clusters Score -3571773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -3571775.250000 Penalty: 3411.114258
	Iteration 56Q: 3 clusters Score -3571775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -3571779.000000 Penalty: 3411.114258
	Iteration 57Q: 3 clusters Score -3571779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -3571780.250000 Penalty: 3411.114258
	Iteration 58Q: 3 clusters Score -3571780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -3571783.500000 Penalty: 3411.114258
	Iteration 59Q: 3 clusters Score -3571784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -3571785.500000 Penalty: 3411.114258
	Iteration 60F: 3 clusters Score -3571786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -3571787.500000 Penalty: 3411.114258
	Iteration 61Q: 3 clusters Score -3571788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -3571786.250000 Penalty: 3411.114258
	Iteration 62Q: 3 clusters Score -3571786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -3571786.250000 Penalty: 3411.114258
	Iteration 63F: 3 clusters Score -3571786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (87030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87030 members 
Entering Unmasked Estep 
Score: -7979717.500000 Penalty: 1848.276367
	Iteration 0F: 2 clusters Score -7979718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -7921509.000000 Penalty: 3696.552734
	Iteration 0F: 3 clusters Score -7921509 nChanged 41657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -7945283.500000 Penalty: 3696.552734
	Iteration 1F: 3 clusters Score -7945284 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -7945959.000000 Penalty: 3696.552734
	Iteration 2Q: 3 clusters Score -7945959 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -7946816.000000 Penalty: 3696.552734
	Iteration 3Q: 3 clusters Score -7946816 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -7947902.000000 Penalty: 3696.552734
	Iteration 4Q: 3 clusters Score -7947902 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -7949659.500000 Penalty: 3696.552734
	Iteration 5Q: 3 clusters Score -7949660 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -7951961.000000 Penalty: 3696.552734
	Iteration 6F: 3 clusters Score -7951961 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -7955051.500000 Penalty: 3696.552734
	Iteration 7F: 3 clusters Score -7955052 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -7958585.000000 Penalty: 3696.552734
	Iteration 8F: 3 clusters Score -7958585 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -7962131.000000 Penalty: 3696.552734
	Iteration 9F: 3 clusters Score -7962131 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -7965708.000000 Penalty: 3696.552734
	Iteration 10F: 3 clusters Score -7965708 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -7969125.000000 Penalty: 3696.552734
	Iteration 11F: 3 clusters Score -7969125 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -7971999.000000 Penalty: 3696.552734
	Iteration 12Q: 3 clusters Score -7971999 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -7974318.000000 Penalty: 3696.552734
	Iteration 13Q: 3 clusters Score -7974318 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7975957.000000 Penalty: 3696.552734
	Iteration 14Q: 3 clusters Score -7975957 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7977002.000000 Penalty: 3696.552734
	Iteration 15Q: 3 clusters Score -7977002 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85973 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7977488.000000 Penalty: 3696.552734
	Iteration 16Q: 3 clusters Score -7977488 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7977770.500000 Penalty: 3696.552734
	Iteration 17Q: 3 clusters Score -7977770 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86502 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7977930.000000 Penalty: 3696.552734
	Iteration 18Q: 3 clusters Score -7977930 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7978026.500000 Penalty: 3696.552734
	Iteration 19Q: 3 clusters Score -7978026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7978075.500000 Penalty: 3696.552734
	Iteration 20F: 3 clusters Score -7978076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7978114.000000 Penalty: 3696.552734
	Iteration 21Q: 3 clusters Score -7978114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86681 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7978151.000000 Penalty: 3696.552734
	Iteration 22Q: 3 clusters Score -7978151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7978158.000000 Penalty: 3696.552734
	Iteration 23Q: 3 clusters Score -7978158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86690 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7978174.000000 Penalty: 3696.552734
	Iteration 24Q: 3 clusters Score -7978174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86695 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7978172.500000 Penalty: 3696.552734
	Iteration 25Q: 3 clusters Score -7978172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7978176.000000 Penalty: 3696.552734
	Iteration 26Q: 3 clusters Score -7978176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7978171.500000 Penalty: 3696.552734
	Iteration 27Q: 3 clusters Score -7978172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7978186.000000 Penalty: 3696.552734
	Iteration 28Q: 3 clusters Score -7978186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7978182.000000 Penalty: 3696.552734
	Iteration 29Q: 3 clusters Score -7978182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7978180.500000 Penalty: 3696.552734
	Iteration 30Q: 3 clusters Score -7978180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7978188.000000 Penalty: 3696.552734
	Iteration 31Q: 3 clusters Score -7978188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7978192.000000 Penalty: 3696.552734
	Iteration 32Q: 3 clusters Score -7978192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7978197.000000 Penalty: 3696.552734
	Iteration 33Q: 3 clusters Score -7978197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7978195.500000 Penalty: 3696.552734
	Iteration 34Q: 3 clusters Score -7978196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7978195.500000 Penalty: 3696.552734
	Iteration 35Q: 3 clusters Score -7978196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7978194.000000 Penalty: 3696.552734
	Iteration 36Q: 3 clusters Score -7978194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7978190.500000 Penalty: 3696.552734
	Iteration 37Q: 3 clusters Score -7978190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7978192.500000 Penalty: 3696.552734
	Iteration 38Q: 3 clusters Score -7978192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7978193.500000 Penalty: 3696.552734
	Iteration 39Q: 3 clusters Score -7978194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7978200.000000 Penalty: 3696.552734
	Iteration 40F: 3 clusters Score -7978200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7978197.500000 Penalty: 3696.552734
	Iteration 41Q: 3 clusters Score -7978198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7978197.500000 Penalty: 3696.552734
	Iteration 42F: 3 clusters Score -7978198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Entering Unmasked Estep 
Score: -1863819.375000 Penalty: 1608.575562
	Iteration 0F: 2 clusters Score -1863819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1850268.750000 Penalty: 3217.151123
	Iteration 0F: 3 clusters Score -1850269 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1855291.375000 Penalty: 3217.151123
	Iteration 1F: 3 clusters Score -1855291 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1855796.500000 Penalty: 3217.151123
	Iteration 2F: 3 clusters Score -1855796 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1856493.000000 Penalty: 3217.151123
	Iteration 3F: 3 clusters Score -1856493 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1857405.375000 Penalty: 3217.151123
	Iteration 4F: 3 clusters Score -1857405 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1858599.000000 Penalty: 3217.151123
	Iteration 5F: 3 clusters Score -1858599 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1859950.625000 Penalty: 3217.151123
	Iteration 6F: 3 clusters Score -1859951 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1861166.000000 Penalty: 3217.151123
	Iteration 7F: 3 clusters Score -1861166 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1861956.000000 Penalty: 3217.151123
	Iteration 8F: 3 clusters Score -1861956 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1862274.750000 Penalty: 3217.151123
	Iteration 9Q: 3 clusters Score -1862275 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1862391.500000 Penalty: 3217.151123
	Iteration 10Q: 3 clusters Score -1862392 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1862453.750000 Penalty: 3217.151123
	Iteration 11Q: 3 clusters Score -1862454 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1862477.500000 Penalty: 3217.151123
	Iteration 12Q: 3 clusters Score -1862478 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1862497.625000 Penalty: 3217.151123
	Iteration 13Q: 3 clusters Score -1862498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1862508.750000 Penalty: 3217.151123
	Iteration 14Q: 3 clusters Score -1862509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1862516.750000 Penalty: 3217.151123
	Iteration 15Q: 3 clusters Score -1862517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1862518.375000 Penalty: 3217.151123
	Iteration 16Q: 3 clusters Score -1862518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1862520.750000 Penalty: 3217.151123
	Iteration 17Q: 3 clusters Score -1862521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1862531.000000 Penalty: 3217.151123
	Iteration 18Q: 3 clusters Score -1862531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1862530.000000 Penalty: 3217.151123
	Iteration 19Q: 3 clusters Score -1862530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1862534.125000 Penalty: 3217.151123
	Iteration 20F: 3 clusters Score -1862534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1862540.625000 Penalty: 3217.151123
	Iteration 21Q: 3 clusters Score -1862541 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1862543.500000 Penalty: 3217.151123
	Iteration 22Q: 3 clusters Score -1862544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1862555.250000 Penalty: 3217.151123
	Iteration 23Q: 3 clusters Score -1862555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1862554.375000 Penalty: 3217.151123
	Iteration 24Q: 3 clusters Score -1862554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1862558.750000 Penalty: 3217.151123
	Iteration 25Q: 3 clusters Score -1862559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1862564.250000 Penalty: 3217.151123
	Iteration 26Q: 3 clusters Score -1862564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1862567.750000 Penalty: 3217.151123
	Iteration 27Q: 3 clusters Score -1862568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1862568.625000 Penalty: 3217.151123
	Iteration 28Q: 3 clusters Score -1862569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1862574.000000 Penalty: 3217.151123
	Iteration 29Q: 3 clusters Score -1862574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1862578.875000 Penalty: 3217.151123
	Iteration 30Q: 3 clusters Score -1862579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1862577.750000 Penalty: 3217.151123
	Iteration 31Q: 3 clusters Score -1862578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1862585.625000 Penalty: 3217.151123
	Iteration 32Q: 3 clusters Score -1862586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1862594.250000 Penalty: 3217.151123
	Iteration 33Q: 3 clusters Score -1862594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1862594.250000 Penalty: 3217.151123
	Iteration 34Q: 3 clusters Score -1862594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1862592.750000 Penalty: 3217.151123
	Iteration 35Q: 3 clusters Score -1862593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1862601.625000 Penalty: 3217.151123
	Iteration 36Q: 3 clusters Score -1862602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1862600.625000 Penalty: 3217.151123
	Iteration 37Q: 3 clusters Score -1862601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1862612.750000 Penalty: 3217.151123
	Iteration 38Q: 3 clusters Score -1862613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1862618.375000 Penalty: 3217.151123
	Iteration 39Q: 3 clusters Score -1862618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1862622.250000 Penalty: 3217.151123
	Iteration 40F: 3 clusters Score -1862622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1862625.250000 Penalty: 3217.151123
	Iteration 41Q: 3 clusters Score -1862625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1862627.250000 Penalty: 3217.151123
	Iteration 42Q: 3 clusters Score -1862627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1862628.375000 Penalty: 3217.151123
	Iteration 43Q: 3 clusters Score -1862628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1862635.000000 Penalty: 3217.151123
	Iteration 44Q: 3 clusters Score -1862635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1862639.500000 Penalty: 3217.151123
	Iteration 45Q: 3 clusters Score -1862640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1862648.625000 Penalty: 3217.151123
	Iteration 46Q: 3 clusters Score -1862649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1862656.625000 Penalty: 3217.151123
	Iteration 47Q: 3 clusters Score -1862657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1862660.375000 Penalty: 3217.151123
	Iteration 48Q: 3 clusters Score -1862660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1862674.375000 Penalty: 3217.151123
	Iteration 49Q: 3 clusters Score -1862674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1862677.000000 Penalty: 3217.151123
	Iteration 50Q: 3 clusters Score -1862677 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1862686.750000 Penalty: 3217.151123
	Iteration 51Q: 3 clusters Score -1862687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1862694.375000 Penalty: 3217.151123
	Iteration 52Q: 3 clusters Score -1862694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1862698.250000 Penalty: 3217.151123
	Iteration 53Q: 3 clusters Score -1862698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1862703.625000 Penalty: 3217.151123
	Iteration 54Q: 3 clusters Score -1862704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1862704.000000 Penalty: 3217.151123
	Iteration 55Q: 3 clusters Score -1862704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1862720.375000 Penalty: 3217.151123
	Iteration 56Q: 3 clusters Score -1862720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1862721.125000 Penalty: 3217.151123
	Iteration 57Q: 3 clusters Score -1862721 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1862734.625000 Penalty: 3217.151123
	Iteration 58Q: 3 clusters Score -1862735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1862740.750000 Penalty: 3217.151123
	Iteration 59Q: 3 clusters Score -1862741 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1862747.625000 Penalty: 3217.151123
	Iteration 60F: 3 clusters Score -1862748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1862754.375000 Penalty: 3217.151123
	Iteration 61Q: 3 clusters Score -1862754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1862760.375000 Penalty: 3217.151123
	Iteration 62Q: 3 clusters Score -1862760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1862768.875000 Penalty: 3217.151123
	Iteration 63Q: 3 clusters Score -1862769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1862774.875000 Penalty: 3217.151123
	Iteration 64Q: 3 clusters Score -1862775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1862780.750000 Penalty: 3217.151123
	Iteration 65Q: 3 clusters Score -1862781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1862783.250000 Penalty: 3217.151123
	Iteration 66Q: 3 clusters Score -1862783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1862779.875000 Penalty: 3217.151123
	Iteration 67Q: 3 clusters Score -1862780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1862783.000000 Penalty: 3217.151123
	Iteration 68Q: 3 clusters Score -1862783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1862784.250000 Penalty: 3217.151123
	Iteration 69Q: 3 clusters Score -1862784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1862785.500000 Penalty: 3217.151123
	Iteration 70Q: 3 clusters Score -1862786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1862786.250000 Penalty: 3217.151123
	Iteration 71Q: 3 clusters Score -1862786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1862785.625000 Penalty: 3217.151123
	Iteration 72Q: 3 clusters Score -1862786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1862789.250000 Penalty: 3217.151123
	Iteration 73Q: 3 clusters Score -1862789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1862785.375000 Penalty: 3217.151123
	Iteration 74Q: 3 clusters Score -1862785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1862788.250000 Penalty: 3217.151123
	Iteration 75Q: 3 clusters Score -1862788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1862791.000000 Penalty: 3217.151123
	Iteration 76Q: 3 clusters Score -1862791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1862796.875000 Penalty: 3217.151123
	Iteration 77Q: 3 clusters Score -1862797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1862792.750000 Penalty: 3217.151123
	Iteration 78Q: 3 clusters Score -1862793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1862796.000000 Penalty: 3217.151123
	Iteration 79Q: 3 clusters Score -1862796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1862791.125000 Penalty: 3217.151123
	Iteration 80F: 3 clusters Score -1862791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1862788.250000 Penalty: 3217.151123
	Iteration 81Q: 3 clusters Score -1862788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1862791.125000 Penalty: 3217.151123
	Iteration 82Q: 3 clusters Score -1862791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1862793.125000 Penalty: 3217.151123
	Iteration 83Q: 3 clusters Score -1862793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1862797.500000 Penalty: 3217.151123
	Iteration 84Q: 3 clusters Score -1862798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1862796.625000 Penalty: 3217.151123
	Iteration 85Q: 3 clusters Score -1862797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1862798.875000 Penalty: 3217.151123
	Iteration 86Q: 3 clusters Score -1862799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1862794.625000 Penalty: 3217.151123
	Iteration 87Q: 3 clusters Score -1862795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1862798.500000 Penalty: 3217.151123
	Iteration 88Q: 3 clusters Score -1862798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1862796.750000 Penalty: 3217.151123
	Iteration 89Q: 3 clusters Score -1862797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1862796.750000 Penalty: 3217.151123
	Iteration 90F: 3 clusters Score -1862797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Entering Unmasked Estep 
Score: -7585769.000000 Penalty: 1827.674316
	Iteration 0F: 2 clusters Score -7585769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -7535106.000000 Penalty: 3655.348633
	Iteration 0F: 3 clusters Score -7535106 nChanged 36257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -7555777.000000 Penalty: 3655.348633
	Iteration 1F: 3 clusters Score -7555777 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -7556281.500000 Penalty: 3655.348633
	Iteration 2Q: 3 clusters Score -7556282 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -7556861.000000 Penalty: 3655.348633
	Iteration 3Q: 3 clusters Score -7556861 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -7557772.500000 Penalty: 3655.348633
	Iteration 4Q: 3 clusters Score -7557772 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -7559028.500000 Penalty: 3655.348633
	Iteration 5Q: 3 clusters Score -7559028 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -7561140.000000 Penalty: 3655.348633
	Iteration 6F: 3 clusters Score -7561140 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -7564672.000000 Penalty: 3655.348633
	Iteration 7F: 3 clusters Score -7564672 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -7569568.500000 Penalty: 3655.348633
	Iteration 8F: 3 clusters Score -7569568 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -7575108.000000 Penalty: 3655.348633
	Iteration 9F: 3 clusters Score -7575108 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -7579566.500000 Penalty: 3655.348633
	Iteration 10F: 3 clusters Score -7579566 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -7582160.000000 Penalty: 3655.348633
	Iteration 11Q: 3 clusters Score -7582160 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -7583307.000000 Penalty: 3655.348633
	Iteration 12Q: 3 clusters Score -7583307 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -7583791.500000 Penalty: 3655.348633
	Iteration 13Q: 3 clusters Score -7583792 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -7583973.500000 Penalty: 3655.348633
	Iteration 14Q: 3 clusters Score -7583974 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -7584053.000000 Penalty: 3655.348633
	Iteration 15Q: 3 clusters Score -7584053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76481 members 
Entering Unmasked Estep 
Score: -7584091.000000 Penalty: 3655.348633
	Iteration 16Q: 3 clusters Score -7584091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -7584118.500000 Penalty: 3655.348633
	Iteration 17Q: 3 clusters Score -7584118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -7584130.000000 Penalty: 3655.348633
	Iteration 18Q: 3 clusters Score -7584130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -7584139.500000 Penalty: 3655.348633
	Iteration 19Q: 3 clusters Score -7584140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -7584149.000000 Penalty: 3655.348633
	Iteration 20F: 3 clusters Score -7584149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -7584155.000000 Penalty: 3655.348633
	Iteration 21Q: 3 clusters Score -7584155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 76510 members 
Entering Unmasked Estep 
Score: -7584165.500000 Penalty: 3655.348633
	Iteration 22Q: 3 clusters Score -7584166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -7584177.000000 Penalty: 3655.348633
	Iteration 23Q: 3 clusters Score -7584177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -7584186.500000 Penalty: 3655.348633
	Iteration 24Q: 3 clusters Score -7584186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -7584193.000000 Penalty: 3655.348633
	Iteration 25Q: 3 clusters Score -7584193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -7584193.000000 Penalty: 3655.348633
	Iteration 26F: 3 clusters Score -7584193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 11310 members 
Mstep: Class 5 contains 179291 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 10828 members 
Mstep: Class 9 contains 9151 members 
Mstep: Class 10 contains 18647 members 
Mstep: Class 11 contains 13418 members 
Mstep: Class 12 contains 8430 members 
Mstep: Class 13 contains 66329 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 31517 members 
Mstep: Class 16 contains 5928 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 36161 members 
Mstep: Class 19 contains 87030 members 
Mstep: Class 21 contains 19909 members 
Mstep: Class 22 contains 76667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855992.000000 Penalty: 45368.945312
Iteration 159Q: 22 clusters Score -5.385599e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 11310 members 
Mstep: Class 5 contains 179999 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 10814 members 
Mstep: Class 9 contains 9143 members 
Mstep: Class 10 contains 18624 members 
Mstep: Class 11 contains 13412 members 
Mstep: Class 12 contains 8431 members 
Mstep: Class 13 contains 66337 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 31071 members 
Mstep: Class 16 contains 5927 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 36165 members 
Mstep: Class 19 contains 87031 members 
Mstep: Class 21 contains 19683 members 
Mstep: Class 22 contains 76666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856116.000000 Penalty: 45368.945312
Iteration 160F: 22 clusters Score -5.385612e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 180666 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 8 contains 10796 members 
Mstep: Class 9 contains 9140 members 
Mstep: Class 10 contains 18608 members 
Mstep: Class 11 contains 13407 members 
Mstep: Class 12 contains 8430 members 
Mstep: Class 13 contains 66350 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 30637 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 36166 members 
Mstep: Class 19 contains 87027 members 
Mstep: Class 21 contains 19480 members 
Mstep: Class 22 contains 76665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856084.000000 Penalty: 45368.945312
Iteration 161Q: 22 clusters Score -5.385608e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 181337 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 10774 members 
Mstep: Class 9 contains 9143 members 
Mstep: Class 10 contains 18586 members 
Mstep: Class 11 contains 13408 members 
Mstep: Class 12 contains 8430 members 
Mstep: Class 13 contains 66369 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 30174 members 
Mstep: Class 16 contains 5924 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 36163 members 
Mstep: Class 19 contains 87028 members 
Mstep: Class 21 contains 19296 members 
Mstep: Class 22 contains 76665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856140.000000 Penalty: 45368.945312
Iteration 162Q: 22 clusters Score -5.385614e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 181968 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 10758 members 
Mstep: Class 9 contains 9139 members 
Mstep: Class 10 contains 18565 members 
Mstep: Class 11 contains 13408 members 
Mstep: Class 12 contains 8433 members 
Mstep: Class 13 contains 66390 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 29742 members 
Mstep: Class 16 contains 5926 members 
Mstep: Class 17 contains 1489 members 
Mstep: Class 18 contains 36166 members 
Mstep: Class 19 contains 87020 members 
Mstep: Class 21 contains 19121 members 
Mstep: Class 22 contains 76664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856148.000000 Penalty: 45368.945312
Iteration 163Q: 22 clusters Score -5.385615e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11309 members 
Mstep: Class 5 contains 182569 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 9137 members 
Mstep: Class 10 contains 18548 members 
Mstep: Class 11 contains 13412 members 
Mstep: Class 12 contains 8432 members 
Mstep: Class 13 contains 66415 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 29313 members 
Mstep: Class 16 contains 5927 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 36172 members 
Mstep: Class 19 contains 87015 members 
Mstep: Class 21 contains 18961 members 
Mstep: Class 22 contains 76663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856180.000000 Penalty: 45368.945312
Iteration 164Q: 22 clusters Score -5.385618e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11308 members 
Mstep: Class 5 contains 183134 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 10729 members 
Mstep: Class 9 contains 9134 members 
Mstep: Class 10 contains 18531 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 8432 members 
Mstep: Class 13 contains 66461 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 28918 members 
Mstep: Class 16 contains 5927 members 
Mstep: Class 17 contains 1491 members 
Mstep: Class 18 contains 36172 members 
Mstep: Class 19 contains 87009 members 
Mstep: Class 21 contains 18785 members 
Mstep: Class 22 contains 76660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856240.000000 Penalty: 45368.945312
Iteration 165Q: 22 clusters Score -5.385624e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 11307 members 
Mstep: Class 5 contains 183632 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 10727 members 
Mstep: Class 9 contains 9129 members 
Mstep: Class 10 contains 18511 members 
Mstep: Class 11 contains 13411 members 
Mstep: Class 12 contains 8429 members 
Mstep: Class 13 contains 66486 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 28579 members 
Mstep: Class 16 contains 5926 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 36177 members 
Mstep: Class 19 contains 87007 members 
Mstep: Class 21 contains 18632 members 
Mstep: Class 22 contains 76655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856340.000000 Penalty: 45368.945312
Iteration 166Q: 22 clusters Score -5.385634e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 11313 members 
Mstep: Class 5 contains 184112 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 10716 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 18493 members 
Mstep: Class 11 contains 13417 members 
Mstep: Class 12 contains 8429 members 
Mstep: Class 13 contains 66514 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 28247 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 17 contains 1494 members 
Mstep: Class 18 contains 36176 members 
Mstep: Class 19 contains 87011 members 
Mstep: Class 21 contains 18479 members 
Mstep: Class 22 contains 76654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856416.000000 Penalty: 45368.945312
Iteration 167Q: 22 clusters Score -5.385642e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 11312 members 
Mstep: Class 5 contains 184609 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 10706 members 
Mstep: Class 9 contains 9118 members 
Mstep: Class 10 contains 18483 members 
Mstep: Class 11 contains 13419 members 
Mstep: Class 12 contains 8427 members 
Mstep: Class 13 contains 66541 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 27921 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 36175 members 
Mstep: Class 19 contains 87010 members 
Mstep: Class 21 contains 18309 members 
Mstep: Class 22 contains 76654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856464.000000 Penalty: 45368.945312
Iteration 168Q: 22 clusters Score -5.385646e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 185071 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 10697 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 18467 members 
Mstep: Class 11 contains 13419 members 
Mstep: Class 12 contains 8427 members 
Mstep: Class 13 contains 66590 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 27597 members 
Mstep: Class 16 contains 5924 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36173 members 
Mstep: Class 19 contains 87004 members 
Mstep: Class 21 contains 18160 members 
Mstep: Class 22 contains 76654 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 22 clusters Score -5.385668e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 185519 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 10684 members 
Mstep: Class 9 contains 9110 members 
Mstep: Class 10 contains 18455 members 
Mstep: Class 11 contains 13416 members 
Mstep: Class 12 contains 8426 members 
Mstep: Class 13 contains 66638 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 27271 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36174 members 
Mstep: Class 19 contains 87001 members 
Mstep: Class 21 contains 18025 members 
Mstep: Class 22 contains 76653 members 
Entering Unmasked Estep 
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Iteration 170Q: 22 clusters Score -5.385674e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 185974 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 10676 members 
Mstep: Class 9 contains 9104 members 
Mstep: Class 10 contains 18430 members 
Mstep: Class 11 contains 13413 members 
Mstep: Class 12 contains 8429 members 
Mstep: Class 13 contains 66694 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 26947 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36171 members 
Mstep: Class 19 contains 86998 members 
Mstep: Class 21 contains 17886 members 
Mstep: Class 22 contains 76652 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 22 clusters Score -5.385674e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 11312 members 
Mstep: Class 5 contains 186420 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 10669 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 18408 members 
Mstep: Class 11 contains 13417 members 
Mstep: Class 12 contains 8426 members 
Mstep: Class 13 contains 66737 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 26625 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36176 members 
Mstep: Class 19 contains 86994 members 
Mstep: Class 21 contains 17748 members 
Mstep: Class 22 contains 76652 members 
Entering Unmasked Estep 
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Iteration 172Q: 22 clusters Score -5.385678e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 186875 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 10663 members 
Mstep: Class 9 contains 9095 members 
Mstep: Class 10 contains 18382 members 
Mstep: Class 11 contains 13412 members 
Mstep: Class 12 contains 8425 members 
Mstep: Class 13 contains 66777 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 26321 members 
Mstep: Class 16 contains 5927 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36175 members 
Mstep: Class 19 contains 86987 members 
Mstep: Class 21 contains 17601 members 
Mstep: Class 22 contains 76651 members 
Entering Unmasked Estep 
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Iteration 173Q: 22 clusters Score -5.385686e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 187294 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 10662 members 
Mstep: Class 9 contains 9091 members 
Mstep: Class 10 contains 18354 members 
Mstep: Class 11 contains 13414 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 66829 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 26035 members 
Mstep: Class 16 contains 5928 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36178 members 
Mstep: Class 19 contains 86982 members 
Mstep: Class 21 contains 17454 members 
Mstep: Class 22 contains 76648 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 22 clusters Score -5.385689e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 187683 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1901 members 
Mstep: Class 8 contains 10659 members 
Mstep: Class 9 contains 9086 members 
Mstep: Class 10 contains 18332 members 
Mstep: Class 11 contains 13412 members 
Mstep: Class 12 contains 8423 members 
Mstep: Class 13 contains 66870 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 25758 members 
Mstep: Class 16 contains 5931 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36180 members 
Mstep: Class 19 contains 86986 members 
Mstep: Class 21 contains 17321 members 
Mstep: Class 22 contains 76648 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 22 clusters Score -5.385693e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 11313 members 
Mstep: Class 5 contains 188027 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1903 members 
Mstep: Class 8 contains 10654 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 18319 members 
Mstep: Class 11 contains 13406 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 66918 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 25512 members 
Mstep: Class 16 contains 5930 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36178 members 
Mstep: Class 19 contains 86987 members 
Mstep: Class 21 contains 17208 members 
Mstep: Class 22 contains 76648 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 22 clusters Score -5.38569e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 11313 members 
Mstep: Class 5 contains 188326 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 10643 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 18309 members 
Mstep: Class 11 contains 13400 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 66954 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 25322 members 
Mstep: Class 16 contains 5930 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36178 members 
Mstep: Class 19 contains 86987 members 
Mstep: Class 21 contains 17095 members 
Mstep: Class 22 contains 76648 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 22 clusters Score -5.385692e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 11313 members 
Mstep: Class 5 contains 188615 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 10631 members 
Mstep: Class 9 contains 9073 members 
Mstep: Class 10 contains 18298 members 
Mstep: Class 11 contains 13402 members 
Mstep: Class 12 contains 8417 members 
Mstep: Class 13 contains 67001 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 25109 members 
Mstep: Class 16 contains 5929 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36182 members 
Mstep: Class 19 contains 86989 members 
Mstep: Class 21 contains 16994 members 
Mstep: Class 22 contains 76648 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 22 clusters Score -5.385692e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 188894 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 10617 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 18292 members 
Mstep: Class 11 contains 13405 members 
Mstep: Class 12 contains 8416 members 
Mstep: Class 13 contains 67038 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 24891 members 
Mstep: Class 16 contains 5930 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36181 members 
Mstep: Class 19 contains 86989 members 
Mstep: Class 21 contains 16914 members 
Mstep: Class 22 contains 76648 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 22 clusters Score -5.385688e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 189171 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 10611 members 
Mstep: Class 9 contains 9067 members 
Mstep: Class 10 contains 18277 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 8417 members 
Mstep: Class 13 contains 67094 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 24662 members 
Mstep: Class 16 contains 5930 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36181 members 
Mstep: Class 19 contains 86987 members 
Mstep: Class 21 contains 16835 members 
Mstep: Class 22 contains 76648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856868.000000 Penalty: 45368.945312
Iteration 180F: 22 clusters Score -5.385687e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 189424 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 10610 members 
Mstep: Class 9 contains 9063 members 
Mstep: Class 10 contains 18267 members 
Mstep: Class 11 contains 13411 members 
Mstep: Class 12 contains 8417 members 
Mstep: Class 13 contains 67155 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 24424 members 
Mstep: Class 16 contains 5928 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36184 members 
Mstep: Class 19 contains 86984 members 
Mstep: Class 21 contains 16771 members 
Mstep: Class 22 contains 76649 members 
Entering Unmasked Estep 
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Iteration 181Q: 22 clusters Score -5.385681e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 189698 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 10604 members 
Mstep: Class 9 contains 9063 members 
Mstep: Class 10 contains 18257 members 
Mstep: Class 11 contains 13412 members 
Mstep: Class 12 contains 8415 members 
Mstep: Class 13 contains 67204 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 24192 members 
Mstep: Class 16 contains 5929 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36184 members 
Mstep: Class 19 contains 86982 members 
Mstep: Class 21 contains 16697 members 
Mstep: Class 22 contains 76649 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 22 clusters Score -5.385686e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 189993 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 10594 members 
Mstep: Class 9 contains 9061 members 
Mstep: Class 10 contains 18246 members 
Mstep: Class 11 contains 13408 members 
Mstep: Class 12 contains 8415 members 
Mstep: Class 13 contains 67234 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 23967 members 
Mstep: Class 16 contains 5934 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36188 members 
Mstep: Class 19 contains 86980 members 
Mstep: Class 21 contains 16614 members 
Mstep: Class 22 contains 76649 members 
Entering Unmasked Estep 
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Iteration 183Q: 22 clusters Score -5.385692e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 190264 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 10594 members 
Mstep: Class 9 contains 9059 members 
Mstep: Class 10 contains 18233 members 
Mstep: Class 11 contains 13405 members 
Mstep: Class 12 contains 8414 members 
Mstep: Class 13 contains 67271 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 23756 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36190 members 
Mstep: Class 19 contains 86976 members 
Mstep: Class 21 contains 16534 members 
Mstep: Class 22 contains 76648 members 
Entering Unmasked Estep 
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Iteration 184Q: 22 clusters Score -5.385687e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 190516 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 10593 members 
Mstep: Class 9 contains 9060 members 
Mstep: Class 10 contains 18212 members 
Mstep: Class 11 contains 13406 members 
Mstep: Class 12 contains 8414 members 
Mstep: Class 13 contains 67303 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 23562 members 
Mstep: Class 16 contains 5938 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36194 members 
Mstep: Class 19 contains 86974 members 
Mstep: Class 21 contains 16462 members 
Mstep: Class 22 contains 76647 members 
Entering Unmasked Estep 
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Iteration 185Q: 22 clusters Score -5.385683e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 190756 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 10594 members 
Mstep: Class 9 contains 9055 members 
Mstep: Class 10 contains 18189 members 
Mstep: Class 11 contains 13406 members 
Mstep: Class 12 contains 8412 members 
Mstep: Class 13 contains 67332 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 23376 members 
Mstep: Class 16 contains 5942 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36195 members 
Mstep: Class 19 contains 86976 members 
Mstep: Class 21 contains 16400 members 
Mstep: Class 22 contains 76647 members 
Entering Unmasked Estep 
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Iteration 186Q: 22 clusters Score -5.385688e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 11318 members 
Mstep: Class 5 contains 190995 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 10591 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 18168 members 
Mstep: Class 11 contains 13405 members 
Mstep: Class 12 contains 8412 members 
Mstep: Class 13 contains 67366 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 23197 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36194 members 
Mstep: Class 19 contains 86976 members 
Mstep: Class 21 contains 16329 members 
Mstep: Class 22 contains 76648 members 
Entering Unmasked Estep 
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Iteration 187Q: 22 clusters Score -5.385688e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 191206 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 10588 members 
Mstep: Class 9 contains 9048 members 
Mstep: Class 10 contains 18149 members 
Mstep: Class 11 contains 13406 members 
Mstep: Class 12 contains 8411 members 
Mstep: Class 13 contains 67403 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 23033 members 
Mstep: Class 16 contains 5943 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36194 members 
Mstep: Class 19 contains 86977 members 
Mstep: Class 21 contains 16266 members 
Mstep: Class 22 contains 76648 members 
Entering Unmasked Estep 
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Iteration 188Q: 22 clusters Score -5.385686e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 11324 members 
Mstep: Class 5 contains 191438 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10586 members 
Mstep: Class 9 contains 9046 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 13399 members 
Mstep: Class 12 contains 8411 members 
Mstep: Class 13 contains 67428 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 22864 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36193 members 
Mstep: Class 19 contains 86978 members 
Mstep: Class 21 contains 16200 members 
Mstep: Class 22 contains 76648 members 
Entering Unmasked Estep 
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Iteration 189Q: 22 clusters Score -5.38569e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 191672 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10587 members 
Mstep: Class 9 contains 9044 members 
Mstep: Class 10 contains 18112 members 
Mstep: Class 11 contains 13390 members 
Mstep: Class 12 contains 8410 members 
Mstep: Class 13 contains 67453 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 22713 members 
Mstep: Class 16 contains 5943 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36194 members 
Mstep: Class 19 contains 86977 members 
Mstep: Class 21 contains 16127 members 
Mstep: Class 22 contains 76647 members 
Entering Unmasked Estep 
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Iteration 190Q: 22 clusters Score -5.385695e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11325 members 
Mstep: Class 5 contains 191890 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10588 members 
Mstep: Class 9 contains 9043 members 
Mstep: Class 10 contains 18093 members 
Mstep: Class 11 contains 13381 members 
Mstep: Class 12 contains 8410 members 
Mstep: Class 13 contains 67477 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 22569 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36197 members 
Mstep: Class 19 contains 86974 members 
Mstep: Class 21 contains 16055 members 
Mstep: Class 22 contains 76647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856856.000000 Penalty: 45368.945312
Iteration 191Q: 22 clusters Score -5.385686e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11325 members 
Mstep: Class 5 contains 192115 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10587 members 
Mstep: Class 9 contains 9043 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 13372 members 
Mstep: Class 12 contains 8407 members 
Mstep: Class 13 contains 67492 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 22425 members 
Mstep: Class 16 contains 5945 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36197 members 
Mstep: Class 19 contains 86973 members 
Mstep: Class 21 contains 15985 members 
Mstep: Class 22 contains 76647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856812.000000 Penalty: 45368.945312
Iteration 192Q: 22 clusters Score -5.385681e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11326 members 
Mstep: Class 5 contains 192328 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 10581 members 
Mstep: Class 9 contains 9043 members 
Mstep: Class 10 contains 18060 members 
Mstep: Class 11 contains 13366 members 
Mstep: Class 12 contains 8406 members 
Mstep: Class 13 contains 67508 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 22285 members 
Mstep: Class 16 contains 5947 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36197 members 
Mstep: Class 19 contains 86970 members 
Mstep: Class 21 contains 15929 members 
Mstep: Class 22 contains 76647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856928.000000 Penalty: 45368.945312
Iteration 193Q: 22 clusters Score -5.385693e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11327 members 
Mstep: Class 5 contains 192523 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 10577 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 18041 members 
Mstep: Class 11 contains 13358 members 
Mstep: Class 12 contains 8406 members 
Mstep: Class 13 contains 67529 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 22154 members 
Mstep: Class 16 contains 5953 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36197 members 
Mstep: Class 19 contains 86968 members 
Mstep: Class 21 contains 15875 members 
Mstep: Class 22 contains 76646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856928.000000 Penalty: 45368.945312
Iteration 194Q: 22 clusters Score -5.385693e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11327 members 
Mstep: Class 5 contains 192717 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 18025 members 
Mstep: Class 11 contains 13349 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 13 contains 67545 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 22040 members 
Mstep: Class 16 contains 5951 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36196 members 
Mstep: Class 19 contains 86967 members 
Mstep: Class 21 contains 15816 members 
Mstep: Class 22 contains 76646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856904.000000 Penalty: 45368.945312
Iteration 195Q: 22 clusters Score -5.38569e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 11326 members 
Mstep: Class 5 contains 192891 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 10561 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 18012 members 
Mstep: Class 11 contains 13343 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 67560 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 21939 members 
Mstep: Class 16 contains 5949 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36195 members 
Mstep: Class 19 contains 86968 members 
Mstep: Class 21 contains 15764 members 
Mstep: Class 22 contains 76645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856824.000000 Penalty: 45368.945312
Iteration 196Q: 22 clusters Score -5.385682e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 11328 members 
Mstep: Class 5 contains 193065 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 18002 members 
Mstep: Class 11 contains 13338 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 67565 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 21824 members 
Mstep: Class 16 contains 5949 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36195 members 
Mstep: Class 19 contains 86967 members 
Mstep: Class 21 contains 15726 members 
Mstep: Class 22 contains 76643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856908.000000 Penalty: 45368.945312
Iteration 197Q: 22 clusters Score -5.385691e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11328 members 
Mstep: Class 5 contains 193241 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 17995 members 
Mstep: Class 11 contains 13340 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 67570 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 21700 members 
Mstep: Class 16 contains 5949 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36197 members 
Mstep: Class 19 contains 86969 members 
Mstep: Class 21 contains 15684 members 
Mstep: Class 22 contains 76643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856832.000000 Penalty: 45368.945312
Iteration 198Q: 22 clusters Score -5.385683e+07 nChanged 231
Entering ConstructFrom: 
Score: -53856832.000000 Penalty: 45368.945312
Entering ConstructFrom: 
Trying to split cluster 1 (6589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Entering Unmasked Estep 
Score: -652188.250000 Penalty: 1428.887939
	Iteration 0F: 2 clusters Score -652188.2 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 3303 members 
Entering Unmasked Estep 
Score: -647178.375000 Penalty: 2857.775879
	Iteration 0F: 3 clusters Score -647178.4 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -648614.000000 Penalty: 2857.775879
	Iteration 1F: 3 clusters Score -648614 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -648784.687500 Penalty: 2857.775879
	Iteration 2F: 3 clusters Score -648784.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -648912.062500 Penalty: 2857.775879
	Iteration 3Q: 3 clusters Score -648912.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -649009.125000 Penalty: 2857.775879
	Iteration 4Q: 3 clusters Score -649009.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -649075.000000 Penalty: 2857.775879
	Iteration 5Q: 3 clusters Score -649075 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -649120.437500 Penalty: 2857.775879
	Iteration 6Q: 3 clusters Score -649120.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -649155.875000 Penalty: 2857.775879
	Iteration 7Q: 3 clusters Score -649155.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -649183.375000 Penalty: 2857.775879
	Iteration 8Q: 3 clusters Score -649183.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -649210.437500 Penalty: 2857.775879
	Iteration 9Q: 3 clusters Score -649210.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -649233.937500 Penalty: 2857.775879
	Iteration 10Q: 3 clusters Score -649233.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -649257.000000 Penalty: 2857.775879
	Iteration 11Q: 3 clusters Score -649257 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -649289.062500 Penalty: 2857.775879
	Iteration 12Q: 3 clusters Score -649289.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -649319.187500 Penalty: 2857.775879
	Iteration 13Q: 3 clusters Score -649319.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -649345.312500 Penalty: 2857.775879
	Iteration 14Q: 3 clusters Score -649345.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -649372.750000 Penalty: 2857.775879
	Iteration 15Q: 3 clusters Score -649372.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -649399.062500 Penalty: 2857.775879
	Iteration 16Q: 3 clusters Score -649399.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -649432.687500 Penalty: 2857.775879
	Iteration 17Q: 3 clusters Score -649432.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -649474.125000 Penalty: 2857.775879
	Iteration 18Q: 3 clusters Score -649474.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -649535.687500 Penalty: 2857.775879
	Iteration 19Q: 3 clusters Score -649535.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -649612.937500 Penalty: 2857.775879
	Iteration 20F: 3 clusters Score -649612.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -649716.125000 Penalty: 2857.775879
	Iteration 21Q: 3 clusters Score -649716.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -649845.250000 Penalty: 2857.775879
	Iteration 22Q: 3 clusters Score -649845.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -649987.312500 Penalty: 2857.775879
	Iteration 23Q: 3 clusters Score -649987.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -650134.375000 Penalty: 2857.775879
	Iteration 24Q: 3 clusters Score -650134.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -650264.812500 Penalty: 2857.775879
	Iteration 25Q: 3 clusters Score -650264.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -650403.250000 Penalty: 2857.775879
	Iteration 26Q: 3 clusters Score -650403.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -650519.625000 Penalty: 2857.775879
	Iteration 27Q: 3 clusters Score -650519.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -650634.062500 Penalty: 2857.775879
	Iteration 28Q: 3 clusters Score -650634.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -650728.187500 Penalty: 2857.775879
	Iteration 29Q: 3 clusters Score -650728.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -650811.187500 Penalty: 2857.775879
	Iteration 30Q: 3 clusters Score -650811.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -650858.875000 Penalty: 2857.775879
	Iteration 31Q: 3 clusters Score -650858.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -650887.312500 Penalty: 2857.775879
	Iteration 32Q: 3 clusters Score -650887.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -650905.812500 Penalty: 2857.775879
	Iteration 33Q: 3 clusters Score -650905.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -650920.375000 Penalty: 2857.775879
	Iteration 34Q: 3 clusters Score -650920.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -650930.312500 Penalty: 2857.775879
	Iteration 35Q: 3 clusters Score -650930.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -650939.187500 Penalty: 2857.775879
	Iteration 36Q: 3 clusters Score -650939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -650949.250000 Penalty: 2857.775879
	Iteration 37Q: 3 clusters Score -650949.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -650954.437500 Penalty: 2857.775879
	Iteration 38Q: 3 clusters Score -650954.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -650954.875000 Penalty: 2857.775879
	Iteration 39Q: 3 clusters Score -650954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -650957.312500 Penalty: 2857.775879
	Iteration 40F: 3 clusters Score -650957.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -77819.195312 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -77819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76501.132812 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -76501.13 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76724.718750 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -76724.72 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76790.234375 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -76790.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76820.523438 Penalty: 2190.668945
	Iteration 3Q: 3 clusters Score -76820.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76846.992188 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -76846.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76861.046875 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -76861.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -76870.320312 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -76870.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76874.375000 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -76874.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -76884.187500 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -76884.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76893.859375 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -76893.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76902.718750 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -76902.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76911.203125 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -76911.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76918.726562 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -76918.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76923.382812 Penalty: 2190.668945
	Iteration 13Q: 3 clusters Score -76923.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -76928.195312 Penalty: 2190.668945
	Iteration 14Q: 3 clusters Score -76928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76932.125000 Penalty: 2190.668945
	Iteration 15Q: 3 clusters Score -76932.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -76934.875000 Penalty: 2190.668945
	Iteration 16Q: 3 clusters Score -76934.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -76940.992188 Penalty: 2190.668945
	Iteration 17Q: 3 clusters Score -76940.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -76943.007812 Penalty: 2190.668945
	Iteration 18Q: 3 clusters Score -76943.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -76944.265625 Penalty: 2190.668945
	Iteration 19Q: 3 clusters Score -76944.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -76946.390625 Penalty: 2190.668945
	Iteration 20F: 3 clusters Score -76946.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76950.023438 Penalty: 2190.668945
	Iteration 21Q: 3 clusters Score -76950.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76955.148438 Penalty: 2190.668945
	Iteration 22Q: 3 clusters Score -76955.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76955.640625 Penalty: 2190.668945
	Iteration 23Q: 3 clusters Score -76955.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76955.640625 Penalty: 2190.668945
	Iteration 24F: 3 clusters Score -76955.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -209401.843750 Penalty: 1255.437866
	Iteration 0F: 2 clusters Score -209401.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -207184.812500 Penalty: 2510.875732
	Iteration 0F: 3 clusters Score -207184.8 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -207752.906250 Penalty: 2510.875732
	Iteration 1F: 3 clusters Score -207752.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -207916.718750 Penalty: 2510.875732
	Iteration 2F: 3 clusters Score -207916.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -208064.484375 Penalty: 2510.875732
	Iteration 3F: 3 clusters Score -208064.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -208208.015625 Penalty: 2510.875732
	Iteration 4F: 3 clusters Score -208208 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -208328.000000 Penalty: 2510.875732
	Iteration 5F: 3 clusters Score -208328 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -208477.984375 Penalty: 2510.875732
	Iteration 6Q: 3 clusters Score -208478 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -208620.953125 Penalty: 2510.875732
	Iteration 7Q: 3 clusters Score -208621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -208716.359375 Penalty: 2510.875732
	Iteration 8Q: 3 clusters Score -208716.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -208780.656250 Penalty: 2510.875732
	Iteration 9Q: 3 clusters Score -208780.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -208815.578125 Penalty: 2510.875732
	Iteration 10Q: 3 clusters Score -208815.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -208835.109375 Penalty: 2510.875732
	Iteration 11Q: 3 clusters Score -208835.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -208849.156250 Penalty: 2510.875732
	Iteration 12Q: 3 clusters Score -208849.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -208863.859375 Penalty: 2510.875732
	Iteration 13Q: 3 clusters Score -208863.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -208877.328125 Penalty: 2510.875732
	Iteration 14Q: 3 clusters Score -208877.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -208885.171875 Penalty: 2510.875732
	Iteration 15Q: 3 clusters Score -208885.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -208891.734375 Penalty: 2510.875732
	Iteration 16Q: 3 clusters Score -208891.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -208895.015625 Penalty: 2510.875732
	Iteration 17Q: 3 clusters Score -208895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -208896.875000 Penalty: 2510.875732
	Iteration 18Q: 3 clusters Score -208896.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -208896.937500 Penalty: 2510.875732
	Iteration 19Q: 3 clusters Score -208896.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -208897.078125 Penalty: 2510.875732
	Iteration 20F: 3 clusters Score -208897.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Entering Unmasked Estep 
Score: -1092401.875000 Penalty: 1516.942749
	Iteration 0F: 2 clusters Score -1092402 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 5649 members 
Entering Unmasked Estep 
Score: -1084299.375000 Penalty: 3033.885498
	Iteration 0F: 3 clusters Score -1084299 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1086908.000000 Penalty: 3033.885498
	Iteration 1F: 3 clusters Score -1086908 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1087133.375000 Penalty: 3033.885498
	Iteration 2F: 3 clusters Score -1087133 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1087319.250000 Penalty: 3033.885498
	Iteration 3Q: 3 clusters Score -1087319 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1087488.000000 Penalty: 3033.885498
	Iteration 4Q: 3 clusters Score -1087488 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1087634.875000 Penalty: 3033.885498
	Iteration 5Q: 3 clusters Score -1087635 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1087774.500000 Penalty: 3033.885498
	Iteration 6Q: 3 clusters Score -1087774 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1087898.000000 Penalty: 3033.885498
	Iteration 7Q: 3 clusters Score -1087898 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1088040.500000 Penalty: 3033.885498
	Iteration 8Q: 3 clusters Score -1088040 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1088222.500000 Penalty: 3033.885498
	Iteration 9Q: 3 clusters Score -1088222 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1088437.125000 Penalty: 3033.885498
	Iteration 10Q: 3 clusters Score -1088437 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1088683.375000 Penalty: 3033.885498
	Iteration 11Q: 3 clusters Score -1088683 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1088941.500000 Penalty: 3033.885498
	Iteration 12Q: 3 clusters Score -1088942 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1089227.000000 Penalty: 3033.885498
	Iteration 13Q: 3 clusters Score -1089227 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1089557.375000 Penalty: 3033.885498
	Iteration 14Q: 3 clusters Score -1089557 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1089887.125000 Penalty: 3033.885498
	Iteration 15Q: 3 clusters Score -1089887 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1090206.125000 Penalty: 3033.885498
	Iteration 16Q: 3 clusters Score -1090206 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1090459.750000 Penalty: 3033.885498
	Iteration 17Q: 3 clusters Score -1090460 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1090627.625000 Penalty: 3033.885498
	Iteration 18Q: 3 clusters Score -1090628 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1090757.500000 Penalty: 3033.885498
	Iteration 19Q: 3 clusters Score -1090758 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1090838.125000 Penalty: 3033.885498
	Iteration 20F: 3 clusters Score -1090838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1090894.625000 Penalty: 3033.885498
	Iteration 21Q: 3 clusters Score -1090895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1090942.875000 Penalty: 3033.885498
	Iteration 22Q: 3 clusters Score -1090943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1090976.750000 Penalty: 3033.885498
	Iteration 23Q: 3 clusters Score -1090977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1090998.875000 Penalty: 3033.885498
	Iteration 24Q: 3 clusters Score -1090999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1091010.000000 Penalty: 3033.885498
	Iteration 25Q: 3 clusters Score -1091010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1091026.625000 Penalty: 3033.885498
	Iteration 26Q: 3 clusters Score -1091027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1091040.750000 Penalty: 3033.885498
	Iteration 27Q: 3 clusters Score -1091041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1091052.375000 Penalty: 3033.885498
	Iteration 28Q: 3 clusters Score -1091052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1091053.000000 Penalty: 3033.885498
	Iteration 29Q: 3 clusters Score -1091053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1091055.875000 Penalty: 3033.885498
	Iteration 30Q: 3 clusters Score -1091056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1091056.125000 Penalty: 3033.885498
	Iteration 31Q: 3 clusters Score -1091056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1091058.125000 Penalty: 3033.885498
	Iteration 32Q: 3 clusters Score -1091058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1091059.625000 Penalty: 3033.885498
	Iteration 33Q: 3 clusters Score -1091060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1091059.625000 Penalty: 3033.885498
	Iteration 34F: 3 clusters Score -1091060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (193399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193399 members 
Entering Unmasked Estep 
Score: -17714494.000000 Penalty: 1978.033081
	Iteration 0F: 2 clusters Score -1.771449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 96678 members 
Entering Unmasked Estep 
Score: -17585940.000000 Penalty: 3956.066162
	Iteration 0F: 3 clusters Score -1.758594e+07 nChanged 93621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96682 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -17641140.000000 Penalty: 3956.066162
	Iteration 1F: 3 clusters Score -1.764114e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -17641914.000000 Penalty: 3956.066162
	Iteration 2Q: 3 clusters Score -1.764191e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 97472 members 
Entering Unmasked Estep 
Score: -17643042.000000 Penalty: 3956.066162
	Iteration 3Q: 3 clusters Score -1.764304e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95196 members 
Mstep: Class 2 contains 98203 members 
Entering Unmasked Estep 
Score: -17644472.000000 Penalty: 3956.066162
	Iteration 4Q: 3 clusters Score -1.764447e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94075 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -17646610.000000 Penalty: 3956.066162
	Iteration 5Q: 3 clusters Score -1.764661e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92601 members 
Mstep: Class 2 contains 100798 members 
Entering Unmasked Estep 
Score: -17649664.000000 Penalty: 3956.066162
	Iteration 6Q: 3 clusters Score -1.764966e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 102566 members 
Entering Unmasked Estep 
Score: -17653910.000000 Penalty: 3956.066162
	Iteration 7Q: 3 clusters Score -1.765391e+07 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 104215 members 
Entering Unmasked Estep 
Score: -17659546.000000 Penalty: 3956.066162
	Iteration 8F: 3 clusters Score -1.765955e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87904 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -17666344.000000 Penalty: 3956.066162
	Iteration 9F: 3 clusters Score -1.766634e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 106517 members 
Entering Unmasked Estep 
Score: -17672438.000000 Penalty: 3956.066162
	Iteration 10F: 3 clusters Score -1.767244e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 107348 members 
Entering Unmasked Estep 
Score: -17676322.000000 Penalty: 3956.066162
	Iteration 11Q: 3 clusters Score -1.767632e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85034 members 
Mstep: Class 2 contains 108365 members 
Entering Unmasked Estep 
Score: -17677882.000000 Penalty: 3956.066162
	Iteration 12Q: 3 clusters Score -1.767788e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 109502 members 
Entering Unmasked Estep 
Score: -17678522.000000 Penalty: 3956.066162
	Iteration 13Q: 3 clusters Score -1.767852e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82567 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -17678780.000000 Penalty: 3956.066162
	Iteration 14Q: 3 clusters Score -1.767878e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 112318 members 
Entering Unmasked Estep 
Score: -17678990.000000 Penalty: 3956.066162
	Iteration 15Q: 3 clusters Score -1.767899e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 113904 members 
Entering Unmasked Estep 
Score: -17679200.000000 Penalty: 3956.066162
	Iteration 16Q: 3 clusters Score -1.76792e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -17679556.000000 Penalty: 3956.066162
	Iteration 17Q: 3 clusters Score -1.767956e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 117584 members 
Entering Unmasked Estep 
Score: -17679906.000000 Penalty: 3956.066162
	Iteration 18Q: 3 clusters Score -1.767991e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 119729 members 
Entering Unmasked Estep 
Score: -17680364.000000 Penalty: 3956.066162
	Iteration 19Q: 3 clusters Score -1.768036e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 122141 members 
Entering Unmasked Estep 
Score: -17680804.000000 Penalty: 3956.066162
	Iteration 20F: 3 clusters Score -1.76808e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 124759 members 
Entering Unmasked Estep 
Score: -17681456.000000 Penalty: 3956.066162
	Iteration 21Q: 3 clusters Score -1.768146e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 127601 members 
Entering Unmasked Estep 
Score: -17681982.000000 Penalty: 3956.066162
	Iteration 22Q: 3 clusters Score -1.768198e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 130600 members 
Entering Unmasked Estep 
Score: -17682640.000000 Penalty: 3956.066162
	Iteration 23Q: 3 clusters Score -1.768264e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 133799 members 
Entering Unmasked Estep 
Score: -17683362.000000 Penalty: 3956.066162
	Iteration 24Q: 3 clusters Score -1.768336e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 137285 members 
Entering Unmasked Estep 
Score: -17684224.000000 Penalty: 3956.066162
	Iteration 25Q: 3 clusters Score -1.768422e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 140993 members 
Entering Unmasked Estep 
Score: -17685346.000000 Penalty: 3956.066162
	Iteration 26Q: 3 clusters Score -1.768535e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 144936 members 
Entering Unmasked Estep 
Score: -17686620.000000 Penalty: 3956.066162
	Iteration 27Q: 3 clusters Score -1.768662e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 149058 members 
Entering Unmasked Estep 
Score: -17688176.000000 Penalty: 3956.066162
	Iteration 28Q: 3 clusters Score -1.768818e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 153458 members 
Entering Unmasked Estep 
Score: -17689842.000000 Penalty: 3956.066162
	Iteration 29Q: 3 clusters Score -1.768984e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 158157 members 
Entering Unmasked Estep 
Score: -17691932.000000 Penalty: 3956.066162
	Iteration 30Q: 3 clusters Score -1.769193e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 162893 members 
Entering Unmasked Estep 
Score: -17694016.000000 Penalty: 3956.066162
	Iteration 31Q: 3 clusters Score -1.769402e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 167718 members 
Entering Unmasked Estep 
Score: -17696400.000000 Penalty: 3956.066162
	Iteration 32Q: 3 clusters Score -1.76964e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 172361 members 
Entering Unmasked Estep 
Score: -17699044.000000 Penalty: 3956.066162
	Iteration 33Q: 3 clusters Score -1.769904e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 176691 members 
Entering Unmasked Estep 
Score: -17701602.000000 Penalty: 3956.066162
	Iteration 34Q: 3 clusters Score -1.77016e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 180656 members 
Entering Unmasked Estep 
Score: -17704240.000000 Penalty: 3956.066162
	Iteration 35Q: 3 clusters Score -1.770424e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 184098 members 
Entering Unmasked Estep 
Score: -17706626.000000 Penalty: 3956.066162
	Iteration 36Q: 3 clusters Score -1.770663e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 186822 members 
Entering Unmasked Estep 
Score: -17708714.000000 Penalty: 3956.066162
	Iteration 37Q: 3 clusters Score -1.770871e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 188828 members 
Entering Unmasked Estep 
Score: -17710186.000000 Penalty: 3956.066162
	Iteration 38Q: 3 clusters Score -1.771019e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 190103 members 
Entering Unmasked Estep 
Score: -17711084.000000 Penalty: 3956.066162
	Iteration 39Q: 3 clusters Score -1.771108e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 190834 members 
Entering Unmasked Estep 
Score: -17711720.000000 Penalty: 3956.066162
	Iteration 40F: 3 clusters Score -1.771172e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 191491 members 
Entering Unmasked Estep 
Score: -17712318.000000 Penalty: 3956.066162
	Iteration 41Q: 3 clusters Score -1.771232e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 191823 members 
Entering Unmasked Estep 
Score: -17712602.000000 Penalty: 3956.066162
	Iteration 42Q: 3 clusters Score -1.77126e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 191995 members 
Entering Unmasked Estep 
Score: -17712798.000000 Penalty: 3956.066162
	Iteration 43Q: 3 clusters Score -1.77128e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 192113 members 
Entering Unmasked Estep 
Score: -17712910.000000 Penalty: 3956.066162
	Iteration 44Q: 3 clusters Score -1.771291e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 192179 members 
Entering Unmasked Estep 
Score: -17712990.000000 Penalty: 3956.066162
	Iteration 45Q: 3 clusters Score -1.771299e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 192222 members 
Entering Unmasked Estep 
Score: -17713030.000000 Penalty: 3956.066162
	Iteration 46Q: 3 clusters Score -1.771303e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 192235 members 
Entering Unmasked Estep 
Score: -17713090.000000 Penalty: 3956.066162
	Iteration 47Q: 3 clusters Score -1.771309e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 192246 members 
Entering Unmasked Estep 
Score: -17713152.000000 Penalty: 3956.066162
	Iteration 48Q: 3 clusters Score -1.771315e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 192260 members 
Entering Unmasked Estep 
Score: -17713210.000000 Penalty: 3956.066162
	Iteration 49Q: 3 clusters Score -1.771321e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 192272 members 
Entering Unmasked Estep 
Score: -17713236.000000 Penalty: 3956.066162
	Iteration 50Q: 3 clusters Score -1.771324e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 192276 members 
Entering Unmasked Estep 
Score: -17713264.000000 Penalty: 3956.066162
	Iteration 51Q: 3 clusters Score -1.771326e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 192283 members 
Entering Unmasked Estep 
Score: -17713280.000000 Penalty: 3956.066162
	Iteration 52Q: 3 clusters Score -1.771328e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 192287 members 
Entering Unmasked Estep 
Score: -17713308.000000 Penalty: 3956.066162
	Iteration 53Q: 3 clusters Score -1.771331e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 192286 members 
Entering Unmasked Estep 
Score: -17713312.000000 Penalty: 3956.066162
	Iteration 54Q: 3 clusters Score -1.771331e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 192293 members 
Entering Unmasked Estep 
Score: -17713338.000000 Penalty: 3956.066162
	Iteration 55Q: 3 clusters Score -1.771334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 192298 members 
Entering Unmasked Estep 
Score: -17713346.000000 Penalty: 3956.066162
	Iteration 56Q: 3 clusters Score -1.771335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 192300 members 
Entering Unmasked Estep 
Score: -17713352.000000 Penalty: 3956.066162
	Iteration 57Q: 3 clusters Score -1.771335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 192303 members 
Entering Unmasked Estep 
Score: -17713354.000000 Penalty: 3956.066162
	Iteration 58Q: 3 clusters Score -1.771335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 192302 members 
Entering Unmasked Estep 
Score: -17713346.000000 Penalty: 3956.066162
	Iteration 59Q: 3 clusters Score -1.771335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 192305 members 
Entering Unmasked Estep 
Score: -17713382.000000 Penalty: 3956.066162
	Iteration 60F: 3 clusters Score -1.771338e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 192274 members 
Entering Unmasked Estep 
Score: -17713404.000000 Penalty: 3956.066162
	Iteration 61Q: 3 clusters Score -1.77134e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 192249 members 
Entering Unmasked Estep 
Score: -17713420.000000 Penalty: 3956.066162
	Iteration 62Q: 3 clusters Score -1.771342e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 192226 members 
Entering Unmasked Estep 
Score: -17713402.000000 Penalty: 3956.066162
	Iteration 63Q: 3 clusters Score -1.77134e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 192207 members 
Entering Unmasked Estep 
Score: -17713404.000000 Penalty: 3956.066162
	Iteration 64Q: 3 clusters Score -1.77134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 192202 members 
Entering Unmasked Estep 
Score: -17713432.000000 Penalty: 3956.066162
	Iteration 65Q: 3 clusters Score -1.771343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 192193 members 
Entering Unmasked Estep 
Score: -17713444.000000 Penalty: 3956.066162
	Iteration 66Q: 3 clusters Score -1.771344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 192190 members 
Entering Unmasked Estep 
Score: -17713478.000000 Penalty: 3956.066162
	Iteration 67Q: 3 clusters Score -1.771348e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 192174 members 
Entering Unmasked Estep 
Score: -17713512.000000 Penalty: 3956.066162
	Iteration 68Q: 3 clusters Score -1.771351e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 192169 members 
Entering Unmasked Estep 
Score: -17713508.000000 Penalty: 3956.066162
	Iteration 69Q: 3 clusters Score -1.771351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 192165 members 
Entering Unmasked Estep 
Score: -17713514.000000 Penalty: 3956.066162
	Iteration 70Q: 3 clusters Score -1.771351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 192157 members 
Entering Unmasked Estep 
Score: -17713544.000000 Penalty: 3956.066162
	Iteration 71Q: 3 clusters Score -1.771354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 192144 members 
Entering Unmasked Estep 
Score: -17713530.000000 Penalty: 3956.066162
	Iteration 72Q: 3 clusters Score -1.771353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 192137 members 
Entering Unmasked Estep 
Score: -17713536.000000 Penalty: 3956.066162
	Iteration 73Q: 3 clusters Score -1.771354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 192136 members 
Entering Unmasked Estep 
Score: -17713552.000000 Penalty: 3956.066162
	Iteration 74Q: 3 clusters Score -1.771355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 192136 members 
Entering Unmasked Estep 
Score: -17713554.000000 Penalty: 3956.066162
	Iteration 75Q: 3 clusters Score -1.771355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 192140 members 
Entering Unmasked Estep 
Score: -17713566.000000 Penalty: 3956.066162
	Iteration 76Q: 3 clusters Score -1.771357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 192142 members 
Entering Unmasked Estep 
Score: -17713566.000000 Penalty: 3956.066162
	Iteration 77Q: 3 clusters Score -1.771357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 192139 members 
Entering Unmasked Estep 
Score: -17713570.000000 Penalty: 3956.066162
	Iteration 78Q: 3 clusters Score -1.771357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 192135 members 
Entering Unmasked Estep 
Score: -17713560.000000 Penalty: 3956.066162
	Iteration 79Q: 3 clusters Score -1.771356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 192133 members 
Entering Unmasked Estep 
Score: -17713564.000000 Penalty: 3956.066162
	Iteration 80F: 3 clusters Score -1.771356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 192132 members 
Entering Unmasked Estep 
Score: -17713560.000000 Penalty: 3956.066162
	Iteration 81Q: 3 clusters Score -1.771356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 192132 members 
Entering Unmasked Estep 
Score: -17713566.000000 Penalty: 3956.066162
	Iteration 82Q: 3 clusters Score -1.771357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 192132 members 
Entering Unmasked Estep 
Score: -17713566.000000 Penalty: 3956.066162
	Iteration 83F: 3 clusters Score -1.771357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Entering Unmasked Estep 
Score: -394861.875000 Penalty: 1351.755981
	Iteration 0F: 2 clusters Score -394861.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -391460.343750 Penalty: 2703.511963
	Iteration 0F: 3 clusters Score -391460.3 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -392396.406250 Penalty: 2703.511963
	Iteration 1F: 3 clusters Score -392396.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -392570.437500 Penalty: 2703.511963
	Iteration 2F: 3 clusters Score -392570.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -392712.125000 Penalty: 2703.511963
	Iteration 3F: 3 clusters Score -392712.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -392864.750000 Penalty: 2703.511963
	Iteration 4F: 3 clusters Score -392864.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -393011.562500 Penalty: 2703.511963
	Iteration 5Q: 3 clusters Score -393011.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -393213.843750 Penalty: 2703.511963
	Iteration 6Q: 3 clusters Score -393213.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -393462.656250 Penalty: 2703.511963
	Iteration 7F: 3 clusters Score -393462.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -393697.250000 Penalty: 2703.511963
	Iteration 8F: 3 clusters Score -393697.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -393929.625000 Penalty: 2703.511963
	Iteration 9F: 3 clusters Score -393929.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -394119.750000 Penalty: 2703.511963
	Iteration 10Q: 3 clusters Score -394119.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -394278.562500 Penalty: 2703.511963
	Iteration 11Q: 3 clusters Score -394278.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -394410.687500 Penalty: 2703.511963
	Iteration 12Q: 3 clusters Score -394410.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -394502.031250 Penalty: 2703.511963
	Iteration 13Q: 3 clusters Score -394502 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -394564.312500 Penalty: 2703.511963
	Iteration 14Q: 3 clusters Score -394564.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -394605.812500 Penalty: 2703.511963
	Iteration 15Q: 3 clusters Score -394605.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -394630.968750 Penalty: 2703.511963
	Iteration 16Q: 3 clusters Score -394631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -394645.750000 Penalty: 2703.511963
	Iteration 17Q: 3 clusters Score -394645.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -394658.062500 Penalty: 2703.511963
	Iteration 18Q: 3 clusters Score -394658.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -394664.562500 Penalty: 2703.511963
	Iteration 19Q: 3 clusters Score -394664.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -394667.781250 Penalty: 2703.511963
	Iteration 20F: 3 clusters Score -394667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -394668.406250 Penalty: 2703.511963
	Iteration 21Q: 3 clusters Score -394668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -394668.718750 Penalty: 2703.511963
	Iteration 22Q: 3 clusters Score -394668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -394669.406250 Penalty: 2703.511963
	Iteration 23Q: 3 clusters Score -394669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -394669.718750 Penalty: 2703.511963
	Iteration 24Q: 3 clusters Score -394669.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -394670.468750 Penalty: 2703.511963
	Iteration 25Q: 3 clusters Score -394670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -394670.718750 Penalty: 2703.511963
	Iteration 26Q: 3 clusters Score -394670.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -394670.718750 Penalty: 2703.511963
	Iteration 27F: 3 clusters Score -394670.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Entering Unmasked Estep 
Score: -149986.031250 Penalty: 1228.004517
	Iteration 0F: 2 clusters Score -149986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -148079.343750 Penalty: 2456.009033
	Iteration 0F: 3 clusters Score -148079.3 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -149076.265625 Penalty: 2456.009033
	Iteration 1F: 3 clusters Score -149076.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -149511.328125 Penalty: 2456.009033
	Iteration 2F: 3 clusters Score -149511.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -149741.562500 Penalty: 2456.009033
	Iteration 3F: 3 clusters Score -149741.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -149883.796875 Penalty: 2456.009033
	Iteration 4Q: 3 clusters Score -149883.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -149962.000000 Penalty: 2456.009033
	Iteration 5Q: 3 clusters Score -149962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -150025.265625 Penalty: 2456.009033
	Iteration 6Q: 3 clusters Score -150025.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -150065.796875 Penalty: 2456.009033
	Iteration 7Q: 3 clusters Score -150065.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -150085.000000 Penalty: 2456.009033
	Iteration 8Q: 3 clusters Score -150085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -150097.125000 Penalty: 2456.009033
	Iteration 9Q: 3 clusters Score -150097.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -150110.281250 Penalty: 2456.009033
	Iteration 10Q: 3 clusters Score -150110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -150117.968750 Penalty: 2456.009033
	Iteration 11Q: 3 clusters Score -150118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -150122.781250 Penalty: 2456.009033
	Iteration 12Q: 3 clusters Score -150122.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -150125.031250 Penalty: 2456.009033
	Iteration 13Q: 3 clusters Score -150125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -150127.187500 Penalty: 2456.009033
	Iteration 14Q: 3 clusters Score -150127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -150128.906250 Penalty: 2456.009033
	Iteration 15Q: 3 clusters Score -150128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -150129.359375 Penalty: 2456.009033
	Iteration 16Q: 3 clusters Score -150129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -150129.359375 Penalty: 2456.009033
	Iteration 17F: 3 clusters Score -150129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11328 members 
Mstep: Class 5 contains 193399 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 10531 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 17985 members 
Mstep: Class 11 contains 13335 members 
Mstep: Class 12 contains 8403 members 
Mstep: Class 13 contains 67582 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 21587 members 
Mstep: Class 16 contains 5951 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36198 members 
Mstep: Class 19 contains 86968 members 
Mstep: Class 20 contains 980 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 76643 members 
Entering Unmasked Estep 
Score: -53856108.000000 Penalty: 47529.371094
Splitting cluster 7 changes total score from -53856832.000000 to -53856108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Entering Unmasked Estep 
Score: -873105.062500 Penalty: 1505.087769
	Iteration 0F: 2 clusters Score -873105.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -865634.250000 Penalty: 3010.175537
	Iteration 0F: 3 clusters Score -865634.2 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -868036.937500 Penalty: 3010.175537
	Iteration 1F: 3 clusters Score -868036.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -868289.312500 Penalty: 3010.175537
	Iteration 2F: 3 clusters Score -868289.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -868482.625000 Penalty: 3010.175537
	Iteration 3Q: 3 clusters Score -868482.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -868613.375000 Penalty: 3010.175537
	Iteration 4Q: 3 clusters Score -868613.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -868723.562500 Penalty: 3010.175537
	Iteration 5Q: 3 clusters Score -868723.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -868842.000000 Penalty: 3010.175537
	Iteration 6Q: 3 clusters Score -868842 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -868955.125000 Penalty: 3010.175537
	Iteration 7Q: 3 clusters Score -868955.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -869050.250000 Penalty: 3010.175537
	Iteration 8Q: 3 clusters Score -869050.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -869135.875000 Penalty: 3010.175537
	Iteration 9Q: 3 clusters Score -869135.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -869215.000000 Penalty: 3010.175537
	Iteration 10Q: 3 clusters Score -869215 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -869299.187500 Penalty: 3010.175537
	Iteration 11Q: 3 clusters Score -869299.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -869388.250000 Penalty: 3010.175537
	Iteration 12Q: 3 clusters Score -869388.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -869467.437500 Penalty: 3010.175537
	Iteration 13Q: 3 clusters Score -869467.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -869540.812500 Penalty: 3010.175537
	Iteration 14Q: 3 clusters Score -869540.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -869621.187500 Penalty: 3010.175537
	Iteration 15Q: 3 clusters Score -869621.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -869706.875000 Penalty: 3010.175537
	Iteration 16Q: 3 clusters Score -869706.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -869804.625000 Penalty: 3010.175537
	Iteration 17Q: 3 clusters Score -869804.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -869914.000000 Penalty: 3010.175537
	Iteration 18Q: 3 clusters Score -869914 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -870041.437500 Penalty: 3010.175537
	Iteration 19Q: 3 clusters Score -870041.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -870161.687500 Penalty: 3010.175537
	Iteration 20F: 3 clusters Score -870161.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -870265.437500 Penalty: 3010.175537
	Iteration 21Q: 3 clusters Score -870265.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -870355.562500 Penalty: 3010.175537
	Iteration 22Q: 3 clusters Score -870355.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -870436.500000 Penalty: 3010.175537
	Iteration 23Q: 3 clusters Score -870436.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -870500.812500 Penalty: 3010.175537
	Iteration 24Q: 3 clusters Score -870500.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -870548.500000 Penalty: 3010.175537
	Iteration 25Q: 3 clusters Score -870548.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -870579.687500 Penalty: 3010.175537
	Iteration 26Q: 3 clusters Score -870579.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -870605.812500 Penalty: 3010.175537
	Iteration 27Q: 3 clusters Score -870605.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -870628.687500 Penalty: 3010.175537
	Iteration 28Q: 3 clusters Score -870628.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -870649.687500 Penalty: 3010.175537
	Iteration 29Q: 3 clusters Score -870649.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -870665.875000 Penalty: 3010.175537
	Iteration 30Q: 3 clusters Score -870665.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -870682.125000 Penalty: 3010.175537
	Iteration 31Q: 3 clusters Score -870682.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -870696.000000 Penalty: 3010.175537
	Iteration 32Q: 3 clusters Score -870696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -870708.250000 Penalty: 3010.175537
	Iteration 33Q: 3 clusters Score -870708.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -870717.812500 Penalty: 3010.175537
	Iteration 34Q: 3 clusters Score -870717.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -870732.687500 Penalty: 3010.175537
	Iteration 35Q: 3 clusters Score -870732.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -870743.687500 Penalty: 3010.175537
	Iteration 36Q: 3 clusters Score -870743.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -870757.687500 Penalty: 3010.175537
	Iteration 37Q: 3 clusters Score -870757.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -870773.187500 Penalty: 3010.175537
	Iteration 38Q: 3 clusters Score -870773.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -870791.125000 Penalty: 3010.175537
	Iteration 39Q: 3 clusters Score -870791.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -870807.625000 Penalty: 3010.175537
	Iteration 40F: 3 clusters Score -870807.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -870820.000000 Penalty: 3010.175537
	Iteration 41Q: 3 clusters Score -870820 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -870833.187500 Penalty: 3010.175537
	Iteration 42Q: 3 clusters Score -870833.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -870854.687500 Penalty: 3010.175537
	Iteration 43Q: 3 clusters Score -870854.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -870872.062500 Penalty: 3010.175537
	Iteration 44Q: 3 clusters Score -870872.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -870888.375000 Penalty: 3010.175537
	Iteration 45Q: 3 clusters Score -870888.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -870904.187500 Penalty: 3010.175537
	Iteration 46Q: 3 clusters Score -870904.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -870922.125000 Penalty: 3010.175537
	Iteration 47Q: 3 clusters Score -870922.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -870941.750000 Penalty: 3010.175537
	Iteration 48Q: 3 clusters Score -870941.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -870963.250000 Penalty: 3010.175537
	Iteration 49Q: 3 clusters Score -870963.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -870982.062500 Penalty: 3010.175537
	Iteration 50Q: 3 clusters Score -870982.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -870996.187500 Penalty: 3010.175537
	Iteration 51Q: 3 clusters Score -870996.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -871009.000000 Penalty: 3010.175537
	Iteration 52Q: 3 clusters Score -871009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -871027.062500 Penalty: 3010.175537
	Iteration 53Q: 3 clusters Score -871027.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -871039.875000 Penalty: 3010.175537
	Iteration 54Q: 3 clusters Score -871039.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -871050.562500 Penalty: 3010.175537
	Iteration 55Q: 3 clusters Score -871050.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -871062.312500 Penalty: 3010.175537
	Iteration 56Q: 3 clusters Score -871062.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -871071.750000 Penalty: 3010.175537
	Iteration 57Q: 3 clusters Score -871071.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -871088.625000 Penalty: 3010.175537
	Iteration 58Q: 3 clusters Score -871088.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -871110.937500 Penalty: 3010.175537
	Iteration 59Q: 3 clusters Score -871110.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -871136.062500 Penalty: 3010.175537
	Iteration 60F: 3 clusters Score -871136.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -871165.125000 Penalty: 3010.175537
	Iteration 61Q: 3 clusters Score -871165.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -871196.562500 Penalty: 3010.175537
	Iteration 62Q: 3 clusters Score -871196.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -871218.125000 Penalty: 3010.175537
	Iteration 63Q: 3 clusters Score -871218.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -871238.625000 Penalty: 3010.175537
	Iteration 64Q: 3 clusters Score -871238.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -871260.062500 Penalty: 3010.175537
	Iteration 65Q: 3 clusters Score -871260.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -871279.000000 Penalty: 3010.175537
	Iteration 66Q: 3 clusters Score -871279 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -871303.875000 Penalty: 3010.175537
	Iteration 67Q: 3 clusters Score -871303.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -871328.625000 Penalty: 3010.175537
	Iteration 68Q: 3 clusters Score -871328.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -871361.187500 Penalty: 3010.175537
	Iteration 69Q: 3 clusters Score -871361.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -871389.375000 Penalty: 3010.175537
	Iteration 70Q: 3 clusters Score -871389.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -871427.437500 Penalty: 3010.175537
	Iteration 71Q: 3 clusters Score -871427.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -871463.625000 Penalty: 3010.175537
	Iteration 72Q: 3 clusters Score -871463.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -871505.062500 Penalty: 3010.175537
	Iteration 73Q: 3 clusters Score -871505.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -871548.562500 Penalty: 3010.175537
	Iteration 74Q: 3 clusters Score -871548.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -871594.562500 Penalty: 3010.175537
	Iteration 75Q: 3 clusters Score -871594.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -871643.187500 Penalty: 3010.175537
	Iteration 76Q: 3 clusters Score -871643.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -871718.437500 Penalty: 3010.175537
	Iteration 77Q: 3 clusters Score -871718.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -871838.312500 Penalty: 3010.175537
	Iteration 78Q: 3 clusters Score -871838.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -871954.437500 Penalty: 3010.175537
	Iteration 79Q: 3 clusters Score -871954.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -872036.000000 Penalty: 3010.175537
	Iteration 80F: 3 clusters Score -872036 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -872082.625000 Penalty: 3010.175537
	Iteration 81Q: 3 clusters Score -872082.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -872110.812500 Penalty: 3010.175537
	Iteration 82Q: 3 clusters Score -872110.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -872132.812500 Penalty: 3010.175537
	Iteration 83Q: 3 clusters Score -872132.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -872156.000000 Penalty: 3010.175537
	Iteration 84Q: 3 clusters Score -872156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -872179.875000 Penalty: 3010.175537
	Iteration 85Q: 3 clusters Score -872179.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -872190.187500 Penalty: 3010.175537
	Iteration 86Q: 3 clusters Score -872190.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -872195.000000 Penalty: 3010.175537
	Iteration 87Q: 3 clusters Score -872195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -872199.062500 Penalty: 3010.175537
	Iteration 88Q: 3 clusters Score -872199.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -872204.062500 Penalty: 3010.175537
	Iteration 89Q: 3 clusters Score -872204.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -872207.625000 Penalty: 3010.175537
	Iteration 90Q: 3 clusters Score -872207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -872209.250000 Penalty: 3010.175537
	Iteration 91Q: 3 clusters Score -872209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -872212.937500 Penalty: 3010.175537
	Iteration 92Q: 3 clusters Score -872212.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -872215.437500 Penalty: 3010.175537
	Iteration 93Q: 3 clusters Score -872215.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -872219.812500 Penalty: 3010.175537
	Iteration 94Q: 3 clusters Score -872219.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -872222.312500 Penalty: 3010.175537
	Iteration 95Q: 3 clusters Score -872222.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -872225.937500 Penalty: 3010.175537
	Iteration 96Q: 3 clusters Score -872225.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -872229.375000 Penalty: 3010.175537
	Iteration 97Q: 3 clusters Score -872229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -872231.187500 Penalty: 3010.175537
	Iteration 98Q: 3 clusters Score -872231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -872234.750000 Penalty: 3010.175537
	Iteration 99Q: 3 clusters Score -872234.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -872238.062500 Penalty: 3010.175537
	Iteration 100F: 3 clusters Score -872238.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -872242.062500 Penalty: 3010.175537
	Iteration 101Q: 3 clusters Score -872242.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -872243.500000 Penalty: 3010.175537
	Iteration 102Q: 3 clusters Score -872243.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -872245.187500 Penalty: 3010.175537
	Iteration 103Q: 3 clusters Score -872245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -872247.937500 Penalty: 3010.175537
	Iteration 104Q: 3 clusters Score -872247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -872247.875000 Penalty: 3010.175537
	Iteration 105Q: 3 clusters Score -872247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -872247.062500 Penalty: 3010.175537
	Iteration 106Q: 3 clusters Score -872247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -872249.125000 Penalty: 3010.175537
	Iteration 107Q: 3 clusters Score -872249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -872249.500000 Penalty: 3010.175537
	Iteration 108Q: 3 clusters Score -872249.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -872249.937500 Penalty: 3010.175537
	Iteration 109Q: 3 clusters Score -872249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -872249.937500 Penalty: 3010.175537
	Iteration 110F: 3 clusters Score -872249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Entering Unmasked Estep 
Score: -842795.062500 Penalty: 1480.225830
	Iteration 0F: 2 clusters Score -842795.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -836386.250000 Penalty: 2960.451660
	Iteration 0F: 3 clusters Score -836386.2 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -838420.875000 Penalty: 2960.451660
	Iteration 1F: 3 clusters Score -838420.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -838630.625000 Penalty: 2960.451660
	Iteration 2F: 3 clusters Score -838630.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -838775.125000 Penalty: 2960.451660
	Iteration 3Q: 3 clusters Score -838775.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -838873.562500 Penalty: 2960.451660
	Iteration 4Q: 3 clusters Score -838873.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -838956.000000 Penalty: 2960.451660
	Iteration 5Q: 3 clusters Score -838956 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -839032.812500 Penalty: 2960.451660
	Iteration 6Q: 3 clusters Score -839032.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -839102.250000 Penalty: 2960.451660
	Iteration 7Q: 3 clusters Score -839102.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -839171.687500 Penalty: 2960.451660
	Iteration 8Q: 3 clusters Score -839171.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -839249.937500 Penalty: 2960.451660
	Iteration 9Q: 3 clusters Score -839249.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -839354.125000 Penalty: 2960.451660
	Iteration 10Q: 3 clusters Score -839354.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -839479.625000 Penalty: 2960.451660
	Iteration 11Q: 3 clusters Score -839479.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -839601.562500 Penalty: 2960.451660
	Iteration 12Q: 3 clusters Score -839601.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -839725.125000 Penalty: 2960.451660
	Iteration 13Q: 3 clusters Score -839725.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -839858.062500 Penalty: 2960.451660
	Iteration 14Q: 3 clusters Score -839858.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -839992.937500 Penalty: 2960.451660
	Iteration 15Q: 3 clusters Score -839992.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -840154.250000 Penalty: 2960.451660
	Iteration 16Q: 3 clusters Score -840154.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -840292.937500 Penalty: 2960.451660
	Iteration 17Q: 3 clusters Score -840292.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -840407.437500 Penalty: 2960.451660
	Iteration 18Q: 3 clusters Score -840407.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -840497.500000 Penalty: 2960.451660
	Iteration 19Q: 3 clusters Score -840497.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -840562.625000 Penalty: 2960.451660
	Iteration 20F: 3 clusters Score -840562.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -840612.187500 Penalty: 2960.451660
	Iteration 21Q: 3 clusters Score -840612.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -840651.000000 Penalty: 2960.451660
	Iteration 22Q: 3 clusters Score -840651 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -840678.750000 Penalty: 2960.451660
	Iteration 23Q: 3 clusters Score -840678.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -840704.187500 Penalty: 2960.451660
	Iteration 24Q: 3 clusters Score -840704.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -840727.000000 Penalty: 2960.451660
	Iteration 25Q: 3 clusters Score -840727 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -840748.062500 Penalty: 2960.451660
	Iteration 26Q: 3 clusters Score -840748.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -840765.312500 Penalty: 2960.451660
	Iteration 27Q: 3 clusters Score -840765.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -840783.000000 Penalty: 2960.451660
	Iteration 28Q: 3 clusters Score -840783 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -840796.812500 Penalty: 2960.451660
	Iteration 29Q: 3 clusters Score -840796.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -840803.062500 Penalty: 2960.451660
	Iteration 30Q: 3 clusters Score -840803.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -840812.375000 Penalty: 2960.451660
	Iteration 31Q: 3 clusters Score -840812.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -840823.375000 Penalty: 2960.451660
	Iteration 32Q: 3 clusters Score -840823.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -840830.250000 Penalty: 2960.451660
	Iteration 33Q: 3 clusters Score -840830.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -840835.437500 Penalty: 2960.451660
	Iteration 34Q: 3 clusters Score -840835.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -840837.312500 Penalty: 2960.451660
	Iteration 35Q: 3 clusters Score -840837.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -840843.625000 Penalty: 2960.451660
	Iteration 36Q: 3 clusters Score -840843.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -840846.187500 Penalty: 2960.451660
	Iteration 37Q: 3 clusters Score -840846.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -840851.437500 Penalty: 2960.451660
	Iteration 38Q: 3 clusters Score -840851.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -840852.062500 Penalty: 2960.451660
	Iteration 39Q: 3 clusters Score -840852.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -840853.312500 Penalty: 2960.451660
	Iteration 40F: 3 clusters Score -840853.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -840855.187500 Penalty: 2960.451660
	Iteration 41Q: 3 clusters Score -840855.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -840858.187500 Penalty: 2960.451660
	Iteration 42Q: 3 clusters Score -840858.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -840859.187500 Penalty: 2960.451660
	Iteration 43Q: 3 clusters Score -840859.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -840859.812500 Penalty: 2960.451660
	Iteration 44Q: 3 clusters Score -840859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -840860.250000 Penalty: 2960.451660
	Iteration 45Q: 3 clusters Score -840860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -840860.875000 Penalty: 2960.451660
	Iteration 46Q: 3 clusters Score -840860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -840861.000000 Penalty: 2960.451660
	Iteration 47Q: 3 clusters Score -840861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -840859.625000 Penalty: 2960.451660
	Iteration 48Q: 3 clusters Score -840859.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -840859.625000 Penalty: 2960.451660
	Iteration 49F: 3 clusters Score -840859.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Entering Unmasked Estep 
Score: -1639604.000000 Penalty: 1592.060181
	Iteration 0F: 2 clusters Score -1639604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1627307.375000 Penalty: 3184.120361
	Iteration 0F: 3 clusters Score -1627307 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1631618.375000 Penalty: 3184.120361
	Iteration 1F: 3 clusters Score -1631618 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1631902.750000 Penalty: 3184.120361
	Iteration 2Q: 3 clusters Score -1631903 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1632196.250000 Penalty: 3184.120361
	Iteration 3Q: 3 clusters Score -1632196 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1632478.875000 Penalty: 3184.120361
	Iteration 4Q: 3 clusters Score -1632479 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1632772.625000 Penalty: 3184.120361
	Iteration 5Q: 3 clusters Score -1632773 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1633059.250000 Penalty: 3184.120361
	Iteration 6Q: 3 clusters Score -1633059 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1633345.000000 Penalty: 3184.120361
	Iteration 7Q: 3 clusters Score -1633345 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1633647.625000 Penalty: 3184.120361
	Iteration 8Q: 3 clusters Score -1633648 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1634002.000000 Penalty: 3184.120361
	Iteration 9Q: 3 clusters Score -1634002 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1634346.000000 Penalty: 3184.120361
	Iteration 10Q: 3 clusters Score -1634346 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1634691.625000 Penalty: 3184.120361
	Iteration 11Q: 3 clusters Score -1634692 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1635041.750000 Penalty: 3184.120361
	Iteration 12Q: 3 clusters Score -1635042 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1635368.625000 Penalty: 3184.120361
	Iteration 13Q: 3 clusters Score -1635369 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1635568.375000 Penalty: 3184.120361
	Iteration 14Q: 3 clusters Score -1635568 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1635707.750000 Penalty: 3184.120361
	Iteration 15Q: 3 clusters Score -1635708 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1635821.375000 Penalty: 3184.120361
	Iteration 16Q: 3 clusters Score -1635821 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1635896.125000 Penalty: 3184.120361
	Iteration 17Q: 3 clusters Score -1635896 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1635970.375000 Penalty: 3184.120361
	Iteration 18Q: 3 clusters Score -1635970 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1636061.000000 Penalty: 3184.120361
	Iteration 19Q: 3 clusters Score -1636061 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1636152.750000 Penalty: 3184.120361
	Iteration 20F: 3 clusters Score -1636153 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1636247.125000 Penalty: 3184.120361
	Iteration 21Q: 3 clusters Score -1636247 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1636344.625000 Penalty: 3184.120361
	Iteration 22Q: 3 clusters Score -1636345 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1636455.125000 Penalty: 3184.120361
	Iteration 23Q: 3 clusters Score -1636455 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1636560.625000 Penalty: 3184.120361
	Iteration 24Q: 3 clusters Score -1636561 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1636647.875000 Penalty: 3184.120361
	Iteration 25Q: 3 clusters Score -1636648 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1636749.500000 Penalty: 3184.120361
	Iteration 26Q: 3 clusters Score -1636750 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1636841.625000 Penalty: 3184.120361
	Iteration 27Q: 3 clusters Score -1636842 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1636910.375000 Penalty: 3184.120361
	Iteration 28Q: 3 clusters Score -1636910 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1636978.875000 Penalty: 3184.120361
	Iteration 29Q: 3 clusters Score -1636979 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1637053.125000 Penalty: 3184.120361
	Iteration 30Q: 3 clusters Score -1637053 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1637130.375000 Penalty: 3184.120361
	Iteration 31Q: 3 clusters Score -1637130 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1637195.625000 Penalty: 3184.120361
	Iteration 32Q: 3 clusters Score -1637196 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1637260.000000 Penalty: 3184.120361
	Iteration 33Q: 3 clusters Score -1637260 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1637316.750000 Penalty: 3184.120361
	Iteration 34Q: 3 clusters Score -1637317 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1637366.875000 Penalty: 3184.120361
	Iteration 35Q: 3 clusters Score -1637367 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1637431.125000 Penalty: 3184.120361
	Iteration 36Q: 3 clusters Score -1637431 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1637472.375000 Penalty: 3184.120361
	Iteration 37Q: 3 clusters Score -1637472 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1637503.875000 Penalty: 3184.120361
	Iteration 38Q: 3 clusters Score -1637504 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1637545.750000 Penalty: 3184.120361
	Iteration 39Q: 3 clusters Score -1637546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1637582.000000 Penalty: 3184.120361
	Iteration 40F: 3 clusters Score -1637582 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1637610.375000 Penalty: 3184.120361
	Iteration 41Q: 3 clusters Score -1637610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1637639.250000 Penalty: 3184.120361
	Iteration 42Q: 3 clusters Score -1637639 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1637671.000000 Penalty: 3184.120361
	Iteration 43Q: 3 clusters Score -1637671 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1637704.250000 Penalty: 3184.120361
	Iteration 44Q: 3 clusters Score -1637704 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1637728.000000 Penalty: 3184.120361
	Iteration 45Q: 3 clusters Score -1637728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1637754.750000 Penalty: 3184.120361
	Iteration 46Q: 3 clusters Score -1637755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1637779.875000 Penalty: 3184.120361
	Iteration 47Q: 3 clusters Score -1637780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1637798.750000 Penalty: 3184.120361
	Iteration 48Q: 3 clusters Score -1637799 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1637820.375000 Penalty: 3184.120361
	Iteration 49Q: 3 clusters Score -1637820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1637831.625000 Penalty: 3184.120361
	Iteration 50Q: 3 clusters Score -1637832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1637853.625000 Penalty: 3184.120361
	Iteration 51Q: 3 clusters Score -1637854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1637878.625000 Penalty: 3184.120361
	Iteration 52Q: 3 clusters Score -1637879 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1637897.750000 Penalty: 3184.120361
	Iteration 53Q: 3 clusters Score -1637898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1637920.000000 Penalty: 3184.120361
	Iteration 54Q: 3 clusters Score -1637920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1637939.750000 Penalty: 3184.120361
	Iteration 55Q: 3 clusters Score -1637940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1637966.125000 Penalty: 3184.120361
	Iteration 56Q: 3 clusters Score -1637966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1637987.500000 Penalty: 3184.120361
	Iteration 57Q: 3 clusters Score -1637988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1637998.750000 Penalty: 3184.120361
	Iteration 58Q: 3 clusters Score -1637999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1638009.500000 Penalty: 3184.120361
	Iteration 59Q: 3 clusters Score -1638010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1638022.625000 Penalty: 3184.120361
	Iteration 60F: 3 clusters Score -1638023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1638034.875000 Penalty: 3184.120361
	Iteration 61Q: 3 clusters Score -1638035 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1638050.500000 Penalty: 3184.120361
	Iteration 62Q: 3 clusters Score -1638050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1638069.750000 Penalty: 3184.120361
	Iteration 63Q: 3 clusters Score -1638070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1638081.125000 Penalty: 3184.120361
	Iteration 64Q: 3 clusters Score -1638081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1638096.625000 Penalty: 3184.120361
	Iteration 65Q: 3 clusters Score -1638097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1638101.375000 Penalty: 3184.120361
	Iteration 66Q: 3 clusters Score -1638101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1638113.125000 Penalty: 3184.120361
	Iteration 67Q: 3 clusters Score -1638113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1638122.375000 Penalty: 3184.120361
	Iteration 68Q: 3 clusters Score -1638122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1638134.375000 Penalty: 3184.120361
	Iteration 69Q: 3 clusters Score -1638134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1638142.500000 Penalty: 3184.120361
	Iteration 70Q: 3 clusters Score -1638142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1638156.250000 Penalty: 3184.120361
	Iteration 71Q: 3 clusters Score -1638156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1638162.625000 Penalty: 3184.120361
	Iteration 72Q: 3 clusters Score -1638163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1638168.250000 Penalty: 3184.120361
	Iteration 73Q: 3 clusters Score -1638168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1638171.375000 Penalty: 3184.120361
	Iteration 74Q: 3 clusters Score -1638171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1638183.250000 Penalty: 3184.120361
	Iteration 75Q: 3 clusters Score -1638183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1638194.750000 Penalty: 3184.120361
	Iteration 76Q: 3 clusters Score -1638195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1638200.000000 Penalty: 3184.120361
	Iteration 77Q: 3 clusters Score -1638200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1638201.500000 Penalty: 3184.120361
	Iteration 78Q: 3 clusters Score -1638202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1638206.375000 Penalty: 3184.120361
	Iteration 79Q: 3 clusters Score -1638206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1638210.250000 Penalty: 3184.120361
	Iteration 80F: 3 clusters Score -1638210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1638218.000000 Penalty: 3184.120361
	Iteration 81Q: 3 clusters Score -1638218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1638219.750000 Penalty: 3184.120361
	Iteration 82Q: 3 clusters Score -1638220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1638225.125000 Penalty: 3184.120361
	Iteration 83Q: 3 clusters Score -1638225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1638229.375000 Penalty: 3184.120361
	Iteration 84Q: 3 clusters Score -1638229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1638233.875000 Penalty: 3184.120361
	Iteration 85Q: 3 clusters Score -1638234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1638237.875000 Penalty: 3184.120361
	Iteration 86Q: 3 clusters Score -1638238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1638242.500000 Penalty: 3184.120361
	Iteration 87Q: 3 clusters Score -1638242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1638241.375000 Penalty: 3184.120361
	Iteration 88Q: 3 clusters Score -1638241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1638242.875000 Penalty: 3184.120361
	Iteration 89Q: 3 clusters Score -1638243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1638245.000000 Penalty: 3184.120361
	Iteration 90Q: 3 clusters Score -1638245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1638250.375000 Penalty: 3184.120361
	Iteration 91Q: 3 clusters Score -1638250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1638251.375000 Penalty: 3184.120361
	Iteration 92Q: 3 clusters Score -1638251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -1638257.750000 Penalty: 3184.120361
	Iteration 93Q: 3 clusters Score -1638258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1638257.875000 Penalty: 3184.120361
	Iteration 94Q: 3 clusters Score -1638258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1638259.000000 Penalty: 3184.120361
	Iteration 95Q: 3 clusters Score -1638259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -1638261.000000 Penalty: 3184.120361
	Iteration 96Q: 3 clusters Score -1638261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -1638262.250000 Penalty: 3184.120361
	Iteration 97Q: 3 clusters Score -1638262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -1638266.125000 Penalty: 3184.120361
	Iteration 98Q: 3 clusters Score -1638266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1638265.875000 Penalty: 3184.120361
	Iteration 99Q: 3 clusters Score -1638266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1638265.875000 Penalty: 3184.120361
	Iteration 100F: 3 clusters Score -1638266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1638270.375000 Penalty: 3184.120361
	Iteration 101Q: 3 clusters Score -1638270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -1638268.000000 Penalty: 3184.120361
	Iteration 102Q: 3 clusters Score -1638268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1638269.625000 Penalty: 3184.120361
	Iteration 103Q: 3 clusters Score -1638270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -1638268.750000 Penalty: 3184.120361
	Iteration 104Q: 3 clusters Score -1638269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1638271.125000 Penalty: 3184.120361
	Iteration 105Q: 3 clusters Score -1638271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1638272.625000 Penalty: 3184.120361
	Iteration 106Q: 3 clusters Score -1638273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1638272.500000 Penalty: 3184.120361
	Iteration 107Q: 3 clusters Score -1638272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1638272.375000 Penalty: 3184.120361
	Iteration 108Q: 3 clusters Score -1638272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -1638271.250000 Penalty: 3184.120361
	Iteration 109Q: 3 clusters Score -1638271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1638271.125000 Penalty: 3184.120361
	Iteration 110Q: 3 clusters Score -1638271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1638271.125000 Penalty: 3184.120361
	Iteration 111F: 3 clusters Score -1638271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Entering Unmasked Estep 
Score: -1187164.750000 Penalty: 1543.448853
	Iteration 0F: 2 clusters Score -1187165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1177822.875000 Penalty: 3086.897705
	Iteration 0F: 3 clusters Score -1177823 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1181216.750000 Penalty: 3086.897705
	Iteration 1F: 3 clusters Score -1181217 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1181898.750000 Penalty: 3086.897705
	Iteration 2F: 3 clusters Score -1181899 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1182624.750000 Penalty: 3086.897705
	Iteration 3F: 3 clusters Score -1182625 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1183305.875000 Penalty: 3086.897705
	Iteration 4F: 3 clusters Score -1183306 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1183914.750000 Penalty: 3086.897705
	Iteration 5F: 3 clusters Score -1183915 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1184455.250000 Penalty: 3086.897705
	Iteration 6F: 3 clusters Score -1184455 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1184986.750000 Penalty: 3086.897705
	Iteration 7F: 3 clusters Score -1184987 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1185463.250000 Penalty: 3086.897705
	Iteration 8Q: 3 clusters Score -1185463 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1185839.875000 Penalty: 3086.897705
	Iteration 9Q: 3 clusters Score -1185840 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1186093.000000 Penalty: 3086.897705
	Iteration 10Q: 3 clusters Score -1186093 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1186205.625000 Penalty: 3086.897705
	Iteration 11Q: 3 clusters Score -1186206 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1186255.375000 Penalty: 3086.897705
	Iteration 12Q: 3 clusters Score -1186255 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1186285.750000 Penalty: 3086.897705
	Iteration 13Q: 3 clusters Score -1186286 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1186291.125000 Penalty: 3086.897705
	Iteration 14Q: 3 clusters Score -1186291 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1186314.875000 Penalty: 3086.897705
	Iteration 15Q: 3 clusters Score -1186315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1186319.375000 Penalty: 3086.897705
	Iteration 16Q: 3 clusters Score -1186319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1186326.625000 Penalty: 3086.897705
	Iteration 17Q: 3 clusters Score -1186327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1186326.500000 Penalty: 3086.897705
	Iteration 18Q: 3 clusters Score -1186326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1186332.125000 Penalty: 3086.897705
	Iteration 19Q: 3 clusters Score -1186332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1186333.125000 Penalty: 3086.897705
	Iteration 20F: 3 clusters Score -1186333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1186335.875000 Penalty: 3086.897705
	Iteration 21Q: 3 clusters Score -1186336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1186333.625000 Penalty: 3086.897705
	Iteration 22Q: 3 clusters Score -1186334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1186332.250000 Penalty: 3086.897705
	Iteration 23Q: 3 clusters Score -1186332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1186332.750000 Penalty: 3086.897705
	Iteration 24Q: 3 clusters Score -1186333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1186333.500000 Penalty: 3086.897705
	Iteration 25Q: 3 clusters Score -1186334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1186335.375000 Penalty: 3086.897705
	Iteration 26Q: 3 clusters Score -1186335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1186334.375000 Penalty: 3086.897705
	Iteration 27Q: 3 clusters Score -1186334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1186334.500000 Penalty: 3086.897705
	Iteration 28Q: 3 clusters Score -1186334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1186336.875000 Penalty: 3086.897705
	Iteration 29Q: 3 clusters Score -1186337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1186337.500000 Penalty: 3086.897705
	Iteration 30Q: 3 clusters Score -1186338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1186334.750000 Penalty: 3086.897705
	Iteration 31Q: 3 clusters Score -1186335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1186335.000000 Penalty: 3086.897705
	Iteration 32Q: 3 clusters Score -1186335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1186336.875000 Penalty: 3086.897705
	Iteration 33Q: 3 clusters Score -1186337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1186336.625000 Penalty: 3086.897705
	Iteration 34Q: 3 clusters Score -1186337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1186336.625000 Penalty: 3086.897705
	Iteration 35Q: 3 clusters Score -1186337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1186336.750000 Penalty: 3086.897705
	Iteration 36Q: 3 clusters Score -1186337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1186337.000000 Penalty: 3086.897705
	Iteration 37Q: 3 clusters Score -1186337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1186339.000000 Penalty: 3086.897705
	Iteration 38Q: 3 clusters Score -1186339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1186340.000000 Penalty: 3086.897705
	Iteration 39Q: 3 clusters Score -1186340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1186338.375000 Penalty: 3086.897705
	Iteration 40F: 3 clusters Score -1186338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1186337.250000 Penalty: 3086.897705
	Iteration 41Q: 3 clusters Score -1186337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1186337.750000 Penalty: 3086.897705
	Iteration 42Q: 3 clusters Score -1186338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1186338.375000 Penalty: 3086.897705
	Iteration 43Q: 3 clusters Score -1186338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1186337.375000 Penalty: 3086.897705
	Iteration 44Q: 3 clusters Score -1186337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1186339.250000 Penalty: 3086.897705
	Iteration 45Q: 3 clusters Score -1186339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1186339.000000 Penalty: 3086.897705
	Iteration 46Q: 3 clusters Score -1186339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1186339.000000 Penalty: 3086.897705
	Iteration 47F: 3 clusters Score -1186339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Entering Unmasked Estep 
Score: -729235.312500 Penalty: 1468.406006
	Iteration 0F: 2 clusters Score -729235.3 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 4276 members 
Entering Unmasked Estep 
Score: -723223.250000 Penalty: 2936.812012
	Iteration 0F: 3 clusters Score -723223.2 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -725207.187500 Penalty: 2936.812012
	Iteration 1F: 3 clusters Score -725207.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -725596.125000 Penalty: 2936.812012
	Iteration 2F: 3 clusters Score -725596.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -726023.000000 Penalty: 2936.812012
	Iteration 3F: 3 clusters Score -726023 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -726509.000000 Penalty: 2936.812012
	Iteration 4F: 3 clusters Score -726509 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -726969.125000 Penalty: 2936.812012
	Iteration 5F: 3 clusters Score -726969.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -727335.750000 Penalty: 2936.812012
	Iteration 6F: 3 clusters Score -727335.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -727583.437500 Penalty: 2936.812012
	Iteration 7F: 3 clusters Score -727583.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -727734.125000 Penalty: 2936.812012
	Iteration 8Q: 3 clusters Score -727734.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -727831.375000 Penalty: 2936.812012
	Iteration 9Q: 3 clusters Score -727831.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -727907.000000 Penalty: 2936.812012
	Iteration 10Q: 3 clusters Score -727907 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -727958.500000 Penalty: 2936.812012
	Iteration 11Q: 3 clusters Score -727958.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -727990.375000 Penalty: 2936.812012
	Iteration 12Q: 3 clusters Score -727990.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -728011.562500 Penalty: 2936.812012
	Iteration 13Q: 3 clusters Score -728011.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -728033.937500 Penalty: 2936.812012
	Iteration 14Q: 3 clusters Score -728033.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -728054.625000 Penalty: 2936.812012
	Iteration 15Q: 3 clusters Score -728054.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -728071.687500 Penalty: 2936.812012
	Iteration 16Q: 3 clusters Score -728071.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -728091.437500 Penalty: 2936.812012
	Iteration 17Q: 3 clusters Score -728091.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -728104.750000 Penalty: 2936.812012
	Iteration 18Q: 3 clusters Score -728104.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -728119.750000 Penalty: 2936.812012
	Iteration 19Q: 3 clusters Score -728119.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -728132.500000 Penalty: 2936.812012
	Iteration 20F: 3 clusters Score -728132.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -728143.625000 Penalty: 2936.812012
	Iteration 21Q: 3 clusters Score -728143.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -728150.750000 Penalty: 2936.812012
	Iteration 22Q: 3 clusters Score -728150.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -728159.500000 Penalty: 2936.812012
	Iteration 23Q: 3 clusters Score -728159.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -728171.250000 Penalty: 2936.812012
	Iteration 24Q: 3 clusters Score -728171.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -728178.062500 Penalty: 2936.812012
	Iteration 25Q: 3 clusters Score -728178.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -728182.562500 Penalty: 2936.812012
	Iteration 26Q: 3 clusters Score -728182.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -728190.750000 Penalty: 2936.812012
	Iteration 27Q: 3 clusters Score -728190.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -728196.000000 Penalty: 2936.812012
	Iteration 28Q: 3 clusters Score -728196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -728203.875000 Penalty: 2936.812012
	Iteration 29Q: 3 clusters Score -728203.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -728206.812500 Penalty: 2936.812012
	Iteration 30Q: 3 clusters Score -728206.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -728208.500000 Penalty: 2936.812012
	Iteration 31Q: 3 clusters Score -728208.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -728211.937500 Penalty: 2936.812012
	Iteration 32Q: 3 clusters Score -728211.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -728213.625000 Penalty: 2936.812012
	Iteration 33Q: 3 clusters Score -728213.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -728218.750000 Penalty: 2936.812012
	Iteration 34Q: 3 clusters Score -728218.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -728224.687500 Penalty: 2936.812012
	Iteration 35Q: 3 clusters Score -728224.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -728230.500000 Penalty: 2936.812012
	Iteration 36Q: 3 clusters Score -728230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -728231.312500 Penalty: 2936.812012
	Iteration 37Q: 3 clusters Score -728231.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -728233.312500 Penalty: 2936.812012
	Iteration 38Q: 3 clusters Score -728233.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -728235.687500 Penalty: 2936.812012
	Iteration 39Q: 3 clusters Score -728235.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -728236.375000 Penalty: 2936.812012
	Iteration 40F: 3 clusters Score -728236.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -728238.625000 Penalty: 2936.812012
	Iteration 41Q: 3 clusters Score -728238.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -728240.500000 Penalty: 2936.812012
	Iteration 42Q: 3 clusters Score -728240.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -728238.625000 Penalty: 2936.812012
	Iteration 43Q: 3 clusters Score -728238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -728240.562500 Penalty: 2936.812012
	Iteration 44Q: 3 clusters Score -728240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -728241.312500 Penalty: 2936.812012
	Iteration 45Q: 3 clusters Score -728241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -728244.187500 Penalty: 2936.812012
	Iteration 46Q: 3 clusters Score -728244.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -728246.062500 Penalty: 2936.812012
	Iteration 47Q: 3 clusters Score -728246.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -728248.500000 Penalty: 2936.812012
	Iteration 48Q: 3 clusters Score -728248.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -728253.250000 Penalty: 2936.812012
	Iteration 49Q: 3 clusters Score -728253.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -728253.625000 Penalty: 2936.812012
	Iteration 50Q: 3 clusters Score -728253.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -728257.312500 Penalty: 2936.812012
	Iteration 51Q: 3 clusters Score -728257.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -728262.687500 Penalty: 2936.812012
	Iteration 52Q: 3 clusters Score -728262.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -728266.687500 Penalty: 2936.812012
	Iteration 53Q: 3 clusters Score -728266.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -728266.875000 Penalty: 2936.812012
	Iteration 54Q: 3 clusters Score -728266.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -728271.812500 Penalty: 2936.812012
	Iteration 55Q: 3 clusters Score -728271.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -728273.625000 Penalty: 2936.812012
	Iteration 56Q: 3 clusters Score -728273.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -728275.937500 Penalty: 2936.812012
	Iteration 57Q: 3 clusters Score -728275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -728277.437500 Penalty: 2936.812012
	Iteration 58Q: 3 clusters Score -728277.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -728278.937500 Penalty: 2936.812012
	Iteration 59Q: 3 clusters Score -728278.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -728280.437500 Penalty: 2936.812012
	Iteration 60F: 3 clusters Score -728280.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -728283.000000 Penalty: 2936.812012
	Iteration 61Q: 3 clusters Score -728283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -728285.437500 Penalty: 2936.812012
	Iteration 62Q: 3 clusters Score -728285.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -728286.250000 Penalty: 2936.812012
	Iteration 63Q: 3 clusters Score -728286.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -728289.000000 Penalty: 2936.812012
	Iteration 64Q: 3 clusters Score -728289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -728292.625000 Penalty: 2936.812012
	Iteration 65Q: 3 clusters Score -728292.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -728294.000000 Penalty: 2936.812012
	Iteration 66Q: 3 clusters Score -728294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -728295.937500 Penalty: 2936.812012
	Iteration 67Q: 3 clusters Score -728295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -728295.437500 Penalty: 2936.812012
	Iteration 68Q: 3 clusters Score -728295.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -728295.875000 Penalty: 2936.812012
	Iteration 69Q: 3 clusters Score -728295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -728296.312500 Penalty: 2936.812012
	Iteration 70Q: 3 clusters Score -728296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -728297.187500 Penalty: 2936.812012
	Iteration 71Q: 3 clusters Score -728297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -728297.125000 Penalty: 2936.812012
	Iteration 72Q: 3 clusters Score -728297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -728296.375000 Penalty: 2936.812012
	Iteration 73Q: 3 clusters Score -728296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -728297.125000 Penalty: 2936.812012
	Iteration 74Q: 3 clusters Score -728297.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -728297.125000 Penalty: 2936.812012
	Iteration 75F: 3 clusters Score -728297.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67582 members 
Entering Unmasked Estep 
Score: -6141037.000000 Penalty: 1807.178223
	Iteration 0F: 2 clusters Score -6141037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -6095728.000000 Penalty: 3614.356445
	Iteration 0F: 3 clusters Score -6095728 nChanged 32085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -6114435.000000 Penalty: 3614.356445
	Iteration 1F: 3 clusters Score -6114435 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -6115948.000000 Penalty: 3614.356445
	Iteration 2Q: 3 clusters Score -6115948 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -6118340.000000 Penalty: 3614.356445
	Iteration 3F: 3 clusters Score -6118340 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -6121875.000000 Penalty: 3614.356445
	Iteration 4F: 3 clusters Score -6121875 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -6126026.500000 Penalty: 3614.356445
	Iteration 5F: 3 clusters Score -6126026 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -6129611.500000 Penalty: 3614.356445
	Iteration 6F: 3 clusters Score -6129612 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -6131912.500000 Penalty: 3614.356445
	Iteration 7F: 3 clusters Score -6131912 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -6133216.000000 Penalty: 3614.356445
	Iteration 8Q: 3 clusters Score -6133216 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -6133884.000000 Penalty: 3614.356445
	Iteration 9Q: 3 clusters Score -6133884 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -6134261.500000 Penalty: 3614.356445
	Iteration 10Q: 3 clusters Score -6134262 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -6134557.500000 Penalty: 3614.356445
	Iteration 11Q: 3 clusters Score -6134558 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -6134779.000000 Penalty: 3614.356445
	Iteration 12Q: 3 clusters Score -6134779 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -6134972.500000 Penalty: 3614.356445
	Iteration 13Q: 3 clusters Score -6134972 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -6135089.000000 Penalty: 3614.356445
	Iteration 14Q: 3 clusters Score -6135089 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -6135207.000000 Penalty: 3614.356445
	Iteration 15Q: 3 clusters Score -6135207 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -6135386.000000 Penalty: 3614.356445
	Iteration 16Q: 3 clusters Score -6135386 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -6135492.000000 Penalty: 3614.356445
	Iteration 17Q: 3 clusters Score -6135492 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -6135577.000000 Penalty: 3614.356445
	Iteration 18Q: 3 clusters Score -6135577 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -6135663.000000 Penalty: 3614.356445
	Iteration 19Q: 3 clusters Score -6135663 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -6135748.000000 Penalty: 3614.356445
	Iteration 20F: 3 clusters Score -6135748 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -6135840.500000 Penalty: 3614.356445
	Iteration 21Q: 3 clusters Score -6135840 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -6135923.500000 Penalty: 3614.356445
	Iteration 22Q: 3 clusters Score -6135924 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -6135969.000000 Penalty: 3614.356445
	Iteration 23Q: 3 clusters Score -6135969 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -6136009.000000 Penalty: 3614.356445
	Iteration 24Q: 3 clusters Score -6136009 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -6136060.500000 Penalty: 3614.356445
	Iteration 25Q: 3 clusters Score -6136060 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -6136070.000000 Penalty: 3614.356445
	Iteration 26Q: 3 clusters Score -6136070 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -6136094.000000 Penalty: 3614.356445
	Iteration 27Q: 3 clusters Score -6136094 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -6136117.500000 Penalty: 3614.356445
	Iteration 28Q: 3 clusters Score -6136118 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -6136165.500000 Penalty: 3614.356445
	Iteration 29Q: 3 clusters Score -6136166 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -6136186.500000 Penalty: 3614.356445
	Iteration 30Q: 3 clusters Score -6136186 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -6136224.000000 Penalty: 3614.356445
	Iteration 31Q: 3 clusters Score -6136224 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -6136264.500000 Penalty: 3614.356445
	Iteration 32Q: 3 clusters Score -6136264 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -6136296.500000 Penalty: 3614.356445
	Iteration 33Q: 3 clusters Score -6136296 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -6136365.000000 Penalty: 3614.356445
	Iteration 34Q: 3 clusters Score -6136365 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -6136422.500000 Penalty: 3614.356445
	Iteration 35Q: 3 clusters Score -6136422 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -6136477.000000 Penalty: 3614.356445
	Iteration 36Q: 3 clusters Score -6136477 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -6136516.000000 Penalty: 3614.356445
	Iteration 37Q: 3 clusters Score -6136516 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -6136536.500000 Penalty: 3614.356445
	Iteration 38Q: 3 clusters Score -6136536 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -6136609.000000 Penalty: 3614.356445
	Iteration 39Q: 3 clusters Score -6136609 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -6136648.000000 Penalty: 3614.356445
	Iteration 40F: 3 clusters Score -6136648 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -6136688.500000 Penalty: 3614.356445
	Iteration 41Q: 3 clusters Score -6136688 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -6136751.000000 Penalty: 3614.356445
	Iteration 42Q: 3 clusters Score -6136751 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -6136819.000000 Penalty: 3614.356445
	Iteration 43Q: 3 clusters Score -6136819 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -6136909.500000 Penalty: 3614.356445
	Iteration 44Q: 3 clusters Score -6136910 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -6136943.000000 Penalty: 3614.356445
	Iteration 45Q: 3 clusters Score -6136943 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -6137052.000000 Penalty: 3614.356445
	Iteration 46Q: 3 clusters Score -6137052 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -6137121.500000 Penalty: 3614.356445
	Iteration 47Q: 3 clusters Score -6137122 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -6137237.500000 Penalty: 3614.356445
	Iteration 48Q: 3 clusters Score -6137238 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -6137330.500000 Penalty: 3614.356445
	Iteration 49Q: 3 clusters Score -6137330 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -6137455.500000 Penalty: 3614.356445
	Iteration 50Q: 3 clusters Score -6137456 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -6137601.000000 Penalty: 3614.356445
	Iteration 51Q: 3 clusters Score -6137601 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -6137725.000000 Penalty: 3614.356445
	Iteration 52Q: 3 clusters Score -6137725 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -6137846.500000 Penalty: 3614.356445
	Iteration 53Q: 3 clusters Score -6137846 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -6137966.000000 Penalty: 3614.356445
	Iteration 54Q: 3 clusters Score -6137966 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -6138090.500000 Penalty: 3614.356445
	Iteration 55Q: 3 clusters Score -6138090 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -6138225.500000 Penalty: 3614.356445
	Iteration 56Q: 3 clusters Score -6138226 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -6138367.500000 Penalty: 3614.356445
	Iteration 57Q: 3 clusters Score -6138368 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -6138531.000000 Penalty: 3614.356445
	Iteration 58Q: 3 clusters Score -6138531 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -6138680.500000 Penalty: 3614.356445
	Iteration 59Q: 3 clusters Score -6138680 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -6138860.500000 Penalty: 3614.356445
	Iteration 60F: 3 clusters Score -6138860 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -6138999.000000 Penalty: 3614.356445
	Iteration 61Q: 3 clusters Score -6138999 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6139184.000000 Penalty: 3614.356445
	Iteration 62Q: 3 clusters Score -6139184 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -6139332.500000 Penalty: 3614.356445
	Iteration 63Q: 3 clusters Score -6139332 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6139480.500000 Penalty: 3614.356445
	Iteration 64Q: 3 clusters Score -6139480 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6139604.500000 Penalty: 3614.356445
	Iteration 65Q: 3 clusters Score -6139604 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6139709.000000 Penalty: 3614.356445
	Iteration 66Q: 3 clusters Score -6139709 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6139805.000000 Penalty: 3614.356445
	Iteration 67Q: 3 clusters Score -6139805 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6139863.000000 Penalty: 3614.356445
	Iteration 68Q: 3 clusters Score -6139863 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6139906.500000 Penalty: 3614.356445
	Iteration 69Q: 3 clusters Score -6139906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65611 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6139933.500000 Penalty: 3614.356445
	Iteration 70Q: 3 clusters Score -6139934 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6139963.000000 Penalty: 3614.356445
	Iteration 71Q: 3 clusters Score -6139963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6140000.000000 Penalty: 3614.356445
	Iteration 72Q: 3 clusters Score -6140000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65743 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6140001.000000 Penalty: 3614.356445
	Iteration 73Q: 3 clusters Score -6140001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6140025.500000 Penalty: 3614.356445
	Iteration 74Q: 3 clusters Score -6140026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6140019.500000 Penalty: 3614.356445
	Iteration 75Q: 3 clusters Score -6140020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6140038.000000 Penalty: 3614.356445
	Iteration 76Q: 3 clusters Score -6140038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6140045.500000 Penalty: 3614.356445
	Iteration 77Q: 3 clusters Score -6140046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6140054.000000 Penalty: 3614.356445
	Iteration 78Q: 3 clusters Score -6140054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6140061.500000 Penalty: 3614.356445
	Iteration 79Q: 3 clusters Score -6140062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6140063.500000 Penalty: 3614.356445
	Iteration 80F: 3 clusters Score -6140064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6140055.000000 Penalty: 3614.356445
	Iteration 81Q: 3 clusters Score -6140055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6140068.500000 Penalty: 3614.356445
	Iteration 82Q: 3 clusters Score -6140068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6140071.000000 Penalty: 3614.356445
	Iteration 83Q: 3 clusters Score -6140071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6140072.000000 Penalty: 3614.356445
	Iteration 84Q: 3 clusters Score -6140072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6140073.500000 Penalty: 3614.356445
	Iteration 85Q: 3 clusters Score -6140074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6140085.000000 Penalty: 3614.356445
	Iteration 86Q: 3 clusters Score -6140085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6140085.500000 Penalty: 3614.356445
	Iteration 87Q: 3 clusters Score -6140086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6140083.500000 Penalty: 3614.356445
	Iteration 88Q: 3 clusters Score -6140084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6140085.000000 Penalty: 3614.356445
	Iteration 89Q: 3 clusters Score -6140085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6140090.500000 Penalty: 3614.356445
	Iteration 90Q: 3 clusters Score -6140090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6140086.000000 Penalty: 3614.356445
	Iteration 91Q: 3 clusters Score -6140086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6140087.000000 Penalty: 3614.356445
	Iteration 92Q: 3 clusters Score -6140087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6140084.000000 Penalty: 3614.356445
	Iteration 93Q: 3 clusters Score -6140084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6140087.000000 Penalty: 3614.356445
	Iteration 94Q: 3 clusters Score -6140087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6140085.500000 Penalty: 3614.356445
	Iteration 95Q: 3 clusters Score -6140086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6140083.000000 Penalty: 3614.356445
	Iteration 96Q: 3 clusters Score -6140083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6140091.500000 Penalty: 3614.356445
	Iteration 97Q: 3 clusters Score -6140092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6140093.500000 Penalty: 3614.356445
	Iteration 98Q: 3 clusters Score -6140094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6140102.000000 Penalty: 3614.356445
	Iteration 99Q: 3 clusters Score -6140102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6140106.500000 Penalty: 3614.356445
	Iteration 100F: 3 clusters Score -6140106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6140104.000000 Penalty: 3614.356445
	Iteration 101Q: 3 clusters Score -6140104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6140121.500000 Penalty: 3614.356445
	Iteration 102Q: 3 clusters Score -6140122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6140136.000000 Penalty: 3614.356445
	Iteration 103Q: 3 clusters Score -6140136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6140147.500000 Penalty: 3614.356445
	Iteration 104Q: 3 clusters Score -6140148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6140158.500000 Penalty: 3614.356445
	Iteration 105Q: 3 clusters Score -6140158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6140177.500000 Penalty: 3614.356445
	Iteration 106Q: 3 clusters Score -6140178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6140179.000000 Penalty: 3614.356445
	Iteration 107Q: 3 clusters Score -6140179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6140176.500000 Penalty: 3614.356445
	Iteration 108Q: 3 clusters Score -6140176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6140178.000000 Penalty: 3614.356445
	Iteration 109Q: 3 clusters Score -6140178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6140187.500000 Penalty: 3614.356445
	Iteration 110Q: 3 clusters Score -6140188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6140203.500000 Penalty: 3614.356445
	Iteration 111Q: 3 clusters Score -6140204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6140203.000000 Penalty: 3614.356445
	Iteration 112Q: 3 clusters Score -6140203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6140202.000000 Penalty: 3614.356445
	Iteration 113Q: 3 clusters Score -6140202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6140201.000000 Penalty: 3614.356445
	Iteration 114Q: 3 clusters Score -6140201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6140202.500000 Penalty: 3614.356445
	Iteration 115Q: 3 clusters Score -6140202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6140204.000000 Penalty: 3614.356445
	Iteration 116Q: 3 clusters Score -6140204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6140209.000000 Penalty: 3614.356445
	Iteration 117Q: 3 clusters Score -6140209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6140212.000000 Penalty: 3614.356445
	Iteration 118Q: 3 clusters Score -6140212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6140211.500000 Penalty: 3614.356445
	Iteration 119Q: 3 clusters Score -6140212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6140212.500000 Penalty: 3614.356445
	Iteration 120F: 3 clusters Score -6140212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6140204.000000 Penalty: 3614.356445
	Iteration 121Q: 3 clusters Score -6140204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6140206.500000 Penalty: 3614.356445
	Iteration 122Q: 3 clusters Score -6140206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6140209.000000 Penalty: 3614.356445
	Iteration 123Q: 3 clusters Score -6140209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6140212.500000 Penalty: 3614.356445
	Iteration 124Q: 3 clusters Score -6140212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6140212.500000 Penalty: 3614.356445
	Iteration 125F: 3 clusters Score -6140212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -207412.968750 Penalty: 1262.042725
	Iteration 0F: 2 clusters Score -207413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -205064.046875 Penalty: 2524.085449
	Iteration 0F: 3 clusters Score -205064 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -205645.687500 Penalty: 2524.085449
	Iteration 1F: 3 clusters Score -205645.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -205848.656250 Penalty: 2524.085449
	Iteration 2F: 3 clusters Score -205848.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -206032.625000 Penalty: 2524.085449
	Iteration 3F: 3 clusters Score -206032.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -206182.359375 Penalty: 2524.085449
	Iteration 4F: 3 clusters Score -206182.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -206295.828125 Penalty: 2524.085449
	Iteration 5F: 3 clusters Score -206295.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -206398.796875 Penalty: 2524.085449
	Iteration 6Q: 3 clusters Score -206398.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -206473.531250 Penalty: 2524.085449
	Iteration 7Q: 3 clusters Score -206473.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -206534.875000 Penalty: 2524.085449
	Iteration 8Q: 3 clusters Score -206534.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -206590.171875 Penalty: 2524.085449
	Iteration 9Q: 3 clusters Score -206590.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -206628.984375 Penalty: 2524.085449
	Iteration 10Q: 3 clusters Score -206629 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -206662.015625 Penalty: 2524.085449
	Iteration 11Q: 3 clusters Score -206662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -206686.750000 Penalty: 2524.085449
	Iteration 12Q: 3 clusters Score -206686.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -206703.156250 Penalty: 2524.085449
	Iteration 13Q: 3 clusters Score -206703.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -206709.109375 Penalty: 2524.085449
	Iteration 14Q: 3 clusters Score -206709.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -206712.093750 Penalty: 2524.085449
	Iteration 15Q: 3 clusters Score -206712.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -206715.187500 Penalty: 2524.085449
	Iteration 16Q: 3 clusters Score -206715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -206717.421875 Penalty: 2524.085449
	Iteration 17Q: 3 clusters Score -206717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -206717.578125 Penalty: 2524.085449
	Iteration 18Q: 3 clusters Score -206717.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -206717.578125 Penalty: 2524.085449
	Iteration 19F: 3 clusters Score -206717.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Entering Unmasked Estep 
Score: -2011385.000000 Penalty: 1621.725098
	Iteration 0F: 2 clusters Score -2011385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1996815.500000 Penalty: 3243.450195
	Iteration 0F: 3 clusters Score -1996816 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2002182.125000 Penalty: 3243.450195
	Iteration 1F: 3 clusters Score -2002182 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2002587.250000 Penalty: 3243.450195
	Iteration 2Q: 3 clusters Score -2002587 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2002985.125000 Penalty: 3243.450195
	Iteration 3Q: 3 clusters Score -2002985 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2003367.375000 Penalty: 3243.450195
	Iteration 4Q: 3 clusters Score -2003367 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2003760.500000 Penalty: 3243.450195
	Iteration 5Q: 3 clusters Score -2003760 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2004185.250000 Penalty: 3243.450195
	Iteration 6Q: 3 clusters Score -2004185 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2004670.875000 Penalty: 3243.450195
	Iteration 7Q: 3 clusters Score -2004671 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2005243.875000 Penalty: 3243.450195
	Iteration 8Q: 3 clusters Score -2005244 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2005814.375000 Penalty: 3243.450195
	Iteration 9Q: 3 clusters Score -2005814 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2006464.375000 Penalty: 3243.450195
	Iteration 10Q: 3 clusters Score -2006464 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2007083.375000 Penalty: 3243.450195
	Iteration 11Q: 3 clusters Score -2007083 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2007559.000000 Penalty: 3243.450195
	Iteration 12Q: 3 clusters Score -2007559 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2007920.750000 Penalty: 3243.450195
	Iteration 13Q: 3 clusters Score -2007921 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2008183.375000 Penalty: 3243.450195
	Iteration 14Q: 3 clusters Score -2008183 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2008422.500000 Penalty: 3243.450195
	Iteration 15Q: 3 clusters Score -2008422 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2008635.000000 Penalty: 3243.450195
	Iteration 16Q: 3 clusters Score -2008635 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2008844.750000 Penalty: 3243.450195
	Iteration 17Q: 3 clusters Score -2008845 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2009032.625000 Penalty: 3243.450195
	Iteration 18Q: 3 clusters Score -2009033 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2009186.625000 Penalty: 3243.450195
	Iteration 19Q: 3 clusters Score -2009187 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2009331.125000 Penalty: 3243.450195
	Iteration 20F: 3 clusters Score -2009331 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2009453.250000 Penalty: 3243.450195
	Iteration 21Q: 3 clusters Score -2009453 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2009595.625000 Penalty: 3243.450195
	Iteration 22Q: 3 clusters Score -2009596 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2009716.000000 Penalty: 3243.450195
	Iteration 23Q: 3 clusters Score -2009716 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2009796.000000 Penalty: 3243.450195
	Iteration 24Q: 3 clusters Score -2009796 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2009858.625000 Penalty: 3243.450195
	Iteration 25Q: 3 clusters Score -2009859 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2009937.250000 Penalty: 3243.450195
	Iteration 26Q: 3 clusters Score -2009937 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2010000.125000 Penalty: 3243.450195
	Iteration 27Q: 3 clusters Score -2010000 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2010045.750000 Penalty: 3243.450195
	Iteration 28Q: 3 clusters Score -2010046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2010081.875000 Penalty: 3243.450195
	Iteration 29Q: 3 clusters Score -2010082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2010112.250000 Penalty: 3243.450195
	Iteration 30Q: 3 clusters Score -2010112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2010140.750000 Penalty: 3243.450195
	Iteration 31Q: 3 clusters Score -2010141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2010166.500000 Penalty: 3243.450195
	Iteration 32Q: 3 clusters Score -2010166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2010184.125000 Penalty: 3243.450195
	Iteration 33Q: 3 clusters Score -2010184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2010195.875000 Penalty: 3243.450195
	Iteration 34Q: 3 clusters Score -2010196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2010204.750000 Penalty: 3243.450195
	Iteration 35Q: 3 clusters Score -2010205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2010213.875000 Penalty: 3243.450195
	Iteration 36Q: 3 clusters Score -2010214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2010220.500000 Penalty: 3243.450195
	Iteration 37Q: 3 clusters Score -2010220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2010220.750000 Penalty: 3243.450195
	Iteration 38Q: 3 clusters Score -2010221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2010227.750000 Penalty: 3243.450195
	Iteration 39Q: 3 clusters Score -2010228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2010237.750000 Penalty: 3243.450195
	Iteration 40F: 3 clusters Score -2010238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2010240.000000 Penalty: 3243.450195
	Iteration 41Q: 3 clusters Score -2010240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2010244.625000 Penalty: 3243.450195
	Iteration 42Q: 3 clusters Score -2010245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2010244.250000 Penalty: 3243.450195
	Iteration 43Q: 3 clusters Score -2010244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2010246.375000 Penalty: 3243.450195
	Iteration 44Q: 3 clusters Score -2010246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2010246.375000 Penalty: 3243.450195
	Iteration 45F: 3 clusters Score -2010246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Entering Unmasked Estep 
Score: -529700.312500 Penalty: 1412.338623
	Iteration 0F: 2 clusters Score -529700.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -525212.875000 Penalty: 2824.677246
	Iteration 0F: 3 clusters Score -525212.9 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -526527.312500 Penalty: 2824.677246
	Iteration 1F: 3 clusters Score -526527.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -526802.250000 Penalty: 2824.677246
	Iteration 2F: 3 clusters Score -526802.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -527113.562500 Penalty: 2824.677246
	Iteration 3F: 3 clusters Score -527113.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -527448.187500 Penalty: 2824.677246
	Iteration 4F: 3 clusters Score -527448.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -527775.250000 Penalty: 2824.677246
	Iteration 5F: 3 clusters Score -527775.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -528095.750000 Penalty: 2824.677246
	Iteration 6F: 3 clusters Score -528095.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -528429.625000 Penalty: 2824.677246
	Iteration 7F: 3 clusters Score -528429.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -528688.062500 Penalty: 2824.677246
	Iteration 8F: 3 clusters Score -528688.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -528859.687500 Penalty: 2824.677246
	Iteration 9Q: 3 clusters Score -528859.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -528984.437500 Penalty: 2824.677246
	Iteration 10Q: 3 clusters Score -528984.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -529066.625000 Penalty: 2824.677246
	Iteration 11Q: 3 clusters Score -529066.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -529123.937500 Penalty: 2824.677246
	Iteration 12Q: 3 clusters Score -529123.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -529174.437500 Penalty: 2824.677246
	Iteration 13Q: 3 clusters Score -529174.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -529201.250000 Penalty: 2824.677246
	Iteration 14Q: 3 clusters Score -529201.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -529228.312500 Penalty: 2824.677246
	Iteration 15Q: 3 clusters Score -529228.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -529259.937500 Penalty: 2824.677246
	Iteration 16Q: 3 clusters Score -529259.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -529285.125000 Penalty: 2824.677246
	Iteration 17Q: 3 clusters Score -529285.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -529300.250000 Penalty: 2824.677246
	Iteration 18Q: 3 clusters Score -529300.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -529317.437500 Penalty: 2824.677246
	Iteration 19Q: 3 clusters Score -529317.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -529332.250000 Penalty: 2824.677246
	Iteration 20F: 3 clusters Score -529332.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -529338.625000 Penalty: 2824.677246
	Iteration 21Q: 3 clusters Score -529338.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -529344.312500 Penalty: 2824.677246
	Iteration 22Q: 3 clusters Score -529344.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -529347.812500 Penalty: 2824.677246
	Iteration 23Q: 3 clusters Score -529347.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -529349.500000 Penalty: 2824.677246
	Iteration 24Q: 3 clusters Score -529349.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -529350.250000 Penalty: 2824.677246
	Iteration 25Q: 3 clusters Score -529350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -529350.375000 Penalty: 2824.677246
	Iteration 26Q: 3 clusters Score -529350.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -529350.375000 Penalty: 2824.677246
	Iteration 27F: 3 clusters Score -529350.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -137430.546875 Penalty: 1187.964355
	Iteration 0F: 2 clusters Score -137430.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -135665.468750 Penalty: 2375.928711
	Iteration 0F: 3 clusters Score -135665.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -136020.031250 Penalty: 2375.928711
	Iteration 1F: 3 clusters Score -136020 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -136113.828125 Penalty: 2375.928711
	Iteration 2F: 3 clusters Score -136113.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -136159.234375 Penalty: 2375.928711
	Iteration 3Q: 3 clusters Score -136159.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -136184.218750 Penalty: 2375.928711
	Iteration 4Q: 3 clusters Score -136184.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -136201.953125 Penalty: 2375.928711
	Iteration 5Q: 3 clusters Score -136202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -136212.593750 Penalty: 2375.928711
	Iteration 6Q: 3 clusters Score -136212.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -136219.468750 Penalty: 2375.928711
	Iteration 7Q: 3 clusters Score -136219.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -136226.734375 Penalty: 2375.928711
	Iteration 8Q: 3 clusters Score -136226.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -136233.000000 Penalty: 2375.928711
	Iteration 9Q: 3 clusters Score -136233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -136239.312500 Penalty: 2375.928711
	Iteration 10Q: 3 clusters Score -136239.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -136243.515625 Penalty: 2375.928711
	Iteration 11Q: 3 clusters Score -136243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -136245.828125 Penalty: 2375.928711
	Iteration 12Q: 3 clusters Score -136245.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -136245.828125 Penalty: 2375.928711
	Iteration 13F: 3 clusters Score -136245.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Entering Unmasked Estep 
Score: -3576739.000000 Penalty: 1705.723389
	Iteration 0F: 2 clusters Score -3576739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3552571.000000 Penalty: 3411.446777
	Iteration 0F: 3 clusters Score -3552571 nChanged 16793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3562039.000000 Penalty: 3411.446777
	Iteration 1F: 3 clusters Score -3562039 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3562486.750000 Penalty: 3411.446777
	Iteration 2Q: 3 clusters Score -3562487 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3562988.000000 Penalty: 3411.446777
	Iteration 3Q: 3 clusters Score -3562988 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3563644.750000 Penalty: 3411.446777
	Iteration 4Q: 3 clusters Score -3563645 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3564635.750000 Penalty: 3411.446777
	Iteration 5F: 3 clusters Score -3564636 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3566286.250000 Penalty: 3411.446777
	Iteration 6F: 3 clusters Score -3566286 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3568523.000000 Penalty: 3411.446777
	Iteration 7F: 3 clusters Score -3568523 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -3570951.250000 Penalty: 3411.446777
	Iteration 8F: 3 clusters Score -3570951 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -3572823.500000 Penalty: 3411.446777
	Iteration 9F: 3 clusters Score -3572824 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -3573949.000000 Penalty: 3411.446777
	Iteration 10Q: 3 clusters Score -3573949 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -3574498.750000 Penalty: 3411.446777
	Iteration 11Q: 3 clusters Score -3574499 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -3574817.250000 Penalty: 3411.446777
	Iteration 12Q: 3 clusters Score -3574817 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -3574965.750000 Penalty: 3411.446777
	Iteration 13Q: 3 clusters Score -3574966 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -3575063.000000 Penalty: 3411.446777
	Iteration 14Q: 3 clusters Score -3575063 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -3575142.000000 Penalty: 3411.446777
	Iteration 15Q: 3 clusters Score -3575142 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -3575207.000000 Penalty: 3411.446777
	Iteration 16Q: 3 clusters Score -3575207 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -3575251.000000 Penalty: 3411.446777
	Iteration 17Q: 3 clusters Score -3575251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -3575269.000000 Penalty: 3411.446777
	Iteration 18Q: 3 clusters Score -3575269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -3575285.000000 Penalty: 3411.446777
	Iteration 19Q: 3 clusters Score -3575285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -3575300.250000 Penalty: 3411.446777
	Iteration 20F: 3 clusters Score -3575300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -3575315.000000 Penalty: 3411.446777
	Iteration 21Q: 3 clusters Score -3575315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -3575327.250000 Penalty: 3411.446777
	Iteration 22Q: 3 clusters Score -3575327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -3575344.250000 Penalty: 3411.446777
	Iteration 23Q: 3 clusters Score -3575344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -3575347.250000 Penalty: 3411.446777
	Iteration 24Q: 3 clusters Score -3575347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -3575353.500000 Penalty: 3411.446777
	Iteration 25Q: 3 clusters Score -3575354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -3575358.500000 Penalty: 3411.446777
	Iteration 26Q: 3 clusters Score -3575358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -3575364.500000 Penalty: 3411.446777
	Iteration 27Q: 3 clusters Score -3575364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -3575362.750000 Penalty: 3411.446777
	Iteration 28Q: 3 clusters Score -3575363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -3575370.250000 Penalty: 3411.446777
	Iteration 29Q: 3 clusters Score -3575370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -3575364.250000 Penalty: 3411.446777
	Iteration 30Q: 3 clusters Score -3575364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -3575369.000000 Penalty: 3411.446777
	Iteration 31Q: 3 clusters Score -3575369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -3575370.500000 Penalty: 3411.446777
	Iteration 32Q: 3 clusters Score -3575370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -3575369.500000 Penalty: 3411.446777
	Iteration 33Q: 3 clusters Score -3575370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -3575373.250000 Penalty: 3411.446777
	Iteration 34Q: 3 clusters Score -3575373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -3575372.500000 Penalty: 3411.446777
	Iteration 35Q: 3 clusters Score -3575372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -3575372.500000 Penalty: 3411.446777
	Iteration 36Q: 3 clusters Score -3575372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -3575372.500000 Penalty: 3411.446777
	Iteration 37F: 3 clusters Score -3575372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86968 members 
Entering Unmasked Estep 
Score: -7974145.500000 Penalty: 1848.160522
	Iteration 0F: 2 clusters Score -7974146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -7916190.500000 Penalty: 3696.321045
	Iteration 0F: 3 clusters Score -7916190 nChanged 41485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -7939926.000000 Penalty: 3696.321045
	Iteration 1F: 3 clusters Score -7939926 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -7940743.000000 Penalty: 3696.321045
	Iteration 2Q: 3 clusters Score -7940743 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -7942012.000000 Penalty: 3696.321045
	Iteration 3Q: 3 clusters Score -7942012 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -7943879.000000 Penalty: 3696.321045
	Iteration 4Q: 3 clusters Score -7943879 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -7946483.500000 Penalty: 3696.321045
	Iteration 5F: 3 clusters Score -7946484 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -7949884.000000 Penalty: 3696.321045
	Iteration 6F: 3 clusters Score -7949884 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -7953465.500000 Penalty: 3696.321045
	Iteration 7F: 3 clusters Score -7953466 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -7956799.000000 Penalty: 3696.321045
	Iteration 8F: 3 clusters Score -7956799 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -7959707.500000 Penalty: 3696.321045
	Iteration 9F: 3 clusters Score -7959708 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -7962406.000000 Penalty: 3696.321045
	Iteration 10Q: 3 clusters Score -7962406 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -7964789.000000 Penalty: 3696.321045
	Iteration 11Q: 3 clusters Score -7964789 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 79347 members 
Entering Unmasked Estep 
Score: -7966953.000000 Penalty: 3696.321045
	Iteration 12Q: 3 clusters Score -7966953 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 81867 members 
Entering Unmasked Estep 
Score: -7968862.000000 Penalty: 3696.321045
	Iteration 13Q: 3 clusters Score -7968862 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
Score: -7970268.500000 Penalty: 3696.321045
	Iteration 14Q: 3 clusters Score -7970268 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
Score: -7971305.500000 Penalty: 3696.321045
	Iteration 15Q: 3 clusters Score -7971306 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
Score: -7971891.500000 Penalty: 3696.321045
	Iteration 16Q: 3 clusters Score -7971892 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 86173 members 
Entering Unmasked Estep 
Score: -7972180.000000 Penalty: 3696.321045
	Iteration 17Q: 3 clusters Score -7972180 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 86342 members 
Entering Unmasked Estep 
Score: -7972310.000000 Penalty: 3696.321045
	Iteration 18Q: 3 clusters Score -7972310 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -7972382.000000 Penalty: 3696.321045
	Iteration 19Q: 3 clusters Score -7972382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 86512 members 
Entering Unmasked Estep 
Score: -7972456.000000 Penalty: 3696.321045
	Iteration 20F: 3 clusters Score -7972456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -7972501.000000 Penalty: 3696.321045
	Iteration 21Q: 3 clusters Score -7972501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -7972509.500000 Penalty: 3696.321045
	Iteration 22Q: 3 clusters Score -7972510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -7972540.000000 Penalty: 3696.321045
	Iteration 23Q: 3 clusters Score -7972540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -7972556.500000 Penalty: 3696.321045
	Iteration 24Q: 3 clusters Score -7972556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 86635 members 
Entering Unmasked Estep 
Score: -7972569.000000 Penalty: 3696.321045
	Iteration 25Q: 3 clusters Score -7972569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 86645 members 
Entering Unmasked Estep 
Score: -7972581.000000 Penalty: 3696.321045
	Iteration 26Q: 3 clusters Score -7972581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 86655 members 
Entering Unmasked Estep 
Score: -7972591.000000 Penalty: 3696.321045
	Iteration 27Q: 3 clusters Score -7972591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -7972596.500000 Penalty: 3696.321045
	Iteration 28Q: 3 clusters Score -7972596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 86664 members 
Entering Unmasked Estep 
Score: -7972608.500000 Penalty: 3696.321045
	Iteration 29Q: 3 clusters Score -7972608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -7972605.000000 Penalty: 3696.321045
	Iteration 30Q: 3 clusters Score -7972605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 86666 members 
Entering Unmasked Estep 
Score: -7972602.500000 Penalty: 3696.321045
	Iteration 31Q: 3 clusters Score -7972602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 86666 members 
Entering Unmasked Estep 
Score: -7972602.500000 Penalty: 3696.321045
	Iteration 32F: 3 clusters Score -7972602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Entering Unmasked Estep 
Score: -1465845.750000 Penalty: 1569.430542
	Iteration 0F: 2 clusters Score -1465846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1455046.250000 Penalty: 3138.861084
	Iteration 0F: 3 clusters Score -1455046 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1458901.250000 Penalty: 3138.861084
	Iteration 1F: 3 clusters Score -1458901 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1459182.625000 Penalty: 3138.861084
	Iteration 2F: 3 clusters Score -1459183 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1459417.000000 Penalty: 3138.861084
	Iteration 3Q: 3 clusters Score -1459417 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1459671.000000 Penalty: 3138.861084
	Iteration 4Q: 3 clusters Score -1459671 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1459978.250000 Penalty: 3138.861084
	Iteration 5Q: 3 clusters Score -1459978 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1460400.250000 Penalty: 3138.861084
	Iteration 6Q: 3 clusters Score -1460400 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1460952.250000 Penalty: 3138.861084
	Iteration 7F: 3 clusters Score -1460952 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1461687.375000 Penalty: 3138.861084
	Iteration 8F: 3 clusters Score -1461687 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1462470.500000 Penalty: 3138.861084
	Iteration 9F: 3 clusters Score -1462470 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1463242.125000 Penalty: 3138.861084
	Iteration 10F: 3 clusters Score -1463242 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1463840.000000 Penalty: 3138.861084
	Iteration 11Q: 3 clusters Score -1463840 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1464157.250000 Penalty: 3138.861084
	Iteration 12Q: 3 clusters Score -1464157 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1464315.250000 Penalty: 3138.861084
	Iteration 13Q: 3 clusters Score -1464315 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1464391.250000 Penalty: 3138.861084
	Iteration 14Q: 3 clusters Score -1464391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1464423.875000 Penalty: 3138.861084
	Iteration 15Q: 3 clusters Score -1464424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1464441.000000 Penalty: 3138.861084
	Iteration 16Q: 3 clusters Score -1464441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1464456.750000 Penalty: 3138.861084
	Iteration 17Q: 3 clusters Score -1464457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1464462.500000 Penalty: 3138.861084
	Iteration 18Q: 3 clusters Score -1464462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1464461.500000 Penalty: 3138.861084
	Iteration 19Q: 3 clusters Score -1464462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1464461.500000 Penalty: 3138.861084
	Iteration 20F: 3 clusters Score -1464462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Entering Unmasked Estep 
Score: -7583504.500000 Penalty: 1827.623535
	Iteration 0F: 2 clusters Score -7583504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -7532844.000000 Penalty: 3655.247070
	Iteration 0F: 3 clusters Score -7532844 nChanged 36342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -7553561.000000 Penalty: 3655.247070
	Iteration 1F: 3 clusters Score -7553561 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -7554153.500000 Penalty: 3655.247070
	Iteration 2Q: 3 clusters Score -7554154 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -7554985.000000 Penalty: 3655.247070
	Iteration 3Q: 3 clusters Score -7554985 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -7556160.000000 Penalty: 3655.247070
	Iteration 4Q: 3 clusters Score -7556160 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -7558136.500000 Penalty: 3655.247070
	Iteration 5Q: 3 clusters Score -7558136 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -7561446.500000 Penalty: 3655.247070
	Iteration 6F: 3 clusters Score -7561446 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -7566655.500000 Penalty: 3655.247070
	Iteration 7F: 3 clusters Score -7566656 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -7572976.000000 Penalty: 3655.247070
	Iteration 8F: 3 clusters Score -7572976 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -7578010.500000 Penalty: 3655.247070
	Iteration 9F: 3 clusters Score -7578010 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75256 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7580600.000000 Penalty: 3655.247070
	Iteration 10Q: 3 clusters Score -7580600 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76181 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7581468.000000 Penalty: 3655.247070
	Iteration 11Q: 3 clusters Score -7581468 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7581699.000000 Penalty: 3655.247070
	Iteration 12Q: 3 clusters Score -7581699 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7581791.500000 Penalty: 3655.247070
	Iteration 13Q: 3 clusters Score -7581792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7581829.000000 Penalty: 3655.247070
	Iteration 14Q: 3 clusters Score -7581829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7581862.500000 Penalty: 3655.247070
	Iteration 15Q: 3 clusters Score -7581862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76503 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7581880.000000 Penalty: 3655.247070
	Iteration 16Q: 3 clusters Score -7581880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7581887.000000 Penalty: 3655.247070
	Iteration 17Q: 3 clusters Score -7581887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7581889.500000 Penalty: 3655.247070
	Iteration 18Q: 3 clusters Score -7581890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7581889.500000 Penalty: 3655.247070
	Iteration 19F: 3 clusters Score -7581890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11328 members 
Mstep: Class 5 contains 193399 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 10531 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 17985 members 
Mstep: Class 11 contains 13335 members 
Mstep: Class 12 contains 8403 members 
Mstep: Class 13 contains 67582 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 21587 members 
Mstep: Class 16 contains 5951 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36198 members 
Mstep: Class 19 contains 86968 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 76643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856856.000000 Penalty: 45368.945312
Iteration 199Q: 22 clusters Score -5.385686e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11328 members 
Mstep: Class 5 contains 193544 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 10520 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 17976 members 
Mstep: Class 11 contains 13337 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 13 contains 67580 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 21495 members 
Mstep: Class 16 contains 5955 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 36199 members 
Mstep: Class 19 contains 86970 members 
Mstep: Class 21 contains 15607 members 
Mstep: Class 22 contains 76644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856840.000000 Penalty: 45368.945312
Iteration 200F: 22 clusters Score -5.385684e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11330 members 
Mstep: Class 5 contains 193669 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 10509 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 17964 members 
Mstep: Class 11 contains 13340 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 13 contains 67587 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 21419 members 
Mstep: Class 16 contains 5959 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 36200 members 
Mstep: Class 19 contains 86972 members 
Mstep: Class 21 contains 15561 members 
Mstep: Class 22 contains 76644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856832.000000 Penalty: 45368.945312
Iteration 201Q: 22 clusters Score -5.385683e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11331 members 
Mstep: Class 5 contains 193780 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 10498 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 17959 members 
Mstep: Class 11 contains 13346 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 13 contains 67597 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 21339 members 
Mstep: Class 16 contains 5959 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 36200 members 
Mstep: Class 19 contains 86970 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 76644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856768.000000 Penalty: 45368.945312
Iteration 202Q: 22 clusters Score -5.385677e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11333 members 
Mstep: Class 5 contains 193895 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 10490 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 17953 members 
Mstep: Class 11 contains 13349 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 13 contains 67609 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 21257 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 36198 members 
Mstep: Class 19 contains 86972 members 
Mstep: Class 21 contains 15500 members 
Mstep: Class 22 contains 76644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856784.000000 Penalty: 45368.945312
Iteration 203Q: 22 clusters Score -5.385678e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11333 members 
Mstep: Class 5 contains 194030 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 10488 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 17949 members 
Mstep: Class 11 contains 13348 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 67617 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 21158 members 
Mstep: Class 16 contains 5962 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 36199 members 
Mstep: Class 19 contains 86972 members 
Mstep: Class 21 contains 15463 members 
Mstep: Class 22 contains 76644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856784.000000 Penalty: 45368.945312
Iteration 204Q: 22 clusters Score -5.385678e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11333 members 
Mstep: Class 5 contains 194160 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 10486 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 17941 members 
Mstep: Class 11 contains 13339 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 67618 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 21077 members 
Mstep: Class 16 contains 5965 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 36197 members 
Mstep: Class 19 contains 86970 members 
Mstep: Class 21 contains 15432 members 
Mstep: Class 22 contains 76645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856892.000000 Penalty: 45368.945312
Iteration 205Q: 22 clusters Score -5.385689e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11332 members 
Mstep: Class 5 contains 194294 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 10480 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 17928 members 
Mstep: Class 11 contains 13336 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 13 contains 67623 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20988 members 
Mstep: Class 16 contains 5968 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36194 members 
Mstep: Class 19 contains 86969 members 
Mstep: Class 21 contains 15403 members 
Mstep: Class 22 contains 76645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856900.000000 Penalty: 45368.945312
Iteration 206Q: 22 clusters Score -5.38569e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11332 members 
Mstep: Class 5 contains 194427 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 10480 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 17914 members 
Mstep: Class 11 contains 13335 members 
Mstep: Class 12 contains 8403 members 
Mstep: Class 13 contains 67629 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20905 members 
Mstep: Class 16 contains 5966 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36194 members 
Mstep: Class 19 contains 86968 members 
Mstep: Class 21 contains 15365 members 
Mstep: Class 22 contains 76646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856808.000000 Penalty: 45368.945312
Iteration 207Q: 22 clusters Score -5.385681e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11333 members 
Mstep: Class 5 contains 194558 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 10482 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 17900 members 
Mstep: Class 11 contains 13336 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 67632 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20814 members 
Mstep: Class 16 contains 5965 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36197 members 
Mstep: Class 19 contains 86969 members 
Mstep: Class 21 contains 15330 members 
Mstep: Class 22 contains 76646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856808.000000 Penalty: 45368.945312
Iteration 208Q: 22 clusters Score -5.385681e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 194688 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 10481 members 
Mstep: Class 9 contains 9035 members 
Mstep: Class 10 contains 17887 members 
Mstep: Class 11 contains 13339 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 67633 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20722 members 
Mstep: Class 16 contains 5965 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36200 members 
Mstep: Class 19 contains 86968 members 
Mstep: Class 21 contains 15300 members 
Mstep: Class 22 contains 76645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856792.000000 Penalty: 45368.945312
Iteration 209Q: 22 clusters Score -5.385679e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11337 members 
Mstep: Class 5 contains 194819 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 10481 members 
Mstep: Class 9 contains 9035 members 
Mstep: Class 10 contains 17872 members 
Mstep: Class 11 contains 13342 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 67634 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20632 members 
Mstep: Class 16 contains 5965 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36202 members 
Mstep: Class 19 contains 86967 members 
Mstep: Class 21 contains 15265 members 
Mstep: Class 22 contains 76643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856692.000000 Penalty: 45368.945312
Iteration 210Q: 22 clusters Score -5.385669e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11337 members 
Mstep: Class 5 contains 194949 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10480 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 17856 members 
Mstep: Class 11 contains 13345 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 67637 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20550 members 
Mstep: Class 16 contains 5965 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36204 members 
Mstep: Class 19 contains 86966 members 
Mstep: Class 21 contains 15228 members 
Mstep: Class 22 contains 76641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856716.000000 Penalty: 45368.945312
Iteration 211Q: 22 clusters Score -5.385672e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11333 members 
Mstep: Class 5 contains 195070 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 9 contains 9035 members 
Mstep: Class 10 contains 17843 members 
Mstep: Class 11 contains 13342 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 67632 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20495 members 
Mstep: Class 16 contains 5965 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36206 members 
Mstep: Class 19 contains 86963 members 
Mstep: Class 21 contains 15187 members 
Mstep: Class 22 contains 76641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856640.000000 Penalty: 45368.945312
Iteration 212Q: 22 clusters Score -5.385664e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11332 members 
Mstep: Class 5 contains 195185 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10477 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 17822 members 
Mstep: Class 11 contains 13340 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 67629 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20446 members 
Mstep: Class 16 contains 5965 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36207 members 
Mstep: Class 19 contains 86963 members 
Mstep: Class 21 contains 15152 members 
Mstep: Class 22 contains 76640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856700.000000 Penalty: 45368.945312
Iteration 213Q: 22 clusters Score -5.38567e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11331 members 
Mstep: Class 5 contains 195298 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10479 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 17798 members 
Mstep: Class 11 contains 13350 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 67621 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20398 members 
Mstep: Class 16 contains 5966 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36208 members 
Mstep: Class 19 contains 86959 members 
Mstep: Class 21 contains 15111 members 
Mstep: Class 22 contains 76640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856704.000000 Penalty: 45368.945312
Iteration 214Q: 22 clusters Score -5.38567e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11330 members 
Mstep: Class 5 contains 195417 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10479 members 
Mstep: Class 9 contains 9032 members 
Mstep: Class 10 contains 17771 members 
Mstep: Class 11 contains 13360 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 67619 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20341 members 
Mstep: Class 16 contains 5966 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36207 members 
Mstep: Class 19 contains 86959 members 
Mstep: Class 21 contains 15071 members 
Mstep: Class 22 contains 76640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856740.000000 Penalty: 45368.945312
Iteration 215Q: 22 clusters Score -5.385674e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11329 members 
Mstep: Class 5 contains 195542 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 9032 members 
Mstep: Class 10 contains 17745 members 
Mstep: Class 11 contains 13371 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 67610 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20286 members 
Mstep: Class 16 contains 5967 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36207 members 
Mstep: Class 19 contains 86956 members 
Mstep: Class 21 contains 15034 members 
Mstep: Class 22 contains 76640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856724.000000 Penalty: 45368.945312
Iteration 216Q: 22 clusters Score -5.385672e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11330 members 
Mstep: Class 5 contains 195658 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10469 members 
Mstep: Class 9 contains 9032 members 
Mstep: Class 10 contains 17720 members 
Mstep: Class 11 contains 13382 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 67598 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20232 members 
Mstep: Class 16 contains 5970 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36207 members 
Mstep: Class 19 contains 86958 members 
Mstep: Class 21 contains 14998 members 
Mstep: Class 22 contains 76639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856652.000000 Penalty: 45368.945312
Iteration 217Q: 22 clusters Score -5.385665e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11331 members 
Mstep: Class 5 contains 195785 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10464 members 
Mstep: Class 9 contains 9031 members 
Mstep: Class 10 contains 17694 members 
Mstep: Class 11 contains 13388 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 67590 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20173 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 36209 members 
Mstep: Class 19 contains 86957 members 
Mstep: Class 21 contains 14963 members 
Mstep: Class 22 contains 76638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856708.000000 Penalty: 45368.945312
Iteration 218Q: 22 clusters Score -5.385671e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11329 members 
Mstep: Class 5 contains 195910 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10462 members 
Mstep: Class 9 contains 9028 members 
Mstep: Class 10 contains 17674 members 
Mstep: Class 11 contains 13397 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 67589 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20126 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36210 members 
Mstep: Class 19 contains 86953 members 
Mstep: Class 21 contains 14908 members 
Mstep: Class 22 contains 76636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856672.000000 Penalty: 45368.945312
Iteration 219Q: 22 clusters Score -5.385667e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11329 members 
Mstep: Class 5 contains 196033 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10453 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17649 members 
Mstep: Class 11 contains 13399 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 67586 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20085 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36209 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 14863 members 
Mstep: Class 22 contains 76636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856820.000000 Penalty: 45368.945312
Iteration 220F: 22 clusters Score -5.385682e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11330 members 
Mstep: Class 5 contains 196144 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 10447 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17632 members 
Mstep: Class 11 contains 13401 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 67576 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20051 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36208 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 14818 members 
Mstep: Class 22 contains 76636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856816.000000 Penalty: 45368.945312
Iteration 221Q: 22 clusters Score -5.385682e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11331 members 
Mstep: Class 5 contains 196247 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 10440 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 17614 members 
Mstep: Class 11 contains 13405 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 67574 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 20006 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36208 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 14783 members 
Mstep: Class 22 contains 76636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856804.000000 Penalty: 45368.945312
Iteration 222Q: 22 clusters Score -5.38568e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11330 members 
Mstep: Class 5 contains 196355 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10440 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 17598 members 
Mstep: Class 11 contains 13402 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 67571 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19960 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 36208 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 14741 members 
Mstep: Class 22 contains 76637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856796.000000 Penalty: 45368.945312
Iteration 223Q: 22 clusters Score -5.38568e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11329 members 
Mstep: Class 5 contains 196469 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 17583 members 
Mstep: Class 11 contains 13405 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 67558 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19910 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 36208 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 14706 members 
Mstep: Class 22 contains 76637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856804.000000 Penalty: 45368.945312
Iteration 224Q: 22 clusters Score -5.38568e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11327 members 
Mstep: Class 5 contains 196593 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17558 members 
Mstep: Class 11 contains 13414 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 67553 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19853 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 36208 members 
Mstep: Class 19 contains 86952 members 
Mstep: Class 21 contains 14663 members 
Mstep: Class 22 contains 76637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856832.000000 Penalty: 45368.945312
Iteration 225Q: 22 clusters Score -5.385683e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11326 members 
Mstep: Class 5 contains 196706 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17543 members 
Mstep: Class 11 contains 13417 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 67548 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19798 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 36208 members 
Mstep: Class 19 contains 86954 members 
Mstep: Class 21 contains 14626 members 
Mstep: Class 22 contains 76637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856848.000000 Penalty: 45368.945312
Iteration 226Q: 22 clusters Score -5.385685e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11326 members 
Mstep: Class 5 contains 196808 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17531 members 
Mstep: Class 11 contains 13416 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 67545 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19747 members 
Mstep: Class 16 contains 5972 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 36208 members 
Mstep: Class 19 contains 86954 members 
Mstep: Class 21 contains 14594 members 
Mstep: Class 22 contains 76637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856908.000000 Penalty: 45368.945312
Iteration 227Q: 22 clusters Score -5.385691e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11326 members 
Mstep: Class 5 contains 196913 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10424 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 17524 members 
Mstep: Class 11 contains 13417 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 67543 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 36209 members 
Mstep: Class 19 contains 86952 members 
Mstep: Class 21 contains 14557 members 
Mstep: Class 22 contains 76637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856892.000000 Penalty: 45368.945312
Iteration 228Q: 22 clusters Score -5.385689e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11324 members 
Mstep: Class 5 contains 197023 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10422 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 17512 members 
Mstep: Class 11 contains 13421 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 67535 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19640 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 36210 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 14519 members 
Mstep: Class 22 contains 76637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856836.000000 Penalty: 45368.945312
Iteration 229Q: 22 clusters Score -5.385684e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 197120 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 17503 members 
Mstep: Class 11 contains 13425 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 67528 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19591 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 36213 members 
Mstep: Class 19 contains 86952 members 
Mstep: Class 21 contains 14488 members 
Mstep: Class 22 contains 76636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856896.000000 Penalty: 45368.945312
Iteration 230Q: 22 clusters Score -5.38569e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 197212 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10414 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 17493 members 
Mstep: Class 11 contains 13431 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 67532 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19539 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36212 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 14455 members 
Mstep: Class 22 contains 76636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856804.000000 Penalty: 45368.945312
Iteration 231Q: 22 clusters Score -5.38568e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11322 members 
Mstep: Class 5 contains 197298 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10410 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 17482 members 
Mstep: Class 11 contains 13435 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67528 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19495 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36212 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 76636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856836.000000 Penalty: 45368.945312
Iteration 232Q: 22 clusters Score -5.385684e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 197383 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10404 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 17474 members 
Mstep: Class 11 contains 13438 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67523 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19446 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36212 members 
Mstep: Class 19 contains 86953 members 
Mstep: Class 21 contains 14410 members 
Mstep: Class 22 contains 76636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856788.000000 Penalty: 45368.945312
Iteration 233Q: 22 clusters Score -5.385679e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 197470 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10397 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 17468 members 
Mstep: Class 11 contains 13437 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67513 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19405 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36211 members 
Mstep: Class 19 contains 86953 members 
Mstep: Class 21 contains 14388 members 
Mstep: Class 22 contains 76635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856812.000000 Penalty: 45368.945312
Iteration 234Q: 22 clusters Score -5.385681e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 197539 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10397 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 17466 members 
Mstep: Class 11 contains 13434 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67506 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19368 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36215 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 14368 members 
Mstep: Class 22 contains 76633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856844.000000 Penalty: 45368.945312
Iteration 235Q: 22 clusters Score -5.385684e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 11320 members 
Mstep: Class 5 contains 197604 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10397 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 17460 members 
Mstep: Class 11 contains 13436 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67496 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19333 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36218 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 14352 members 
Mstep: Class 22 contains 76631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856868.000000 Penalty: 45368.945312
Iteration 236Q: 22 clusters Score -5.385687e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 11320 members 
Mstep: Class 5 contains 197648 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10398 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 17456 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67493 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19311 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36221 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 14341 members 
Mstep: Class 22 contains 76631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856820.000000 Penalty: 45368.945312
Iteration 237Q: 22 clusters Score -5.385682e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 197685 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10398 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 17448 members 
Mstep: Class 11 contains 13429 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67487 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19301 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36222 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 21 contains 14332 members 
Mstep: Class 22 contains 76631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856792.000000 Penalty: 45368.945312
Iteration 238Q: 22 clusters Score -5.385679e+07 nChanged 58
Entering ConstructFrom: 
Score: -53856792.000000 Penalty: 45368.945312
Entering ConstructFrom: 
Trying to split cluster 1 (6590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Entering Unmasked Estep 
Score: -652275.375000 Penalty: 1428.912598
	Iteration 0F: 2 clusters Score -652275.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -647287.500000 Penalty: 2857.825195
	Iteration 0F: 3 clusters Score -647287.5 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -648757.812500 Penalty: 2857.825195
	Iteration 1F: 3 clusters Score -648757.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -648927.750000 Penalty: 2857.825195
	Iteration 2F: 3 clusters Score -648927.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -649052.562500 Penalty: 2857.825195
	Iteration 3Q: 3 clusters Score -649052.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -649145.437500 Penalty: 2857.825195
	Iteration 4Q: 3 clusters Score -649145.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -649213.625000 Penalty: 2857.825195
	Iteration 5Q: 3 clusters Score -649213.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -649278.312500 Penalty: 2857.825195
	Iteration 6Q: 3 clusters Score -649278.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -649358.125000 Penalty: 2857.825195
	Iteration 7Q: 3 clusters Score -649358.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -649440.625000 Penalty: 2857.825195
	Iteration 8Q: 3 clusters Score -649440.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -649529.500000 Penalty: 2857.825195
	Iteration 9Q: 3 clusters Score -649529.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -649644.687500 Penalty: 2857.825195
	Iteration 10Q: 3 clusters Score -649644.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -649759.000000 Penalty: 2857.825195
	Iteration 11Q: 3 clusters Score -649759 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -649920.437500 Penalty: 2857.825195
	Iteration 12Q: 3 clusters Score -649920.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -650112.125000 Penalty: 2857.825195
	Iteration 13Q: 3 clusters Score -650112.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -650312.312500 Penalty: 2857.825195
	Iteration 14Q: 3 clusters Score -650312.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -650492.437500 Penalty: 2857.825195
	Iteration 15Q: 3 clusters Score -650492.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -650640.125000 Penalty: 2857.825195
	Iteration 16Q: 3 clusters Score -650640.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -650742.312500 Penalty: 2857.825195
	Iteration 17Q: 3 clusters Score -650742.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -650794.750000 Penalty: 2857.825195
	Iteration 18Q: 3 clusters Score -650794.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -650846.000000 Penalty: 2857.825195
	Iteration 19Q: 3 clusters Score -650846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -650890.125000 Penalty: 2857.825195
	Iteration 20F: 3 clusters Score -650890.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -650926.062500 Penalty: 2857.825195
	Iteration 21Q: 3 clusters Score -650926.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -650950.312500 Penalty: 2857.825195
	Iteration 22Q: 3 clusters Score -650950.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -650966.312500 Penalty: 2857.825195
	Iteration 23Q: 3 clusters Score -650966.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -650980.750000 Penalty: 2857.825195
	Iteration 24Q: 3 clusters Score -650980.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -650997.562500 Penalty: 2857.825195
	Iteration 25Q: 3 clusters Score -650997.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -651025.000000 Penalty: 2857.825195
	Iteration 26Q: 3 clusters Score -651025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -651046.062500 Penalty: 2857.825195
	Iteration 27Q: 3 clusters Score -651046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -651053.562500 Penalty: 2857.825195
	Iteration 28Q: 3 clusters Score -651053.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -651057.437500 Penalty: 2857.825195
	Iteration 29Q: 3 clusters Score -651057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -651067.875000 Penalty: 2857.825195
	Iteration 30Q: 3 clusters Score -651067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -651072.125000 Penalty: 2857.825195
	Iteration 31Q: 3 clusters Score -651072.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -651076.687500 Penalty: 2857.825195
	Iteration 32Q: 3 clusters Score -651076.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -651078.500000 Penalty: 2857.825195
	Iteration 33Q: 3 clusters Score -651078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -651078.500000 Penalty: 2857.825195
	Iteration 34F: 3 clusters Score -651078.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -77913.156250 Penalty: 1095.526367
	Iteration 0F: 2 clusters Score -77913.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76560.023438 Penalty: 2191.052734
	Iteration 0F: 3 clusters Score -76560.02 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76791.484375 Penalty: 2191.052734
	Iteration 1F: 3 clusters Score -76791.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76851.429688 Penalty: 2191.052734
	Iteration 2F: 3 clusters Score -76851.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76880.781250 Penalty: 2191.052734
	Iteration 3Q: 3 clusters Score -76880.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -76907.171875 Penalty: 2191.052734
	Iteration 4Q: 3 clusters Score -76907.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76930.375000 Penalty: 2191.052734
	Iteration 5Q: 3 clusters Score -76930.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -76960.492188 Penalty: 2191.052734
	Iteration 6Q: 3 clusters Score -76960.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -76974.523438 Penalty: 2191.052734
	Iteration 7Q: 3 clusters Score -76974.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -76982.632812 Penalty: 2191.052734
	Iteration 8Q: 3 clusters Score -76982.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -76984.687500 Penalty: 2191.052734
	Iteration 9Q: 3 clusters Score -76984.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -76985.187500 Penalty: 2191.052734
	Iteration 10Q: 3 clusters Score -76985.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -76985.484375 Penalty: 2191.052734
	Iteration 11Q: 3 clusters Score -76985.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -76987.453125 Penalty: 2191.052734
	Iteration 12Q: 3 clusters Score -76987.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -76989.687500 Penalty: 2191.052734
	Iteration 13Q: 3 clusters Score -76989.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -76990.835938 Penalty: 2191.052734
	Iteration 14Q: 3 clusters Score -76990.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -76993.132812 Penalty: 2191.052734
	Iteration 15Q: 3 clusters Score -76993.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -76995.492188 Penalty: 2191.052734
	Iteration 16Q: 3 clusters Score -76995.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -76996.734375 Penalty: 2191.052734
	Iteration 17Q: 3 clusters Score -76996.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -76998.453125 Penalty: 2191.052734
	Iteration 18Q: 3 clusters Score -76998.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -77001.539062 Penalty: 2191.052734
	Iteration 19Q: 3 clusters Score -77001.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -77003.093750 Penalty: 2191.052734
	Iteration 20F: 3 clusters Score -77003.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -77003.835938 Penalty: 2191.052734
	Iteration 21Q: 3 clusters Score -77003.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -77004.781250 Penalty: 2191.052734
	Iteration 22Q: 3 clusters Score -77004.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -77004.781250 Penalty: 2191.052734
	Iteration 23F: 3 clusters Score -77004.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Entering Unmasked Estep 
Score: -209228.921875 Penalty: 1255.294312
	Iteration 0F: 2 clusters Score -209228.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -207024.734375 Penalty: 2510.588623
	Iteration 0F: 3 clusters Score -207024.7 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -207513.953125 Penalty: 2510.588623
	Iteration 1F: 3 clusters Score -207514 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -207648.843750 Penalty: 2510.588623
	Iteration 2F: 3 clusters Score -207648.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -207757.140625 Penalty: 2510.588623
	Iteration 3F: 3 clusters Score -207757.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -207901.625000 Penalty: 2510.588623
	Iteration 4F: 3 clusters Score -207901.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -208024.000000 Penalty: 2510.588623
	Iteration 5Q: 3 clusters Score -208024 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -208132.156250 Penalty: 2510.588623
	Iteration 6Q: 3 clusters Score -208132.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -208196.750000 Penalty: 2510.588623
	Iteration 7Q: 3 clusters Score -208196.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -208265.453125 Penalty: 2510.588623
	Iteration 8Q: 3 clusters Score -208265.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -208346.171875 Penalty: 2510.588623
	Iteration 9Q: 3 clusters Score -208346.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -208415.390625 Penalty: 2510.588623
	Iteration 10Q: 3 clusters Score -208415.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -208491.906250 Penalty: 2510.588623
	Iteration 11Q: 3 clusters Score -208491.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -208565.656250 Penalty: 2510.588623
	Iteration 12Q: 3 clusters Score -208565.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -208620.062500 Penalty: 2510.588623
	Iteration 13Q: 3 clusters Score -208620.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -208661.406250 Penalty: 2510.588623
	Iteration 14Q: 3 clusters Score -208661.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -208695.812500 Penalty: 2510.588623
	Iteration 15Q: 3 clusters Score -208695.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -208715.796875 Penalty: 2510.588623
	Iteration 16Q: 3 clusters Score -208715.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -208724.484375 Penalty: 2510.588623
	Iteration 17Q: 3 clusters Score -208724.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -208733.546875 Penalty: 2510.588623
	Iteration 18Q: 3 clusters Score -208733.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -208739.171875 Penalty: 2510.588623
	Iteration 19Q: 3 clusters Score -208739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -208742.093750 Penalty: 2510.588623
	Iteration 20F: 3 clusters Score -208742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -208743.921875 Penalty: 2510.588623
	Iteration 21Q: 3 clusters Score -208743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -208744.296875 Penalty: 2510.588623
	Iteration 22Q: 3 clusters Score -208744.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -208744.296875 Penalty: 2510.588623
	Iteration 23F: 3 clusters Score -208744.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Entering Unmasked Estep 
Score: -1091464.875000 Penalty: 1516.799316
	Iteration 0F: 2 clusters Score -1091465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1083414.500000 Penalty: 3033.598633
	Iteration 0F: 3 clusters Score -1083414 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1086090.000000 Penalty: 3033.598633
	Iteration 1F: 3 clusters Score -1086090 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1086301.375000 Penalty: 3033.598633
	Iteration 2F: 3 clusters Score -1086301 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1086455.000000 Penalty: 3033.598633
	Iteration 3Q: 3 clusters Score -1086455 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1086604.750000 Penalty: 3033.598633
	Iteration 4Q: 3 clusters Score -1086605 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1086771.250000 Penalty: 3033.598633
	Iteration 5Q: 3 clusters Score -1086771 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1086990.625000 Penalty: 3033.598633
	Iteration 6Q: 3 clusters Score -1086991 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1087264.750000 Penalty: 3033.598633
	Iteration 7Q: 3 clusters Score -1087265 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1087660.125000 Penalty: 3033.598633
	Iteration 8F: 3 clusters Score -1087660 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1088130.000000 Penalty: 3033.598633
	Iteration 9F: 3 clusters Score -1088130 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1088621.000000 Penalty: 3033.598633
	Iteration 10F: 3 clusters Score -1088621 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1089136.375000 Penalty: 3033.598633
	Iteration 11F: 3 clusters Score -1089136 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1089526.750000 Penalty: 3033.598633
	Iteration 12Q: 3 clusters Score -1089527 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1089767.500000 Penalty: 3033.598633
	Iteration 13Q: 3 clusters Score -1089768 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1089909.250000 Penalty: 3033.598633
	Iteration 14Q: 3 clusters Score -1089909 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1089980.000000 Penalty: 3033.598633
	Iteration 15Q: 3 clusters Score -1089980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1090029.875000 Penalty: 3033.598633
	Iteration 16Q: 3 clusters Score -1090030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1090054.375000 Penalty: 3033.598633
	Iteration 17Q: 3 clusters Score -1090054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1090072.875000 Penalty: 3033.598633
	Iteration 18Q: 3 clusters Score -1090073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1090086.125000 Penalty: 3033.598633
	Iteration 19Q: 3 clusters Score -1090086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1090095.500000 Penalty: 3033.598633
	Iteration 20F: 3 clusters Score -1090096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1090099.875000 Penalty: 3033.598633
	Iteration 21Q: 3 clusters Score -1090100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1090102.000000 Penalty: 3033.598633
	Iteration 22Q: 3 clusters Score -1090102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1090106.750000 Penalty: 3033.598633
	Iteration 23Q: 3 clusters Score -1090107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1090110.125000 Penalty: 3033.598633
	Iteration 24Q: 3 clusters Score -1090110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1090110.500000 Penalty: 3033.598633
	Iteration 25Q: 3 clusters Score -1090110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1090110.500000 Penalty: 3033.598633
	Iteration 26F: 3 clusters Score -1090110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (197720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197720 members 
Entering Unmasked Estep 
Score: -18104554.000000 Penalty: 1981.623657
	Iteration 0F: 2 clusters Score -1.810455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98718 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -17973136.000000 Penalty: 3963.247314
	Iteration 0F: 3 clusters Score -1.797314e+07 nChanged 95974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -18029546.000000 Penalty: 3963.247314
	Iteration 1F: 3 clusters Score -1.802955e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 102612 members 
Entering Unmasked Estep 
Score: -18030566.000000 Penalty: 3963.247314
	Iteration 2Q: 3 clusters Score -1.803057e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92841 members 
Mstep: Class 2 contains 104879 members 
Entering Unmasked Estep 
Score: -18031790.000000 Penalty: 3963.247314
	Iteration 3Q: 3 clusters Score -1.803179e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89228 members 
Mstep: Class 2 contains 108492 members 
Entering Unmasked Estep 
Score: -18033150.000000 Penalty: 3963.247314
	Iteration 4Q: 3 clusters Score -1.803315e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 114041 members 
Entering Unmasked Estep 
Score: -18035556.000000 Penalty: 3963.247314
	Iteration 5Q: 3 clusters Score -1.803556e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 122592 members 
Entering Unmasked Estep 
Score: -18039958.000000 Penalty: 3963.247314
	Iteration 6Q: 3 clusters Score -1.803996e+07 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 134829 members 
Entering Unmasked Estep 
Score: -18047624.000000 Penalty: 3963.247314
	Iteration 7F: 3 clusters Score -1.804762e+07 nChanged 15717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 150438 members 
Entering Unmasked Estep 
Score: -18060506.000000 Penalty: 3963.247314
	Iteration 8F: 3 clusters Score -1.806051e+07 nChanged 16945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 167347 members 
Entering Unmasked Estep 
Score: -18076018.000000 Penalty: 3963.247314
	Iteration 9F: 3 clusters Score -1.807602e+07 nChanged 13616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 180951 members 
Entering Unmasked Estep 
Score: -18088650.000000 Penalty: 3963.247314
	Iteration 10F: 3 clusters Score -1.808865e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 189501 members 
Entering Unmasked Estep 
Score: -18096330.000000 Penalty: 3963.247314
	Iteration 11Q: 3 clusters Score -1.809633e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 194016 members 
Entering Unmasked Estep 
Score: -18100116.000000 Penalty: 3963.247314
	Iteration 12Q: 3 clusters Score -1.810012e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 196064 members 
Entering Unmasked Estep 
Score: -18101818.000000 Penalty: 3963.247314
	Iteration 13Q: 3 clusters Score -1.810182e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 196895 members 
Entering Unmasked Estep 
Score: -18102376.000000 Penalty: 3963.247314
	Iteration 14Q: 3 clusters Score -1.810238e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 197215 members 
Entering Unmasked Estep 
Score: -18102586.000000 Penalty: 3963.247314
	Iteration 15Q: 3 clusters Score -1.810259e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 197337 members 
Entering Unmasked Estep 
Score: -18102716.000000 Penalty: 3963.247314
	Iteration 16Q: 3 clusters Score -1.810272e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 197394 members 
Entering Unmasked Estep 
Score: -18102764.000000 Penalty: 3963.247314
	Iteration 17Q: 3 clusters Score -1.810276e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 197430 members 
Entering Unmasked Estep 
Score: -18102794.000000 Penalty: 3963.247314
	Iteration 18Q: 3 clusters Score -1.810279e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 197452 members 
Entering Unmasked Estep 
Score: -18102824.000000 Penalty: 3963.247314
	Iteration 19Q: 3 clusters Score -1.810282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 197467 members 
Entering Unmasked Estep 
Score: -18102840.000000 Penalty: 3963.247314
	Iteration 20F: 3 clusters Score -1.810284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 197472 members 
Entering Unmasked Estep 
Score: -18102846.000000 Penalty: 3963.247314
	Iteration 21Q: 3 clusters Score -1.810285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 197475 members 
Entering Unmasked Estep 
Score: -18102868.000000 Penalty: 3963.247314
	Iteration 22Q: 3 clusters Score -1.810287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 197475 members 
Entering Unmasked Estep 
Score: -18102872.000000 Penalty: 3963.247314
	Iteration 23Q: 3 clusters Score -1.810287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 197475 members 
Entering Unmasked Estep 
Score: -18102870.000000 Penalty: 3963.247314
	Iteration 24Q: 3 clusters Score -1.810287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 197476 members 
Entering Unmasked Estep 
Score: -18102880.000000 Penalty: 3963.247314
	Iteration 25Q: 3 clusters Score -1.810288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 197476 members 
Entering Unmasked Estep 
Score: -18102880.000000 Penalty: 3963.247314
	Iteration 26F: 3 clusters Score -1.810288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Entering Unmasked Estep 
Score: -394762.968750 Penalty: 1351.716309
	Iteration 0F: 2 clusters Score -394763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -391353.593750 Penalty: 2703.432617
	Iteration 0F: 3 clusters Score -391353.6 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -392230.812500 Penalty: 2703.432617
	Iteration 1F: 3 clusters Score -392230.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -392412.687500 Penalty: 2703.432617
	Iteration 2F: 3 clusters Score -392412.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -392508.125000 Penalty: 2703.432617
	Iteration 3Q: 3 clusters Score -392508.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -392575.281250 Penalty: 2703.432617
	Iteration 4Q: 3 clusters Score -392575.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -392626.468750 Penalty: 2703.432617
	Iteration 5Q: 3 clusters Score -392626.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -392666.500000 Penalty: 2703.432617
	Iteration 6Q: 3 clusters Score -392666.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -392695.812500 Penalty: 2703.432617
	Iteration 7Q: 3 clusters Score -392695.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -392716.687500 Penalty: 2703.432617
	Iteration 8Q: 3 clusters Score -392716.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -392734.906250 Penalty: 2703.432617
	Iteration 9Q: 3 clusters Score -392734.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -392751.000000 Penalty: 2703.432617
	Iteration 10Q: 3 clusters Score -392751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -392771.281250 Penalty: 2703.432617
	Iteration 11Q: 3 clusters Score -392771.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -392802.562500 Penalty: 2703.432617
	Iteration 12Q: 3 clusters Score -392802.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -392828.937500 Penalty: 2703.432617
	Iteration 13Q: 3 clusters Score -392828.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -392869.312500 Penalty: 2703.432617
	Iteration 14Q: 3 clusters Score -392869.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -392917.750000 Penalty: 2703.432617
	Iteration 15Q: 3 clusters Score -392917.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -393007.656250 Penalty: 2703.432617
	Iteration 16Q: 3 clusters Score -393007.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -393134.687500 Penalty: 2703.432617
	Iteration 17Q: 3 clusters Score -393134.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -393297.937500 Penalty: 2703.432617
	Iteration 18Q: 3 clusters Score -393297.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -393473.156250 Penalty: 2703.432617
	Iteration 19Q: 3 clusters Score -393473.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -393616.093750 Penalty: 2703.432617
	Iteration 20F: 3 clusters Score -393616.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -393729.593750 Penalty: 2703.432617
	Iteration 21Q: 3 clusters Score -393729.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -393828.812500 Penalty: 2703.432617
	Iteration 22Q: 3 clusters Score -393828.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -393915.687500 Penalty: 2703.432617
	Iteration 23Q: 3 clusters Score -393915.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -393996.843750 Penalty: 2703.432617
	Iteration 24Q: 3 clusters Score -393996.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -394053.812500 Penalty: 2703.432617
	Iteration 25Q: 3 clusters Score -394053.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -394113.718750 Penalty: 2703.432617
	Iteration 26Q: 3 clusters Score -394113.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -394176.812500 Penalty: 2703.432617
	Iteration 27Q: 3 clusters Score -394176.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -394235.593750 Penalty: 2703.432617
	Iteration 28Q: 3 clusters Score -394235.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -394286.000000 Penalty: 2703.432617
	Iteration 29Q: 3 clusters Score -394286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -394334.250000 Penalty: 2703.432617
	Iteration 30Q: 3 clusters Score -394334.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -394383.562500 Penalty: 2703.432617
	Iteration 31Q: 3 clusters Score -394383.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -394422.968750 Penalty: 2703.432617
	Iteration 32Q: 3 clusters Score -394423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -394452.500000 Penalty: 2703.432617
	Iteration 33Q: 3 clusters Score -394452.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -394478.312500 Penalty: 2703.432617
	Iteration 34Q: 3 clusters Score -394478.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -394496.812500 Penalty: 2703.432617
	Iteration 35Q: 3 clusters Score -394496.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -394512.031250 Penalty: 2703.432617
	Iteration 36Q: 3 clusters Score -394512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -394526.125000 Penalty: 2703.432617
	Iteration 37Q: 3 clusters Score -394526.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -394541.343750 Penalty: 2703.432617
	Iteration 38Q: 3 clusters Score -394541.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -394554.562500 Penalty: 2703.432617
	Iteration 39Q: 3 clusters Score -394554.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -394565.062500 Penalty: 2703.432617
	Iteration 40F: 3 clusters Score -394565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -394568.125000 Penalty: 2703.432617
	Iteration 41Q: 3 clusters Score -394568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -394568.718750 Penalty: 2703.432617
	Iteration 42Q: 3 clusters Score -394568.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -394568.718750 Penalty: 2703.432617
	Iteration 43F: 3 clusters Score -394568.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -150136.796875 Penalty: 1228.174194
	Iteration 0F: 2 clusters Score -150136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -148166.890625 Penalty: 2456.348389
	Iteration 0F: 3 clusters Score -148166.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -148854.328125 Penalty: 2456.348389
	Iteration 1F: 3 clusters Score -148854.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -149186.156250 Penalty: 2456.348389
	Iteration 2F: 3 clusters Score -149186.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149483.406250 Penalty: 2456.348389
	Iteration 3F: 3 clusters Score -149483.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -149682.359375 Penalty: 2456.348389
	Iteration 4F: 3 clusters Score -149682.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -149877.500000 Penalty: 2456.348389
	Iteration 5F: 3 clusters Score -149877.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -150064.390625 Penalty: 2456.348389
	Iteration 6Q: 3 clusters Score -150064.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -150203.968750 Penalty: 2456.348389
	Iteration 7Q: 3 clusters Score -150204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -150278.593750 Penalty: 2456.348389
	Iteration 8Q: 3 clusters Score -150278.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -150319.296875 Penalty: 2456.348389
	Iteration 9Q: 3 clusters Score -150319.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -150331.078125 Penalty: 2456.348389
	Iteration 10Q: 3 clusters Score -150331.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -150338.140625 Penalty: 2456.348389
	Iteration 11Q: 3 clusters Score -150338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -150340.875000 Penalty: 2456.348389
	Iteration 12Q: 3 clusters Score -150340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -150343.031250 Penalty: 2456.348389
	Iteration 13Q: 3 clusters Score -150343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -150344.281250 Penalty: 2456.348389
	Iteration 14Q: 3 clusters Score -150344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -150346.031250 Penalty: 2456.348389
	Iteration 15Q: 3 clusters Score -150346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -150346.828125 Penalty: 2456.348389
	Iteration 16Q: 3 clusters Score -150346.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -150346.828125 Penalty: 2456.348389
	Iteration 17F: 3 clusters Score -150346.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 847 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11318 members 
Mstep: Class 5 contains 197720 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 10398 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 17440 members 
Mstep: Class 11 contains 13426 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67487 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19289 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36223 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 14319 members 
Mstep: Class 22 contains 76631 members 
Entering Unmasked Estep 
Score: -53856136.000000 Penalty: 47529.371094
Splitting cluster 7 changes total score from -53856792.000000 to -53856136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Entering Unmasked Estep 
Score: -861886.062500 Penalty: 1503.022461
	Iteration 0F: 2 clusters Score -861886.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -854451.062500 Penalty: 3006.044922
	Iteration 0F: 3 clusters Score -854451.1 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -857096.187500 Penalty: 3006.044922
	Iteration 1F: 3 clusters Score -857096.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -857522.375000 Penalty: 3006.044922
	Iteration 2F: 3 clusters Score -857522.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -857876.125000 Penalty: 3006.044922
	Iteration 3F: 3 clusters Score -857876.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -858196.125000 Penalty: 3006.044922
	Iteration 4F: 3 clusters Score -858196.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -858421.937500 Penalty: 3006.044922
	Iteration 5Q: 3 clusters Score -858421.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -858618.125000 Penalty: 3006.044922
	Iteration 6Q: 3 clusters Score -858618.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -858807.875000 Penalty: 3006.044922
	Iteration 7Q: 3 clusters Score -858807.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -858981.500000 Penalty: 3006.044922
	Iteration 8Q: 3 clusters Score -858981.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -859160.625000 Penalty: 3006.044922
	Iteration 9Q: 3 clusters Score -859160.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -859336.625000 Penalty: 3006.044922
	Iteration 10Q: 3 clusters Score -859336.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -859529.937500 Penalty: 3006.044922
	Iteration 11Q: 3 clusters Score -859529.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -859746.375000 Penalty: 3006.044922
	Iteration 12Q: 3 clusters Score -859746.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -859972.375000 Penalty: 3006.044922
	Iteration 13Q: 3 clusters Score -859972.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -860166.562500 Penalty: 3006.044922
	Iteration 14Q: 3 clusters Score -860166.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -860344.625000 Penalty: 3006.044922
	Iteration 15Q: 3 clusters Score -860344.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -860506.562500 Penalty: 3006.044922
	Iteration 16Q: 3 clusters Score -860506.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -860615.812500 Penalty: 3006.044922
	Iteration 17Q: 3 clusters Score -860615.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -860695.437500 Penalty: 3006.044922
	Iteration 18Q: 3 clusters Score -860695.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -860758.187500 Penalty: 3006.044922
	Iteration 19Q: 3 clusters Score -860758.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -860790.375000 Penalty: 3006.044922
	Iteration 20F: 3 clusters Score -860790.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -860826.125000 Penalty: 3006.044922
	Iteration 21Q: 3 clusters Score -860826.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -860850.000000 Penalty: 3006.044922
	Iteration 22Q: 3 clusters Score -860850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -860865.812500 Penalty: 3006.044922
	Iteration 23Q: 3 clusters Score -860865.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -860875.437500 Penalty: 3006.044922
	Iteration 24Q: 3 clusters Score -860875.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -860882.375000 Penalty: 3006.044922
	Iteration 25Q: 3 clusters Score -860882.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -860889.125000 Penalty: 3006.044922
	Iteration 26Q: 3 clusters Score -860889.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -860893.687500 Penalty: 3006.044922
	Iteration 27Q: 3 clusters Score -860893.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -860896.437500 Penalty: 3006.044922
	Iteration 28Q: 3 clusters Score -860896.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -860898.625000 Penalty: 3006.044922
	Iteration 29Q: 3 clusters Score -860898.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -860900.687500 Penalty: 3006.044922
	Iteration 30Q: 3 clusters Score -860900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -860901.562500 Penalty: 3006.044922
	Iteration 31Q: 3 clusters Score -860901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -860902.625000 Penalty: 3006.044922
	Iteration 32Q: 3 clusters Score -860902.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -860903.312500 Penalty: 3006.044922
	Iteration 33Q: 3 clusters Score -860903.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -860902.875000 Penalty: 3006.044922
	Iteration 34Q: 3 clusters Score -860902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -860905.500000 Penalty: 3006.044922
	Iteration 35Q: 3 clusters Score -860905.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -860905.562500 Penalty: 3006.044922
	Iteration 36Q: 3 clusters Score -860905.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -860904.750000 Penalty: 3006.044922
	Iteration 37Q: 3 clusters Score -860904.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -860907.187500 Penalty: 3006.044922
	Iteration 38Q: 3 clusters Score -860907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -860906.812500 Penalty: 3006.044922
	Iteration 39Q: 3 clusters Score -860906.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -860909.062500 Penalty: 3006.044922
	Iteration 40F: 3 clusters Score -860909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -860910.500000 Penalty: 3006.044922
	Iteration 41Q: 3 clusters Score -860910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -860909.812500 Penalty: 3006.044922
	Iteration 42Q: 3 clusters Score -860909.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -860909.812500 Penalty: 3006.044922
	Iteration 43F: 3 clusters Score -860909.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Entering Unmasked Estep 
Score: -841347.125000 Penalty: 1479.955933
	Iteration 0F: 2 clusters Score -841347.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -834743.437500 Penalty: 2959.911865
	Iteration 0F: 3 clusters Score -834743.4 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -836916.000000 Penalty: 2959.911865
	Iteration 1F: 3 clusters Score -836916 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -837147.562500 Penalty: 2959.911865
	Iteration 2F: 3 clusters Score -837147.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -837320.062500 Penalty: 2959.911865
	Iteration 3F: 3 clusters Score -837320.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -837461.500000 Penalty: 2959.911865
	Iteration 4Q: 3 clusters Score -837461.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -837573.000000 Penalty: 2959.911865
	Iteration 5Q: 3 clusters Score -837573 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -837676.875000 Penalty: 2959.911865
	Iteration 6Q: 3 clusters Score -837676.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -837775.437500 Penalty: 2959.911865
	Iteration 7Q: 3 clusters Score -837775.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -837891.375000 Penalty: 2959.911865
	Iteration 8Q: 3 clusters Score -837891.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -837996.375000 Penalty: 2959.911865
	Iteration 9Q: 3 clusters Score -837996.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -838115.000000 Penalty: 2959.911865
	Iteration 10Q: 3 clusters Score -838115 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -838249.437500 Penalty: 2959.911865
	Iteration 11Q: 3 clusters Score -838249.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -838378.750000 Penalty: 2959.911865
	Iteration 12Q: 3 clusters Score -838378.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -838561.500000 Penalty: 2959.911865
	Iteration 13Q: 3 clusters Score -838561.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -838711.375000 Penalty: 2959.911865
	Iteration 14Q: 3 clusters Score -838711.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -838849.000000 Penalty: 2959.911865
	Iteration 15Q: 3 clusters Score -838849 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -838962.312500 Penalty: 2959.911865
	Iteration 16Q: 3 clusters Score -838962.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -839038.562500 Penalty: 2959.911865
	Iteration 17Q: 3 clusters Score -839038.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -839093.687500 Penalty: 2959.911865
	Iteration 18Q: 3 clusters Score -839093.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -839127.812500 Penalty: 2959.911865
	Iteration 19Q: 3 clusters Score -839127.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -839152.625000 Penalty: 2959.911865
	Iteration 20F: 3 clusters Score -839152.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -839169.687500 Penalty: 2959.911865
	Iteration 21Q: 3 clusters Score -839169.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -839180.500000 Penalty: 2959.911865
	Iteration 22Q: 3 clusters Score -839180.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -839188.812500 Penalty: 2959.911865
	Iteration 23Q: 3 clusters Score -839188.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -839194.000000 Penalty: 2959.911865
	Iteration 24Q: 3 clusters Score -839194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -839199.187500 Penalty: 2959.911865
	Iteration 25Q: 3 clusters Score -839199.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -839205.937500 Penalty: 2959.911865
	Iteration 26Q: 3 clusters Score -839205.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -839213.562500 Penalty: 2959.911865
	Iteration 27Q: 3 clusters Score -839213.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -839218.500000 Penalty: 2959.911865
	Iteration 28Q: 3 clusters Score -839218.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -839223.812500 Penalty: 2959.911865
	Iteration 29Q: 3 clusters Score -839223.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -839232.312500 Penalty: 2959.911865
	Iteration 30Q: 3 clusters Score -839232.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -839238.187500 Penalty: 2959.911865
	Iteration 31Q: 3 clusters Score -839238.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -839248.500000 Penalty: 2959.911865
	Iteration 32Q: 3 clusters Score -839248.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -839257.312500 Penalty: 2959.911865
	Iteration 33Q: 3 clusters Score -839257.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -839271.000000 Penalty: 2959.911865
	Iteration 34Q: 3 clusters Score -839271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -839282.000000 Penalty: 2959.911865
	Iteration 35Q: 3 clusters Score -839282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -839292.750000 Penalty: 2959.911865
	Iteration 36Q: 3 clusters Score -839292.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -839303.750000 Penalty: 2959.911865
	Iteration 37Q: 3 clusters Score -839303.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -839319.812500 Penalty: 2959.911865
	Iteration 38Q: 3 clusters Score -839319.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -839336.812500 Penalty: 2959.911865
	Iteration 39Q: 3 clusters Score -839336.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -839353.187500 Penalty: 2959.911865
	Iteration 40F: 3 clusters Score -839353.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -839371.875000 Penalty: 2959.911865
	Iteration 41Q: 3 clusters Score -839371.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -839391.750000 Penalty: 2959.911865
	Iteration 42Q: 3 clusters Score -839391.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -839412.000000 Penalty: 2959.911865
	Iteration 43Q: 3 clusters Score -839412 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -839436.625000 Penalty: 2959.911865
	Iteration 44Q: 3 clusters Score -839436.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -839458.812500 Penalty: 2959.911865
	Iteration 45Q: 3 clusters Score -839458.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -839484.250000 Penalty: 2959.911865
	Iteration 46Q: 3 clusters Score -839484.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -839505.375000 Penalty: 2959.911865
	Iteration 47Q: 3 clusters Score -839505.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -839533.375000 Penalty: 2959.911865
	Iteration 48Q: 3 clusters Score -839533.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -839555.625000 Penalty: 2959.911865
	Iteration 49Q: 3 clusters Score -839555.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -839582.500000 Penalty: 2959.911865
	Iteration 50Q: 3 clusters Score -839582.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -839609.875000 Penalty: 2959.911865
	Iteration 51Q: 3 clusters Score -839609.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -839634.687500 Penalty: 2959.911865
	Iteration 52Q: 3 clusters Score -839634.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -839668.312500 Penalty: 2959.911865
	Iteration 53Q: 3 clusters Score -839668.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -839701.187500 Penalty: 2959.911865
	Iteration 54Q: 3 clusters Score -839701.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -839731.625000 Penalty: 2959.911865
	Iteration 55Q: 3 clusters Score -839731.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -839752.062500 Penalty: 2959.911865
	Iteration 56Q: 3 clusters Score -839752.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -839762.687500 Penalty: 2959.911865
	Iteration 57Q: 3 clusters Score -839762.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -839781.812500 Penalty: 2959.911865
	Iteration 58Q: 3 clusters Score -839781.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -839799.312500 Penalty: 2959.911865
	Iteration 59Q: 3 clusters Score -839799.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -839820.312500 Penalty: 2959.911865
	Iteration 60F: 3 clusters Score -839820.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -839830.125000 Penalty: 2959.911865
	Iteration 61Q: 3 clusters Score -839830.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -839837.687500 Penalty: 2959.911865
	Iteration 62Q: 3 clusters Score -839837.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -839847.062500 Penalty: 2959.911865
	Iteration 63Q: 3 clusters Score -839847.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -839854.500000 Penalty: 2959.911865
	Iteration 64Q: 3 clusters Score -839854.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -839860.312500 Penalty: 2959.911865
	Iteration 65Q: 3 clusters Score -839860.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -839868.062500 Penalty: 2959.911865
	Iteration 66Q: 3 clusters Score -839868.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -839871.062500 Penalty: 2959.911865
	Iteration 67Q: 3 clusters Score -839871.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -839877.500000 Penalty: 2959.911865
	Iteration 68Q: 3 clusters Score -839877.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -839885.312500 Penalty: 2959.911865
	Iteration 69Q: 3 clusters Score -839885.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -839895.500000 Penalty: 2959.911865
	Iteration 70Q: 3 clusters Score -839895.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -839901.875000 Penalty: 2959.911865
	Iteration 71Q: 3 clusters Score -839901.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -839908.562500 Penalty: 2959.911865
	Iteration 72Q: 3 clusters Score -839908.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -839915.937500 Penalty: 2959.911865
	Iteration 73Q: 3 clusters Score -839915.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -839922.437500 Penalty: 2959.911865
	Iteration 74Q: 3 clusters Score -839922.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -839929.875000 Penalty: 2959.911865
	Iteration 75Q: 3 clusters Score -839929.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -839937.625000 Penalty: 2959.911865
	Iteration 76Q: 3 clusters Score -839937.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -839949.312500 Penalty: 2959.911865
	Iteration 77Q: 3 clusters Score -839949.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -839955.562500 Penalty: 2959.911865
	Iteration 78Q: 3 clusters Score -839955.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -839964.812500 Penalty: 2959.911865
	Iteration 79Q: 3 clusters Score -839964.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -839972.312500 Penalty: 2959.911865
	Iteration 80F: 3 clusters Score -839972.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -839977.875000 Penalty: 2959.911865
	Iteration 81Q: 3 clusters Score -839977.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -839985.562500 Penalty: 2959.911865
	Iteration 82Q: 3 clusters Score -839985.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -839993.187500 Penalty: 2959.911865
	Iteration 83Q: 3 clusters Score -839993.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -839997.750000 Penalty: 2959.911865
	Iteration 84Q: 3 clusters Score -839997.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -840000.437500 Penalty: 2959.911865
	Iteration 85Q: 3 clusters Score -840000.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -840007.437500 Penalty: 2959.911865
	Iteration 86Q: 3 clusters Score -840007.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -840012.750000 Penalty: 2959.911865
	Iteration 87Q: 3 clusters Score -840012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -840017.625000 Penalty: 2959.911865
	Iteration 88Q: 3 clusters Score -840017.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -840023.625000 Penalty: 2959.911865
	Iteration 89Q: 3 clusters Score -840023.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -840025.625000 Penalty: 2959.911865
	Iteration 90Q: 3 clusters Score -840025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -840024.875000 Penalty: 2959.911865
	Iteration 91Q: 3 clusters Score -840024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -840029.062500 Penalty: 2959.911865
	Iteration 92Q: 3 clusters Score -840029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -840031.000000 Penalty: 2959.911865
	Iteration 93Q: 3 clusters Score -840031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -840033.625000 Penalty: 2959.911865
	Iteration 94Q: 3 clusters Score -840033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -840034.937500 Penalty: 2959.911865
	Iteration 95Q: 3 clusters Score -840034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -840037.312500 Penalty: 2959.911865
	Iteration 96Q: 3 clusters Score -840037.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -840038.687500 Penalty: 2959.911865
	Iteration 97Q: 3 clusters Score -840038.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -840040.750000 Penalty: 2959.911865
	Iteration 98Q: 3 clusters Score -840040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -840042.312500 Penalty: 2959.911865
	Iteration 99Q: 3 clusters Score -840042.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -840041.562500 Penalty: 2959.911865
	Iteration 100F: 3 clusters Score -840041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -840043.812500 Penalty: 2959.911865
	Iteration 101Q: 3 clusters Score -840043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -840046.937500 Penalty: 2959.911865
	Iteration 102Q: 3 clusters Score -840046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -840048.812500 Penalty: 2959.911865
	Iteration 103Q: 3 clusters Score -840048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -840051.062500 Penalty: 2959.911865
	Iteration 104Q: 3 clusters Score -840051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -840051.750000 Penalty: 2959.911865
	Iteration 105Q: 3 clusters Score -840051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -840054.062500 Penalty: 2959.911865
	Iteration 106Q: 3 clusters Score -840054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -840057.500000 Penalty: 2959.911865
	Iteration 107Q: 3 clusters Score -840057.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -840060.625000 Penalty: 2959.911865
	Iteration 108Q: 3 clusters Score -840060.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -840065.812500 Penalty: 2959.911865
	Iteration 109Q: 3 clusters Score -840065.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -840068.562500 Penalty: 2959.911865
	Iteration 110Q: 3 clusters Score -840068.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -840069.875000 Penalty: 2959.911865
	Iteration 111Q: 3 clusters Score -840069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -840074.375000 Penalty: 2959.911865
	Iteration 112Q: 3 clusters Score -840074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -840077.062500 Penalty: 2959.911865
	Iteration 113Q: 3 clusters Score -840077.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -840078.687500 Penalty: 2959.911865
	Iteration 114Q: 3 clusters Score -840078.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -840080.625000 Penalty: 2959.911865
	Iteration 115Q: 3 clusters Score -840080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -840081.687500 Penalty: 2959.911865
	Iteration 116Q: 3 clusters Score -840081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -840081.687500 Penalty: 2959.911865
	Iteration 117F: 3 clusters Score -840081.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Entering Unmasked Estep 
Score: -1590587.000000 Penalty: 1587.059692
	Iteration 0F: 2 clusters Score -1590587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1578552.000000 Penalty: 3174.119385
	Iteration 0F: 3 clusters Score -1578552 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1582820.750000 Penalty: 3174.119385
	Iteration 1F: 3 clusters Score -1582821 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1583265.375000 Penalty: 3174.119385
	Iteration 2F: 3 clusters Score -1583265 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1583701.875000 Penalty: 3174.119385
	Iteration 3F: 3 clusters Score -1583702 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1584150.625000 Penalty: 3174.119385
	Iteration 4F: 3 clusters Score -1584151 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1584669.625000 Penalty: 3174.119385
	Iteration 5F: 3 clusters Score -1584670 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1585283.500000 Penalty: 3174.119385
	Iteration 6F: 3 clusters Score -1585284 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1586015.625000 Penalty: 3174.119385
	Iteration 7F: 3 clusters Score -1586016 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1586825.500000 Penalty: 3174.119385
	Iteration 8F: 3 clusters Score -1586826 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1587601.250000 Penalty: 3174.119385
	Iteration 9F: 3 clusters Score -1587601 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1588212.375000 Penalty: 3174.119385
	Iteration 10Q: 3 clusters Score -1588212 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1588575.875000 Penalty: 3174.119385
	Iteration 11Q: 3 clusters Score -1588576 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1588789.000000 Penalty: 3174.119385
	Iteration 12Q: 3 clusters Score -1588789 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1588905.750000 Penalty: 3174.119385
	Iteration 13Q: 3 clusters Score -1588906 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1588997.250000 Penalty: 3174.119385
	Iteration 14Q: 3 clusters Score -1588997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1589054.375000 Penalty: 3174.119385
	Iteration 15Q: 3 clusters Score -1589054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1589091.750000 Penalty: 3174.119385
	Iteration 16Q: 3 clusters Score -1589092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1589115.250000 Penalty: 3174.119385
	Iteration 17Q: 3 clusters Score -1589115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1589135.750000 Penalty: 3174.119385
	Iteration 18Q: 3 clusters Score -1589136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1589154.125000 Penalty: 3174.119385
	Iteration 19Q: 3 clusters Score -1589154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1589167.250000 Penalty: 3174.119385
	Iteration 20F: 3 clusters Score -1589167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1589172.000000 Penalty: 3174.119385
	Iteration 21Q: 3 clusters Score -1589172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1589172.000000 Penalty: 3174.119385
	Iteration 22F: 3 clusters Score -1589172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Entering Unmasked Estep 
Score: -1194925.375000 Penalty: 1544.554199
	Iteration 0F: 2 clusters Score -1194925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1185568.000000 Penalty: 3089.108398
	Iteration 0F: 3 clusters Score -1185568 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1189089.625000 Penalty: 3089.108398
	Iteration 1F: 3 clusters Score -1189090 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1189818.250000 Penalty: 3089.108398
	Iteration 2F: 3 clusters Score -1189818 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1190663.500000 Penalty: 3089.108398
	Iteration 3F: 3 clusters Score -1190664 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1191661.250000 Penalty: 3089.108398
	Iteration 4F: 3 clusters Score -1191661 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1192567.500000 Penalty: 3089.108398
	Iteration 5F: 3 clusters Score -1192568 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1193309.250000 Penalty: 3089.108398
	Iteration 6F: 3 clusters Score -1193309 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1193877.375000 Penalty: 3089.108398
	Iteration 7F: 3 clusters Score -1193877 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1194200.125000 Penalty: 3089.108398
	Iteration 8Q: 3 clusters Score -1194200 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1194393.000000 Penalty: 3089.108398
	Iteration 9Q: 3 clusters Score -1194393 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1194505.500000 Penalty: 3089.108398
	Iteration 10Q: 3 clusters Score -1194506 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1194578.875000 Penalty: 3089.108398
	Iteration 11Q: 3 clusters Score -1194579 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1194625.750000 Penalty: 3089.108398
	Iteration 12Q: 3 clusters Score -1194626 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1194671.125000 Penalty: 3089.108398
	Iteration 13Q: 3 clusters Score -1194671 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1194704.500000 Penalty: 3089.108398
	Iteration 14Q: 3 clusters Score -1194704 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1194734.750000 Penalty: 3089.108398
	Iteration 15Q: 3 clusters Score -1194735 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1194751.250000 Penalty: 3089.108398
	Iteration 16Q: 3 clusters Score -1194751 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1194770.500000 Penalty: 3089.108398
	Iteration 17Q: 3 clusters Score -1194770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1194793.250000 Penalty: 3089.108398
	Iteration 18Q: 3 clusters Score -1194793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1194816.750000 Penalty: 3089.108398
	Iteration 19Q: 3 clusters Score -1194817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1194837.500000 Penalty: 3089.108398
	Iteration 20F: 3 clusters Score -1194838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1194873.000000 Penalty: 3089.108398
	Iteration 21Q: 3 clusters Score -1194873 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1194901.750000 Penalty: 3089.108398
	Iteration 22Q: 3 clusters Score -1194902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1194931.500000 Penalty: 3089.108398
	Iteration 23Q: 3 clusters Score -1194932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1194945.500000 Penalty: 3089.108398
	Iteration 24Q: 3 clusters Score -1194946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1194960.000000 Penalty: 3089.108398
	Iteration 25Q: 3 clusters Score -1194960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1194966.875000 Penalty: 3089.108398
	Iteration 26Q: 3 clusters Score -1194967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1194969.875000 Penalty: 3089.108398
	Iteration 27Q: 3 clusters Score -1194970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1194970.250000 Penalty: 3089.108398
	Iteration 28Q: 3 clusters Score -1194970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1194973.750000 Penalty: 3089.108398
	Iteration 29Q: 3 clusters Score -1194974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1194976.625000 Penalty: 3089.108398
	Iteration 30Q: 3 clusters Score -1194977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1194983.750000 Penalty: 3089.108398
	Iteration 31Q: 3 clusters Score -1194984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1194987.000000 Penalty: 3089.108398
	Iteration 32Q: 3 clusters Score -1194987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1194986.500000 Penalty: 3089.108398
	Iteration 33Q: 3 clusters Score -1194986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1194986.000000 Penalty: 3089.108398
	Iteration 34Q: 3 clusters Score -1194986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1194989.500000 Penalty: 3089.108398
	Iteration 35Q: 3 clusters Score -1194990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1194989.500000 Penalty: 3089.108398
	Iteration 36Q: 3 clusters Score -1194990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1194990.625000 Penalty: 3089.108398
	Iteration 37Q: 3 clusters Score -1194991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1194990.625000 Penalty: 3089.108398
	Iteration 38Q: 3 clusters Score -1194991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1194989.125000 Penalty: 3089.108398
	Iteration 39Q: 3 clusters Score -1194989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1194990.625000 Penalty: 3089.108398
	Iteration 40F: 3 clusters Score -1194991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1194990.875000 Penalty: 3089.108398
	Iteration 41Q: 3 clusters Score -1194991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1194989.250000 Penalty: 3089.108398
	Iteration 42Q: 3 clusters Score -1194989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1194988.000000 Penalty: 3089.108398
	Iteration 43Q: 3 clusters Score -1194988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1194990.750000 Penalty: 3089.108398
	Iteration 44Q: 3 clusters Score -1194991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1194988.625000 Penalty: 3089.108398
	Iteration 45Q: 3 clusters Score -1194989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1194986.625000 Penalty: 3089.108398
	Iteration 46Q: 3 clusters Score -1194987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1194986.625000 Penalty: 3089.108398
	Iteration 47F: 3 clusters Score -1194987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 847 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11318 members 
Mstep: Class 5 contains 197720 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10398 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 17440 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67487 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19289 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36223 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 20 contains 4463 members 
Mstep: Class 21 contains 14319 members 
Mstep: Class 22 contains 76631 members 
Entering Unmasked Estep 
Score: -53856232.000000 Penalty: 47529.371094
Splitting cluster 11 changes total score from -53856792.000000 to -53856232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (8395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Entering Unmasked Estep 
Score: -728515.187500 Penalty: 1468.251221
	Iteration 0F: 2 clusters Score -728515.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -722433.375000 Penalty: 2936.502441
	Iteration 0F: 3 clusters Score -722433.4 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -724723.312500 Penalty: 2936.502441
	Iteration 1F: 3 clusters Score -724723.3 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -725267.750000 Penalty: 2936.502441
	Iteration 2F: 3 clusters Score -725267.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -725738.562500 Penalty: 2936.502441
	Iteration 3F: 3 clusters Score -725738.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -726096.750000 Penalty: 2936.502441
	Iteration 4F: 3 clusters Score -726096.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -726331.625000 Penalty: 2936.502441
	Iteration 5F: 3 clusters Score -726331.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -726475.562500 Penalty: 2936.502441
	Iteration 6Q: 3 clusters Score -726475.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -726579.437500 Penalty: 2936.502441
	Iteration 7Q: 3 clusters Score -726579.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -726660.937500 Penalty: 2936.502441
	Iteration 8Q: 3 clusters Score -726660.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -726715.125000 Penalty: 2936.502441
	Iteration 9Q: 3 clusters Score -726715.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -726754.187500 Penalty: 2936.502441
	Iteration 10Q: 3 clusters Score -726754.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -726799.437500 Penalty: 2936.502441
	Iteration 11Q: 3 clusters Score -726799.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -726836.125000 Penalty: 2936.502441
	Iteration 12Q: 3 clusters Score -726836.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -726863.937500 Penalty: 2936.502441
	Iteration 13Q: 3 clusters Score -726863.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -726892.000000 Penalty: 2936.502441
	Iteration 14Q: 3 clusters Score -726892 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -726923.187500 Penalty: 2936.502441
	Iteration 15Q: 3 clusters Score -726923.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -726953.375000 Penalty: 2936.502441
	Iteration 16Q: 3 clusters Score -726953.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -726978.875000 Penalty: 2936.502441
	Iteration 17Q: 3 clusters Score -726978.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -727001.187500 Penalty: 2936.502441
	Iteration 18Q: 3 clusters Score -727001.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -727034.875000 Penalty: 2936.502441
	Iteration 19Q: 3 clusters Score -727034.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -727087.437500 Penalty: 2936.502441
	Iteration 20F: 3 clusters Score -727087.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -727152.750000 Penalty: 2936.502441
	Iteration 21Q: 3 clusters Score -727152.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -727204.875000 Penalty: 2936.502441
	Iteration 22Q: 3 clusters Score -727204.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -727259.750000 Penalty: 2936.502441
	Iteration 23Q: 3 clusters Score -727259.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -727319.687500 Penalty: 2936.502441
	Iteration 24Q: 3 clusters Score -727319.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -727348.750000 Penalty: 2936.502441
	Iteration 25Q: 3 clusters Score -727348.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -727368.375000 Penalty: 2936.502441
	Iteration 26Q: 3 clusters Score -727368.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -727378.875000 Penalty: 2936.502441
	Iteration 27Q: 3 clusters Score -727378.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -727388.000000 Penalty: 2936.502441
	Iteration 28Q: 3 clusters Score -727388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -727400.000000 Penalty: 2936.502441
	Iteration 29Q: 3 clusters Score -727400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -727404.375000 Penalty: 2936.502441
	Iteration 30Q: 3 clusters Score -727404.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -727409.250000 Penalty: 2936.502441
	Iteration 31Q: 3 clusters Score -727409.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -727413.875000 Penalty: 2936.502441
	Iteration 32Q: 3 clusters Score -727413.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -727416.437500 Penalty: 2936.502441
	Iteration 33Q: 3 clusters Score -727416.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -727419.375000 Penalty: 2936.502441
	Iteration 34Q: 3 clusters Score -727419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -727421.500000 Penalty: 2936.502441
	Iteration 35Q: 3 clusters Score -727421.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -727422.750000 Penalty: 2936.502441
	Iteration 36Q: 3 clusters Score -727422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -727424.187500 Penalty: 2936.502441
	Iteration 37Q: 3 clusters Score -727424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -727425.500000 Penalty: 2936.502441
	Iteration 38Q: 3 clusters Score -727425.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -727424.687500 Penalty: 2936.502441
	Iteration 39Q: 3 clusters Score -727424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -727423.812500 Penalty: 2936.502441
	Iteration 40F: 3 clusters Score -727423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -727425.812500 Penalty: 2936.502441
	Iteration 41Q: 3 clusters Score -727425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -727426.500000 Penalty: 2936.502441
	Iteration 42Q: 3 clusters Score -727426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -727426.875000 Penalty: 2936.502441
	Iteration 43Q: 3 clusters Score -727426.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -727426.062500 Penalty: 2936.502441
	Iteration 44Q: 3 clusters Score -727426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -727426.062500 Penalty: 2936.502441
	Iteration 45F: 3 clusters Score -727426.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Entering Unmasked Estep 
Score: -6133065.500000 Penalty: 1806.949585
	Iteration 0F: 2 clusters Score -6133066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -6087720.500000 Penalty: 3613.899170
	Iteration 0F: 3 clusters Score -6087720 nChanged 32002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -6106813.500000 Penalty: 3613.899170
	Iteration 1F: 3 clusters Score -6106814 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -6108430.000000 Penalty: 3613.899170
	Iteration 2Q: 3 clusters Score -6108430 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -6110630.000000 Penalty: 3613.899170
	Iteration 3F: 3 clusters Score -6110630 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -6113911.000000 Penalty: 3613.899170
	Iteration 4F: 3 clusters Score -6113911 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -6117812.500000 Penalty: 3613.899170
	Iteration 5F: 3 clusters Score -6117812 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -6121218.500000 Penalty: 3613.899170
	Iteration 6F: 3 clusters Score -6121218 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -6123497.500000 Penalty: 3613.899170
	Iteration 7F: 3 clusters Score -6123498 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -6124647.500000 Penalty: 3613.899170
	Iteration 8Q: 3 clusters Score -6124648 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -6125235.000000 Penalty: 3613.899170
	Iteration 9Q: 3 clusters Score -6125235 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -6125547.500000 Penalty: 3613.899170
	Iteration 10Q: 3 clusters Score -6125548 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -6125751.000000 Penalty: 3613.899170
	Iteration 11Q: 3 clusters Score -6125751 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -6125918.500000 Penalty: 3613.899170
	Iteration 12Q: 3 clusters Score -6125918 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -6125993.500000 Penalty: 3613.899170
	Iteration 13Q: 3 clusters Score -6125994 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -6126074.500000 Penalty: 3613.899170
	Iteration 14Q: 3 clusters Score -6126074 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -6126163.000000 Penalty: 3613.899170
	Iteration 15Q: 3 clusters Score -6126163 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -6126247.000000 Penalty: 3613.899170
	Iteration 16Q: 3 clusters Score -6126247 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -6126329.500000 Penalty: 3613.899170
	Iteration 17Q: 3 clusters Score -6126330 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -6126452.000000 Penalty: 3613.899170
	Iteration 18Q: 3 clusters Score -6126452 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -6126511.000000 Penalty: 3613.899170
	Iteration 19Q: 3 clusters Score -6126511 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -6126604.000000 Penalty: 3613.899170
	Iteration 20F: 3 clusters Score -6126604 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -6126711.000000 Penalty: 3613.899170
	Iteration 21Q: 3 clusters Score -6126711 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -6126836.500000 Penalty: 3613.899170
	Iteration 22Q: 3 clusters Score -6126836 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -6126934.000000 Penalty: 3613.899170
	Iteration 23Q: 3 clusters Score -6126934 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -6127072.000000 Penalty: 3613.899170
	Iteration 24Q: 3 clusters Score -6127072 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -6127193.500000 Penalty: 3613.899170
	Iteration 25Q: 3 clusters Score -6127194 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -6127255.500000 Penalty: 3613.899170
	Iteration 26Q: 3 clusters Score -6127256 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -6127317.500000 Penalty: 3613.899170
	Iteration 27Q: 3 clusters Score -6127318 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -6127432.000000 Penalty: 3613.899170
	Iteration 28Q: 3 clusters Score -6127432 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -6127484.500000 Penalty: 3613.899170
	Iteration 29Q: 3 clusters Score -6127484 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -6127545.500000 Penalty: 3613.899170
	Iteration 30Q: 3 clusters Score -6127546 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -6127607.500000 Penalty: 3613.899170
	Iteration 31Q: 3 clusters Score -6127608 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -6127630.000000 Penalty: 3613.899170
	Iteration 32Q: 3 clusters Score -6127630 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -6127682.500000 Penalty: 3613.899170
	Iteration 33Q: 3 clusters Score -6127682 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -6127755.000000 Penalty: 3613.899170
	Iteration 34Q: 3 clusters Score -6127755 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -6127809.000000 Penalty: 3613.899170
	Iteration 35Q: 3 clusters Score -6127809 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -6127831.000000 Penalty: 3613.899170
	Iteration 36Q: 3 clusters Score -6127831 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -6127847.000000 Penalty: 3613.899170
	Iteration 37Q: 3 clusters Score -6127847 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -6127911.500000 Penalty: 3613.899170
	Iteration 38Q: 3 clusters Score -6127912 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -6127962.000000 Penalty: 3613.899170
	Iteration 39Q: 3 clusters Score -6127962 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -6128012.500000 Penalty: 3613.899170
	Iteration 40F: 3 clusters Score -6128012 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -6128039.500000 Penalty: 3613.899170
	Iteration 41Q: 3 clusters Score -6128040 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -6128052.000000 Penalty: 3613.899170
	Iteration 42Q: 3 clusters Score -6128052 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -6128056.000000 Penalty: 3613.899170
	Iteration 43Q: 3 clusters Score -6128056 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -6128085.000000 Penalty: 3613.899170
	Iteration 44Q: 3 clusters Score -6128085 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -6128105.500000 Penalty: 3613.899170
	Iteration 45Q: 3 clusters Score -6128106 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -6128151.000000 Penalty: 3613.899170
	Iteration 46Q: 3 clusters Score -6128151 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -6128195.500000 Penalty: 3613.899170
	Iteration 47Q: 3 clusters Score -6128196 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -6128226.000000 Penalty: 3613.899170
	Iteration 48Q: 3 clusters Score -6128226 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -6128282.000000 Penalty: 3613.899170
	Iteration 49Q: 3 clusters Score -6128282 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -6128331.000000 Penalty: 3613.899170
	Iteration 50Q: 3 clusters Score -6128331 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -6128369.500000 Penalty: 3613.899170
	Iteration 51Q: 3 clusters Score -6128370 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -6128423.500000 Penalty: 3613.899170
	Iteration 52Q: 3 clusters Score -6128424 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -6128448.000000 Penalty: 3613.899170
	Iteration 53Q: 3 clusters Score -6128448 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -6128496.500000 Penalty: 3613.899170
	Iteration 54Q: 3 clusters Score -6128496 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -6128541.500000 Penalty: 3613.899170
	Iteration 55Q: 3 clusters Score -6128542 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -6128588.000000 Penalty: 3613.899170
	Iteration 56Q: 3 clusters Score -6128588 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -6128647.000000 Penalty: 3613.899170
	Iteration 57Q: 3 clusters Score -6128647 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -6128697.000000 Penalty: 3613.899170
	Iteration 58Q: 3 clusters Score -6128697 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -6128765.000000 Penalty: 3613.899170
	Iteration 59Q: 3 clusters Score -6128765 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -6128822.500000 Penalty: 3613.899170
	Iteration 60F: 3 clusters Score -6128822 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -6128895.500000 Penalty: 3613.899170
	Iteration 61Q: 3 clusters Score -6128896 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -6128989.500000 Penalty: 3613.899170
	Iteration 62Q: 3 clusters Score -6128990 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -6129050.000000 Penalty: 3613.899170
	Iteration 63Q: 3 clusters Score -6129050 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -6129158.000000 Penalty: 3613.899170
	Iteration 64Q: 3 clusters Score -6129158 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -6129268.500000 Penalty: 3613.899170
	Iteration 65Q: 3 clusters Score -6129268 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -6129377.000000 Penalty: 3613.899170
	Iteration 66Q: 3 clusters Score -6129377 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -6129508.500000 Penalty: 3613.899170
	Iteration 67Q: 3 clusters Score -6129508 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -6129656.500000 Penalty: 3613.899170
	Iteration 68Q: 3 clusters Score -6129656 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -6129788.500000 Penalty: 3613.899170
	Iteration 69Q: 3 clusters Score -6129788 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -6129894.000000 Penalty: 3613.899170
	Iteration 70Q: 3 clusters Score -6129894 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -6130035.500000 Penalty: 3613.899170
	Iteration 71Q: 3 clusters Score -6130036 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -6130153.000000 Penalty: 3613.899170
	Iteration 72Q: 3 clusters Score -6130153 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -6130342.500000 Penalty: 3613.899170
	Iteration 73Q: 3 clusters Score -6130342 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -6130483.000000 Penalty: 3613.899170
	Iteration 74Q: 3 clusters Score -6130483 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -6130657.500000 Penalty: 3613.899170
	Iteration 75Q: 3 clusters Score -6130658 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -6130820.000000 Penalty: 3613.899170
	Iteration 76Q: 3 clusters Score -6130820 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -6131000.000000 Penalty: 3613.899170
	Iteration 77Q: 3 clusters Score -6131000 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63655 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6131186.000000 Penalty: 3613.899170
	Iteration 78Q: 3 clusters Score -6131186 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6131336.500000 Penalty: 3613.899170
	Iteration 79Q: 3 clusters Score -6131336 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6131474.500000 Penalty: 3613.899170
	Iteration 80F: 3 clusters Score -6131474 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6131604.000000 Penalty: 3613.899170
	Iteration 81Q: 3 clusters Score -6131604 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6131713.500000 Penalty: 3613.899170
	Iteration 82Q: 3 clusters Score -6131714 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6131791.000000 Penalty: 3613.899170
	Iteration 83Q: 3 clusters Score -6131791 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6131878.500000 Penalty: 3613.899170
	Iteration 84Q: 3 clusters Score -6131878 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6131927.500000 Penalty: 3613.899170
	Iteration 85Q: 3 clusters Score -6131928 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6131976.000000 Penalty: 3613.899170
	Iteration 86Q: 3 clusters Score -6131976 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6131995.000000 Penalty: 3613.899170
	Iteration 87Q: 3 clusters Score -6131995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6132007.500000 Penalty: 3613.899170
	Iteration 88Q: 3 clusters Score -6132008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6132021.500000 Penalty: 3613.899170
	Iteration 89Q: 3 clusters Score -6132022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6132026.500000 Penalty: 3613.899170
	Iteration 90Q: 3 clusters Score -6132026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6132040.000000 Penalty: 3613.899170
	Iteration 91Q: 3 clusters Score -6132040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6132049.000000 Penalty: 3613.899170
	Iteration 92Q: 3 clusters Score -6132049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6132059.000000 Penalty: 3613.899170
	Iteration 93Q: 3 clusters Score -6132059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6132075.500000 Penalty: 3613.899170
	Iteration 94Q: 3 clusters Score -6132076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6132083.500000 Penalty: 3613.899170
	Iteration 95Q: 3 clusters Score -6132084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6132095.500000 Penalty: 3613.899170
	Iteration 96Q: 3 clusters Score -6132096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6132105.000000 Penalty: 3613.899170
	Iteration 97Q: 3 clusters Score -6132105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6132107.000000 Penalty: 3613.899170
	Iteration 98Q: 3 clusters Score -6132107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6132113.000000 Penalty: 3613.899170
	Iteration 99Q: 3 clusters Score -6132113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6132130.500000 Penalty: 3613.899170
	Iteration 100F: 3 clusters Score -6132130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6132138.500000 Penalty: 3613.899170
	Iteration 101Q: 3 clusters Score -6132138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6132162.000000 Penalty: 3613.899170
	Iteration 102Q: 3 clusters Score -6132162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6132165.000000 Penalty: 3613.899170
	Iteration 103Q: 3 clusters Score -6132165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6132175.500000 Penalty: 3613.899170
	Iteration 104Q: 3 clusters Score -6132176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6132186.500000 Penalty: 3613.899170
	Iteration 105Q: 3 clusters Score -6132186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6132194.000000 Penalty: 3613.899170
	Iteration 106Q: 3 clusters Score -6132194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6132208.500000 Penalty: 3613.899170
	Iteration 107Q: 3 clusters Score -6132208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6132205.500000 Penalty: 3613.899170
	Iteration 108Q: 3 clusters Score -6132206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6132217.500000 Penalty: 3613.899170
	Iteration 109Q: 3 clusters Score -6132218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6132214.500000 Penalty: 3613.899170
	Iteration 110Q: 3 clusters Score -6132214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6132227.000000 Penalty: 3613.899170
	Iteration 111Q: 3 clusters Score -6132227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65923 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6132224.000000 Penalty: 3613.899170
	Iteration 112Q: 3 clusters Score -6132224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6132231.000000 Penalty: 3613.899170
	Iteration 113Q: 3 clusters Score -6132231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6132233.500000 Penalty: 3613.899170
	Iteration 114Q: 3 clusters Score -6132234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6132232.000000 Penalty: 3613.899170
	Iteration 115Q: 3 clusters Score -6132232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6132257.000000 Penalty: 3613.899170
	Iteration 116Q: 3 clusters Score -6132257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6132253.500000 Penalty: 3613.899170
	Iteration 117Q: 3 clusters Score -6132254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6132257.000000 Penalty: 3613.899170
	Iteration 118Q: 3 clusters Score -6132257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6132262.500000 Penalty: 3613.899170
	Iteration 119Q: 3 clusters Score -6132262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6132262.500000 Penalty: 3613.899170
	Iteration 120F: 3 clusters Score -6132262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6132257.000000 Penalty: 3613.899170
	Iteration 121Q: 3 clusters Score -6132257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6132261.500000 Penalty: 3613.899170
	Iteration 122Q: 3 clusters Score -6132262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6132263.000000 Penalty: 3613.899170
	Iteration 123Q: 3 clusters Score -6132263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6132259.000000 Penalty: 3613.899170
	Iteration 124Q: 3 clusters Score -6132259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6132262.000000 Penalty: 3613.899170
	Iteration 125Q: 3 clusters Score -6132262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6132269.000000 Penalty: 3613.899170
	Iteration 126Q: 3 clusters Score -6132269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6132268.500000 Penalty: 3613.899170
	Iteration 127Q: 3 clusters Score -6132268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6132268.500000 Penalty: 3613.899170
	Iteration 128F: 3 clusters Score -6132268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -207412.968750 Penalty: 1262.042725
	Iteration 0F: 2 clusters Score -207413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -205141.875000 Penalty: 2524.085449
	Iteration 0F: 3 clusters Score -205141.9 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -205772.265625 Penalty: 2524.085449
	Iteration 1F: 3 clusters Score -205772.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -205944.890625 Penalty: 2524.085449
	Iteration 2F: 3 clusters Score -205944.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -206104.296875 Penalty: 2524.085449
	Iteration 3F: 3 clusters Score -206104.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -206270.937500 Penalty: 2524.085449
	Iteration 4F: 3 clusters Score -206270.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -206376.281250 Penalty: 2524.085449
	Iteration 5F: 3 clusters Score -206376.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -206441.828125 Penalty: 2524.085449
	Iteration 6Q: 3 clusters Score -206441.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -206501.250000 Penalty: 2524.085449
	Iteration 7Q: 3 clusters Score -206501.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -206543.390625 Penalty: 2524.085449
	Iteration 8Q: 3 clusters Score -206543.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -206577.437500 Penalty: 2524.085449
	Iteration 9Q: 3 clusters Score -206577.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -206608.906250 Penalty: 2524.085449
	Iteration 10Q: 3 clusters Score -206608.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -206633.593750 Penalty: 2524.085449
	Iteration 11Q: 3 clusters Score -206633.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -206652.734375 Penalty: 2524.085449
	Iteration 12Q: 3 clusters Score -206652.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -206664.609375 Penalty: 2524.085449
	Iteration 13Q: 3 clusters Score -206664.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -206672.406250 Penalty: 2524.085449
	Iteration 14Q: 3 clusters Score -206672.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -206679.734375 Penalty: 2524.085449
	Iteration 15Q: 3 clusters Score -206679.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -206682.687500 Penalty: 2524.085449
	Iteration 16Q: 3 clusters Score -206682.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -206686.718750 Penalty: 2524.085449
	Iteration 17Q: 3 clusters Score -206686.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -206688.750000 Penalty: 2524.085449
	Iteration 18Q: 3 clusters Score -206688.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -206690.171875 Penalty: 2524.085449
	Iteration 19Q: 3 clusters Score -206690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -206692.921875 Penalty: 2524.085449
	Iteration 20F: 3 clusters Score -206692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -206693.906250 Penalty: 2524.085449
	Iteration 21Q: 3 clusters Score -206693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -206694.515625 Penalty: 2524.085449
	Iteration 22Q: 3 clusters Score -206694.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -206695.265625 Penalty: 2524.085449
	Iteration 23Q: 3 clusters Score -206695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -206695.953125 Penalty: 2524.085449
	Iteration 24Q: 3 clusters Score -206696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -206695.921875 Penalty: 2524.085449
	Iteration 25Q: 3 clusters Score -206695.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -206695.921875 Penalty: 2524.085449
	Iteration 26F: 3 clusters Score -206695.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Entering Unmasked Estep 
Score: -1797466.000000 Penalty: 1603.434692
	Iteration 0F: 2 clusters Score -1797466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1784194.875000 Penalty: 3206.869385
	Iteration 0F: 3 clusters Score -1784195 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1788870.500000 Penalty: 3206.869385
	Iteration 1F: 3 clusters Score -1788870 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1789241.125000 Penalty: 3206.869385
	Iteration 2F: 3 clusters Score -1789241 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1789640.250000 Penalty: 3206.869385
	Iteration 3Q: 3 clusters Score -1789640 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1790160.000000 Penalty: 3206.869385
	Iteration 4F: 3 clusters Score -1790160 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1790847.875000 Penalty: 3206.869385
	Iteration 5F: 3 clusters Score -1790848 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1791831.875000 Penalty: 3206.869385
	Iteration 6F: 3 clusters Score -1791832 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1793084.250000 Penalty: 3206.869385
	Iteration 7F: 3 clusters Score -1793084 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1794367.250000 Penalty: 3206.869385
	Iteration 8F: 3 clusters Score -1794367 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1795325.625000 Penalty: 3206.869385
	Iteration 9F: 3 clusters Score -1795326 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1795880.000000 Penalty: 3206.869385
	Iteration 10Q: 3 clusters Score -1795880 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1796138.000000 Penalty: 3206.869385
	Iteration 11Q: 3 clusters Score -1796138 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1796263.000000 Penalty: 3206.869385
	Iteration 12Q: 3 clusters Score -1796263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1796325.250000 Penalty: 3206.869385
	Iteration 13Q: 3 clusters Score -1796325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -1796362.875000 Penalty: 3206.869385
	Iteration 14Q: 3 clusters Score -1796363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -1796382.875000 Penalty: 3206.869385
	Iteration 15Q: 3 clusters Score -1796383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1796392.875000 Penalty: 3206.869385
	Iteration 16Q: 3 clusters Score -1796393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -1796393.875000 Penalty: 3206.869385
	Iteration 17Q: 3 clusters Score -1796394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -1796396.125000 Penalty: 3206.869385
	Iteration 18Q: 3 clusters Score -1796396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1796398.000000 Penalty: 3206.869385
	Iteration 19Q: 3 clusters Score -1796398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1796398.500000 Penalty: 3206.869385
	Iteration 20F: 3 clusters Score -1796398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1796397.125000 Penalty: 3206.869385
	Iteration 21Q: 3 clusters Score -1796397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1796398.375000 Penalty: 3206.869385
	Iteration 22Q: 3 clusters Score -1796398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1796400.250000 Penalty: 3206.869385
	Iteration 23Q: 3 clusters Score -1796400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1796400.125000 Penalty: 3206.869385
	Iteration 24Q: 3 clusters Score -1796400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1796401.375000 Penalty: 3206.869385
	Iteration 25Q: 3 clusters Score -1796401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -1796403.000000 Penalty: 3206.869385
	Iteration 26Q: 3 clusters Score -1796403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1796404.000000 Penalty: 3206.869385
	Iteration 27Q: 3 clusters Score -1796404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1796404.000000 Penalty: 3206.869385
	Iteration 28F: 3 clusters Score -1796404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Entering Unmasked Estep 
Score: -531738.187500 Penalty: 1412.965454
	Iteration 0F: 2 clusters Score -531738.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -527239.000000 Penalty: 2825.930908
	Iteration 0F: 3 clusters Score -527239 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -529014.562500 Penalty: 2825.930908
	Iteration 1F: 3 clusters Score -529014.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -529581.500000 Penalty: 2825.930908
	Iteration 2F: 3 clusters Score -529581.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -530122.812500 Penalty: 2825.930908
	Iteration 3F: 3 clusters Score -530122.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -530525.562500 Penalty: 2825.930908
	Iteration 4F: 3 clusters Score -530525.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -530766.875000 Penalty: 2825.930908
	Iteration 5F: 3 clusters Score -530766.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -530902.187500 Penalty: 2825.930908
	Iteration 6Q: 3 clusters Score -530902.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -530981.062500 Penalty: 2825.930908
	Iteration 7Q: 3 clusters Score -530981.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -531050.125000 Penalty: 2825.930908
	Iteration 8Q: 3 clusters Score -531050.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -531097.312500 Penalty: 2825.930908
	Iteration 9Q: 3 clusters Score -531097.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -531140.812500 Penalty: 2825.930908
	Iteration 10Q: 3 clusters Score -531140.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -531170.875000 Penalty: 2825.930908
	Iteration 11Q: 3 clusters Score -531170.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -531196.875000 Penalty: 2825.930908
	Iteration 12Q: 3 clusters Score -531196.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -531218.937500 Penalty: 2825.930908
	Iteration 13Q: 3 clusters Score -531218.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -531239.687500 Penalty: 2825.930908
	Iteration 14Q: 3 clusters Score -531239.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -531257.250000 Penalty: 2825.930908
	Iteration 15Q: 3 clusters Score -531257.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -531271.125000 Penalty: 2825.930908
	Iteration 16Q: 3 clusters Score -531271.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -531282.375000 Penalty: 2825.930908
	Iteration 17Q: 3 clusters Score -531282.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -531301.937500 Penalty: 2825.930908
	Iteration 18Q: 3 clusters Score -531301.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -531317.000000 Penalty: 2825.930908
	Iteration 19Q: 3 clusters Score -531317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -531334.437500 Penalty: 2825.930908
	Iteration 20F: 3 clusters Score -531334.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -531347.500000 Penalty: 2825.930908
	Iteration 21Q: 3 clusters Score -531347.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -531359.812500 Penalty: 2825.930908
	Iteration 22Q: 3 clusters Score -531359.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -531368.375000 Penalty: 2825.930908
	Iteration 23Q: 3 clusters Score -531368.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -531375.000000 Penalty: 2825.930908
	Iteration 24Q: 3 clusters Score -531375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -531379.312500 Penalty: 2825.930908
	Iteration 25Q: 3 clusters Score -531379.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -531383.812500 Penalty: 2825.930908
	Iteration 26Q: 3 clusters Score -531383.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -531387.375000 Penalty: 2825.930908
	Iteration 27Q: 3 clusters Score -531387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -531388.875000 Penalty: 2825.930908
	Iteration 28Q: 3 clusters Score -531388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -531390.250000 Penalty: 2825.930908
	Iteration 29Q: 3 clusters Score -531390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -531389.937500 Penalty: 2825.930908
	Iteration 30Q: 3 clusters Score -531389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -531390.937500 Penalty: 2825.930908
	Iteration 31Q: 3 clusters Score -531390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -531390.937500 Penalty: 2825.930908
	Iteration 32F: 3 clusters Score -531390.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -137620.671875 Penalty: 1188.181519
	Iteration 0F: 2 clusters Score -137620.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -135841.031250 Penalty: 2376.363037
	Iteration 0F: 3 clusters Score -135841 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -136221.203125 Penalty: 2376.363037
	Iteration 1F: 3 clusters Score -136221.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -136333.078125 Penalty: 2376.363037
	Iteration 2F: 3 clusters Score -136333.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -136390.890625 Penalty: 2376.363037
	Iteration 3Q: 3 clusters Score -136390.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -136425.062500 Penalty: 2376.363037
	Iteration 4Q: 3 clusters Score -136425.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -136446.281250 Penalty: 2376.363037
	Iteration 5Q: 3 clusters Score -136446.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -136466.687500 Penalty: 2376.363037
	Iteration 6Q: 3 clusters Score -136466.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -136488.750000 Penalty: 2376.363037
	Iteration 7Q: 3 clusters Score -136488.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -136508.265625 Penalty: 2376.363037
	Iteration 8Q: 3 clusters Score -136508.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -136515.140625 Penalty: 2376.363037
	Iteration 9Q: 3 clusters Score -136515.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -136520.062500 Penalty: 2376.363037
	Iteration 10Q: 3 clusters Score -136520.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -136524.359375 Penalty: 2376.363037
	Iteration 11Q: 3 clusters Score -136524.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -136528.031250 Penalty: 2376.363037
	Iteration 12Q: 3 clusters Score -136528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -136530.250000 Penalty: 2376.363037
	Iteration 13Q: 3 clusters Score -136530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -136531.953125 Penalty: 2376.363037
	Iteration 14Q: 3 clusters Score -136532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -136536.078125 Penalty: 2376.363037
	Iteration 15Q: 3 clusters Score -136536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -136539.359375 Penalty: 2376.363037
	Iteration 16Q: 3 clusters Score -136539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -136541.781250 Penalty: 2376.363037
	Iteration 17Q: 3 clusters Score -136541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -136545.156250 Penalty: 2376.363037
	Iteration 18Q: 3 clusters Score -136545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -136546.312500 Penalty: 2376.363037
	Iteration 19Q: 3 clusters Score -136546.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -136546.312500 Penalty: 2376.363037
	Iteration 20F: 3 clusters Score -136546.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Entering Unmasked Estep 
Score: -3579165.500000 Penalty: 1705.835571
	Iteration 0F: 2 clusters Score -3579166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3554864.000000 Penalty: 3411.671143
	Iteration 0F: 3 clusters Score -3554864 nChanged 16958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3563960.000000 Penalty: 3411.671143
	Iteration 1F: 3 clusters Score -3563960 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3564240.750000 Penalty: 3411.671143
	Iteration 2Q: 3 clusters Score -3564241 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3564542.000000 Penalty: 3411.671143
	Iteration 3Q: 3 clusters Score -3564542 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -3564876.750000 Penalty: 3411.671143
	Iteration 4Q: 3 clusters Score -3564877 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -3565234.000000 Penalty: 3411.671143
	Iteration 5Q: 3 clusters Score -3565234 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3565718.750000 Penalty: 3411.671143
	Iteration 6Q: 3 clusters Score -3565719 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3566412.000000 Penalty: 3411.671143
	Iteration 7Q: 3 clusters Score -3566412 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3567565.250000 Penalty: 3411.671143
	Iteration 8F: 3 clusters Score -3567565 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3569280.500000 Penalty: 3411.671143
	Iteration 9F: 3 clusters Score -3569280 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3571495.000000 Penalty: 3411.671143
	Iteration 10F: 3 clusters Score -3571495 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3573721.500000 Penalty: 3411.671143
	Iteration 11F: 3 clusters Score -3573722 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -3575494.250000 Penalty: 3411.671143
	Iteration 12F: 3 clusters Score -3575494 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -3576544.750000 Penalty: 3411.671143
	Iteration 13Q: 3 clusters Score -3576545 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -3577082.250000 Penalty: 3411.671143
	Iteration 14Q: 3 clusters Score -3577082 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -3577342.250000 Penalty: 3411.671143
	Iteration 15Q: 3 clusters Score -3577342 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -3577477.000000 Penalty: 3411.671143
	Iteration 16Q: 3 clusters Score -3577477 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -3577554.250000 Penalty: 3411.671143
	Iteration 17Q: 3 clusters Score -3577554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -3577603.250000 Penalty: 3411.671143
	Iteration 18Q: 3 clusters Score -3577603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -3577644.000000 Penalty: 3411.671143
	Iteration 19Q: 3 clusters Score -3577644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -3577675.250000 Penalty: 3411.671143
	Iteration 20F: 3 clusters Score -3577675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -3577696.750000 Penalty: 3411.671143
	Iteration 21Q: 3 clusters Score -3577697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -3577708.750000 Penalty: 3411.671143
	Iteration 22Q: 3 clusters Score -3577709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -3577713.500000 Penalty: 3411.671143
	Iteration 23Q: 3 clusters Score -3577714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -3577724.500000 Penalty: 3411.671143
	Iteration 24Q: 3 clusters Score -3577724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -3577733.500000 Penalty: 3411.671143
	Iteration 25Q: 3 clusters Score -3577734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -3577738.250000 Penalty: 3411.671143
	Iteration 26Q: 3 clusters Score -3577738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -3577741.250000 Penalty: 3411.671143
	Iteration 27Q: 3 clusters Score -3577741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -3577742.500000 Penalty: 3411.671143
	Iteration 28Q: 3 clusters Score -3577742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -3577742.250000 Penalty: 3411.671143
	Iteration 29Q: 3 clusters Score -3577742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -3577742.250000 Penalty: 3411.671143
	Iteration 30F: 3 clusters Score -3577742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Entering Unmasked Estep 
Score: -7972435.000000 Penalty: 1848.125122
	Iteration 0F: 2 clusters Score -7972435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -7914431.000000 Penalty: 3696.250244
	Iteration 0F: 3 clusters Score -7914431 nChanged 41253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -7939049.000000 Penalty: 3696.250244
	Iteration 1F: 3 clusters Score -7939049 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -7940430.000000 Penalty: 3696.250244
	Iteration 2Q: 3 clusters Score -7940430 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -7942336.000000 Penalty: 3696.250244
	Iteration 3Q: 3 clusters Score -7942336 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -7944803.500000 Penalty: 3696.250244
	Iteration 4F: 3 clusters Score -7944804 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -7947658.000000 Penalty: 3696.250244
	Iteration 5F: 3 clusters Score -7947658 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -7950372.500000 Penalty: 3696.250244
	Iteration 6F: 3 clusters Score -7950372 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -7952414.500000 Penalty: 3696.250244
	Iteration 7F: 3 clusters Score -7952414 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -7953709.000000 Penalty: 3696.250244
	Iteration 8Q: 3 clusters Score -7953709 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -7954521.500000 Penalty: 3696.250244
	Iteration 9Q: 3 clusters Score -7954522 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -7955072.500000 Penalty: 3696.250244
	Iteration 10Q: 3 clusters Score -7955072 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -7955436.500000 Penalty: 3696.250244
	Iteration 11Q: 3 clusters Score -7955436 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -7955737.000000 Penalty: 3696.250244
	Iteration 12Q: 3 clusters Score -7955737 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -7956034.500000 Penalty: 3696.250244
	Iteration 13Q: 3 clusters Score -7956034 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -7956382.000000 Penalty: 3696.250244
	Iteration 14Q: 3 clusters Score -7956382 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -7956904.500000 Penalty: 3696.250244
	Iteration 15Q: 3 clusters Score -7956904 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -7957594.500000 Penalty: 3696.250244
	Iteration 16Q: 3 clusters Score -7957594 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -7958446.000000 Penalty: 3696.250244
	Iteration 17Q: 3 clusters Score -7958446 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -7959579.500000 Penalty: 3696.250244
	Iteration 18Q: 3 clusters Score -7959580 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -7960953.500000 Penalty: 3696.250244
	Iteration 19Q: 3 clusters Score -7960954 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -7962451.500000 Penalty: 3696.250244
	Iteration 20F: 3 clusters Score -7962452 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -7964085.500000 Penalty: 3696.250244
	Iteration 21Q: 3 clusters Score -7964086 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -7965719.000000 Penalty: 3696.250244
	Iteration 22Q: 3 clusters Score -7965719 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -7967158.500000 Penalty: 3696.250244
	Iteration 23Q: 3 clusters Score -7967158 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -7968323.500000 Penalty: 3696.250244
	Iteration 24Q: 3 clusters Score -7968324 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -7969141.000000 Penalty: 3696.250244
	Iteration 25Q: 3 clusters Score -7969141 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -7969719.000000 Penalty: 3696.250244
	Iteration 26Q: 3 clusters Score -7969719 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7970120.500000 Penalty: 3696.250244
	Iteration 27Q: 3 clusters Score -7970120 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7970379.000000 Penalty: 3696.250244
	Iteration 28Q: 3 clusters Score -7970379 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7970544.500000 Penalty: 3696.250244
	Iteration 29Q: 3 clusters Score -7970544 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85204 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7970666.500000 Penalty: 3696.250244
	Iteration 30Q: 3 clusters Score -7970666 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7970749.000000 Penalty: 3696.250244
	Iteration 31Q: 3 clusters Score -7970749 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7970809.000000 Penalty: 3696.250244
	Iteration 32Q: 3 clusters Score -7970809 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85664 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7970864.500000 Penalty: 3696.250244
	Iteration 33Q: 3 clusters Score -7970864 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7970908.000000 Penalty: 3696.250244
	Iteration 34Q: 3 clusters Score -7970908 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85842 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7970944.500000 Penalty: 3696.250244
	Iteration 35Q: 3 clusters Score -7970944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7970967.500000 Penalty: 3696.250244
	Iteration 36Q: 3 clusters Score -7970968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85939 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7970991.000000 Penalty: 3696.250244
	Iteration 37Q: 3 clusters Score -7970991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7971006.500000 Penalty: 3696.250244
	Iteration 38Q: 3 clusters Score -7971006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7971015.000000 Penalty: 3696.250244
	Iteration 39Q: 3 clusters Score -7971015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86034 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7971020.000000 Penalty: 3696.250244
	Iteration 40F: 3 clusters Score -7971020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7971035.000000 Penalty: 3696.250244
	Iteration 41Q: 3 clusters Score -7971035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86076 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7971035.000000 Penalty: 3696.250244
	Iteration 42Q: 3 clusters Score -7971035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86083 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7971038.500000 Penalty: 3696.250244
	Iteration 43Q: 3 clusters Score -7971038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86098 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7971051.500000 Penalty: 3696.250244
	Iteration 44Q: 3 clusters Score -7971052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86105 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7971058.000000 Penalty: 3696.250244
	Iteration 45Q: 3 clusters Score -7971058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7971062.000000 Penalty: 3696.250244
	Iteration 46Q: 3 clusters Score -7971062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7971072.500000 Penalty: 3696.250244
	Iteration 47Q: 3 clusters Score -7971072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86121 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7971075.000000 Penalty: 3696.250244
	Iteration 48Q: 3 clusters Score -7971075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86128 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7971081.500000 Penalty: 3696.250244
	Iteration 49Q: 3 clusters Score -7971082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7971081.500000 Penalty: 3696.250244
	Iteration 50Q: 3 clusters Score -7971082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7971082.500000 Penalty: 3696.250244
	Iteration 51Q: 3 clusters Score -7971082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7971090.000000 Penalty: 3696.250244
	Iteration 52Q: 3 clusters Score -7971090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7971088.000000 Penalty: 3696.250244
	Iteration 53Q: 3 clusters Score -7971088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7971082.500000 Penalty: 3696.250244
	Iteration 54Q: 3 clusters Score -7971082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7971087.500000 Penalty: 3696.250244
	Iteration 55Q: 3 clusters Score -7971088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7971090.000000 Penalty: 3696.250244
	Iteration 56Q: 3 clusters Score -7971090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7971084.000000 Penalty: 3696.250244
	Iteration 57Q: 3 clusters Score -7971084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86150 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7971089.000000 Penalty: 3696.250244
	Iteration 58Q: 3 clusters Score -7971089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7971087.000000 Penalty: 3696.250244
	Iteration 59Q: 3 clusters Score -7971087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7971087.000000 Penalty: 3696.250244
	Iteration 60F: 3 clusters Score -7971087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Entering Unmasked Estep 
Score: -1341346.875000 Penalty: 1555.018188
	Iteration 0F: 2 clusters Score -1341347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1331490.250000 Penalty: 3110.036377
	Iteration 0F: 3 clusters Score -1331490 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1334873.250000 Penalty: 3110.036377
	Iteration 1F: 3 clusters Score -1334873 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1335201.750000 Penalty: 3110.036377
	Iteration 2Q: 3 clusters Score -1335202 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1335626.125000 Penalty: 3110.036377
	Iteration 3F: 3 clusters Score -1335626 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1336208.000000 Penalty: 3110.036377
	Iteration 4F: 3 clusters Score -1336208 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1336942.250000 Penalty: 3110.036377
	Iteration 5F: 3 clusters Score -1336942 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1337856.500000 Penalty: 3110.036377
	Iteration 6F: 3 clusters Score -1337856 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1338822.000000 Penalty: 3110.036377
	Iteration 7F: 3 clusters Score -1338822 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1339568.500000 Penalty: 3110.036377
	Iteration 8F: 3 clusters Score -1339568 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1339979.750000 Penalty: 3110.036377
	Iteration 9Q: 3 clusters Score -1339980 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1340132.625000 Penalty: 3110.036377
	Iteration 10Q: 3 clusters Score -1340133 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1340201.625000 Penalty: 3110.036377
	Iteration 11Q: 3 clusters Score -1340202 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1340239.250000 Penalty: 3110.036377
	Iteration 12Q: 3 clusters Score -1340239 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1340264.375000 Penalty: 3110.036377
	Iteration 13Q: 3 clusters Score -1340264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1340281.375000 Penalty: 3110.036377
	Iteration 14Q: 3 clusters Score -1340281 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1340300.250000 Penalty: 3110.036377
	Iteration 15Q: 3 clusters Score -1340300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1340319.875000 Penalty: 3110.036377
	Iteration 16Q: 3 clusters Score -1340320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1340326.750000 Penalty: 3110.036377
	Iteration 17Q: 3 clusters Score -1340327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1340337.250000 Penalty: 3110.036377
	Iteration 18Q: 3 clusters Score -1340337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1340347.500000 Penalty: 3110.036377
	Iteration 19Q: 3 clusters Score -1340348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1340354.625000 Penalty: 3110.036377
	Iteration 20F: 3 clusters Score -1340355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1340363.000000 Penalty: 3110.036377
	Iteration 21Q: 3 clusters Score -1340363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1340367.000000 Penalty: 3110.036377
	Iteration 22Q: 3 clusters Score -1340367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1340372.125000 Penalty: 3110.036377
	Iteration 23Q: 3 clusters Score -1340372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1340378.750000 Penalty: 3110.036377
	Iteration 24Q: 3 clusters Score -1340379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1340386.000000 Penalty: 3110.036377
	Iteration 25Q: 3 clusters Score -1340386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1340387.750000 Penalty: 3110.036377
	Iteration 26Q: 3 clusters Score -1340388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1340396.125000 Penalty: 3110.036377
	Iteration 27Q: 3 clusters Score -1340396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1340402.500000 Penalty: 3110.036377
	Iteration 28Q: 3 clusters Score -1340402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1340404.750000 Penalty: 3110.036377
	Iteration 29Q: 3 clusters Score -1340405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1340406.000000 Penalty: 3110.036377
	Iteration 30Q: 3 clusters Score -1340406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1340410.375000 Penalty: 3110.036377
	Iteration 31Q: 3 clusters Score -1340410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1340415.000000 Penalty: 3110.036377
	Iteration 32Q: 3 clusters Score -1340415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1340419.500000 Penalty: 3110.036377
	Iteration 33Q: 3 clusters Score -1340420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1340419.750000 Penalty: 3110.036377
	Iteration 34Q: 3 clusters Score -1340420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1340423.875000 Penalty: 3110.036377
	Iteration 35Q: 3 clusters Score -1340424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1340424.250000 Penalty: 3110.036377
	Iteration 36Q: 3 clusters Score -1340424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1340423.875000 Penalty: 3110.036377
	Iteration 37Q: 3 clusters Score -1340424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1340424.875000 Penalty: 3110.036377
	Iteration 38Q: 3 clusters Score -1340425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1340425.500000 Penalty: 3110.036377
	Iteration 39Q: 3 clusters Score -1340426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1340425.375000 Penalty: 3110.036377
	Iteration 40F: 3 clusters Score -1340425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1340424.500000 Penalty: 3110.036377
	Iteration 41Q: 3 clusters Score -1340424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1340425.000000 Penalty: 3110.036377
	Iteration 42Q: 3 clusters Score -1340425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1340423.750000 Penalty: 3110.036377
	Iteration 43Q: 3 clusters Score -1340424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1340424.750000 Penalty: 3110.036377
	Iteration 44Q: 3 clusters Score -1340425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1340426.000000 Penalty: 3110.036377
	Iteration 45Q: 3 clusters Score -1340426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1340426.000000 Penalty: 3110.036377
	Iteration 46F: 3 clusters Score -1340426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Entering Unmasked Estep 
Score: -7582372.500000 Penalty: 1827.597900
	Iteration 0F: 2 clusters Score -7582372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -7531660.000000 Penalty: 3655.195801
	Iteration 0F: 3 clusters Score -7531660 nChanged 36362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -7552482.000000 Penalty: 3655.195801
	Iteration 1F: 3 clusters Score -7552482 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -7553006.500000 Penalty: 3655.195801
	Iteration 2Q: 3 clusters Score -7553006 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -7553754.000000 Penalty: 3655.195801
	Iteration 3Q: 3 clusters Score -7553754 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -7555132.500000 Penalty: 3655.195801
	Iteration 4Q: 3 clusters Score -7555132 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -7557692.500000 Penalty: 3655.195801
	Iteration 5F: 3 clusters Score -7557692 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -7562222.500000 Penalty: 3655.195801
	Iteration 6F: 3 clusters Score -7562222 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -7568966.000000 Penalty: 3655.195801
	Iteration 7F: 3 clusters Score -7568966 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -7575632.500000 Penalty: 3655.195801
	Iteration 8F: 3 clusters Score -7575632 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 74939 members 
Entering Unmasked Estep 
Score: -7579098.500000 Penalty: 3655.195801
	Iteration 9Q: 3 clusters Score -7579098 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 76139 members 
Entering Unmasked Estep 
Score: -7580256.500000 Penalty: 3655.195801
	Iteration 10Q: 3 clusters Score -7580256 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -7580532.000000 Penalty: 3655.195801
	Iteration 11Q: 3 clusters Score -7580532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 76486 members 
Entering Unmasked Estep 
Score: -7580623.000000 Penalty: 3655.195801
	Iteration 12Q: 3 clusters Score -7580623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -7580666.000000 Penalty: 3655.195801
	Iteration 13Q: 3 clusters Score -7580666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -7580701.000000 Penalty: 3655.195801
	Iteration 14Q: 3 clusters Score -7580701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -7580702.500000 Penalty: 3655.195801
	Iteration 15Q: 3 clusters Score -7580702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -7580702.500000 Penalty: 3655.195801
	Iteration 16F: 3 clusters Score -7580702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 847 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11318 members 
Mstep: Class 5 contains 197720 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10398 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 17440 members 
Mstep: Class 11 contains 13426 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67487 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19289 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36223 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 21 contains 14319 members 
Mstep: Class 22 contains 76631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856820.000000 Penalty: 45368.945312
Iteration 239Q: 22 clusters Score -5.385682e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 197766 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10397 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 17436 members 
Mstep: Class 11 contains 13426 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67482 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19272 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36223 members 
Mstep: Class 19 contains 86947 members 
Mstep: Class 21 contains 14302 members 
Mstep: Class 22 contains 76631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856856.000000 Penalty: 45368.945312
Iteration 240F: 22 clusters Score -5.385686e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 197812 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10397 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 17434 members 
Mstep: Class 11 contains 13420 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67475 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19259 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36223 members 
Mstep: Class 19 contains 86947 members 
Mstep: Class 21 contains 14284 members 
Mstep: Class 22 contains 76631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856864.000000 Penalty: 45368.945312
Iteration 241Q: 22 clusters Score -5.385686e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 197858 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10396 members 
Mstep: Class 9 contains 9022 members 
Mstep: Class 10 contains 17429 members 
Mstep: Class 11 contains 13414 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67466 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19247 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36223 members 
Mstep: Class 19 contains 86948 members 
Mstep: Class 21 contains 14270 members 
Mstep: Class 22 contains 76631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856864.000000 Penalty: 45368.945312
Iteration 242Q: 22 clusters Score -5.385686e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 197904 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10398 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 17421 members 
Mstep: Class 11 contains 13407 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67458 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19242 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36223 members 
Mstep: Class 19 contains 86948 members 
Mstep: Class 21 contains 14250 members 
Mstep: Class 22 contains 76631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856920.000000 Penalty: 45368.945312
Iteration 243Q: 22 clusters Score -5.385692e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 197950 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10396 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 17415 members 
Mstep: Class 11 contains 13402 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67457 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19228 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36223 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 21 contains 14231 members 
Mstep: Class 22 contains 76631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856872.000000 Penalty: 45368.945312
Iteration 244Q: 22 clusters Score -5.385687e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 197990 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 10397 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 17409 members 
Mstep: Class 11 contains 13396 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67446 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19220 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36222 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 21 contains 14218 members 
Mstep: Class 22 contains 76632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856868.000000 Penalty: 45368.945312
Iteration 245Q: 22 clusters Score -5.385687e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 198020 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 10397 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 17407 members 
Mstep: Class 11 contains 13378 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67447 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19223 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36222 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 21 contains 14204 members 
Mstep: Class 22 contains 76632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856900.000000 Penalty: 45368.945312
Iteration 246Q: 22 clusters Score -5.38569e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 198056 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10395 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 17406 members 
Mstep: Class 11 contains 13364 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67441 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19228 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36222 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 21 contains 14189 members 
Mstep: Class 22 contains 76631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856864.000000 Penalty: 45368.945312
Iteration 247Q: 22 clusters Score -5.385686e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 198083 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10393 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17403 members 
Mstep: Class 11 contains 13353 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67435 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19227 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36224 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 14183 members 
Mstep: Class 22 contains 76629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856884.000000 Penalty: 45368.945312
Iteration 248Q: 22 clusters Score -5.385688e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 198118 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10390 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17399 members 
Mstep: Class 11 contains 13341 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67431 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19221 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36227 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 14174 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856916.000000 Penalty: 45368.945312
Iteration 249Q: 22 clusters Score -5.385692e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 198159 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 10388 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17398 members 
Mstep: Class 11 contains 13329 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 67428 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19206 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36229 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 14164 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856940.000000 Penalty: 45368.945312
Iteration 250Q: 22 clusters Score -5.385694e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 198194 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10387 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17397 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 67437 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19188 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36229 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 14158 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856944.000000 Penalty: 45368.945312
Iteration 251Q: 22 clusters Score -5.385694e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 198217 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10387 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17394 members 
Mstep: Class 11 contains 13300 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 67442 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 5976 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36230 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 14152 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856876.000000 Penalty: 45368.945312
Iteration 252Q: 22 clusters Score -5.385688e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 198245 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10385 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17391 members 
Mstep: Class 11 contains 13289 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 67445 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19172 members 
Mstep: Class 16 contains 5976 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36230 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 14145 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856888.000000 Penalty: 45368.945312
Iteration 253Q: 22 clusters Score -5.385689e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 198270 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10384 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17389 members 
Mstep: Class 11 contains 13283 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 67449 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19157 members 
Mstep: Class 16 contains 5976 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36231 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 21 contains 14140 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856908.000000 Penalty: 45368.945312
Iteration 254Q: 22 clusters Score -5.385691e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 198299 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10387 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17384 members 
Mstep: Class 11 contains 13273 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 67450 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19145 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36231 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 21 contains 14137 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856880.000000 Penalty: 45368.945312
Iteration 255Q: 22 clusters Score -5.385688e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 198324 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10382 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 13267 members 
Mstep: Class 12 contains 8389 members 
Mstep: Class 13 contains 67457 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19131 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36231 members 
Mstep: Class 19 contains 86948 members 
Mstep: Class 21 contains 14136 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856836.000000 Penalty: 45368.945312
Iteration 256Q: 22 clusters Score -5.385684e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 198345 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 10378 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17381 members 
Mstep: Class 11 contains 13262 members 
Mstep: Class 12 contains 8387 members 
Mstep: Class 13 contains 67459 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19124 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36232 members 
Mstep: Class 19 contains 86945 members 
Mstep: Class 21 contains 14136 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856804.000000 Penalty: 45368.945312
Iteration 257Q: 22 clusters Score -5.38568e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 198379 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 10376 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17379 members 
Mstep: Class 11 contains 13253 members 
Mstep: Class 12 contains 8386 members 
Mstep: Class 13 contains 67460 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 19108 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36231 members 
Mstep: Class 19 contains 86944 members 
Mstep: Class 21 contains 14134 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856796.000000 Penalty: 45368.945312
Iteration 258Q: 22 clusters Score -5.38568e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 198420 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17376 members 
Mstep: Class 11 contains 13252 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 67466 members 
Mstep: Class 14 contains 2359 members 
Mstep: Class 15 contains 19075 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36231 members 
Mstep: Class 19 contains 86943 members 
Mstep: Class 21 contains 14132 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856808.000000 Penalty: 45368.945312
Iteration 259Q: 22 clusters Score -5.385681e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 198475 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17371 members 
Mstep: Class 11 contains 13243 members 
Mstep: Class 12 contains 8381 members 
Mstep: Class 13 contains 67466 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 19042 members 
Mstep: Class 16 contains 5976 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36231 members 
Mstep: Class 19 contains 86942 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856832.000000 Penalty: 45368.945312
Iteration 260F: 22 clusters Score -5.385683e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 198528 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17368 members 
Mstep: Class 11 contains 13239 members 
Mstep: Class 12 contains 8379 members 
Mstep: Class 13 contains 67465 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 19010 members 
Mstep: Class 16 contains 5977 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36232 members 
Mstep: Class 19 contains 86939 members 
Mstep: Class 21 contains 14119 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856872.000000 Penalty: 45368.945312
Iteration 261Q: 22 clusters Score -5.385687e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 198580 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 10369 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 13225 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 67464 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 18994 members 
Mstep: Class 16 contains 5977 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36232 members 
Mstep: Class 19 contains 86940 members 
Mstep: Class 21 contains 14108 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856884.000000 Penalty: 45368.945312
Iteration 262Q: 22 clusters Score -5.385688e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 198640 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 10366 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17359 members 
Mstep: Class 11 contains 13202 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 67467 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18979 members 
Mstep: Class 16 contains 5977 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36232 members 
Mstep: Class 19 contains 86940 members 
Mstep: Class 21 contains 14093 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856892.000000 Penalty: 45368.945312
Iteration 263Q: 22 clusters Score -5.385689e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 198707 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 10359 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17353 members 
Mstep: Class 11 contains 13190 members 
Mstep: Class 12 contains 8378 members 
Mstep: Class 13 contains 67464 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18954 members 
Mstep: Class 16 contains 5978 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36232 members 
Mstep: Class 19 contains 86940 members 
Mstep: Class 21 contains 14074 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856864.000000 Penalty: 45368.945312
Iteration 264Q: 22 clusters Score -5.385686e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11318 members 
Mstep: Class 5 contains 198761 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 10354 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 17351 members 
Mstep: Class 11 contains 13174 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 67464 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18930 members 
Mstep: Class 16 contains 5980 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36232 members 
Mstep: Class 19 contains 86938 members 
Mstep: Class 21 contains 14064 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856868.000000 Penalty: 45368.945312
Iteration 265Q: 22 clusters Score -5.385687e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 198813 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 10350 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 17349 members 
Mstep: Class 11 contains 13160 members 
Mstep: Class 12 contains 8374 members 
Mstep: Class 13 contains 67464 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18912 members 
Mstep: Class 16 contains 5981 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36233 members 
Mstep: Class 19 contains 86938 members 
Mstep: Class 21 contains 14051 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856824.000000 Penalty: 45368.945312
Iteration 266Q: 22 clusters Score -5.385682e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 198863 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 10349 members 
Mstep: Class 9 contains 9028 members 
Mstep: Class 10 contains 17339 members 
Mstep: Class 11 contains 13145 members 
Mstep: Class 12 contains 8371 members 
Mstep: Class 13 contains 67470 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18886 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36234 members 
Mstep: Class 19 contains 86940 members 
Mstep: Class 21 contains 14042 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856824.000000 Penalty: 45368.945312
Iteration 267Q: 22 clusters Score -5.385682e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 198903 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 10346 members 
Mstep: Class 9 contains 9030 members 
Mstep: Class 10 contains 17338 members 
Mstep: Class 11 contains 13120 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 67473 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18876 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36232 members 
Mstep: Class 19 contains 86942 members 
Mstep: Class 21 contains 14038 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856880.000000 Penalty: 45368.945312
Iteration 268Q: 22 clusters Score -5.385688e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 198948 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 10340 members 
Mstep: Class 9 contains 9032 members 
Mstep: Class 10 contains 17334 members 
Mstep: Class 11 contains 13089 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 67474 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18871 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36232 members 
Mstep: Class 19 contains 86944 members 
Mstep: Class 21 contains 14034 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856908.000000 Penalty: 45368.945312
Iteration 269Q: 22 clusters Score -5.385691e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 199004 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 10339 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 17325 members 
Mstep: Class 11 contains 13059 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 67468 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18870 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36230 members 
Mstep: Class 19 contains 86943 members 
Mstep: Class 21 contains 14025 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856928.000000 Penalty: 45368.945312
Iteration 270Q: 22 clusters Score -5.385693e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 199049 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 10336 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 17315 members 
Mstep: Class 11 contains 13032 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 67469 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18874 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36227 members 
Mstep: Class 19 contains 86944 members 
Mstep: Class 21 contains 14019 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856928.000000 Penalty: 45368.945312
Iteration 271Q: 22 clusters Score -5.385693e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 11320 members 
Mstep: Class 5 contains 199091 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 10331 members 
Mstep: Class 9 contains 9035 members 
Mstep: Class 10 contains 17311 members 
Mstep: Class 11 contains 13008 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 67472 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18864 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36227 members 
Mstep: Class 19 contains 86944 members 
Mstep: Class 21 contains 14013 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856956.000000 Penalty: 45368.945312
Iteration 272Q: 22 clusters Score -5.385696e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 199142 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 10327 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 17306 members 
Mstep: Class 11 contains 12988 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 67479 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18844 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36227 members 
Mstep: Class 19 contains 86939 members 
Mstep: Class 21 contains 14008 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856920.000000 Penalty: 45368.945312
Iteration 273Q: 22 clusters Score -5.385692e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 199178 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 17299 members 
Mstep: Class 11 contains 12979 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 67487 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18821 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36229 members 
Mstep: Class 19 contains 86938 members 
Mstep: Class 21 contains 14002 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856832.000000 Penalty: 45368.945312
Iteration 274Q: 22 clusters Score -5.385683e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 199222 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 10318 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 17288 members 
Mstep: Class 11 contains 12964 members 
Mstep: Class 12 contains 8368 members 
Mstep: Class 13 contains 67493 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18803 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36229 members 
Mstep: Class 19 contains 86938 members 
Mstep: Class 21 contains 14000 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856892.000000 Penalty: 45368.945312
Iteration 275Q: 22 clusters Score -5.385689e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 199264 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 10311 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 17285 members 
Mstep: Class 11 contains 12942 members 
Mstep: Class 12 contains 8368 members 
Mstep: Class 13 contains 67495 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18794 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36230 members 
Mstep: Class 19 contains 86939 members 
Mstep: Class 21 contains 13995 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856888.000000 Penalty: 45368.945312
Iteration 276Q: 22 clusters Score -5.385689e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 199315 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 10306 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 17277 members 
Mstep: Class 11 contains 12915 members 
Mstep: Class 12 contains 8368 members 
Mstep: Class 13 contains 67496 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18791 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36230 members 
Mstep: Class 19 contains 86938 members 
Mstep: Class 21 contains 13986 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856832.000000 Penalty: 45368.945312
Iteration 277Q: 22 clusters Score -5.385683e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 11322 members 
Mstep: Class 5 contains 199357 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 10298 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 17274 members 
Mstep: Class 11 contains 12896 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67498 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18780 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36233 members 
Mstep: Class 19 contains 86936 members 
Mstep: Class 21 contains 13983 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856884.000000 Penalty: 45368.945312
Iteration 278Q: 22 clusters Score -5.385688e+07 nChanged 137
Entering ConstructFrom: 
Score: -53856884.000000 Penalty: 45368.945312
Entering ConstructFrom: 
Trying to split cluster 1 (6590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Entering Unmasked Estep 
Score: -652269.687500 Penalty: 1428.912598
	Iteration 0F: 2 clusters Score -652269.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -647283.187500 Penalty: 2857.825195
	Iteration 0F: 3 clusters Score -647283.2 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -648663.250000 Penalty: 2857.825195
	Iteration 1F: 3 clusters Score -648663.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -648868.250000 Penalty: 2857.825195
	Iteration 2F: 3 clusters Score -648868.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -648991.562500 Penalty: 2857.825195
	Iteration 3Q: 3 clusters Score -648991.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -649078.250000 Penalty: 2857.825195
	Iteration 4Q: 3 clusters Score -649078.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -649147.812500 Penalty: 2857.825195
	Iteration 5Q: 3 clusters Score -649147.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -649212.000000 Penalty: 2857.825195
	Iteration 6Q: 3 clusters Score -649212 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -649276.562500 Penalty: 2857.825195
	Iteration 7Q: 3 clusters Score -649276.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -649343.937500 Penalty: 2857.825195
	Iteration 8Q: 3 clusters Score -649343.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -649410.500000 Penalty: 2857.825195
	Iteration 9Q: 3 clusters Score -649410.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -649499.875000 Penalty: 2857.825195
	Iteration 10Q: 3 clusters Score -649499.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -649592.187500 Penalty: 2857.825195
	Iteration 11Q: 3 clusters Score -649592.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -649701.250000 Penalty: 2857.825195
	Iteration 12Q: 3 clusters Score -649701.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -649833.625000 Penalty: 2857.825195
	Iteration 13Q: 3 clusters Score -649833.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -649974.937500 Penalty: 2857.825195
	Iteration 14Q: 3 clusters Score -649974.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -650134.625000 Penalty: 2857.825195
	Iteration 15Q: 3 clusters Score -650134.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -650322.500000 Penalty: 2857.825195
	Iteration 16Q: 3 clusters Score -650322.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -650497.812500 Penalty: 2857.825195
	Iteration 17Q: 3 clusters Score -650497.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -650630.062500 Penalty: 2857.825195
	Iteration 18Q: 3 clusters Score -650630.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -650726.687500 Penalty: 2857.825195
	Iteration 19Q: 3 clusters Score -650726.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -650806.875000 Penalty: 2857.825195
	Iteration 20F: 3 clusters Score -650806.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -650871.937500 Penalty: 2857.825195
	Iteration 21Q: 3 clusters Score -650871.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -650908.062500 Penalty: 2857.825195
	Iteration 22Q: 3 clusters Score -650908.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -650942.125000 Penalty: 2857.825195
	Iteration 23Q: 3 clusters Score -650942.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -650968.437500 Penalty: 2857.825195
	Iteration 24Q: 3 clusters Score -650968.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -650987.437500 Penalty: 2857.825195
	Iteration 25Q: 3 clusters Score -650987.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -650997.125000 Penalty: 2857.825195
	Iteration 26Q: 3 clusters Score -650997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -651006.250000 Penalty: 2857.825195
	Iteration 27Q: 3 clusters Score -651006.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -651013.562500 Penalty: 2857.825195
	Iteration 28Q: 3 clusters Score -651013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -651021.000000 Penalty: 2857.825195
	Iteration 29Q: 3 clusters Score -651021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -651022.062500 Penalty: 2857.825195
	Iteration 30Q: 3 clusters Score -651022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -651024.687500 Penalty: 2857.825195
	Iteration 31Q: 3 clusters Score -651024.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -651026.000000 Penalty: 2857.825195
	Iteration 32Q: 3 clusters Score -651026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -651030.250000 Penalty: 2857.825195
	Iteration 33Q: 3 clusters Score -651030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -651036.875000 Penalty: 2857.825195
	Iteration 34Q: 3 clusters Score -651036.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -651038.687500 Penalty: 2857.825195
	Iteration 35Q: 3 clusters Score -651038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -651038.687500 Penalty: 2857.825195
	Iteration 36F: 3 clusters Score -651038.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -78010.429688 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -78010.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76650.179688 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -76650.18 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -76899.476562 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -76899.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76969.703125 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -76969.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76999.695312 Penalty: 2191.436279
	Iteration 3Q: 3 clusters Score -76999.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77014.851562 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -77014.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77037.101562 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -77037.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -77049.000000 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -77049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77054.164062 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -77054.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77057.468750 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -77057.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77059.335938 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -77059.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77062.304688 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -77062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77063.968750 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -77063.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77066.492188 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -77066.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77066.492188 Penalty: 2191.436279
	Iteration 13F: 3 clusters Score -77066.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -208853.656250 Penalty: 1255.007080
	Iteration 0F: 2 clusters Score -208853.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -206606.093750 Penalty: 2510.014160
	Iteration 0F: 3 clusters Score -206606.1 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -207185.656250 Penalty: 2510.014160
	Iteration 1F: 3 clusters Score -207185.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -207327.078125 Penalty: 2510.014160
	Iteration 2F: 3 clusters Score -207327.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -207411.546875 Penalty: 2510.014160
	Iteration 3Q: 3 clusters Score -207411.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -207500.296875 Penalty: 2510.014160
	Iteration 4Q: 3 clusters Score -207500.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -207613.906250 Penalty: 2510.014160
	Iteration 5Q: 3 clusters Score -207613.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -207712.421875 Penalty: 2510.014160
	Iteration 6Q: 3 clusters Score -207712.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -207828.765625 Penalty: 2510.014160
	Iteration 7Q: 3 clusters Score -207828.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -207988.640625 Penalty: 2510.014160
	Iteration 8Q: 3 clusters Score -207988.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -208132.625000 Penalty: 2510.014160
	Iteration 9Q: 3 clusters Score -208132.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -208218.687500 Penalty: 2510.014160
	Iteration 10Q: 3 clusters Score -208218.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -208268.734375 Penalty: 2510.014160
	Iteration 11Q: 3 clusters Score -208268.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -208301.796875 Penalty: 2510.014160
	Iteration 12Q: 3 clusters Score -208301.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -208330.796875 Penalty: 2510.014160
	Iteration 13Q: 3 clusters Score -208330.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -208342.343750 Penalty: 2510.014160
	Iteration 14Q: 3 clusters Score -208342.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -208348.453125 Penalty: 2510.014160
	Iteration 15Q: 3 clusters Score -208348.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -208352.640625 Penalty: 2510.014160
	Iteration 16Q: 3 clusters Score -208352.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -208356.453125 Penalty: 2510.014160
	Iteration 17Q: 3 clusters Score -208356.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -208358.343750 Penalty: 2510.014160
	Iteration 18Q: 3 clusters Score -208358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -208358.718750 Penalty: 2510.014160
	Iteration 19Q: 3 clusters Score -208358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -208358.703125 Penalty: 2510.014160
	Iteration 20F: 3 clusters Score -208358.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Entering Unmasked Estep 
Score: -1091924.000000 Penalty: 1516.870972
	Iteration 0F: 2 clusters Score -1091924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1083845.250000 Penalty: 3033.741943
	Iteration 0F: 3 clusters Score -1083845 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1086501.375000 Penalty: 3033.741943
	Iteration 1F: 3 clusters Score -1086501 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1086763.250000 Penalty: 3033.741943
	Iteration 2F: 3 clusters Score -1086763 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1086941.125000 Penalty: 3033.741943
	Iteration 3Q: 3 clusters Score -1086941 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1087088.875000 Penalty: 3033.741943
	Iteration 4Q: 3 clusters Score -1087089 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1087220.625000 Penalty: 3033.741943
	Iteration 5Q: 3 clusters Score -1087221 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1087341.250000 Penalty: 3033.741943
	Iteration 6Q: 3 clusters Score -1087341 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1087456.875000 Penalty: 3033.741943
	Iteration 7Q: 3 clusters Score -1087457 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1087615.750000 Penalty: 3033.741943
	Iteration 8Q: 3 clusters Score -1087616 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1087806.875000 Penalty: 3033.741943
	Iteration 9Q: 3 clusters Score -1087807 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1088049.125000 Penalty: 3033.741943
	Iteration 10Q: 3 clusters Score -1088049 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1088326.250000 Penalty: 3033.741943
	Iteration 11Q: 3 clusters Score -1088326 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1088651.500000 Penalty: 3033.741943
	Iteration 12Q: 3 clusters Score -1088652 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1088984.375000 Penalty: 3033.741943
	Iteration 13Q: 3 clusters Score -1088984 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1089326.375000 Penalty: 3033.741943
	Iteration 14Q: 3 clusters Score -1089326 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1089636.750000 Penalty: 3033.741943
	Iteration 15Q: 3 clusters Score -1089637 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1089884.125000 Penalty: 3033.741943
	Iteration 16Q: 3 clusters Score -1089884 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1090080.500000 Penalty: 3033.741943
	Iteration 17Q: 3 clusters Score -1090080 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1090233.375000 Penalty: 3033.741943
	Iteration 18Q: 3 clusters Score -1090233 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1090347.000000 Penalty: 3033.741943
	Iteration 19Q: 3 clusters Score -1090347 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1090408.250000 Penalty: 3033.741943
	Iteration 20F: 3 clusters Score -1090408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1090451.375000 Penalty: 3033.741943
	Iteration 21Q: 3 clusters Score -1090451 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1090485.875000 Penalty: 3033.741943
	Iteration 22Q: 3 clusters Score -1090486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1090508.875000 Penalty: 3033.741943
	Iteration 23Q: 3 clusters Score -1090509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1090536.875000 Penalty: 3033.741943
	Iteration 24Q: 3 clusters Score -1090537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1090559.125000 Penalty: 3033.741943
	Iteration 25Q: 3 clusters Score -1090559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1090577.125000 Penalty: 3033.741943
	Iteration 26Q: 3 clusters Score -1090577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1090589.000000 Penalty: 3033.741943
	Iteration 27Q: 3 clusters Score -1090589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1090598.000000 Penalty: 3033.741943
	Iteration 28Q: 3 clusters Score -1090598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1090602.625000 Penalty: 3033.741943
	Iteration 29Q: 3 clusters Score -1090603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1090606.875000 Penalty: 3033.741943
	Iteration 30Q: 3 clusters Score -1090607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1090607.500000 Penalty: 3033.741943
	Iteration 31Q: 3 clusters Score -1090608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1090611.250000 Penalty: 3033.741943
	Iteration 32Q: 3 clusters Score -1090611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1090612.875000 Penalty: 3033.741943
	Iteration 33Q: 3 clusters Score -1090613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1090613.500000 Penalty: 3033.741943
	Iteration 34Q: 3 clusters Score -1090614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1090613.500000 Penalty: 3033.741943
	Iteration 35F: 3 clusters Score -1090614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (199409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199409 members 
Entering Unmasked Estep 
Score: -18256750.000000 Penalty: 1983.005981
	Iteration 0F: 2 clusters Score -1.825675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Mstep: Class 2 contains 99687 members 
Entering Unmasked Estep 
Score: -18124346.000000 Penalty: 3966.011963
	Iteration 0F: 3 clusters Score -1.812435e+07 nChanged 96678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98340 members 
Mstep: Class 2 contains 101069 members 
Entering Unmasked Estep 
Score: -18181416.000000 Penalty: 3966.011963
	Iteration 1F: 3 clusters Score -1.818142e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97431 members 
Mstep: Class 2 contains 101978 members 
Entering Unmasked Estep 
Score: -18182278.000000 Penalty: 3966.011963
	Iteration 2Q: 3 clusters Score -1.818228e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -18183380.000000 Penalty: 3966.011963
	Iteration 3Q: 3 clusters Score -1.818338e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 105435 members 
Entering Unmasked Estep 
Score: -18184994.000000 Penalty: 3966.011963
	Iteration 4Q: 3 clusters Score -1.818499e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 108492 members 
Entering Unmasked Estep 
Score: -18186998.000000 Penalty: 3966.011963
	Iteration 5Q: 3 clusters Score -1.8187e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 112894 members 
Entering Unmasked Estep 
Score: -18190114.000000 Penalty: 3966.011963
	Iteration 6Q: 3 clusters Score -1.819011e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 118895 members 
Entering Unmasked Estep 
Score: -18194768.000000 Penalty: 3966.011963
	Iteration 7Q: 3 clusters Score -1.819477e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 126423 members 
Entering Unmasked Estep 
Score: -18201290.000000 Penalty: 3966.011963
	Iteration 8F: 3 clusters Score -1.820129e+07 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 134783 members 
Entering Unmasked Estep 
Score: -18209650.000000 Penalty: 3966.011963
	Iteration 9F: 3 clusters Score -1.820965e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 142689 members 
Entering Unmasked Estep 
Score: -18218650.000000 Penalty: 3966.011963
	Iteration 10F: 3 clusters Score -1.821865e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 149138 members 
Entering Unmasked Estep 
Score: -18225684.000000 Penalty: 3966.011963
	Iteration 11Q: 3 clusters Score -1.822568e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 154358 members 
Entering Unmasked Estep 
Score: -18229744.000000 Penalty: 3966.011963
	Iteration 12Q: 3 clusters Score -1.822974e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 159049 members 
Entering Unmasked Estep 
Score: -18232444.000000 Penalty: 3966.011963
	Iteration 13Q: 3 clusters Score -1.823244e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 163481 members 
Entering Unmasked Estep 
Score: -18234762.000000 Penalty: 3966.011963
	Iteration 14Q: 3 clusters Score -1.823476e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 167769 members 
Entering Unmasked Estep 
Score: -18236926.000000 Penalty: 3966.011963
	Iteration 15Q: 3 clusters Score -1.823693e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 171868 members 
Entering Unmasked Estep 
Score: -18239042.000000 Penalty: 3966.011963
	Iteration 16Q: 3 clusters Score -1.823904e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 175720 members 
Entering Unmasked Estep 
Score: -18241104.000000 Penalty: 3966.011963
	Iteration 17Q: 3 clusters Score -1.82411e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 179363 members 
Entering Unmasked Estep 
Score: -18242976.000000 Penalty: 3966.011963
	Iteration 18Q: 3 clusters Score -1.824298e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 182655 members 
Entering Unmasked Estep 
Score: -18244958.000000 Penalty: 3966.011963
	Iteration 19Q: 3 clusters Score -1.824496e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 185703 members 
Entering Unmasked Estep 
Score: -18246764.000000 Penalty: 3966.011963
	Iteration 20F: 3 clusters Score -1.824676e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 188436 members 
Entering Unmasked Estep 
Score: -18248366.000000 Penalty: 3966.011963
	Iteration 21Q: 3 clusters Score -1.824837e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 190724 members 
Entering Unmasked Estep 
Score: -18249734.000000 Penalty: 3966.011963
	Iteration 22Q: 3 clusters Score -1.824973e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 192646 members 
Entering Unmasked Estep 
Score: -18250962.000000 Penalty: 3966.011963
	Iteration 23Q: 3 clusters Score -1.825096e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 194253 members 
Entering Unmasked Estep 
Score: -18251962.000000 Penalty: 3966.011963
	Iteration 24Q: 3 clusters Score -1.825196e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 195547 members 
Entering Unmasked Estep 
Score: -18252840.000000 Penalty: 3966.011963
	Iteration 25Q: 3 clusters Score -1.825284e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 196526 members 
Entering Unmasked Estep 
Score: -18253486.000000 Penalty: 3966.011963
	Iteration 26Q: 3 clusters Score -1.825349e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 197229 members 
Entering Unmasked Estep 
Score: -18253934.000000 Penalty: 3966.011963
	Iteration 27Q: 3 clusters Score -1.825393e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 197721 members 
Entering Unmasked Estep 
Score: -18254264.000000 Penalty: 3966.011963
	Iteration 28Q: 3 clusters Score -1.825426e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 198042 members 
Entering Unmasked Estep 
Score: -18254478.000000 Penalty: 3966.011963
	Iteration 29Q: 3 clusters Score -1.825448e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 198288 members 
Entering Unmasked Estep 
Score: -18254678.000000 Penalty: 3966.011963
	Iteration 30Q: 3 clusters Score -1.825468e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 198453 members 
Entering Unmasked Estep 
Score: -18254794.000000 Penalty: 3966.011963
	Iteration 31Q: 3 clusters Score -1.825479e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 198560 members 
Entering Unmasked Estep 
Score: -18254854.000000 Penalty: 3966.011963
	Iteration 32Q: 3 clusters Score -1.825485e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 198634 members 
Entering Unmasked Estep 
Score: -18254916.000000 Penalty: 3966.011963
	Iteration 33Q: 3 clusters Score -1.825492e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 198671 members 
Entering Unmasked Estep 
Score: -18254918.000000 Penalty: 3966.011963
	Iteration 34Q: 3 clusters Score -1.825492e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 198700 members 
Entering Unmasked Estep 
Score: -18254944.000000 Penalty: 3966.011963
	Iteration 35Q: 3 clusters Score -1.825494e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 198729 members 
Entering Unmasked Estep 
Score: -18254984.000000 Penalty: 3966.011963
	Iteration 36Q: 3 clusters Score -1.825498e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 198742 members 
Entering Unmasked Estep 
Score: -18254998.000000 Penalty: 3966.011963
	Iteration 37Q: 3 clusters Score -1.8255e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 198758 members 
Entering Unmasked Estep 
Score: -18255000.000000 Penalty: 3966.011963
	Iteration 38Q: 3 clusters Score -1.8255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 198781 members 
Entering Unmasked Estep 
Score: -18255018.000000 Penalty: 3966.011963
	Iteration 39Q: 3 clusters Score -1.825502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 198797 members 
Entering Unmasked Estep 
Score: -18255042.000000 Penalty: 3966.011963
	Iteration 40F: 3 clusters Score -1.825504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 198808 members 
Entering Unmasked Estep 
Score: -18255048.000000 Penalty: 3966.011963
	Iteration 41Q: 3 clusters Score -1.825505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 198812 members 
Entering Unmasked Estep 
Score: -18255060.000000 Penalty: 3966.011963
	Iteration 42Q: 3 clusters Score -1.825506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 198817 members 
Entering Unmasked Estep 
Score: -18255056.000000 Penalty: 3966.011963
	Iteration 43Q: 3 clusters Score -1.825506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 198826 members 
Entering Unmasked Estep 
Score: -18255060.000000 Penalty: 3966.011963
	Iteration 44Q: 3 clusters Score -1.825506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 198831 members 
Entering Unmasked Estep 
Score: -18255068.000000 Penalty: 3966.011963
	Iteration 45Q: 3 clusters Score -1.825507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 198839 members 
Entering Unmasked Estep 
Score: -18255078.000000 Penalty: 3966.011963
	Iteration 46Q: 3 clusters Score -1.825508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 198844 members 
Entering Unmasked Estep 
Score: -18255064.000000 Penalty: 3966.011963
	Iteration 47Q: 3 clusters Score -1.825506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 198851 members 
Entering Unmasked Estep 
Score: -18255076.000000 Penalty: 3966.011963
	Iteration 48Q: 3 clusters Score -1.825508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 198854 members 
Entering Unmasked Estep 
Score: -18255080.000000 Penalty: 3966.011963
	Iteration 49Q: 3 clusters Score -1.825508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 198857 members 
Entering Unmasked Estep 
Score: -18255090.000000 Penalty: 3966.011963
	Iteration 50Q: 3 clusters Score -1.825509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 198862 members 
Entering Unmasked Estep 
Score: -18255092.000000 Penalty: 3966.011963
	Iteration 51Q: 3 clusters Score -1.825509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 198864 members 
Entering Unmasked Estep 
Score: -18255090.000000 Penalty: 3966.011963
	Iteration 52Q: 3 clusters Score -1.825509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 198866 members 
Entering Unmasked Estep 
Score: -18255094.000000 Penalty: 3966.011963
	Iteration 53Q: 3 clusters Score -1.825509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 198868 members 
Entering Unmasked Estep 
Score: -18255100.000000 Penalty: 3966.011963
	Iteration 54Q: 3 clusters Score -1.82551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 198870 members 
Entering Unmasked Estep 
Score: -18255098.000000 Penalty: 3966.011963
	Iteration 55Q: 3 clusters Score -1.82551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 198868 members 
Entering Unmasked Estep 
Score: -18255092.000000 Penalty: 3966.011963
	Iteration 56Q: 3 clusters Score -1.825509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 198866 members 
Entering Unmasked Estep 
Score: -18255090.000000 Penalty: 3966.011963
	Iteration 57Q: 3 clusters Score -1.825509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 198867 members 
Entering Unmasked Estep 
Score: -18255096.000000 Penalty: 3966.011963
	Iteration 58Q: 3 clusters Score -1.82551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 198868 members 
Entering Unmasked Estep 
Score: -18255098.000000 Penalty: 3966.011963
	Iteration 59Q: 3 clusters Score -1.82551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 198868 members 
Entering Unmasked Estep 
Score: -18255098.000000 Penalty: 3966.011963
	Iteration 60F: 3 clusters Score -1.82551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Entering Unmasked Estep 
Score: -394762.968750 Penalty: 1351.716309
	Iteration 0F: 2 clusters Score -394763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -391359.531250 Penalty: 2703.432617
	Iteration 0F: 3 clusters Score -391359.5 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -392261.968750 Penalty: 2703.432617
	Iteration 1F: 3 clusters Score -392262 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -392462.656250 Penalty: 2703.432617
	Iteration 2F: 3 clusters Score -392462.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -392612.062500 Penalty: 2703.432617
	Iteration 3F: 3 clusters Score -392612.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -392749.843750 Penalty: 2703.432617
	Iteration 4Q: 3 clusters Score -392749.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -392873.250000 Penalty: 2703.432617
	Iteration 5Q: 3 clusters Score -392873.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -393028.156250 Penalty: 2703.432617
	Iteration 6Q: 3 clusters Score -393028.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -393204.625000 Penalty: 2703.432617
	Iteration 7Q: 3 clusters Score -393204.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -393427.250000 Penalty: 2703.432617
	Iteration 8F: 3 clusters Score -393427.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -393655.718750 Penalty: 2703.432617
	Iteration 9Q: 3 clusters Score -393655.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -393917.468750 Penalty: 2703.432617
	Iteration 10Q: 3 clusters Score -393917.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -394128.500000 Penalty: 2703.432617
	Iteration 11Q: 3 clusters Score -394128.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -394266.218750 Penalty: 2703.432617
	Iteration 12Q: 3 clusters Score -394266.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -394329.843750 Penalty: 2703.432617
	Iteration 13Q: 3 clusters Score -394329.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -394360.875000 Penalty: 2703.432617
	Iteration 14Q: 3 clusters Score -394360.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -394375.656250 Penalty: 2703.432617
	Iteration 15Q: 3 clusters Score -394375.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -394379.281250 Penalty: 2703.432617
	Iteration 16Q: 3 clusters Score -394379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -394379.906250 Penalty: 2703.432617
	Iteration 17Q: 3 clusters Score -394379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -394380.750000 Penalty: 2703.432617
	Iteration 18Q: 3 clusters Score -394380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -394381.875000 Penalty: 2703.432617
	Iteration 19Q: 3 clusters Score -394381.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -394382.718750 Penalty: 2703.432617
	Iteration 20F: 3 clusters Score -394382.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -394389.843750 Penalty: 2703.432617
	Iteration 21Q: 3 clusters Score -394389.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -394407.625000 Penalty: 2703.432617
	Iteration 22Q: 3 clusters Score -394407.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -394424.843750 Penalty: 2703.432617
	Iteration 23Q: 3 clusters Score -394424.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -394437.187500 Penalty: 2703.432617
	Iteration 24Q: 3 clusters Score -394437.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -394452.468750 Penalty: 2703.432617
	Iteration 25Q: 3 clusters Score -394452.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -394468.468750 Penalty: 2703.432617
	Iteration 26Q: 3 clusters Score -394468.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -394484.906250 Penalty: 2703.432617
	Iteration 27Q: 3 clusters Score -394484.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -394489.281250 Penalty: 2703.432617
	Iteration 28Q: 3 clusters Score -394489.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -394492.312500 Penalty: 2703.432617
	Iteration 29Q: 3 clusters Score -394492.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -394496.125000 Penalty: 2703.432617
	Iteration 30Q: 3 clusters Score -394496.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -394497.750000 Penalty: 2703.432617
	Iteration 31Q: 3 clusters Score -394497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -394498.812500 Penalty: 2703.432617
	Iteration 32Q: 3 clusters Score -394498.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -394501.406250 Penalty: 2703.432617
	Iteration 33Q: 3 clusters Score -394501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -394502.437500 Penalty: 2703.432617
	Iteration 34Q: 3 clusters Score -394502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -394503.000000 Penalty: 2703.432617
	Iteration 35Q: 3 clusters Score -394503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -394503.812500 Penalty: 2703.432617
	Iteration 36Q: 3 clusters Score -394503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -394505.156250 Penalty: 2703.432617
	Iteration 37Q: 3 clusters Score -394505.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -394509.218750 Penalty: 2703.432617
	Iteration 38Q: 3 clusters Score -394509.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -394512.406250 Penalty: 2703.432617
	Iteration 39Q: 3 clusters Score -394512.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -394516.406250 Penalty: 2703.432617
	Iteration 40F: 3 clusters Score -394516.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -394523.625000 Penalty: 2703.432617
	Iteration 41Q: 3 clusters Score -394523.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -394528.843750 Penalty: 2703.432617
	Iteration 42Q: 3 clusters Score -394528.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -394535.750000 Penalty: 2703.432617
	Iteration 43Q: 3 clusters Score -394535.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -394541.750000 Penalty: 2703.432617
	Iteration 44Q: 3 clusters Score -394541.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -394548.031250 Penalty: 2703.432617
	Iteration 45Q: 3 clusters Score -394548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -394550.718750 Penalty: 2703.432617
	Iteration 46Q: 3 clusters Score -394550.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -394552.812500 Penalty: 2703.432617
	Iteration 47Q: 3 clusters Score -394552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -394554.156250 Penalty: 2703.432617
	Iteration 48Q: 3 clusters Score -394554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -394554.093750 Penalty: 2703.432617
	Iteration 49Q: 3 clusters Score -394554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -394554.312500 Penalty: 2703.432617
	Iteration 50Q: 3 clusters Score -394554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -394554.312500 Penalty: 2703.432617
	Iteration 51F: 3 clusters Score -394554.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -150940.406250 Penalty: 1229.020020
	Iteration 0F: 2 clusters Score -150940.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -148987.171875 Penalty: 2458.040039
	Iteration 0F: 3 clusters Score -148987.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -149639.468750 Penalty: 2458.040039
	Iteration 1F: 3 clusters Score -149639.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -150034.156250 Penalty: 2458.040039
	Iteration 2F: 3 clusters Score -150034.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -150410.656250 Penalty: 2458.040039
	Iteration 3F: 3 clusters Score -150410.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -150778.625000 Penalty: 2458.040039
	Iteration 4F: 3 clusters Score -150778.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -151148.265625 Penalty: 2458.040039
	Iteration 5F: 3 clusters Score -151148.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -151322.859375 Penalty: 2458.040039
	Iteration 6Q: 3 clusters Score -151322.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -151392.062500 Penalty: 2458.040039
	Iteration 7Q: 3 clusters Score -151392.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -151415.625000 Penalty: 2458.040039
	Iteration 8Q: 3 clusters Score -151415.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -151423.656250 Penalty: 2458.040039
	Iteration 9Q: 3 clusters Score -151423.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -151425.875000 Penalty: 2458.040039
	Iteration 10Q: 3 clusters Score -151425.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -151427.375000 Penalty: 2458.040039
	Iteration 11F: 3 clusters Score -151427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -151440.296875 Penalty: 2458.040039
	Iteration 12Q: 3 clusters Score -151440.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -151445.781250 Penalty: 2458.040039
	Iteration 13Q: 3 clusters Score -151445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -151448.156250 Penalty: 2458.040039
	Iteration 14Q: 3 clusters Score -151448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -151448.156250 Penalty: 2458.040039
	Iteration 15F: 3 clusters Score -151448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 199409 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 10289 members 
Mstep: Class 9 contains 9032 members 
Mstep: Class 10 contains 17266 members 
Mstep: Class 11 contains 12872 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 67501 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18778 members 
Mstep: Class 16 contains 5983 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36234 members 
Mstep: Class 19 contains 86935 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 13973 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
Score: -53856472.000000 Penalty: 47529.371094
Splitting cluster 7 changes total score from -53856884.000000 to -53856472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Entering Unmasked Estep 
Score: -852797.000000 Penalty: 1501.309937
	Iteration 0F: 2 clusters Score -852797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -845519.062500 Penalty: 3002.619873
	Iteration 0F: 3 clusters Score -845519.1 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -848144.875000 Penalty: 3002.619873
	Iteration 1F: 3 clusters Score -848144.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -848548.500000 Penalty: 3002.619873
	Iteration 2F: 3 clusters Score -848548.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -848931.062500 Penalty: 3002.619873
	Iteration 3F: 3 clusters Score -848931.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -849300.375000 Penalty: 3002.619873
	Iteration 4F: 3 clusters Score -849300.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -849731.875000 Penalty: 3002.619873
	Iteration 5F: 3 clusters Score -849731.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -850178.062500 Penalty: 3002.619873
	Iteration 6F: 3 clusters Score -850178.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -850600.000000 Penalty: 3002.619873
	Iteration 7Q: 3 clusters Score -850600 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -850996.625000 Penalty: 3002.619873
	Iteration 8Q: 3 clusters Score -850996.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -851247.437500 Penalty: 3002.619873
	Iteration 9Q: 3 clusters Score -851247.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -851406.312500 Penalty: 3002.619873
	Iteration 10Q: 3 clusters Score -851406.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -851495.437500 Penalty: 3002.619873
	Iteration 11Q: 3 clusters Score -851495.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -851557.187500 Penalty: 3002.619873
	Iteration 12Q: 3 clusters Score -851557.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -851601.062500 Penalty: 3002.619873
	Iteration 13Q: 3 clusters Score -851601.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -851639.125000 Penalty: 3002.619873
	Iteration 14Q: 3 clusters Score -851639.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -851673.312500 Penalty: 3002.619873
	Iteration 15Q: 3 clusters Score -851673.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -851687.875000 Penalty: 3002.619873
	Iteration 16Q: 3 clusters Score -851687.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -851702.000000 Penalty: 3002.619873
	Iteration 17Q: 3 clusters Score -851702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -851713.000000 Penalty: 3002.619873
	Iteration 18Q: 3 clusters Score -851713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -851723.875000 Penalty: 3002.619873
	Iteration 19Q: 3 clusters Score -851723.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -851725.625000 Penalty: 3002.619873
	Iteration 20F: 3 clusters Score -851725.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -851727.937500 Penalty: 3002.619873
	Iteration 21Q: 3 clusters Score -851727.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -851737.375000 Penalty: 3002.619873
	Iteration 22Q: 3 clusters Score -851737.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -851743.312500 Penalty: 3002.619873
	Iteration 23Q: 3 clusters Score -851743.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -851745.562500 Penalty: 3002.619873
	Iteration 24Q: 3 clusters Score -851745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -851748.312500 Penalty: 3002.619873
	Iteration 25Q: 3 clusters Score -851748.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -851752.500000 Penalty: 3002.619873
	Iteration 26Q: 3 clusters Score -851752.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -851756.562500 Penalty: 3002.619873
	Iteration 27Q: 3 clusters Score -851756.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -851757.687500 Penalty: 3002.619873
	Iteration 28Q: 3 clusters Score -851757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -851759.312500 Penalty: 3002.619873
	Iteration 29Q: 3 clusters Score -851759.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -851758.187500 Penalty: 3002.619873
	Iteration 30Q: 3 clusters Score -851758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -851758.937500 Penalty: 3002.619873
	Iteration 31Q: 3 clusters Score -851758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -851761.750000 Penalty: 3002.619873
	Iteration 32Q: 3 clusters Score -851761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -851763.250000 Penalty: 3002.619873
	Iteration 33Q: 3 clusters Score -851763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -851763.687500 Penalty: 3002.619873
	Iteration 34Q: 3 clusters Score -851763.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -851763.687500 Penalty: 3002.619873
	Iteration 35F: 3 clusters Score -851763.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Entering Unmasked Estep 
Score: -842226.937500 Penalty: 1480.135986
	Iteration 0F: 2 clusters Score -842226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -835708.062500 Penalty: 2960.271973
	Iteration 0F: 3 clusters Score -835708.1 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -837780.437500 Penalty: 2960.271973
	Iteration 1F: 3 clusters Score -837780.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -838015.187500 Penalty: 2960.271973
	Iteration 2F: 3 clusters Score -838015.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -838171.875000 Penalty: 2960.271973
	Iteration 3Q: 3 clusters Score -838171.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -838303.500000 Penalty: 2960.271973
	Iteration 4Q: 3 clusters Score -838303.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -838427.437500 Penalty: 2960.271973
	Iteration 5Q: 3 clusters Score -838427.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -838533.250000 Penalty: 2960.271973
	Iteration 6Q: 3 clusters Score -838533.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -838630.125000 Penalty: 2960.271973
	Iteration 7Q: 3 clusters Score -838630.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -838734.625000 Penalty: 2960.271973
	Iteration 8Q: 3 clusters Score -838734.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -838833.250000 Penalty: 2960.271973
	Iteration 9Q: 3 clusters Score -838833.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -838937.687500 Penalty: 2960.271973
	Iteration 10Q: 3 clusters Score -838937.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -839031.437500 Penalty: 2960.271973
	Iteration 11Q: 3 clusters Score -839031.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -839123.562500 Penalty: 2960.271973
	Iteration 12Q: 3 clusters Score -839123.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -839231.250000 Penalty: 2960.271973
	Iteration 13Q: 3 clusters Score -839231.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -839359.937500 Penalty: 2960.271973
	Iteration 14Q: 3 clusters Score -839359.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -839482.125000 Penalty: 2960.271973
	Iteration 15Q: 3 clusters Score -839482.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -839625.625000 Penalty: 2960.271973
	Iteration 16Q: 3 clusters Score -839625.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -839773.562500 Penalty: 2960.271973
	Iteration 17Q: 3 clusters Score -839773.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -839883.937500 Penalty: 2960.271973
	Iteration 18Q: 3 clusters Score -839883.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -839951.687500 Penalty: 2960.271973
	Iteration 19Q: 3 clusters Score -839951.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -840003.187500 Penalty: 2960.271973
	Iteration 20F: 3 clusters Score -840003.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -840038.375000 Penalty: 2960.271973
	Iteration 21Q: 3 clusters Score -840038.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -840069.875000 Penalty: 2960.271973
	Iteration 22Q: 3 clusters Score -840069.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -840092.562500 Penalty: 2960.271973
	Iteration 23Q: 3 clusters Score -840092.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -840112.937500 Penalty: 2960.271973
	Iteration 24Q: 3 clusters Score -840112.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -840127.062500 Penalty: 2960.271973
	Iteration 25Q: 3 clusters Score -840127.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -840141.250000 Penalty: 2960.271973
	Iteration 26Q: 3 clusters Score -840141.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -840145.062500 Penalty: 2960.271973
	Iteration 27Q: 3 clusters Score -840145.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -840152.812500 Penalty: 2960.271973
	Iteration 28Q: 3 clusters Score -840152.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -840155.062500 Penalty: 2960.271973
	Iteration 29Q: 3 clusters Score -840155.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -840164.625000 Penalty: 2960.271973
	Iteration 30Q: 3 clusters Score -840164.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -840169.312500 Penalty: 2960.271973
	Iteration 31Q: 3 clusters Score -840169.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -840175.062500 Penalty: 2960.271973
	Iteration 32Q: 3 clusters Score -840175.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -840186.687500 Penalty: 2960.271973
	Iteration 33Q: 3 clusters Score -840186.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -840187.125000 Penalty: 2960.271973
	Iteration 34Q: 3 clusters Score -840187.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -840193.375000 Penalty: 2960.271973
	Iteration 35Q: 3 clusters Score -840193.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -840197.250000 Penalty: 2960.271973
	Iteration 36Q: 3 clusters Score -840197.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -840201.750000 Penalty: 2960.271973
	Iteration 37Q: 3 clusters Score -840201.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -840207.750000 Penalty: 2960.271973
	Iteration 38Q: 3 clusters Score -840207.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -840208.687500 Penalty: 2960.271973
	Iteration 39Q: 3 clusters Score -840208.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -840212.375000 Penalty: 2960.271973
	Iteration 40F: 3 clusters Score -840212.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -840219.375000 Penalty: 2960.271973
	Iteration 41Q: 3 clusters Score -840219.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -840223.000000 Penalty: 2960.271973
	Iteration 42Q: 3 clusters Score -840223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -840227.250000 Penalty: 2960.271973
	Iteration 43Q: 3 clusters Score -840227.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -840236.062500 Penalty: 2960.271973
	Iteration 44Q: 3 clusters Score -840236.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -840244.500000 Penalty: 2960.271973
	Iteration 45Q: 3 clusters Score -840244.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -840250.875000 Penalty: 2960.271973
	Iteration 46Q: 3 clusters Score -840250.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -840263.187500 Penalty: 2960.271973
	Iteration 47Q: 3 clusters Score -840263.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -840268.062500 Penalty: 2960.271973
	Iteration 48Q: 3 clusters Score -840268.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -840274.000000 Penalty: 2960.271973
	Iteration 49Q: 3 clusters Score -840274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -840280.000000 Penalty: 2960.271973
	Iteration 50Q: 3 clusters Score -840280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -840292.687500 Penalty: 2960.271973
	Iteration 51Q: 3 clusters Score -840292.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -840295.187500 Penalty: 2960.271973
	Iteration 52Q: 3 clusters Score -840295.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -840303.500000 Penalty: 2960.271973
	Iteration 53Q: 3 clusters Score -840303.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -840309.312500 Penalty: 2960.271973
	Iteration 54Q: 3 clusters Score -840309.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -840321.000000 Penalty: 2960.271973
	Iteration 55Q: 3 clusters Score -840321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -840324.875000 Penalty: 2960.271973
	Iteration 56Q: 3 clusters Score -840324.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -840333.437500 Penalty: 2960.271973
	Iteration 57Q: 3 clusters Score -840333.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -840339.750000 Penalty: 2960.271973
	Iteration 58Q: 3 clusters Score -840339.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -840338.500000 Penalty: 2960.271973
	Iteration 59Q: 3 clusters Score -840338.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -840345.687500 Penalty: 2960.271973
	Iteration 60F: 3 clusters Score -840345.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -840349.250000 Penalty: 2960.271973
	Iteration 61Q: 3 clusters Score -840349.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -840357.625000 Penalty: 2960.271973
	Iteration 62Q: 3 clusters Score -840357.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -840363.937500 Penalty: 2960.271973
	Iteration 63Q: 3 clusters Score -840363.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -840370.437500 Penalty: 2960.271973
	Iteration 64Q: 3 clusters Score -840370.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -840377.625000 Penalty: 2960.271973
	Iteration 65Q: 3 clusters Score -840377.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -840380.937500 Penalty: 2960.271973
	Iteration 66Q: 3 clusters Score -840380.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -840384.062500 Penalty: 2960.271973
	Iteration 67Q: 3 clusters Score -840384.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -840389.125000 Penalty: 2960.271973
	Iteration 68Q: 3 clusters Score -840389.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -840392.937500 Penalty: 2960.271973
	Iteration 69Q: 3 clusters Score -840392.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -840396.750000 Penalty: 2960.271973
	Iteration 70Q: 3 clusters Score -840396.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -840404.125000 Penalty: 2960.271973
	Iteration 71Q: 3 clusters Score -840404.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -840411.500000 Penalty: 2960.271973
	Iteration 72Q: 3 clusters Score -840411.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -840418.625000 Penalty: 2960.271973
	Iteration 73Q: 3 clusters Score -840418.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -840426.812500 Penalty: 2960.271973
	Iteration 74Q: 3 clusters Score -840426.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -840429.562500 Penalty: 2960.271973
	Iteration 75Q: 3 clusters Score -840429.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -840432.500000 Penalty: 2960.271973
	Iteration 76Q: 3 clusters Score -840432.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -840433.812500 Penalty: 2960.271973
	Iteration 77Q: 3 clusters Score -840433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -840434.312500 Penalty: 2960.271973
	Iteration 78Q: 3 clusters Score -840434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -840434.812500 Penalty: 2960.271973
	Iteration 79Q: 3 clusters Score -840434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -840438.375000 Penalty: 2960.271973
	Iteration 80F: 3 clusters Score -840438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -840438.375000 Penalty: 2960.271973
	Iteration 81Q: 3 clusters Score -840438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -840437.312500 Penalty: 2960.271973
	Iteration 82Q: 3 clusters Score -840437.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -840437.125000 Penalty: 2960.271973
	Iteration 83Q: 3 clusters Score -840437.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -840437.125000 Penalty: 2960.271973
	Iteration 84F: 3 clusters Score -840437.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Entering Unmasked Estep 
Score: -1574979.500000 Penalty: 1585.430420
	Iteration 0F: 2 clusters Score -1574980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1563124.625000 Penalty: 3170.860840
	Iteration 0F: 3 clusters Score -1563125 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1567362.375000 Penalty: 3170.860840
	Iteration 1F: 3 clusters Score -1567362 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1567689.750000 Penalty: 3170.860840
	Iteration 2F: 3 clusters Score -1567690 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1568070.000000 Penalty: 3170.860840
	Iteration 3Q: 3 clusters Score -1568070 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1568549.000000 Penalty: 3170.860840
	Iteration 4F: 3 clusters Score -1568549 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1569126.875000 Penalty: 3170.860840
	Iteration 5F: 3 clusters Score -1569127 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1569845.375000 Penalty: 3170.860840
	Iteration 6F: 3 clusters Score -1569845 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1570626.500000 Penalty: 3170.860840
	Iteration 7F: 3 clusters Score -1570626 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1571415.875000 Penalty: 3170.860840
	Iteration 8F: 3 clusters Score -1571416 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1572078.250000 Penalty: 3170.860840
	Iteration 9Q: 3 clusters Score -1572078 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1572539.375000 Penalty: 3170.860840
	Iteration 10Q: 3 clusters Score -1572539 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1572823.125000 Penalty: 3170.860840
	Iteration 11Q: 3 clusters Score -1572823 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1573014.000000 Penalty: 3170.860840
	Iteration 12Q: 3 clusters Score -1573014 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1573120.750000 Penalty: 3170.860840
	Iteration 13Q: 3 clusters Score -1573121 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1573221.000000 Penalty: 3170.860840
	Iteration 14Q: 3 clusters Score -1573221 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1573326.750000 Penalty: 3170.860840
	Iteration 15Q: 3 clusters Score -1573327 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1573389.500000 Penalty: 3170.860840
	Iteration 16Q: 3 clusters Score -1573390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1573440.375000 Penalty: 3170.860840
	Iteration 17Q: 3 clusters Score -1573440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1573479.750000 Penalty: 3170.860840
	Iteration 18Q: 3 clusters Score -1573480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1573515.000000 Penalty: 3170.860840
	Iteration 19Q: 3 clusters Score -1573515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1573539.750000 Penalty: 3170.860840
	Iteration 20F: 3 clusters Score -1573540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1573559.750000 Penalty: 3170.860840
	Iteration 21Q: 3 clusters Score -1573560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1573576.625000 Penalty: 3170.860840
	Iteration 22Q: 3 clusters Score -1573577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1573589.375000 Penalty: 3170.860840
	Iteration 23Q: 3 clusters Score -1573589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1573596.750000 Penalty: 3170.860840
	Iteration 24Q: 3 clusters Score -1573597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1573604.375000 Penalty: 3170.860840
	Iteration 25Q: 3 clusters Score -1573604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1573610.500000 Penalty: 3170.860840
	Iteration 26Q: 3 clusters Score -1573610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1573617.000000 Penalty: 3170.860840
	Iteration 27Q: 3 clusters Score -1573617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1573625.750000 Penalty: 3170.860840
	Iteration 28Q: 3 clusters Score -1573626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1573631.375000 Penalty: 3170.860840
	Iteration 29Q: 3 clusters Score -1573631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1573636.125000 Penalty: 3170.860840
	Iteration 30Q: 3 clusters Score -1573636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1573637.625000 Penalty: 3170.860840
	Iteration 31Q: 3 clusters Score -1573638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1573639.000000 Penalty: 3170.860840
	Iteration 32Q: 3 clusters Score -1573639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1573641.500000 Penalty: 3170.860840
	Iteration 33Q: 3 clusters Score -1573642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1573640.375000 Penalty: 3170.860840
	Iteration 34Q: 3 clusters Score -1573640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1573642.125000 Penalty: 3170.860840
	Iteration 35Q: 3 clusters Score -1573642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1573640.125000 Penalty: 3170.860840
	Iteration 36Q: 3 clusters Score -1573640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1573640.125000 Penalty: 3170.860840
	Iteration 37F: 3 clusters Score -1573640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Entering Unmasked Estep 
Score: -1144851.125000 Penalty: 1537.706543
	Iteration 0F: 2 clusters Score -1144851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1135851.500000 Penalty: 3075.413086
	Iteration 0F: 3 clusters Score -1135852 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1139113.125000 Penalty: 3075.413086
	Iteration 1F: 3 clusters Score -1139113 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1139672.750000 Penalty: 3075.413086
	Iteration 2F: 3 clusters Score -1139673 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1140245.500000 Penalty: 3075.413086
	Iteration 3F: 3 clusters Score -1140246 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1140792.000000 Penalty: 3075.413086
	Iteration 4F: 3 clusters Score -1140792 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1141357.875000 Penalty: 3075.413086
	Iteration 5F: 3 clusters Score -1141358 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1141854.750000 Penalty: 3075.413086
	Iteration 6F: 3 clusters Score -1141855 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1142183.500000 Penalty: 3075.413086
	Iteration 7Q: 3 clusters Score -1142184 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1142451.250000 Penalty: 3075.413086
	Iteration 8Q: 3 clusters Score -1142451 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1142695.500000 Penalty: 3075.413086
	Iteration 9Q: 3 clusters Score -1142696 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1142898.375000 Penalty: 3075.413086
	Iteration 10Q: 3 clusters Score -1142898 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1143069.375000 Penalty: 3075.413086
	Iteration 11Q: 3 clusters Score -1143069 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1143211.250000 Penalty: 3075.413086
	Iteration 12Q: 3 clusters Score -1143211 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1143313.250000 Penalty: 3075.413086
	Iteration 13Q: 3 clusters Score -1143313 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1143392.750000 Penalty: 3075.413086
	Iteration 14Q: 3 clusters Score -1143393 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1143453.375000 Penalty: 3075.413086
	Iteration 15Q: 3 clusters Score -1143453 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1143493.750000 Penalty: 3075.413086
	Iteration 16Q: 3 clusters Score -1143494 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1143521.750000 Penalty: 3075.413086
	Iteration 17Q: 3 clusters Score -1143522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1143544.000000 Penalty: 3075.413086
	Iteration 18Q: 3 clusters Score -1143544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1143564.500000 Penalty: 3075.413086
	Iteration 19Q: 3 clusters Score -1143564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1143578.375000 Penalty: 3075.413086
	Iteration 20F: 3 clusters Score -1143578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1143593.375000 Penalty: 3075.413086
	Iteration 21Q: 3 clusters Score -1143593 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1143608.875000 Penalty: 3075.413086
	Iteration 22Q: 3 clusters Score -1143609 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1143626.625000 Penalty: 3075.413086
	Iteration 23Q: 3 clusters Score -1143627 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1143644.625000 Penalty: 3075.413086
	Iteration 24Q: 3 clusters Score -1143645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1143664.250000 Penalty: 3075.413086
	Iteration 25Q: 3 clusters Score -1143664 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1143673.000000 Penalty: 3075.413086
	Iteration 26Q: 3 clusters Score -1143673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1143682.500000 Penalty: 3075.413086
	Iteration 27Q: 3 clusters Score -1143682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1143685.875000 Penalty: 3075.413086
	Iteration 28Q: 3 clusters Score -1143686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1143694.875000 Penalty: 3075.413086
	Iteration 29Q: 3 clusters Score -1143695 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1143698.375000 Penalty: 3075.413086
	Iteration 30Q: 3 clusters Score -1143698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1143703.375000 Penalty: 3075.413086
	Iteration 31Q: 3 clusters Score -1143703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1143705.500000 Penalty: 3075.413086
	Iteration 32Q: 3 clusters Score -1143706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1143710.500000 Penalty: 3075.413086
	Iteration 33Q: 3 clusters Score -1143710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1143717.250000 Penalty: 3075.413086
	Iteration 34Q: 3 clusters Score -1143717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1143715.250000 Penalty: 3075.413086
	Iteration 35Q: 3 clusters Score -1143715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1143718.750000 Penalty: 3075.413086
	Iteration 36Q: 3 clusters Score -1143719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1143721.000000 Penalty: 3075.413086
	Iteration 37Q: 3 clusters Score -1143721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1143722.500000 Penalty: 3075.413086
	Iteration 38Q: 3 clusters Score -1143722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1143723.125000 Penalty: 3075.413086
	Iteration 39Q: 3 clusters Score -1143723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1143723.250000 Penalty: 3075.413086
	Iteration 40F: 3 clusters Score -1143723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1143725.625000 Penalty: 3075.413086
	Iteration 41Q: 3 clusters Score -1143726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1143726.500000 Penalty: 3075.413086
	Iteration 42Q: 3 clusters Score -1143726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1143728.375000 Penalty: 3075.413086
	Iteration 43Q: 3 clusters Score -1143728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1143729.000000 Penalty: 3075.413086
	Iteration 44Q: 3 clusters Score -1143729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1143726.125000 Penalty: 3075.413086
	Iteration 45Q: 3 clusters Score -1143726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1143727.000000 Penalty: 3075.413086
	Iteration 46Q: 3 clusters Score -1143727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1143728.625000 Penalty: 3075.413086
	Iteration 47Q: 3 clusters Score -1143729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1143727.875000 Penalty: 3075.413086
	Iteration 48Q: 3 clusters Score -1143728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1143729.125000 Penalty: 3075.413086
	Iteration 49Q: 3 clusters Score -1143729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1143729.250000 Penalty: 3075.413086
	Iteration 50Q: 3 clusters Score -1143729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1143731.250000 Penalty: 3075.413086
	Iteration 51Q: 3 clusters Score -1143731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1143731.875000 Penalty: 3075.413086
	Iteration 52Q: 3 clusters Score -1143732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1143732.500000 Penalty: 3075.413086
	Iteration 53Q: 3 clusters Score -1143732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1143732.125000 Penalty: 3075.413086
	Iteration 54Q: 3 clusters Score -1143732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1143733.500000 Penalty: 3075.413086
	Iteration 55Q: 3 clusters Score -1143734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1143734.375000 Penalty: 3075.413086
	Iteration 56Q: 3 clusters Score -1143734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1143734.375000 Penalty: 3075.413086
	Iteration 57F: 3 clusters Score -1143734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Entering Unmasked Estep 
Score: -725981.312500 Penalty: 1467.688721
	Iteration 0F: 2 clusters Score -725981.3 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 4222 members 
Entering Unmasked Estep 
Score: -719858.187500 Penalty: 2935.377441
	Iteration 0F: 3 clusters Score -719858.2 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -721858.625000 Penalty: 2935.377441
	Iteration 1F: 3 clusters Score -721858.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -722239.250000 Penalty: 2935.377441
	Iteration 2F: 3 clusters Score -722239.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -722698.500000 Penalty: 2935.377441
	Iteration 3F: 3 clusters Score -722698.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -723199.937500 Penalty: 2935.377441
	Iteration 4F: 3 clusters Score -723199.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -723735.625000 Penalty: 2935.377441
	Iteration 5F: 3 clusters Score -723735.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -724214.500000 Penalty: 2935.377441
	Iteration 6F: 3 clusters Score -724214.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -724517.437500 Penalty: 2935.377441
	Iteration 7Q: 3 clusters Score -724517.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -724754.937500 Penalty: 2935.377441
	Iteration 8Q: 3 clusters Score -724754.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -724922.812500 Penalty: 2935.377441
	Iteration 9Q: 3 clusters Score -724922.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -725031.875000 Penalty: 2935.377441
	Iteration 10Q: 3 clusters Score -725031.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -725123.500000 Penalty: 2935.377441
	Iteration 11Q: 3 clusters Score -725123.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -725190.062500 Penalty: 2935.377441
	Iteration 12Q: 3 clusters Score -725190.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -725223.875000 Penalty: 2935.377441
	Iteration 13Q: 3 clusters Score -725223.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -725251.687500 Penalty: 2935.377441
	Iteration 14Q: 3 clusters Score -725251.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -725272.187500 Penalty: 2935.377441
	Iteration 15Q: 3 clusters Score -725272.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -725286.437500 Penalty: 2935.377441
	Iteration 16Q: 3 clusters Score -725286.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -725289.937500 Penalty: 2935.377441
	Iteration 17Q: 3 clusters Score -725289.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -725295.937500 Penalty: 2935.377441
	Iteration 18Q: 3 clusters Score -725295.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -725297.687500 Penalty: 2935.377441
	Iteration 19Q: 3 clusters Score -725297.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -725298.375000 Penalty: 2935.377441
	Iteration 20F: 3 clusters Score -725298.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -725300.562500 Penalty: 2935.377441
	Iteration 21Q: 3 clusters Score -725300.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -725302.812500 Penalty: 2935.377441
	Iteration 22Q: 3 clusters Score -725302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -725302.000000 Penalty: 2935.377441
	Iteration 23Q: 3 clusters Score -725302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -725303.187500 Penalty: 2935.377441
	Iteration 24Q: 3 clusters Score -725303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -725304.000000 Penalty: 2935.377441
	Iteration 25Q: 3 clusters Score -725304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -725302.937500 Penalty: 2935.377441
	Iteration 26Q: 3 clusters Score -725302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -725302.937500 Penalty: 2935.377441
	Iteration 27F: 3 clusters Score -725302.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67501 members 
Entering Unmasked Estep 
Score: -6134631.500000 Penalty: 1806.983398
	Iteration 0F: 2 clusters Score -6134632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -6089531.000000 Penalty: 3613.966797
	Iteration 0F: 3 clusters Score -6089531 nChanged 31975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -6107835.500000 Penalty: 3613.966797
	Iteration 1F: 3 clusters Score -6107836 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -6108663.500000 Penalty: 3613.966797
	Iteration 2Q: 3 clusters Score -6108664 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -6109724.000000 Penalty: 3613.966797
	Iteration 3Q: 3 clusters Score -6109724 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -6111249.000000 Penalty: 3613.966797
	Iteration 4Q: 3 clusters Score -6111249 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -6113422.000000 Penalty: 3613.966797
	Iteration 5F: 3 clusters Score -6113422 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -6116101.000000 Penalty: 3613.966797
	Iteration 6F: 3 clusters Score -6116101 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -6119005.500000 Penalty: 3613.966797
	Iteration 7F: 3 clusters Score -6119006 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -6121828.500000 Penalty: 3613.966797
	Iteration 8F: 3 clusters Score -6121828 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -6124231.000000 Penalty: 3613.966797
	Iteration 9F: 3 clusters Score -6124231 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -6126025.000000 Penalty: 3613.966797
	Iteration 10Q: 3 clusters Score -6126025 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -6127335.000000 Penalty: 3613.966797
	Iteration 11Q: 3 clusters Score -6127335 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -6128374.000000 Penalty: 3613.966797
	Iteration 12Q: 3 clusters Score -6128374 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -6129202.000000 Penalty: 3613.966797
	Iteration 13Q: 3 clusters Score -6129202 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -6129946.000000 Penalty: 3613.966797
	Iteration 14Q: 3 clusters Score -6129946 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -6130603.000000 Penalty: 3613.966797
	Iteration 15Q: 3 clusters Score -6130603 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -6131106.000000 Penalty: 3613.966797
	Iteration 16Q: 3 clusters Score -6131106 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -6131508.000000 Penalty: 3613.966797
	Iteration 17Q: 3 clusters Score -6131508 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -6131875.000000 Penalty: 3613.966797
	Iteration 18Q: 3 clusters Score -6131875 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -6132214.000000 Penalty: 3613.966797
	Iteration 19Q: 3 clusters Score -6132214 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -6132489.500000 Penalty: 3613.966797
	Iteration 20F: 3 clusters Score -6132490 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -6132754.500000 Penalty: 3613.966797
	Iteration 21Q: 3 clusters Score -6132754 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -6132982.500000 Penalty: 3613.966797
	Iteration 22Q: 3 clusters Score -6132982 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -6133169.000000 Penalty: 3613.966797
	Iteration 23Q: 3 clusters Score -6133169 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -6133376.000000 Penalty: 3613.966797
	Iteration 24Q: 3 clusters Score -6133376 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -6133531.000000 Penalty: 3613.966797
	Iteration 25Q: 3 clusters Score -6133531 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -6133684.000000 Penalty: 3613.966797
	Iteration 26Q: 3 clusters Score -6133684 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -6133775.500000 Penalty: 3613.966797
	Iteration 27Q: 3 clusters Score -6133776 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -6133844.000000 Penalty: 3613.966797
	Iteration 28Q: 3 clusters Score -6133844 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -6133867.500000 Penalty: 3613.966797
	Iteration 29Q: 3 clusters Score -6133868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -6133908.000000 Penalty: 3613.966797
	Iteration 30Q: 3 clusters Score -6133908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -6133934.500000 Penalty: 3613.966797
	Iteration 31Q: 3 clusters Score -6133934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -6133945.000000 Penalty: 3613.966797
	Iteration 32Q: 3 clusters Score -6133945 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -6133944.000000 Penalty: 3613.966797
	Iteration 33Q: 3 clusters Score -6133944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -6133961.000000 Penalty: 3613.966797
	Iteration 34Q: 3 clusters Score -6133961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 64508 members 
Entering Unmasked Estep 
Score: -6133964.000000 Penalty: 3613.966797
	Iteration 35Q: 3 clusters Score -6133964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -6133969.000000 Penalty: 3613.966797
	Iteration 36Q: 3 clusters Score -6133969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -6133975.000000 Penalty: 3613.966797
	Iteration 37Q: 3 clusters Score -6133975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -6133969.500000 Penalty: 3613.966797
	Iteration 38Q: 3 clusters Score -6133970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -6133962.500000 Penalty: 3613.966797
	Iteration 39Q: 3 clusters Score -6133962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -6133975.000000 Penalty: 3613.966797
	Iteration 40F: 3 clusters Score -6133975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -6133976.500000 Penalty: 3613.966797
	Iteration 41Q: 3 clusters Score -6133976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -6133977.500000 Penalty: 3613.966797
	Iteration 42Q: 3 clusters Score -6133978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -6133979.500000 Penalty: 3613.966797
	Iteration 43Q: 3 clusters Score -6133980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -6133975.000000 Penalty: 3613.966797
	Iteration 44Q: 3 clusters Score -6133975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -6133972.500000 Penalty: 3613.966797
	Iteration 45Q: 3 clusters Score -6133972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -6133978.500000 Penalty: 3613.966797
	Iteration 46Q: 3 clusters Score -6133978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -6133993.500000 Penalty: 3613.966797
	Iteration 47Q: 3 clusters Score -6133994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -6133992.500000 Penalty: 3613.966797
	Iteration 48Q: 3 clusters Score -6133992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -6133992.000000 Penalty: 3613.966797
	Iteration 49Q: 3 clusters Score -6133992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -6133997.500000 Penalty: 3613.966797
	Iteration 50Q: 3 clusters Score -6133998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -6133989.500000 Penalty: 3613.966797
	Iteration 51Q: 3 clusters Score -6133990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -6133988.500000 Penalty: 3613.966797
	Iteration 52Q: 3 clusters Score -6133988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -6133981.500000 Penalty: 3613.966797
	Iteration 53Q: 3 clusters Score -6133982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -6133981.500000 Penalty: 3613.966797
	Iteration 54F: 3 clusters Score -6133982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Entering Unmasked Estep 
Score: -207083.890625 Penalty: 1261.767090
	Iteration 0F: 2 clusters Score -207083.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -204748.140625 Penalty: 2523.534180
	Iteration 0F: 3 clusters Score -204748.1 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -205345.984375 Penalty: 2523.534180
	Iteration 1F: 3 clusters Score -205346 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -205509.734375 Penalty: 2523.534180
	Iteration 2F: 3 clusters Score -205509.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -205605.562500 Penalty: 2523.534180
	Iteration 3F: 3 clusters Score -205605.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -205670.250000 Penalty: 2523.534180
	Iteration 4Q: 3 clusters Score -205670.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -205716.937500 Penalty: 2523.534180
	Iteration 5Q: 3 clusters Score -205716.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -205747.937500 Penalty: 2523.534180
	Iteration 6Q: 3 clusters Score -205747.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -205766.171875 Penalty: 2523.534180
	Iteration 7Q: 3 clusters Score -205766.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -205783.687500 Penalty: 2523.534180
	Iteration 8Q: 3 clusters Score -205783.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -205799.703125 Penalty: 2523.534180
	Iteration 9Q: 3 clusters Score -205799.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -205817.640625 Penalty: 2523.534180
	Iteration 10Q: 3 clusters Score -205817.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -205833.078125 Penalty: 2523.534180
	Iteration 11Q: 3 clusters Score -205833.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -205846.453125 Penalty: 2523.534180
	Iteration 12Q: 3 clusters Score -205846.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -205852.250000 Penalty: 2523.534180
	Iteration 13Q: 3 clusters Score -205852.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -205859.953125 Penalty: 2523.534180
	Iteration 14Q: 3 clusters Score -205860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -205867.875000 Penalty: 2523.534180
	Iteration 15Q: 3 clusters Score -205867.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -205870.703125 Penalty: 2523.534180
	Iteration 16Q: 3 clusters Score -205870.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -205873.687500 Penalty: 2523.534180
	Iteration 17Q: 3 clusters Score -205873.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -205876.296875 Penalty: 2523.534180
	Iteration 18Q: 3 clusters Score -205876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -205878.703125 Penalty: 2523.534180
	Iteration 19Q: 3 clusters Score -205878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -205879.578125 Penalty: 2523.534180
	Iteration 20F: 3 clusters Score -205879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -205880.718750 Penalty: 2523.534180
	Iteration 21Q: 3 clusters Score -205880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -205881.406250 Penalty: 2523.534180
	Iteration 22Q: 3 clusters Score -205881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -205883.265625 Penalty: 2523.534180
	Iteration 23Q: 3 clusters Score -205883.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -205885.218750 Penalty: 2523.534180
	Iteration 24Q: 3 clusters Score -205885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -205885.437500 Penalty: 2523.534180
	Iteration 25Q: 3 clusters Score -205885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -205885.437500 Penalty: 2523.534180
	Iteration 26Q: 3 clusters Score -205885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -205885.437500 Penalty: 2523.534180
	Iteration 27F: 3 clusters Score -205885.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Entering Unmasked Estep 
Score: -1747172.250000 Penalty: 1599.071777
	Iteration 0F: 2 clusters Score -1747172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1734362.125000 Penalty: 3198.143555
	Iteration 0F: 3 clusters Score -1734362 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1738958.500000 Penalty: 3198.143555
	Iteration 1F: 3 clusters Score -1738958 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1739359.750000 Penalty: 3198.143555
	Iteration 2F: 3 clusters Score -1739360 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1739864.125000 Penalty: 3198.143555
	Iteration 3F: 3 clusters Score -1739864 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1740556.375000 Penalty: 3198.143555
	Iteration 4F: 3 clusters Score -1740556 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1741500.750000 Penalty: 3198.143555
	Iteration 5F: 3 clusters Score -1741501 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1742646.875000 Penalty: 3198.143555
	Iteration 6F: 3 clusters Score -1742647 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1743746.375000 Penalty: 3198.143555
	Iteration 7F: 3 clusters Score -1743746 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1744570.875000 Penalty: 3198.143555
	Iteration 8F: 3 clusters Score -1744571 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1745026.875000 Penalty: 3198.143555
	Iteration 9Q: 3 clusters Score -1745027 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1745242.750000 Penalty: 3198.143555
	Iteration 10Q: 3 clusters Score -1745243 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1745354.125000 Penalty: 3198.143555
	Iteration 11Q: 3 clusters Score -1745354 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1745424.125000 Penalty: 3198.143555
	Iteration 12Q: 3 clusters Score -1745424 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1745487.875000 Penalty: 3198.143555
	Iteration 13Q: 3 clusters Score -1745488 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1745528.375000 Penalty: 3198.143555
	Iteration 14Q: 3 clusters Score -1745528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1745556.250000 Penalty: 3198.143555
	Iteration 15Q: 3 clusters Score -1745556 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1745588.125000 Penalty: 3198.143555
	Iteration 16Q: 3 clusters Score -1745588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1745611.750000 Penalty: 3198.143555
	Iteration 17Q: 3 clusters Score -1745612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1745626.000000 Penalty: 3198.143555
	Iteration 18Q: 3 clusters Score -1745626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1745640.875000 Penalty: 3198.143555
	Iteration 19Q: 3 clusters Score -1745641 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1745654.125000 Penalty: 3198.143555
	Iteration 20F: 3 clusters Score -1745654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1745660.625000 Penalty: 3198.143555
	Iteration 21Q: 3 clusters Score -1745661 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1745670.875000 Penalty: 3198.143555
	Iteration 22Q: 3 clusters Score -1745671 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1745685.375000 Penalty: 3198.143555
	Iteration 23Q: 3 clusters Score -1745685 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1745696.000000 Penalty: 3198.143555
	Iteration 24Q: 3 clusters Score -1745696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1745704.250000 Penalty: 3198.143555
	Iteration 25Q: 3 clusters Score -1745704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1745711.875000 Penalty: 3198.143555
	Iteration 26Q: 3 clusters Score -1745712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1745725.000000 Penalty: 3198.143555
	Iteration 27Q: 3 clusters Score -1745725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1745734.125000 Penalty: 3198.143555
	Iteration 28Q: 3 clusters Score -1745734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1745738.750000 Penalty: 3198.143555
	Iteration 29Q: 3 clusters Score -1745739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1745742.875000 Penalty: 3198.143555
	Iteration 30Q: 3 clusters Score -1745743 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1745751.000000 Penalty: 3198.143555
	Iteration 31Q: 3 clusters Score -1745751 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1745765.500000 Penalty: 3198.143555
	Iteration 32Q: 3 clusters Score -1745766 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1745774.500000 Penalty: 3198.143555
	Iteration 33Q: 3 clusters Score -1745774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1745790.250000 Penalty: 3198.143555
	Iteration 34Q: 3 clusters Score -1745790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1745797.875000 Penalty: 3198.143555
	Iteration 35Q: 3 clusters Score -1745798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1745806.375000 Penalty: 3198.143555
	Iteration 36Q: 3 clusters Score -1745806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1745805.625000 Penalty: 3198.143555
	Iteration 37Q: 3 clusters Score -1745806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1745812.750000 Penalty: 3198.143555
	Iteration 38Q: 3 clusters Score -1745813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1745812.375000 Penalty: 3198.143555
	Iteration 39Q: 3 clusters Score -1745812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1745820.875000 Penalty: 3198.143555
	Iteration 40F: 3 clusters Score -1745821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1745827.000000 Penalty: 3198.143555
	Iteration 41Q: 3 clusters Score -1745827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1745829.750000 Penalty: 3198.143555
	Iteration 42Q: 3 clusters Score -1745830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1745834.875000 Penalty: 3198.143555
	Iteration 43Q: 3 clusters Score -1745835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1745838.625000 Penalty: 3198.143555
	Iteration 44Q: 3 clusters Score -1745839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1745845.250000 Penalty: 3198.143555
	Iteration 45Q: 3 clusters Score -1745845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1745845.250000 Penalty: 3198.143555
	Iteration 46Q: 3 clusters Score -1745845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1745857.625000 Penalty: 3198.143555
	Iteration 47Q: 3 clusters Score -1745858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1745865.375000 Penalty: 3198.143555
	Iteration 48Q: 3 clusters Score -1745865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1745869.625000 Penalty: 3198.143555
	Iteration 49Q: 3 clusters Score -1745870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1745877.625000 Penalty: 3198.143555
	Iteration 50Q: 3 clusters Score -1745878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1745883.000000 Penalty: 3198.143555
	Iteration 51Q: 3 clusters Score -1745883 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1745895.625000 Penalty: 3198.143555
	Iteration 52Q: 3 clusters Score -1745896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1745902.500000 Penalty: 3198.143555
	Iteration 53Q: 3 clusters Score -1745902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1745914.625000 Penalty: 3198.143555
	Iteration 54Q: 3 clusters Score -1745915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1745924.000000 Penalty: 3198.143555
	Iteration 55Q: 3 clusters Score -1745924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1745931.375000 Penalty: 3198.143555
	Iteration 56Q: 3 clusters Score -1745931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1745939.250000 Penalty: 3198.143555
	Iteration 57Q: 3 clusters Score -1745939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1745941.000000 Penalty: 3198.143555
	Iteration 58Q: 3 clusters Score -1745941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1745952.750000 Penalty: 3198.143555
	Iteration 59Q: 3 clusters Score -1745953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1745955.875000 Penalty: 3198.143555
	Iteration 60F: 3 clusters Score -1745956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1745963.500000 Penalty: 3198.143555
	Iteration 61Q: 3 clusters Score -1745964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1745967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1745976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1745984.625000 Penalty: 3198.143555
	Iteration 64Q: 3 clusters Score -1745985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1745989.250000 Penalty: 3198.143555
	Iteration 65Q: 3 clusters Score -1745989 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1745999.750000 Penalty: 3198.143555
	Iteration 66Q: 3 clusters Score -1746000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -1746011.625000 Penalty: 3198.143555
	Iteration 67Q: 3 clusters Score -1746012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1746029.500000 Penalty: 3198.143555
	Iteration 68Q: 3 clusters Score -1746030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1746039.750000 Penalty: 3198.143555
	Iteration 69Q: 3 clusters Score -1746040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -1746043.375000 Penalty: 3198.143555
	Iteration 70Q: 3 clusters Score -1746043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1746049.750000 Penalty: 3198.143555
	Iteration 71Q: 3 clusters Score -1746050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -1746056.000000 Penalty: 3198.143555
	Iteration 72Q: 3 clusters Score -1746056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1746066.625000 Penalty: 3198.143555
	Iteration 73Q: 3 clusters Score -1746067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1746079.500000 Penalty: 3198.143555
	Iteration 74Q: 3 clusters Score -1746080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1746093.000000 Penalty: 3198.143555
	Iteration 75Q: 3 clusters Score -1746093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -1746109.000000 Penalty: 3198.143555
	Iteration 76Q: 3 clusters Score -1746109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1746123.250000 Penalty: 3198.143555
	Iteration 77Q: 3 clusters Score -1746123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1746131.000000 Penalty: 3198.143555
	Iteration 78Q: 3 clusters Score -1746131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1746144.625000 Penalty: 3198.143555
	Iteration 79Q: 3 clusters Score -1746145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1746150.375000 Penalty: 3198.143555
	Iteration 80F: 3 clusters Score -1746150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1746154.500000 Penalty: 3198.143555
	Iteration 81Q: 3 clusters Score -1746154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1746164.875000 Penalty: 3198.143555
	Iteration 82Q: 3 clusters Score -1746165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1746165.000000 Penalty: 3198.143555
	Iteration 83Q: 3 clusters Score -1746165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1746169.250000 Penalty: 3198.143555
	Iteration 84Q: 3 clusters Score -1746169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1746173.125000 Penalty: 3198.143555
	Iteration 85Q: 3 clusters Score -1746173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1746181.750000 Penalty: 3198.143555
	Iteration 86Q: 3 clusters Score -1746182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1746183.000000 Penalty: 3198.143555
	Iteration 87Q: 3 clusters Score -1746183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1746188.375000 Penalty: 3198.143555
	Iteration 88Q: 3 clusters Score -1746188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1746190.000000 Penalty: 3198.143555
	Iteration 89Q: 3 clusters Score -1746190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1746191.750000 Penalty: 3198.143555
	Iteration 90Q: 3 clusters Score -1746192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1746192.125000 Penalty: 3198.143555
	Iteration 91Q: 3 clusters Score -1746192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -1746194.500000 Penalty: 3198.143555
	Iteration 92Q: 3 clusters Score -1746194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1746196.125000 Penalty: 3198.143555
	Iteration 93Q: 3 clusters Score -1746196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1746199.125000 Penalty: 3198.143555
	Iteration 94Q: 3 clusters Score -1746199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1746197.875000 Penalty: 3198.143555
	Iteration 95Q: 3 clusters Score -1746198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1746203.625000 Penalty: 3198.143555
	Iteration 96Q: 3 clusters Score -1746204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -1746207.500000 Penalty: 3198.143555
	Iteration 97Q: 3 clusters Score -1746208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1746205.750000 Penalty: 3198.143555
	Iteration 98Q: 3 clusters Score -1746206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1746206.375000 Penalty: 3198.143555
	Iteration 99Q: 3 clusters Score -1746206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1746209.125000 Penalty: 3198.143555
	Iteration 100F: 3 clusters Score -1746209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -1746204.625000 Penalty: 3198.143555
	Iteration 101Q: 3 clusters Score -1746205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -1746203.125000 Penalty: 3198.143555
	Iteration 102Q: 3 clusters Score -1746203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1746206.375000 Penalty: 3198.143555
	Iteration 103Q: 3 clusters Score -1746206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1746206.250000 Penalty: 3198.143555
	Iteration 104Q: 3 clusters Score -1746206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -1746208.625000 Penalty: 3198.143555
	Iteration 105Q: 3 clusters Score -1746209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1746211.500000 Penalty: 3198.143555
	Iteration 106Q: 3 clusters Score -1746212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -1746211.375000 Penalty: 3198.143555
	Iteration 107Q: 3 clusters Score -1746211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -1746211.625000 Penalty: 3198.143555
	Iteration 108Q: 3 clusters Score -1746212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1746215.875000 Penalty: 3198.143555
	Iteration 109Q: 3 clusters Score -1746216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1746219.375000 Penalty: 3198.143555
	Iteration 110Q: 3 clusters Score -1746219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1746221.125000 Penalty: 3198.143555
	Iteration 111Q: 3 clusters Score -1746221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1746221.125000 Penalty: 3198.143555
	Iteration 112Q: 3 clusters Score -1746221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1746222.625000 Penalty: 3198.143555
	Iteration 113Q: 3 clusters Score -1746223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1746228.625000 Penalty: 3198.143555
	Iteration 114Q: 3 clusters Score -1746229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1746226.625000 Penalty: 3198.143555
	Iteration 115Q: 3 clusters Score -1746227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1746228.875000 Penalty: 3198.143555
	Iteration 116Q: 3 clusters Score -1746229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1746231.500000 Penalty: 3198.143555
	Iteration 117Q: 3 clusters Score -1746232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1746232.625000 Penalty: 3198.143555
	Iteration 118Q: 3 clusters Score -1746233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1746234.250000 Penalty: 3198.143555
	Iteration 119Q: 3 clusters Score -1746234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1746234.750000 Penalty: 3198.143555
	Iteration 120F: 3 clusters Score -1746235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1746234.125000 Penalty: 3198.143555
	Iteration 121Q: 3 clusters Score -1746234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1746235.250000 Penalty: 3198.143555
	Iteration 122Q: 3 clusters Score -1746235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1746237.375000 Penalty: 3198.143555
	Iteration 123Q: 3 clusters Score -1746237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -1746238.125000 Penalty: 3198.143555
	Iteration 124Q: 3 clusters Score -1746238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1746238.875000 Penalty: 3198.143555
	Iteration 125Q: 3 clusters Score -1746239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1746242.875000 Penalty: 3198.143555
	Iteration 126Q: 3 clusters Score -1746243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -1746244.875000 Penalty: 3198.143555
	Iteration 127Q: 3 clusters Score -1746245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1746247.000000 Penalty: 3198.143555
	Iteration 128Q: 3 clusters Score -1746247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1746249.750000 Penalty: 3198.143555
	Iteration 129Q: 3 clusters Score -1746250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1746251.875000 Penalty: 3198.143555
	Iteration 130Q: 3 clusters Score -1746252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -1746259.000000 Penalty: 3198.143555
	Iteration 131Q: 3 clusters Score -1746259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1746265.750000 Penalty: 3198.143555
	Iteration 132Q: 3 clusters Score -1746266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -1746269.875000 Penalty: 3198.143555
	Iteration 133Q: 3 clusters Score -1746270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1746282.875000 Penalty: 3198.143555
	Iteration 134Q: 3 clusters Score -1746283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -1746283.375000 Penalty: 3198.143555
	Iteration 135Q: 3 clusters Score -1746283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1746287.500000 Penalty: 3198.143555
	Iteration 136Q: 3 clusters Score -1746288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -1746291.375000 Penalty: 3198.143555
	Iteration 137Q: 3 clusters Score -1746291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1746303.500000 Penalty: 3198.143555
	Iteration 138Q: 3 clusters Score -1746304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1746314.250000 Penalty: 3198.143555
	Iteration 139Q: 3 clusters Score -1746314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -1746314.750000 Penalty: 3198.143555
	Iteration 140F: 3 clusters Score -1746315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -1746318.500000 Penalty: 3198.143555
	Iteration 141Q: 3 clusters Score -1746318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1746323.875000 Penalty: 3198.143555
	Iteration 142Q: 3 clusters Score -1746324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1746324.500000 Penalty: 3198.143555
	Iteration 143Q: 3 clusters Score -1746324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1746329.750000 Penalty: 3198.143555
	Iteration 144Q: 3 clusters Score -1746330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1746330.250000 Penalty: 3198.143555
	Iteration 145Q: 3 clusters Score -1746330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1746332.875000 Penalty: 3198.143555
	Iteration 146Q: 3 clusters Score -1746333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1746334.875000 Penalty: 3198.143555
	Iteration 147Q: 3 clusters Score -1746335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1746335.000000 Penalty: 3198.143555
	Iteration 148Q: 3 clusters Score -1746335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1746335.625000 Penalty: 3198.143555
	Iteration 149Q: 3 clusters Score -1746336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -1746337.625000 Penalty: 3198.143555
	Iteration 150Q: 3 clusters Score -1746338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -1746338.250000 Penalty: 3198.143555
	Iteration 151Q: 3 clusters Score -1746338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1746341.000000 Penalty: 3198.143555
	Iteration 152Q: 3 clusters Score -1746341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1746344.625000 Penalty: 3198.143555
	Iteration 153Q: 3 clusters Score -1746345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1746347.875000 Penalty: 3198.143555
	Iteration 154Q: 3 clusters Score -1746348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -1746351.500000 Penalty: 3198.143555
	Iteration 155Q: 3 clusters Score -1746352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -1746352.125000 Penalty: 3198.143555
	Iteration 156Q: 3 clusters Score -1746352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -1746356.875000 Penalty: 3198.143555
	Iteration 157Q: 3 clusters Score -1746357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -1746355.375000 Penalty: 3198.143555
	Iteration 158Q: 3 clusters Score -1746355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1746357.375000 Penalty: 3198.143555
	Iteration 159Q: 3 clusters Score -1746357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -1746360.125000 Penalty: 3198.143555
	Iteration 160F: 3 clusters Score -1746360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1746358.875000 Penalty: 3198.143555
	Iteration 161Q: 3 clusters Score -1746359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1746362.875000 Penalty: 3198.143555
	Iteration 162Q: 3 clusters Score -1746363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -1746363.125000 Penalty: 3198.143555
	Iteration 163Q: 3 clusters Score -1746363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1746365.000000 Penalty: 3198.143555
	Iteration 164Q: 3 clusters Score -1746365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1746367.125000 Penalty: 3198.143555
	Iteration 165Q: 3 clusters Score -1746367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1746369.500000 Penalty: 3198.143555
	Iteration 166Q: 3 clusters Score -1746370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1746377.750000 Penalty: 3198.143555
	Iteration 167Q: 3 clusters Score -1746378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1746379.250000 Penalty: 3198.143555
	Iteration 168Q: 3 clusters Score -1746379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -1746378.000000 Penalty: 3198.143555
	Iteration 169Q: 3 clusters Score -1746378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1746378.500000 Penalty: 3198.143555
	Iteration 170Q: 3 clusters Score -1746378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1746378.500000 Penalty: 3198.143555
	Iteration 171F: 3 clusters Score -1746378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Entering Unmasked Estep 
Score: -532536.125000 Penalty: 1413.210083
	Iteration 0F: 2 clusters Score -532536.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -527930.625000 Penalty: 2826.420166
	Iteration 0F: 3 clusters Score -527930.6 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -529159.250000 Penalty: 2826.420166
	Iteration 1F: 3 clusters Score -529159.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -529366.062500 Penalty: 2826.420166
	Iteration 2F: 3 clusters Score -529366.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -529541.750000 Penalty: 2826.420166
	Iteration 3F: 3 clusters Score -529541.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -529741.562500 Penalty: 2826.420166
	Iteration 4Q: 3 clusters Score -529741.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -530021.750000 Penalty: 2826.420166
	Iteration 5Q: 3 clusters Score -530021.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -530399.375000 Penalty: 2826.420166
	Iteration 6F: 3 clusters Score -530399.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -530790.000000 Penalty: 2826.420166
	Iteration 7F: 3 clusters Score -530790 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -531135.125000 Penalty: 2826.420166
	Iteration 8F: 3 clusters Score -531135.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -531381.687500 Penalty: 2826.420166
	Iteration 9F: 3 clusters Score -531381.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -531566.187500 Penalty: 2826.420166
	Iteration 10Q: 3 clusters Score -531566.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -531686.250000 Penalty: 2826.420166
	Iteration 11Q: 3 clusters Score -531686.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -531765.812500 Penalty: 2826.420166
	Iteration 12Q: 3 clusters Score -531765.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -531828.125000 Penalty: 2826.420166
	Iteration 13Q: 3 clusters Score -531828.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -531878.000000 Penalty: 2826.420166
	Iteration 14Q: 3 clusters Score -531878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -531912.812500 Penalty: 2826.420166
	Iteration 15Q: 3 clusters Score -531912.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -531945.062500 Penalty: 2826.420166
	Iteration 16Q: 3 clusters Score -531945.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -531969.437500 Penalty: 2826.420166
	Iteration 17Q: 3 clusters Score -531969.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -531984.875000 Penalty: 2826.420166
	Iteration 18Q: 3 clusters Score -531984.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -532002.187500 Penalty: 2826.420166
	Iteration 19Q: 3 clusters Score -532002.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -532021.437500 Penalty: 2826.420166
	Iteration 20F: 3 clusters Score -532021.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -532036.625000 Penalty: 2826.420166
	Iteration 21Q: 3 clusters Score -532036.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -532050.187500 Penalty: 2826.420166
	Iteration 22Q: 3 clusters Score -532050.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -532065.437500 Penalty: 2826.420166
	Iteration 23Q: 3 clusters Score -532065.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -532081.625000 Penalty: 2826.420166
	Iteration 24Q: 3 clusters Score -532081.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -532094.812500 Penalty: 2826.420166
	Iteration 25Q: 3 clusters Score -532094.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -532108.500000 Penalty: 2826.420166
	Iteration 26Q: 3 clusters Score -532108.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -532119.312500 Penalty: 2826.420166
	Iteration 27Q: 3 clusters Score -532119.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -532127.500000 Penalty: 2826.420166
	Iteration 28Q: 3 clusters Score -532127.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -532134.687500 Penalty: 2826.420166
	Iteration 29Q: 3 clusters Score -532134.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -532144.000000 Penalty: 2826.420166
	Iteration 30Q: 3 clusters Score -532144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -532154.187500 Penalty: 2826.420166
	Iteration 31Q: 3 clusters Score -532154.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -532165.062500 Penalty: 2826.420166
	Iteration 32Q: 3 clusters Score -532165.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -532170.625000 Penalty: 2826.420166
	Iteration 33Q: 3 clusters Score -532170.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -532177.812500 Penalty: 2826.420166
	Iteration 34Q: 3 clusters Score -532177.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -532181.187500 Penalty: 2826.420166
	Iteration 35Q: 3 clusters Score -532181.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -532184.937500 Penalty: 2826.420166
	Iteration 36Q: 3 clusters Score -532184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -532186.125000 Penalty: 2826.420166
	Iteration 37Q: 3 clusters Score -532186.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -532187.062500 Penalty: 2826.420166
	Iteration 38Q: 3 clusters Score -532187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -532187.625000 Penalty: 2826.420166
	Iteration 39Q: 3 clusters Score -532187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -532188.375000 Penalty: 2826.420166
	Iteration 40F: 3 clusters Score -532188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -137620.671875 Penalty: 1188.181519
	Iteration 0F: 2 clusters Score -137620.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -135844.718750 Penalty: 2376.363037
	Iteration 0F: 3 clusters Score -135844.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -136267.312500 Penalty: 2376.363037
	Iteration 1F: 3 clusters Score -136267.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -136394.968750 Penalty: 2376.363037
	Iteration 2F: 3 clusters Score -136395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -136451.062500 Penalty: 2376.363037
	Iteration 3Q: 3 clusters Score -136451.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -136489.625000 Penalty: 2376.363037
	Iteration 4Q: 3 clusters Score -136489.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -136514.828125 Penalty: 2376.363037
	Iteration 5Q: 3 clusters Score -136514.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -136534.703125 Penalty: 2376.363037
	Iteration 6Q: 3 clusters Score -136534.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -136546.640625 Penalty: 2376.363037
	Iteration 7Q: 3 clusters Score -136546.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -136554.531250 Penalty: 2376.363037
	Iteration 8Q: 3 clusters Score -136554.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -136559.359375 Penalty: 2376.363037
	Iteration 9Q: 3 clusters Score -136559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -136560.984375 Penalty: 2376.363037
	Iteration 10Q: 3 clusters Score -136561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -136560.984375 Penalty: 2376.363037
	Iteration 11F: 3 clusters Score -136561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Entering Unmasked Estep 
Score: -3580236.500000 Penalty: 1705.884888
	Iteration 0F: 2 clusters Score -3580236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3555910.750000 Penalty: 3411.769775
	Iteration 0F: 3 clusters Score -3555911 nChanged 16816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3565378.000000 Penalty: 3411.769775
	Iteration 1F: 3 clusters Score -3565378 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3565810.250000 Penalty: 3411.769775
	Iteration 2Q: 3 clusters Score -3565810 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3566297.000000 Penalty: 3411.769775
	Iteration 3Q: 3 clusters Score -3566297 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3566853.750000 Penalty: 3411.769775
	Iteration 4Q: 3 clusters Score -3566854 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3567568.250000 Penalty: 3411.769775
	Iteration 5Q: 3 clusters Score -3567568 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3568499.500000 Penalty: 3411.769775
	Iteration 6Q: 3 clusters Score -3568500 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3569735.250000 Penalty: 3411.769775
	Iteration 7F: 3 clusters Score -3569735 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3571283.750000 Penalty: 3411.769775
	Iteration 8F: 3 clusters Score -3571284 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3572730.750000 Penalty: 3411.769775
	Iteration 9F: 3 clusters Score -3572731 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3573926.000000 Penalty: 3411.769775
	Iteration 10Q: 3 clusters Score -3573926 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3574821.250000 Penalty: 3411.769775
	Iteration 11Q: 3 clusters Score -3574821 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -3575477.500000 Penalty: 3411.769775
	Iteration 12Q: 3 clusters Score -3575478 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -3575971.000000 Penalty: 3411.769775
	Iteration 13Q: 3 clusters Score -3575971 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -3576378.000000 Penalty: 3411.769775
	Iteration 14Q: 3 clusters Score -3576378 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -3576721.750000 Penalty: 3411.769775
	Iteration 15Q: 3 clusters Score -3576722 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -3576998.500000 Penalty: 3411.769775
	Iteration 16Q: 3 clusters Score -3576998 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -3577233.750000 Penalty: 3411.769775
	Iteration 17Q: 3 clusters Score -3577234 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -3577444.000000 Penalty: 3411.769775
	Iteration 18Q: 3 clusters Score -3577444 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -3577641.250000 Penalty: 3411.769775
	Iteration 19Q: 3 clusters Score -3577641 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -3577830.000000 Penalty: 3411.769775
	Iteration 20F: 3 clusters Score -3577830 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -3577993.000000 Penalty: 3411.769775
	Iteration 21Q: 3 clusters Score -3577993 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -3578141.250000 Penalty: 3411.769775
	Iteration 22Q: 3 clusters Score -3578141 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -3578262.000000 Penalty: 3411.769775
	Iteration 23Q: 3 clusters Score -3578262 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -3578375.750000 Penalty: 3411.769775
	Iteration 24Q: 3 clusters Score -3578376 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -3578472.750000 Penalty: 3411.769775
	Iteration 25Q: 3 clusters Score -3578473 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -3578533.000000 Penalty: 3411.769775
	Iteration 26Q: 3 clusters Score -3578533 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -3578584.750000 Penalty: 3411.769775
	Iteration 27Q: 3 clusters Score -3578585 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -3578615.000000 Penalty: 3411.769775
	Iteration 28Q: 3 clusters Score -3578615 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -3578656.500000 Penalty: 3411.769775
	Iteration 29Q: 3 clusters Score -3578656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -3578679.250000 Penalty: 3411.769775
	Iteration 30Q: 3 clusters Score -3578679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -3578689.250000 Penalty: 3411.769775
	Iteration 31Q: 3 clusters Score -3578689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -3578715.000000 Penalty: 3411.769775
	Iteration 32Q: 3 clusters Score -3578715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -3578727.250000 Penalty: 3411.769775
	Iteration 33Q: 3 clusters Score -3578727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -3578742.500000 Penalty: 3411.769775
	Iteration 34Q: 3 clusters Score -3578742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -3578753.250000 Penalty: 3411.769775
	Iteration 35Q: 3 clusters Score -3578753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -3578771.250000 Penalty: 3411.769775
	Iteration 36Q: 3 clusters Score -3578771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -3578786.250000 Penalty: 3411.769775
	Iteration 37Q: 3 clusters Score -3578786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -3578784.000000 Penalty: 3411.769775
	Iteration 38Q: 3 clusters Score -3578784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -3578787.000000 Penalty: 3411.769775
	Iteration 39Q: 3 clusters Score -3578787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -3578788.750000 Penalty: 3411.769775
	Iteration 40F: 3 clusters Score -3578789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -3578787.750000 Penalty: 3411.769775
	Iteration 41Q: 3 clusters Score -3578788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -3578791.500000 Penalty: 3411.769775
	Iteration 42Q: 3 clusters Score -3578792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -3578794.000000 Penalty: 3411.769775
	Iteration 43Q: 3 clusters Score -3578794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -3578790.750000 Penalty: 3411.769775
	Iteration 44Q: 3 clusters Score -3578791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -3578795.750000 Penalty: 3411.769775
	Iteration 45Q: 3 clusters Score -3578796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -3578794.750000 Penalty: 3411.769775
	Iteration 46Q: 3 clusters Score -3578795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -3578798.000000 Penalty: 3411.769775
	Iteration 47Q: 3 clusters Score -3578798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -3578797.500000 Penalty: 3411.769775
	Iteration 48Q: 3 clusters Score -3578798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -3578797.750000 Penalty: 3411.769775
	Iteration 49Q: 3 clusters Score -3578798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -3578797.500000 Penalty: 3411.769775
	Iteration 50Q: 3 clusters Score -3578798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -3578797.500000 Penalty: 3411.769775
	Iteration 51F: 3 clusters Score -3578798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Entering Unmasked Estep 
Score: -7971191.000000 Penalty: 1848.098877
	Iteration 0F: 2 clusters Score -7971191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -7912888.500000 Penalty: 3696.197754
	Iteration 0F: 3 clusters Score -7912888 nChanged 41431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -7936850.000000 Penalty: 3696.197754
	Iteration 1F: 3 clusters Score -7936850 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -7937396.000000 Penalty: 3696.197754
	Iteration 2Q: 3 clusters Score -7937396 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -7938018.500000 Penalty: 3696.197754
	Iteration 3Q: 3 clusters Score -7938018 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -7938956.500000 Penalty: 3696.197754
	Iteration 4Q: 3 clusters Score -7938956 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -7940645.500000 Penalty: 3696.197754
	Iteration 5Q: 3 clusters Score -7940646 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -7943573.500000 Penalty: 3696.197754
	Iteration 6F: 3 clusters Score -7943574 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -7948438.500000 Penalty: 3696.197754
	Iteration 7F: 3 clusters Score -7948438 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -7954309.500000 Penalty: 3696.197754
	Iteration 8F: 3 clusters Score -7954310 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 75272 members 
Entering Unmasked Estep 
Score: -7960006.500000 Penalty: 3696.197754
	Iteration 9F: 3 clusters Score -7960006 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
Score: -7964412.500000 Penalty: 3696.197754
	Iteration 10F: 3 clusters Score -7964412 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -7966906.500000 Penalty: 3696.197754
	Iteration 11Q: 3 clusters Score -7966906 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -7968234.000000 Penalty: 3696.197754
	Iteration 12Q: 3 clusters Score -7968234 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -7968861.000000 Penalty: 3696.197754
	Iteration 13Q: 3 clusters Score -7968861 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 86046 members 
Entering Unmasked Estep 
Score: -7969239.500000 Penalty: 3696.197754
	Iteration 14Q: 3 clusters Score -7969240 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 86231 members 
Entering Unmasked Estep 
Score: -7969379.500000 Penalty: 3696.197754
	Iteration 15Q: 3 clusters Score -7969380 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 86328 members 
Entering Unmasked Estep 
Score: -7969486.000000 Penalty: 3696.197754
	Iteration 16Q: 3 clusters Score -7969486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 86387 members 
Entering Unmasked Estep 
Score: -7969525.000000 Penalty: 3696.197754
	Iteration 17Q: 3 clusters Score -7969525 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 86429 members 
Entering Unmasked Estep 
Score: -7969574.000000 Penalty: 3696.197754
	Iteration 18Q: 3 clusters Score -7969574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 86468 members 
Entering Unmasked Estep 
Score: -7969609.000000 Penalty: 3696.197754
	Iteration 19Q: 3 clusters Score -7969609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 86495 members 
Entering Unmasked Estep 
Score: -7969644.000000 Penalty: 3696.197754
	Iteration 20F: 3 clusters Score -7969644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 86511 members 
Entering Unmasked Estep 
Score: -7969655.500000 Penalty: 3696.197754
	Iteration 21Q: 3 clusters Score -7969656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 86516 members 
Entering Unmasked Estep 
Score: -7969666.500000 Penalty: 3696.197754
	Iteration 22Q: 3 clusters Score -7969666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 86524 members 
Entering Unmasked Estep 
Score: -7969683.000000 Penalty: 3696.197754
	Iteration 23Q: 3 clusters Score -7969683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 86532 members 
Entering Unmasked Estep 
Score: -7969694.000000 Penalty: 3696.197754
	Iteration 24Q: 3 clusters Score -7969694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -7969707.500000 Penalty: 3696.197754
	Iteration 25Q: 3 clusters Score -7969708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -7969716.500000 Penalty: 3696.197754
	Iteration 26Q: 3 clusters Score -7969716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -7969723.000000 Penalty: 3696.197754
	Iteration 27Q: 3 clusters Score -7969723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -7969722.500000 Penalty: 3696.197754
	Iteration 28Q: 3 clusters Score -7969722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -7969720.500000 Penalty: 3696.197754
	Iteration 29Q: 3 clusters Score -7969720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -7969716.000000 Penalty: 3696.197754
	Iteration 30Q: 3 clusters Score -7969716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -7969716.000000 Penalty: 3696.197754
	Iteration 31F: 3 clusters Score -7969716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Entering Unmasked Estep 
Score: -1309187.500000 Penalty: 1551.043335
	Iteration 0F: 2 clusters Score -1309188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1299440.750000 Penalty: 3102.086670
	Iteration 0F: 3 clusters Score -1299441 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1302696.625000 Penalty: 3102.086670
	Iteration 1F: 3 clusters Score -1302697 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1303059.875000 Penalty: 3102.086670
	Iteration 2F: 3 clusters Score -1303060 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1303557.875000 Penalty: 3102.086670
	Iteration 3F: 3 clusters Score -1303558 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1304229.250000 Penalty: 3102.086670
	Iteration 4F: 3 clusters Score -1304229 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1305120.625000 Penalty: 3102.086670
	Iteration 5F: 3 clusters Score -1305121 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1306134.250000 Penalty: 3102.086670
	Iteration 6F: 3 clusters Score -1306134 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1306988.375000 Penalty: 3102.086670
	Iteration 7F: 3 clusters Score -1306988 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1307606.750000 Penalty: 3102.086670
	Iteration 8Q: 3 clusters Score -1307607 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1307936.750000 Penalty: 3102.086670
	Iteration 9Q: 3 clusters Score -1307937 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1308088.750000 Penalty: 3102.086670
	Iteration 10Q: 3 clusters Score -1308089 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1308169.500000 Penalty: 3102.086670
	Iteration 11Q: 3 clusters Score -1308170 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1308217.375000 Penalty: 3102.086670
	Iteration 12Q: 3 clusters Score -1308217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1308235.125000 Penalty: 3102.086670
	Iteration 13Q: 3 clusters Score -1308235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1308248.750000 Penalty: 3102.086670
	Iteration 14Q: 3 clusters Score -1308249 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1308257.625000 Penalty: 3102.086670
	Iteration 15Q: 3 clusters Score -1308258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1308265.125000 Penalty: 3102.086670
	Iteration 16Q: 3 clusters Score -1308265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1308270.750000 Penalty: 3102.086670
	Iteration 17Q: 3 clusters Score -1308271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1308276.250000 Penalty: 3102.086670
	Iteration 18Q: 3 clusters Score -1308276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1308278.250000 Penalty: 3102.086670
	Iteration 19Q: 3 clusters Score -1308278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1308279.750000 Penalty: 3102.086670
	Iteration 20F: 3 clusters Score -1308280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1308278.625000 Penalty: 3102.086670
	Iteration 21Q: 3 clusters Score -1308279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1308281.125000 Penalty: 3102.086670
	Iteration 22Q: 3 clusters Score -1308281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1308280.500000 Penalty: 3102.086670
	Iteration 23Q: 3 clusters Score -1308280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1308280.875000 Penalty: 3102.086670
	Iteration 24Q: 3 clusters Score -1308281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1308281.250000 Penalty: 3102.086670
	Iteration 25Q: 3 clusters Score -1308281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1308280.000000 Penalty: 3102.086670
	Iteration 26Q: 3 clusters Score -1308280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1308280.000000 Penalty: 3102.086670
	Iteration 27F: 3 clusters Score -1308280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Entering Unmasked Estep 
Score: -7581999.000000 Penalty: 1827.589600
	Iteration 0F: 2 clusters Score -7581999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -7531236.000000 Penalty: 3655.179199
	Iteration 0F: 3 clusters Score -7531236 nChanged 36355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -7552001.000000 Penalty: 3655.179199
	Iteration 1F: 3 clusters Score -7552001 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -7552394.500000 Penalty: 3655.179199
	Iteration 2Q: 3 clusters Score -7552394 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -7552887.500000 Penalty: 3655.179199
	Iteration 3Q: 3 clusters Score -7552888 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -7553583.500000 Penalty: 3655.179199
	Iteration 4Q: 3 clusters Score -7553584 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -7554707.500000 Penalty: 3655.179199
	Iteration 5Q: 3 clusters Score -7554708 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -7556792.500000 Penalty: 3655.179199
	Iteration 6F: 3 clusters Score -7556792 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -7560625.000000 Penalty: 3655.179199
	Iteration 7F: 3 clusters Score -7560625 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -7566330.000000 Penalty: 3655.179199
	Iteration 8F: 3 clusters Score -7566330 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -7572179.500000 Penalty: 3655.179199
	Iteration 9F: 3 clusters Score -7572180 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72939 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -7576711.500000 Penalty: 3655.179199
	Iteration 10F: 3 clusters Score -7576712 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75327 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7579152.000000 Penalty: 3655.179199
	Iteration 11Q: 3 clusters Score -7579152 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7579969.500000 Penalty: 3655.179199
	Iteration 12Q: 3 clusters Score -7579970 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7580211.500000 Penalty: 3655.179199
	Iteration 13Q: 3 clusters Score -7580212 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7580280.500000 Penalty: 3655.179199
	Iteration 14Q: 3 clusters Score -7580280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7580317.000000 Penalty: 3655.179199
	Iteration 15Q: 3 clusters Score -7580317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76476 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7580343.000000 Penalty: 3655.179199
	Iteration 16Q: 3 clusters Score -7580343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7580345.000000 Penalty: 3655.179199
	Iteration 17Q: 3 clusters Score -7580345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7580349.500000 Penalty: 3655.179199
	Iteration 18Q: 3 clusters Score -7580350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7580354.000000 Penalty: 3655.179199
	Iteration 19Q: 3 clusters Score -7580354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7580353.500000 Penalty: 3655.179199
	Iteration 20F: 3 clusters Score -7580354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7580363.000000 Penalty: 3655.179199
	Iteration 21Q: 3 clusters Score -7580363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7580368.500000 Penalty: 3655.179199
	Iteration 22Q: 3 clusters Score -7580368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7580372.000000 Penalty: 3655.179199
	Iteration 23Q: 3 clusters Score -7580372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7580372.000000 Penalty: 3655.179199
	Iteration 24F: 3 clusters Score -7580372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 199409 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 10289 members 
Mstep: Class 9 contains 9032 members 
Mstep: Class 10 contains 17266 members 
Mstep: Class 11 contains 12872 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 67501 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18778 members 
Mstep: Class 16 contains 5983 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36234 members 
Mstep: Class 19 contains 86935 members 
Mstep: Class 21 contains 13973 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856880.000000 Penalty: 45368.945312
Iteration 279Q: 22 clusters Score -5.385688e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 11322 members 
Mstep: Class 5 contains 199477 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 10277 members 
Mstep: Class 9 contains 9028 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 12851 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 67502 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18763 members 
Mstep: Class 16 contains 5984 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36234 members 
Mstep: Class 19 contains 86934 members 
Mstep: Class 21 contains 13964 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856816.000000 Penalty: 45368.945312
Iteration 280F: 22 clusters Score -5.385682e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 199543 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 10271 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17251 members 
Mstep: Class 11 contains 12826 members 
Mstep: Class 12 contains 8368 members 
Mstep: Class 13 contains 67496 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18745 members 
Mstep: Class 16 contains 5985 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36237 members 
Mstep: Class 19 contains 86932 members 
Mstep: Class 21 contains 13957 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856812.000000 Penalty: 45368.945312
Iteration 281Q: 22 clusters Score -5.385681e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 11322 members 
Mstep: Class 5 contains 199610 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 17243 members 
Mstep: Class 11 contains 12804 members 
Mstep: Class 12 contains 8368 members 
Mstep: Class 13 contains 67494 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18725 members 
Mstep: Class 16 contains 5984 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36239 members 
Mstep: Class 19 contains 86932 members 
Mstep: Class 21 contains 13951 members 
Mstep: Class 22 contains 76626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856788.000000 Penalty: 45368.945312
Iteration 282Q: 22 clusters Score -5.385679e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 199659 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 10262 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 17236 members 
Mstep: Class 11 contains 12786 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 67488 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18716 members 
Mstep: Class 16 contains 5984 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36239 members 
Mstep: Class 19 contains 86932 members 
Mstep: Class 21 contains 13947 members 
Mstep: Class 22 contains 76626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856756.000000 Penalty: 45368.945312
Iteration 283Q: 22 clusters Score -5.385676e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 199697 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 10257 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 17231 members 
Mstep: Class 11 contains 12763 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 67490 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 5984 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36238 members 
Mstep: Class 19 contains 86929 members 
Mstep: Class 21 contains 13946 members 
Mstep: Class 22 contains 76626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856756.000000 Penalty: 45368.945312
Iteration 284Q: 22 clusters Score -5.385676e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 11322 members 
Mstep: Class 5 contains 199743 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 10253 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17228 members 
Mstep: Class 11 contains 12734 members 
Mstep: Class 12 contains 8368 members 
Mstep: Class 13 contains 67483 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18710 members 
Mstep: Class 16 contains 5985 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 36238 members 
Mstep: Class 19 contains 86928 members 
Mstep: Class 21 contains 13942 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856800.000000 Penalty: 45368.945312
Iteration 285Q: 22 clusters Score -5.38568e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 199802 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 10246 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17228 members 
Mstep: Class 11 contains 12710 members 
Mstep: Class 12 contains 8368 members 
Mstep: Class 13 contains 67483 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18684 members 
Mstep: Class 16 contains 5987 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36239 members 
Mstep: Class 19 contains 86928 members 
Mstep: Class 21 contains 13936 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856812.000000 Penalty: 45368.945312
Iteration 286Q: 22 clusters Score -5.385681e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 199866 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 10237 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17226 members 
Mstep: Class 11 contains 12689 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 67485 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18649 members 
Mstep: Class 16 contains 5988 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36242 members 
Mstep: Class 19 contains 86929 members 
Mstep: Class 21 contains 13933 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856828.000000 Penalty: 45368.945312
Iteration 287Q: 22 clusters Score -5.385683e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 199934 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 10228 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17222 members 
Mstep: Class 11 contains 12671 members 
Mstep: Class 12 contains 8364 members 
Mstep: Class 13 contains 67486 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18617 members 
Mstep: Class 16 contains 5987 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36243 members 
Mstep: Class 19 contains 86930 members 
Mstep: Class 21 contains 13929 members 
Mstep: Class 22 contains 76626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856788.000000 Penalty: 45368.945312
Iteration 288Q: 22 clusters Score -5.385679e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 199992 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 10223 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17217 members 
Mstep: Class 11 contains 12657 members 
Mstep: Class 12 contains 8363 members 
Mstep: Class 13 contains 67495 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18577 members 
Mstep: Class 16 contains 5988 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36247 members 
Mstep: Class 19 contains 86932 members 
Mstep: Class 21 contains 13921 members 
Mstep: Class 22 contains 76626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856800.000000 Penalty: 45368.945312
Iteration 289Q: 22 clusters Score -5.38568e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11324 members 
Mstep: Class 5 contains 200042 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 10219 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17213 members 
Mstep: Class 11 contains 12643 members 
Mstep: Class 12 contains 8365 members 
Mstep: Class 13 contains 67506 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18542 members 
Mstep: Class 16 contains 5989 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 86931 members 
Mstep: Class 21 contains 13911 members 
Mstep: Class 22 contains 76626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856836.000000 Penalty: 45368.945312
Iteration 290Q: 22 clusters Score -5.385684e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 200117 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 10216 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17205 members 
Mstep: Class 11 contains 12627 members 
Mstep: Class 12 contains 8365 members 
Mstep: Class 13 contains 67511 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18505 members 
Mstep: Class 16 contains 5990 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 86932 members 
Mstep: Class 21 contains 13893 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856856.000000 Penalty: 45368.945312
Iteration 291Q: 22 clusters Score -5.385686e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11322 members 
Mstep: Class 5 contains 200180 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 10208 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17204 members 
Mstep: Class 11 contains 12597 members 
Mstep: Class 12 contains 8365 members 
Mstep: Class 13 contains 67521 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18479 members 
Mstep: Class 16 contains 5990 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36248 members 
Mstep: Class 19 contains 86936 members 
Mstep: Class 21 contains 13882 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856872.000000 Penalty: 45368.945312
Iteration 292Q: 22 clusters Score -5.385687e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 200258 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 10198 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17201 members 
Mstep: Class 11 contains 12567 members 
Mstep: Class 12 contains 8363 members 
Mstep: Class 13 contains 67528 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18450 members 
Mstep: Class 16 contains 5990 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36248 members 
Mstep: Class 19 contains 86939 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856856.000000 Penalty: 45368.945312
Iteration 293Q: 22 clusters Score -5.385686e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 200328 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17201 members 
Mstep: Class 11 contains 12544 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 13 contains 67538 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18414 members 
Mstep: Class 16 contains 5990 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36247 members 
Mstep: Class 19 contains 86939 members 
Mstep: Class 21 contains 13856 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856808.000000 Penalty: 45368.945312
Iteration 294Q: 22 clusters Score -5.385681e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 200387 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 8 contains 10179 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 17197 members 
Mstep: Class 11 contains 12535 members 
Mstep: Class 12 contains 8359 members 
Mstep: Class 13 contains 67546 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18379 members 
Mstep: Class 16 contains 5991 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36247 members 
Mstep: Class 19 contains 86942 members 
Mstep: Class 21 contains 13840 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856904.000000 Penalty: 45368.945312
Iteration 295Q: 22 clusters Score -5.38569e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 200433 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 8 contains 10177 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 17192 members 
Mstep: Class 11 contains 12520 members 
Mstep: Class 12 contains 8358 members 
Mstep: Class 13 contains 67559 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18362 members 
Mstep: Class 16 contains 5992 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 86941 members 
Mstep: Class 21 contains 13823 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856848.000000 Penalty: 45368.945312
Iteration 296Q: 22 clusters Score -5.385685e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 200473 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 8 contains 10173 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 17194 members 
Mstep: Class 11 contains 12507 members 
Mstep: Class 12 contains 8354 members 
Mstep: Class 13 contains 67577 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18330 members 
Mstep: Class 16 contains 5993 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 86943 members 
Mstep: Class 21 contains 13814 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856816.000000 Penalty: 45368.945312
Iteration 297Q: 22 clusters Score -5.385682e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 849 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 200512 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1943 members 
Mstep: Class 8 contains 10166 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17190 members 
Mstep: Class 11 contains 12503 members 
Mstep: Class 12 contains 8356 members 
Mstep: Class 13 contains 67598 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18291 members 
Mstep: Class 16 contains 5993 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 86947 members 
Mstep: Class 21 contains 13804 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856784.000000 Penalty: 45368.945312
Iteration 298Q: 22 clusters Score -5.385678e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 850 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 200568 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1943 members 
Mstep: Class 8 contains 10157 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17185 members 
Mstep: Class 11 contains 12505 members 
Mstep: Class 12 contains 8359 members 
Mstep: Class 13 contains 67601 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18246 members 
Mstep: Class 16 contains 5995 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 21 contains 13796 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856760.000000 Penalty: 45368.945312
Iteration 299Q: 22 clusters Score -5.385676e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 200615 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1943 members 
Mstep: Class 8 contains 10150 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17183 members 
Mstep: Class 11 contains 12497 members 
Mstep: Class 12 contains 8363 members 
Mstep: Class 13 contains 67614 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18209 members 
Mstep: Class 16 contains 5996 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 13785 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856744.000000 Penalty: 45368.945312
Iteration 300F: 22 clusters Score -5.385674e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11312 members 
Mstep: Class 5 contains 200665 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17183 members 
Mstep: Class 11 contains 12488 members 
Mstep: Class 12 contains 8363 members 
Mstep: Class 13 contains 67614 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18183 members 
Mstep: Class 16 contains 5996 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13772 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856792.000000 Penalty: 45368.945312
Iteration 301Q: 22 clusters Score -5.385679e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11313 members 
Mstep: Class 5 contains 200698 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 8 contains 10148 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17182 members 
Mstep: Class 11 contains 12479 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 13 contains 67621 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18164 members 
Mstep: Class 16 contains 5995 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13760 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856792.000000 Penalty: 45368.945312
Iteration 302Q: 22 clusters Score -5.385679e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 200718 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 8 contains 10150 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17181 members 
Mstep: Class 11 contains 12472 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 13 contains 67626 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18153 members 
Mstep: Class 16 contains 5997 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 21 contains 13752 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856788.000000 Penalty: 45368.945312
Iteration 303Q: 22 clusters Score -5.385679e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 200740 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 17178 members 
Mstep: Class 11 contains 12471 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 13 contains 67627 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18139 members 
Mstep: Class 16 contains 5997 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 21 contains 13747 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856752.000000 Penalty: 45368.945312
Iteration 304Q: 22 clusters Score -5.385675e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 11313 members 
Mstep: Class 5 contains 200768 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1943 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 17171 members 
Mstep: Class 11 contains 12469 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 13 contains 67626 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18130 members 
Mstep: Class 16 contains 5997 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 13736 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856728.000000 Penalty: 45368.945312
Iteration 305Q: 22 clusters Score -5.385673e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 200799 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 8 contains 10150 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17164 members 
Mstep: Class 11 contains 12465 members 
Mstep: Class 12 contains 8363 members 
Mstep: Class 13 contains 67623 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 5996 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 86949 members 
Mstep: Class 21 contains 13727 members 
Mstep: Class 22 contains 76629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856724.000000 Penalty: 45368.945312
Iteration 306Q: 22 clusters Score -5.385672e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 200836 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17162 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 8363 members 
Mstep: Class 13 contains 67620 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18106 members 
Mstep: Class 16 contains 5996 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36247 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 13714 members 
Mstep: Class 22 contains 76629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856696.000000 Penalty: 45368.945312
Iteration 307Q: 22 clusters Score -5.38567e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 200866 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17158 members 
Mstep: Class 11 contains 12448 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 13 contains 67624 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18095 members 
Mstep: Class 16 contains 5997 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36247 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13704 members 
Mstep: Class 22 contains 76629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856732.000000 Penalty: 45368.945312
Iteration 308Q: 22 clusters Score -5.385673e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 200899 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 10148 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17152 members 
Mstep: Class 11 contains 12434 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 13 contains 67630 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18085 members 
Mstep: Class 16 contains 5997 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36247 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 13693 members 
Mstep: Class 22 contains 76629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856736.000000 Penalty: 45368.945312
Iteration 309Q: 22 clusters Score -5.385674e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 200930 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17147 members 
Mstep: Class 11 contains 12420 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 13 contains 67635 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 5997 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 86952 members 
Mstep: Class 21 contains 13679 members 
Mstep: Class 22 contains 76629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856720.000000 Penalty: 45368.945312
Iteration 310Q: 22 clusters Score -5.385672e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 200955 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 10145 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17141 members 
Mstep: Class 11 contains 12413 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 13 contains 67633 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 5997 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36245 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13675 members 
Mstep: Class 22 contains 76629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856744.000000 Penalty: 45368.945312
Iteration 311Q: 22 clusters Score -5.385674e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 200985 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17136 members 
Mstep: Class 11 contains 12408 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 13 contains 67627 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18070 members 
Mstep: Class 16 contains 5998 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36246 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13670 members 
Mstep: Class 22 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856752.000000 Penalty: 45368.945312
Iteration 312Q: 22 clusters Score -5.385675e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201006 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 10145 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17134 members 
Mstep: Class 11 contains 12400 members 
Mstep: Class 12 contains 8363 members 
Mstep: Class 13 contains 67624 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18064 members 
Mstep: Class 16 contains 5999 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36248 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13662 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856760.000000 Penalty: 45368.945312
Iteration 313Q: 22 clusters Score -5.385676e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201025 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17127 members 
Mstep: Class 11 contains 12391 members 
Mstep: Class 12 contains 8365 members 
Mstep: Class 13 contains 67617 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18071 members 
Mstep: Class 16 contains 5999 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13655 members 
Mstep: Class 22 contains 76625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856800.000000 Penalty: 45368.945312
Iteration 314Q: 22 clusters Score -5.38568e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201040 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17123 members 
Mstep: Class 11 contains 12384 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 67612 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18073 members 
Mstep: Class 16 contains 6001 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 86952 members 
Mstep: Class 21 contains 13647 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856792.000000 Penalty: 45368.945312
Iteration 315Q: 22 clusters Score -5.385679e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201051 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17116 members 
Mstep: Class 11 contains 12380 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 67611 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18077 members 
Mstep: Class 16 contains 6001 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 86954 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856784.000000 Penalty: 45368.945312
Iteration 316Q: 22 clusters Score -5.385678e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201056 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17115 members 
Mstep: Class 11 contains 12373 members 
Mstep: Class 12 contains 8365 members 
Mstep: Class 13 contains 67611 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18081 members 
Mstep: Class 16 contains 6001 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 86953 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856820.000000 Penalty: 45368.945312
Iteration 317Q: 22 clusters Score -5.385682e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201058 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17112 members 
Mstep: Class 11 contains 12368 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 67613 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18084 members 
Mstep: Class 16 contains 6001 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 86952 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856792.000000 Penalty: 45368.945312
Iteration 318Q: 22 clusters Score -5.385679e+07 nChanged 25
Entering ConstructFrom: 
Score: -53856792.000000 Penalty: 45368.945312
Entering ConstructFrom: 
Trying to split cluster 1 (6588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Entering Unmasked Estep 
Score: -652075.625000 Penalty: 1428.863281
	Iteration 0F: 2 clusters Score -652075.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -647123.750000 Penalty: 2857.726562
	Iteration 0F: 3 clusters Score -647123.8 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -648618.312500 Penalty: 2857.726562
	Iteration 1F: 3 clusters Score -648618.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -648843.125000 Penalty: 2857.726562
	Iteration 2F: 3 clusters Score -648843.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -649016.625000 Penalty: 2857.726562
	Iteration 3F: 3 clusters Score -649016.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -649207.687500 Penalty: 2857.726562
	Iteration 4F: 3 clusters Score -649207.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -649423.875000 Penalty: 2857.726562
	Iteration 5F: 3 clusters Score -649423.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -649672.500000 Penalty: 2857.726562
	Iteration 6F: 3 clusters Score -649672.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -649896.687500 Penalty: 2857.726562
	Iteration 7Q: 3 clusters Score -649896.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -650111.125000 Penalty: 2857.726562
	Iteration 8Q: 3 clusters Score -650111.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -650304.750000 Penalty: 2857.726562
	Iteration 9Q: 3 clusters Score -650304.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -650440.125000 Penalty: 2857.726562
	Iteration 10Q: 3 clusters Score -650440.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -650540.375000 Penalty: 2857.726562
	Iteration 11Q: 3 clusters Score -650540.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -650620.062500 Penalty: 2857.726562
	Iteration 12Q: 3 clusters Score -650620.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -650687.500000 Penalty: 2857.726562
	Iteration 13Q: 3 clusters Score -650687.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -650746.500000 Penalty: 2857.726562
	Iteration 14Q: 3 clusters Score -650746.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -650783.500000 Penalty: 2857.726562
	Iteration 15Q: 3 clusters Score -650783.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -650802.375000 Penalty: 2857.726562
	Iteration 16Q: 3 clusters Score -650802.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -650808.937500 Penalty: 2857.726562
	Iteration 17Q: 3 clusters Score -650808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -650813.812500 Penalty: 2857.726562
	Iteration 18Q: 3 clusters Score -650813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -650817.625000 Penalty: 2857.726562
	Iteration 19Q: 3 clusters Score -650817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -650817.500000 Penalty: 2857.726562
	Iteration 20F: 3 clusters Score -650817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -650818.187500 Penalty: 2857.726562
	Iteration 21Q: 3 clusters Score -650818.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -650818.187500 Penalty: 2857.726562
	Iteration 22F: 3 clusters Score -650818.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -78483.070312 Penalty: 1096.673462
	Iteration 0F: 2 clusters Score -78483.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -77110.796875 Penalty: 2193.346924
	Iteration 0F: 3 clusters Score -77110.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -77331.546875 Penalty: 2193.346924
	Iteration 1F: 3 clusters Score -77331.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -77431.164062 Penalty: 2193.346924
	Iteration 2F: 3 clusters Score -77431.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -77470.257812 Penalty: 2193.346924
	Iteration 3Q: 3 clusters Score -77470.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77485.367188 Penalty: 2193.346924
	Iteration 4Q: 3 clusters Score -77485.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -77503.742188 Penalty: 2193.346924
	Iteration 5Q: 3 clusters Score -77503.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -77517.968750 Penalty: 2193.346924
	Iteration 6Q: 3 clusters Score -77517.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -77521.859375 Penalty: 2193.346924
	Iteration 7Q: 3 clusters Score -77521.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -77525.164062 Penalty: 2193.346924
	Iteration 8Q: 3 clusters Score -77525.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -77528.679688 Penalty: 2193.346924
	Iteration 9Q: 3 clusters Score -77528.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -77531.640625 Penalty: 2193.346924
	Iteration 10Q: 3 clusters Score -77531.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -77533.265625 Penalty: 2193.346924
	Iteration 11Q: 3 clusters Score -77533.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -77535.031250 Penalty: 2193.346924
	Iteration 12Q: 3 clusters Score -77535.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -77535.031250 Penalty: 2193.346924
	Iteration 13F: 3 clusters Score -77535.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -208480.640625 Penalty: 1254.719116
	Iteration 0F: 2 clusters Score -208480.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -206175.812500 Penalty: 2509.438232
	Iteration 0F: 3 clusters Score -206175.8 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -206678.218750 Penalty: 2509.438232
	Iteration 1F: 3 clusters Score -206678.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -206850.390625 Penalty: 2509.438232
	Iteration 2F: 3 clusters Score -206850.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -206982.015625 Penalty: 2509.438232
	Iteration 3F: 3 clusters Score -206982 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -207086.421875 Penalty: 2509.438232
	Iteration 4Q: 3 clusters Score -207086.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -207160.765625 Penalty: 2509.438232
	Iteration 5Q: 3 clusters Score -207160.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -207204.406250 Penalty: 2509.438232
	Iteration 6Q: 3 clusters Score -207204.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -207235.281250 Penalty: 2509.438232
	Iteration 7Q: 3 clusters Score -207235.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -207262.937500 Penalty: 2509.438232
	Iteration 8Q: 3 clusters Score -207262.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -207282.921875 Penalty: 2509.438232
	Iteration 9Q: 3 clusters Score -207282.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -207298.968750 Penalty: 2509.438232
	Iteration 10Q: 3 clusters Score -207299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -207309.312500 Penalty: 2509.438232
	Iteration 11Q: 3 clusters Score -207309.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -207320.578125 Penalty: 2509.438232
	Iteration 12Q: 3 clusters Score -207320.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -207331.828125 Penalty: 2509.438232
	Iteration 13Q: 3 clusters Score -207331.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -207351.968750 Penalty: 2509.438232
	Iteration 14Q: 3 clusters Score -207352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -207369.765625 Penalty: 2509.438232
	Iteration 15Q: 3 clusters Score -207369.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -207390.109375 Penalty: 2509.438232
	Iteration 16Q: 3 clusters Score -207390.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -207405.218750 Penalty: 2509.438232
	Iteration 17Q: 3 clusters Score -207405.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -207418.500000 Penalty: 2509.438232
	Iteration 18Q: 3 clusters Score -207418.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -207440.484375 Penalty: 2509.438232
	Iteration 19Q: 3 clusters Score -207440.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -207462.859375 Penalty: 2509.438232
	Iteration 20F: 3 clusters Score -207462.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -207478.796875 Penalty: 2509.438232
	Iteration 21Q: 3 clusters Score -207478.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -207495.578125 Penalty: 2509.438232
	Iteration 22Q: 3 clusters Score -207495.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -207512.359375 Penalty: 2509.438232
	Iteration 23Q: 3 clusters Score -207512.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -207532.203125 Penalty: 2509.438232
	Iteration 24Q: 3 clusters Score -207532.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -207548.593750 Penalty: 2509.438232
	Iteration 25Q: 3 clusters Score -207548.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -207573.312500 Penalty: 2509.438232
	Iteration 26Q: 3 clusters Score -207573.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -207599.859375 Penalty: 2509.438232
	Iteration 27Q: 3 clusters Score -207599.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -207618.093750 Penalty: 2509.438232
	Iteration 28Q: 3 clusters Score -207618.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -207636.265625 Penalty: 2509.438232
	Iteration 29Q: 3 clusters Score -207636.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -207647.359375 Penalty: 2509.438232
	Iteration 30Q: 3 clusters Score -207647.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -207657.000000 Penalty: 2509.438232
	Iteration 31Q: 3 clusters Score -207657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -207665.265625 Penalty: 2509.438232
	Iteration 32Q: 3 clusters Score -207665.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -207672.187500 Penalty: 2509.438232
	Iteration 33Q: 3 clusters Score -207672.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -207679.062500 Penalty: 2509.438232
	Iteration 34Q: 3 clusters Score -207679.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -207684.218750 Penalty: 2509.438232
	Iteration 35Q: 3 clusters Score -207684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -207692.515625 Penalty: 2509.438232
	Iteration 36Q: 3 clusters Score -207692.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -207701.468750 Penalty: 2509.438232
	Iteration 37Q: 3 clusters Score -207701.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -207708.015625 Penalty: 2509.438232
	Iteration 38Q: 3 clusters Score -207708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -207712.046875 Penalty: 2509.438232
	Iteration 39Q: 3 clusters Score -207712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -207713.406250 Penalty: 2509.438232
	Iteration 40F: 3 clusters Score -207713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -207715.156250 Penalty: 2509.438232
	Iteration 41Q: 3 clusters Score -207715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -207716.125000 Penalty: 2509.438232
	Iteration 42Q: 3 clusters Score -207716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -207717.359375 Penalty: 2509.438232
	Iteration 43Q: 3 clusters Score -207717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -207717.500000 Penalty: 2509.438232
	Iteration 44Q: 3 clusters Score -207717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -207719.468750 Penalty: 2509.438232
	Iteration 45Q: 3 clusters Score -207719.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -207719.468750 Penalty: 2509.438232
	Iteration 46F: 3 clusters Score -207719.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Entering Unmasked Estep 
Score: -1091303.500000 Penalty: 1516.770630
	Iteration 0F: 2 clusters Score -1091304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1083282.000000 Penalty: 3033.541260
	Iteration 0F: 3 clusters Score -1083282 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1085876.750000 Penalty: 3033.541260
	Iteration 1F: 3 clusters Score -1085877 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1086106.500000 Penalty: 3033.541260
	Iteration 2F: 3 clusters Score -1086106 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1086330.750000 Penalty: 3033.541260
	Iteration 3Q: 3 clusters Score -1086331 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1086553.375000 Penalty: 3033.541260
	Iteration 4Q: 3 clusters Score -1086553 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1086793.625000 Penalty: 3033.541260
	Iteration 5Q: 3 clusters Score -1086794 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1087056.625000 Penalty: 3033.541260
	Iteration 6Q: 3 clusters Score -1087057 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1087373.250000 Penalty: 3033.541260
	Iteration 7Q: 3 clusters Score -1087373 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1087753.000000 Penalty: 3033.541260
	Iteration 8F: 3 clusters Score -1087753 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1088229.750000 Penalty: 3033.541260
	Iteration 9F: 3 clusters Score -1088230 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1088700.000000 Penalty: 3033.541260
	Iteration 10F: 3 clusters Score -1088700 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1089075.125000 Penalty: 3033.541260
	Iteration 11Q: 3 clusters Score -1089075 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1089354.250000 Penalty: 3033.541260
	Iteration 12Q: 3 clusters Score -1089354 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1089551.125000 Penalty: 3033.541260
	Iteration 13Q: 3 clusters Score -1089551 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1089708.125000 Penalty: 3033.541260
	Iteration 14Q: 3 clusters Score -1089708 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1089819.750000 Penalty: 3033.541260
	Iteration 15Q: 3 clusters Score -1089820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1089884.125000 Penalty: 3033.541260
	Iteration 16Q: 3 clusters Score -1089884 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1089935.375000 Penalty: 3033.541260
	Iteration 17Q: 3 clusters Score -1089935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1089960.625000 Penalty: 3033.541260
	Iteration 18Q: 3 clusters Score -1089961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1089971.750000 Penalty: 3033.541260
	Iteration 19Q: 3 clusters Score -1089972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1089980.625000 Penalty: 3033.541260
	Iteration 20F: 3 clusters Score -1089981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1089990.625000 Penalty: 3033.541260
	Iteration 21Q: 3 clusters Score -1089991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1089999.375000 Penalty: 3033.541260
	Iteration 22Q: 3 clusters Score -1089999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1090000.250000 Penalty: 3033.541260
	Iteration 23Q: 3 clusters Score -1090000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1090005.375000 Penalty: 3033.541260
	Iteration 24Q: 3 clusters Score -1090005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1090006.375000 Penalty: 3033.541260
	Iteration 25Q: 3 clusters Score -1090006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1090006.375000 Penalty: 3033.541260
	Iteration 26F: 3 clusters Score -1090006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (201061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201061 members 
Entering Unmasked Estep 
Score: -18405930.000000 Penalty: 1984.346558
	Iteration 0F: 2 clusters Score -1.840593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100521 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -18272636.000000 Penalty: 3968.693115
	Iteration 0F: 3 clusters Score -1.827264e+07 nChanged 97128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101761 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -18330416.000000 Penalty: 3968.693115
	Iteration 1F: 3 clusters Score -1.833042e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103004 members 
Mstep: Class 2 contains 98057 members 
Entering Unmasked Estep 
Score: -18331886.000000 Penalty: 3968.693115
	Iteration 2Q: 3 clusters Score -1.833189e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104819 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -18333452.000000 Penalty: 3968.693115
	Iteration 3Q: 3 clusters Score -1.833345e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107763 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -18335380.000000 Penalty: 3968.693115
	Iteration 4Q: 3 clusters Score -1.833538e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -18338154.000000 Penalty: 3968.693115
	Iteration 5Q: 3 clusters Score -1.833815e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118121 members 
Mstep: Class 2 contains 82940 members 
Entering Unmasked Estep 
Score: -18341852.000000 Penalty: 3968.693115
	Iteration 6Q: 3 clusters Score -1.834185e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126213 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -18347040.000000 Penalty: 3968.693115
	Iteration 7F: 3 clusters Score -1.834704e+07 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136407 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -18354382.000000 Penalty: 3968.693115
	Iteration 8F: 3 clusters Score -1.835438e+07 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148173 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -18362984.000000 Penalty: 3968.693115
	Iteration 9F: 3 clusters Score -1.836298e+07 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -18372444.000000 Penalty: 3968.693115
	Iteration 10F: 3 clusters Score -1.837244e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171243 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -18381714.000000 Penalty: 3968.693115
	Iteration 11F: 3 clusters Score -1.838171e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180073 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -18389176.000000 Penalty: 3968.693115
	Iteration 12Q: 3 clusters Score -1.838918e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186456 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -18394390.000000 Penalty: 3968.693115
	Iteration 13Q: 3 clusters Score -1.839439e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190831 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -18397648.000000 Penalty: 3968.693115
	Iteration 14Q: 3 clusters Score -1.839765e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193926 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -18399818.000000 Penalty: 3968.693115
	Iteration 15Q: 3 clusters Score -1.839982e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196142 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -18401330.000000 Penalty: 3968.693115
	Iteration 16Q: 3 clusters Score -1.840133e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197655 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -18402338.000000 Penalty: 3968.693115
	Iteration 17Q: 3 clusters Score -1.840234e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198701 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -18403044.000000 Penalty: 3968.693115
	Iteration 18Q: 3 clusters Score -1.840304e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199430 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -18403514.000000 Penalty: 3968.693115
	Iteration 19Q: 3 clusters Score -1.840351e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199888 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -18403740.000000 Penalty: 3968.693115
	Iteration 20F: 3 clusters Score -1.840374e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200177 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -18403892.000000 Penalty: 3968.693115
	Iteration 21Q: 3 clusters Score -1.840389e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200326 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -18403968.000000 Penalty: 3968.693115
	Iteration 22Q: 3 clusters Score -1.840397e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200409 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -18404012.000000 Penalty: 3968.693115
	Iteration 23Q: 3 clusters Score -1.840401e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200454 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -18404044.000000 Penalty: 3968.693115
	Iteration 24Q: 3 clusters Score -1.840404e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200487 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -18404090.000000 Penalty: 3968.693115
	Iteration 25Q: 3 clusters Score -1.840409e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200516 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -18404118.000000 Penalty: 3968.693115
	Iteration 26Q: 3 clusters Score -1.840412e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200542 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18404128.000000 Penalty: 3968.693115
	Iteration 27Q: 3 clusters Score -1.840413e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200573 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -18404152.000000 Penalty: 3968.693115
	Iteration 28Q: 3 clusters Score -1.840415e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200599 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -18404138.000000 Penalty: 3968.693115
	Iteration 29Q: 3 clusters Score -1.840414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200615 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -18404162.000000 Penalty: 3968.693115
	Iteration 30Q: 3 clusters Score -1.840416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200628 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -18404170.000000 Penalty: 3968.693115
	Iteration 31Q: 3 clusters Score -1.840417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200633 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -18404174.000000 Penalty: 3968.693115
	Iteration 32Q: 3 clusters Score -1.840417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200640 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -18404178.000000 Penalty: 3968.693115
	Iteration 33Q: 3 clusters Score -1.840418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200649 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18404188.000000 Penalty: 3968.693115
	Iteration 34Q: 3 clusters Score -1.840419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200663 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -18404208.000000 Penalty: 3968.693115
	Iteration 35Q: 3 clusters Score -1.840421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200675 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -18404224.000000 Penalty: 3968.693115
	Iteration 36Q: 3 clusters Score -1.840422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200685 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -18404244.000000 Penalty: 3968.693115
	Iteration 37Q: 3 clusters Score -1.840424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200693 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18404234.000000 Penalty: 3968.693115
	Iteration 38Q: 3 clusters Score -1.840423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200704 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -18404252.000000 Penalty: 3968.693115
	Iteration 39Q: 3 clusters Score -1.840425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200709 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -18404244.000000 Penalty: 3968.693115
	Iteration 40F: 3 clusters Score -1.840424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200708 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -18404250.000000 Penalty: 3968.693115
	Iteration 41Q: 3 clusters Score -1.840425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200708 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -18404250.000000 Penalty: 3968.693115
	Iteration 42F: 3 clusters Score -1.840425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Entering Unmasked Estep 
Score: -394855.906250 Penalty: 1351.755981
	Iteration 0F: 2 clusters Score -394855.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -391407.906250 Penalty: 2703.511963
	Iteration 0F: 3 clusters Score -391407.9 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -392361.406250 Penalty: 2703.511963
	Iteration 1F: 3 clusters Score -392361.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -392544.093750 Penalty: 2703.511963
	Iteration 2F: 3 clusters Score -392544.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -392673.218750 Penalty: 2703.511963
	Iteration 3F: 3 clusters Score -392673.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -392784.375000 Penalty: 2703.511963
	Iteration 4Q: 3 clusters Score -392784.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -392891.406250 Penalty: 2703.511963
	Iteration 5Q: 3 clusters Score -392891.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -393006.000000 Penalty: 2703.511963
	Iteration 6Q: 3 clusters Score -393006 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -393155.062500 Penalty: 2703.511963
	Iteration 7Q: 3 clusters Score -393155.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -393317.781250 Penalty: 2703.511963
	Iteration 8Q: 3 clusters Score -393317.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -393474.218750 Penalty: 2703.511963
	Iteration 9Q: 3 clusters Score -393474.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -393647.843750 Penalty: 2703.511963
	Iteration 10Q: 3 clusters Score -393647.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -393814.937500 Penalty: 2703.511963
	Iteration 11Q: 3 clusters Score -393814.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -393965.718750 Penalty: 2703.511963
	Iteration 12Q: 3 clusters Score -393965.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -394126.343750 Penalty: 2703.511963
	Iteration 13Q: 3 clusters Score -394126.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -394334.218750 Penalty: 2703.511963
	Iteration 14Q: 3 clusters Score -394334.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -394487.062500 Penalty: 2703.511963
	Iteration 15Q: 3 clusters Score -394487.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -394567.906250 Penalty: 2703.511963
	Iteration 16Q: 3 clusters Score -394567.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -394612.312500 Penalty: 2703.511963
	Iteration 17Q: 3 clusters Score -394612.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -394632.687500 Penalty: 2703.511963
	Iteration 18Q: 3 clusters Score -394632.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -394646.281250 Penalty: 2703.511963
	Iteration 19Q: 3 clusters Score -394646.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -394651.312500 Penalty: 2703.511963
	Iteration 20F: 3 clusters Score -394651.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -394654.156250 Penalty: 2703.511963
	Iteration 21Q: 3 clusters Score -394654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -394655.281250 Penalty: 2703.511963
	Iteration 22Q: 3 clusters Score -394655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -394655.968750 Penalty: 2703.511963
	Iteration 23Q: 3 clusters Score -394656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -394656.031250 Penalty: 2703.511963
	Iteration 24Q: 3 clusters Score -394656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -394656.031250 Penalty: 2703.511963
	Iteration 25F: 3 clusters Score -394656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -153076.593750 Penalty: 1231.282227
	Iteration 0F: 2 clusters Score -153076.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -151059.593750 Penalty: 2462.564453
	Iteration 0F: 3 clusters Score -151059.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -151791.890625 Penalty: 2462.564453
	Iteration 1F: 3 clusters Score -151791.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -152196.140625 Penalty: 2462.564453
	Iteration 2F: 3 clusters Score -152196.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -152472.390625 Penalty: 2462.564453
	Iteration 3F: 3 clusters Score -152472.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -152739.640625 Penalty: 2462.564453
	Iteration 4F: 3 clusters Score -152739.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -152972.609375 Penalty: 2462.564453
	Iteration 5F: 3 clusters Score -152972.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -153157.203125 Penalty: 2462.564453
	Iteration 6F: 3 clusters Score -153157.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -153261.671875 Penalty: 2462.564453
	Iteration 7Q: 3 clusters Score -153261.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -153299.078125 Penalty: 2462.564453
	Iteration 8Q: 3 clusters Score -153299.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -153350.031250 Penalty: 2462.564453
	Iteration 9Q: 3 clusters Score -153350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -153357.984375 Penalty: 2462.564453
	Iteration 10Q: 3 clusters Score -153358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -153360.718750 Penalty: 2462.564453
	Iteration 11Q: 3 clusters Score -153360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -153361.640625 Penalty: 2462.564453
	Iteration 12Q: 3 clusters Score -153361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -153362.390625 Penalty: 2462.564453
	Iteration 13Q: 3 clusters Score -153362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -153362.828125 Penalty: 2462.564453
	Iteration 14Q: 3 clusters Score -153362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -153362.828125 Penalty: 2462.564453
	Iteration 15F: 3 clusters Score -153362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201061 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17111 members 
Mstep: Class 11 contains 12367 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 67614 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 20 contains 1012 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
Score: -53856172.000000 Penalty: 47529.371094
Splitting cluster 7 changes total score from -53856792.000000 to -53856172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Entering Unmasked Estep 
Score: -840844.375000 Penalty: 1499.035645
	Iteration 0F: 2 clusters Score -840844.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -833635.750000 Penalty: 2998.071289
	Iteration 0F: 3 clusters Score -833635.8 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -836090.375000 Penalty: 2998.071289
	Iteration 1F: 3 clusters Score -836090.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -836389.375000 Penalty: 2998.071289
	Iteration 2F: 3 clusters Score -836389.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -836613.750000 Penalty: 2998.071289
	Iteration 3F: 3 clusters Score -836613.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -836772.875000 Penalty: 2998.071289
	Iteration 4Q: 3 clusters Score -836772.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -836905.312500 Penalty: 2998.071289
	Iteration 5Q: 3 clusters Score -836905.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -837021.375000 Penalty: 2998.071289
	Iteration 6Q: 3 clusters Score -837021.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -837131.000000 Penalty: 2998.071289
	Iteration 7Q: 3 clusters Score -837131 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -837240.562500 Penalty: 2998.071289
	Iteration 8Q: 3 clusters Score -837240.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -837352.812500 Penalty: 2998.071289
	Iteration 9Q: 3 clusters Score -837352.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -837457.500000 Penalty: 2998.071289
	Iteration 10Q: 3 clusters Score -837457.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -837554.812500 Penalty: 2998.071289
	Iteration 11Q: 3 clusters Score -837554.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -837625.500000 Penalty: 2998.071289
	Iteration 12Q: 3 clusters Score -837625.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -837698.125000 Penalty: 2998.071289
	Iteration 13Q: 3 clusters Score -837698.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -837784.625000 Penalty: 2998.071289
	Iteration 14Q: 3 clusters Score -837784.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -837872.500000 Penalty: 2998.071289
	Iteration 15Q: 3 clusters Score -837872.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -837960.125000 Penalty: 2998.071289
	Iteration 16Q: 3 clusters Score -837960.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -838050.312500 Penalty: 2998.071289
	Iteration 17Q: 3 clusters Score -838050.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -838128.625000 Penalty: 2998.071289
	Iteration 18Q: 3 clusters Score -838128.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -838208.937500 Penalty: 2998.071289
	Iteration 19Q: 3 clusters Score -838208.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -838284.437500 Penalty: 2998.071289
	Iteration 20F: 3 clusters Score -838284.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -838369.250000 Penalty: 2998.071289
	Iteration 21Q: 3 clusters Score -838369.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -838466.937500 Penalty: 2998.071289
	Iteration 22Q: 3 clusters Score -838466.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -838537.625000 Penalty: 2998.071289
	Iteration 23Q: 3 clusters Score -838537.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -838620.812500 Penalty: 2998.071289
	Iteration 24Q: 3 clusters Score -838620.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -838710.687500 Penalty: 2998.071289
	Iteration 25Q: 3 clusters Score -838710.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -838803.125000 Penalty: 2998.071289
	Iteration 26Q: 3 clusters Score -838803.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -838906.375000 Penalty: 2998.071289
	Iteration 27Q: 3 clusters Score -838906.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -838992.750000 Penalty: 2998.071289
	Iteration 28Q: 3 clusters Score -838992.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -839068.875000 Penalty: 2998.071289
	Iteration 29Q: 3 clusters Score -839068.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -839144.250000 Penalty: 2998.071289
	Iteration 30Q: 3 clusters Score -839144.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -839202.500000 Penalty: 2998.071289
	Iteration 31Q: 3 clusters Score -839202.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -839278.000000 Penalty: 2998.071289
	Iteration 32Q: 3 clusters Score -839278 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -839361.625000 Penalty: 2998.071289
	Iteration 33Q: 3 clusters Score -839361.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -839470.687500 Penalty: 2998.071289
	Iteration 34Q: 3 clusters Score -839470.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -839577.875000 Penalty: 2998.071289
	Iteration 35Q: 3 clusters Score -839577.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -839711.937500 Penalty: 2998.071289
	Iteration 36Q: 3 clusters Score -839711.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -839843.125000 Penalty: 2998.071289
	Iteration 37Q: 3 clusters Score -839843.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -839929.437500 Penalty: 2998.071289
	Iteration 38Q: 3 clusters Score -839929.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -839984.312500 Penalty: 2998.071289
	Iteration 39Q: 3 clusters Score -839984.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -840036.250000 Penalty: 2998.071289
	Iteration 40F: 3 clusters Score -840036.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -840072.562500 Penalty: 2998.071289
	Iteration 41Q: 3 clusters Score -840072.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -840087.562500 Penalty: 2998.071289
	Iteration 42Q: 3 clusters Score -840087.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -840094.562500 Penalty: 2998.071289
	Iteration 43Q: 3 clusters Score -840094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -840101.312500 Penalty: 2998.071289
	Iteration 44Q: 3 clusters Score -840101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -840105.875000 Penalty: 2998.071289
	Iteration 45Q: 3 clusters Score -840105.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -840108.875000 Penalty: 2998.071289
	Iteration 46Q: 3 clusters Score -840108.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -840112.937500 Penalty: 2998.071289
	Iteration 47Q: 3 clusters Score -840112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -840115.000000 Penalty: 2998.071289
	Iteration 48Q: 3 clusters Score -840115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -840115.000000 Penalty: 2998.071289
	Iteration 49F: 3 clusters Score -840115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Entering Unmasked Estep 
Score: -841752.062500 Penalty: 1480.045898
	Iteration 0F: 2 clusters Score -841752.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -835272.875000 Penalty: 2960.091797
	Iteration 0F: 3 clusters Score -835272.9 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -837319.437500 Penalty: 2960.091797
	Iteration 1F: 3 clusters Score -837319.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -837568.187500 Penalty: 2960.091797
	Iteration 2F: 3 clusters Score -837568.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -837754.625000 Penalty: 2960.091797
	Iteration 3F: 3 clusters Score -837754.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -837928.312500 Penalty: 2960.091797
	Iteration 4Q: 3 clusters Score -837928.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -838095.750000 Penalty: 2960.091797
	Iteration 5Q: 3 clusters Score -838095.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -838295.187500 Penalty: 2960.091797
	Iteration 6Q: 3 clusters Score -838295.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -838511.312500 Penalty: 2960.091797
	Iteration 7Q: 3 clusters Score -838511.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -838748.375000 Penalty: 2960.091797
	Iteration 8Q: 3 clusters Score -838748.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -839007.812500 Penalty: 2960.091797
	Iteration 9Q: 3 clusters Score -839007.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -839271.250000 Penalty: 2960.091797
	Iteration 10Q: 3 clusters Score -839271.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -839504.625000 Penalty: 2960.091797
	Iteration 11Q: 3 clusters Score -839504.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -839708.687500 Penalty: 2960.091797
	Iteration 12Q: 3 clusters Score -839708.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -839904.437500 Penalty: 2960.091797
	Iteration 13Q: 3 clusters Score -839904.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -840062.687500 Penalty: 2960.091797
	Iteration 14Q: 3 clusters Score -840062.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -840188.687500 Penalty: 2960.091797
	Iteration 15Q: 3 clusters Score -840188.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -840280.000000 Penalty: 2960.091797
	Iteration 16Q: 3 clusters Score -840280 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -840334.625000 Penalty: 2960.091797
	Iteration 17Q: 3 clusters Score -840334.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -840371.250000 Penalty: 2960.091797
	Iteration 18Q: 3 clusters Score -840371.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -840396.875000 Penalty: 2960.091797
	Iteration 19Q: 3 clusters Score -840396.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -840422.187500 Penalty: 2960.091797
	Iteration 20F: 3 clusters Score -840422.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -840438.875000 Penalty: 2960.091797
	Iteration 21Q: 3 clusters Score -840438.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -840454.062500 Penalty: 2960.091797
	Iteration 22Q: 3 clusters Score -840454.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -840469.125000 Penalty: 2960.091797
	Iteration 23Q: 3 clusters Score -840469.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -840477.687500 Penalty: 2960.091797
	Iteration 24Q: 3 clusters Score -840477.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -840486.687500 Penalty: 2960.091797
	Iteration 25Q: 3 clusters Score -840486.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -840492.875000 Penalty: 2960.091797
	Iteration 26Q: 3 clusters Score -840492.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -840502.812500 Penalty: 2960.091797
	Iteration 27Q: 3 clusters Score -840502.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -840516.250000 Penalty: 2960.091797
	Iteration 28Q: 3 clusters Score -840516.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -840526.187500 Penalty: 2960.091797
	Iteration 29Q: 3 clusters Score -840526.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -840533.812500 Penalty: 2960.091797
	Iteration 30Q: 3 clusters Score -840533.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -840541.562500 Penalty: 2960.091797
	Iteration 31Q: 3 clusters Score -840541.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -840543.687500 Penalty: 2960.091797
	Iteration 32Q: 3 clusters Score -840543.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -840545.562500 Penalty: 2960.091797
	Iteration 33Q: 3 clusters Score -840545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -840547.687500 Penalty: 2960.091797
	Iteration 34Q: 3 clusters Score -840547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -840549.250000 Penalty: 2960.091797
	Iteration 35Q: 3 clusters Score -840549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -840550.750000 Penalty: 2960.091797
	Iteration 36Q: 3 clusters Score -840550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -840550.937500 Penalty: 2960.091797
	Iteration 37Q: 3 clusters Score -840550.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -840554.375000 Penalty: 2960.091797
	Iteration 38Q: 3 clusters Score -840554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -840558.625000 Penalty: 2960.091797
	Iteration 39Q: 3 clusters Score -840558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -840559.000000 Penalty: 2960.091797
	Iteration 40F: 3 clusters Score -840559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -840563.750000 Penalty: 2960.091797
	Iteration 41Q: 3 clusters Score -840563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -840564.187500 Penalty: 2960.091797
	Iteration 42Q: 3 clusters Score -840564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -840565.812500 Penalty: 2960.091797
	Iteration 43Q: 3 clusters Score -840565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -840565.812500 Penalty: 2960.091797
	Iteration 44F: 3 clusters Score -840565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Entering Unmasked Estep 
Score: -1561028.625000 Penalty: 1583.964966
	Iteration 0F: 2 clusters Score -1561029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1549241.625000 Penalty: 3167.929932
	Iteration 0F: 3 clusters Score -1549242 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1553457.625000 Penalty: 3167.929932
	Iteration 1F: 3 clusters Score -1553458 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1553769.500000 Penalty: 3167.929932
	Iteration 2F: 3 clusters Score -1553770 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1554056.125000 Penalty: 3167.929932
	Iteration 3Q: 3 clusters Score -1554056 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1554391.000000 Penalty: 3167.929932
	Iteration 4Q: 3 clusters Score -1554391 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1554833.250000 Penalty: 3167.929932
	Iteration 5F: 3 clusters Score -1554833 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1555400.875000 Penalty: 3167.929932
	Iteration 6F: 3 clusters Score -1555401 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1556206.500000 Penalty: 3167.929932
	Iteration 7F: 3 clusters Score -1556206 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1557184.000000 Penalty: 3167.929932
	Iteration 8F: 3 clusters Score -1557184 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1558057.625000 Penalty: 3167.929932
	Iteration 9F: 3 clusters Score -1558058 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1558715.375000 Penalty: 3167.929932
	Iteration 10Q: 3 clusters Score -1558715 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1559129.500000 Penalty: 3167.929932
	Iteration 11Q: 3 clusters Score -1559130 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1559366.375000 Penalty: 3167.929932
	Iteration 12Q: 3 clusters Score -1559366 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1559479.375000 Penalty: 3167.929932
	Iteration 13Q: 3 clusters Score -1559479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1559558.625000 Penalty: 3167.929932
	Iteration 14Q: 3 clusters Score -1559559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1559603.500000 Penalty: 3167.929932
	Iteration 15Q: 3 clusters Score -1559604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1559634.750000 Penalty: 3167.929932
	Iteration 16Q: 3 clusters Score -1559635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1559660.375000 Penalty: 3167.929932
	Iteration 17Q: 3 clusters Score -1559660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1559681.625000 Penalty: 3167.929932
	Iteration 18Q: 3 clusters Score -1559682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1559690.250000 Penalty: 3167.929932
	Iteration 19Q: 3 clusters Score -1559690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1559698.875000 Penalty: 3167.929932
	Iteration 20F: 3 clusters Score -1559699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1559701.250000 Penalty: 3167.929932
	Iteration 21Q: 3 clusters Score -1559701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1559705.500000 Penalty: 3167.929932
	Iteration 22Q: 3 clusters Score -1559706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1559707.625000 Penalty: 3167.929932
	Iteration 23Q: 3 clusters Score -1559708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1559706.250000 Penalty: 3167.929932
	Iteration 24Q: 3 clusters Score -1559706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1559706.250000 Penalty: 3167.929932
	Iteration 25F: 3 clusters Score -1559706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Entering Unmasked Estep 
Score: -1100281.375000 Penalty: 1531.202881
	Iteration 0F: 2 clusters Score -1100281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1091592.250000 Penalty: 3062.405762
	Iteration 0F: 3 clusters Score -1091592 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1094523.250000 Penalty: 3062.405762
	Iteration 1F: 3 clusters Score -1094523 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1094915.625000 Penalty: 3062.405762
	Iteration 2F: 3 clusters Score -1094916 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1095271.375000 Penalty: 3062.405762
	Iteration 3F: 3 clusters Score -1095271 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1095579.625000 Penalty: 3062.405762
	Iteration 4F: 3 clusters Score -1095580 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1095856.750000 Penalty: 3062.405762
	Iteration 5Q: 3 clusters Score -1095857 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1096125.625000 Penalty: 3062.405762
	Iteration 6Q: 3 clusters Score -1096126 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1096461.500000 Penalty: 3062.405762
	Iteration 7Q: 3 clusters Score -1096462 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1096822.250000 Penalty: 3062.405762
	Iteration 8Q: 3 clusters Score -1096822 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1097246.750000 Penalty: 3062.405762
	Iteration 9Q: 3 clusters Score -1097247 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1097730.875000 Penalty: 3062.405762
	Iteration 10Q: 3 clusters Score -1097731 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1098129.625000 Penalty: 3062.405762
	Iteration 11Q: 3 clusters Score -1098130 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1098407.375000 Penalty: 3062.405762
	Iteration 12Q: 3 clusters Score -1098407 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1098576.750000 Penalty: 3062.405762
	Iteration 13Q: 3 clusters Score -1098577 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1098669.875000 Penalty: 3062.405762
	Iteration 14Q: 3 clusters Score -1098670 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1098731.625000 Penalty: 3062.405762
	Iteration 15Q: 3 clusters Score -1098732 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1098775.000000 Penalty: 3062.405762
	Iteration 16Q: 3 clusters Score -1098775 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1098818.000000 Penalty: 3062.405762
	Iteration 17Q: 3 clusters Score -1098818 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1098847.250000 Penalty: 3062.405762
	Iteration 18Q: 3 clusters Score -1098847 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1098864.750000 Penalty: 3062.405762
	Iteration 19Q: 3 clusters Score -1098865 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1098892.250000 Penalty: 3062.405762
	Iteration 20F: 3 clusters Score -1098892 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1098916.875000 Penalty: 3062.405762
	Iteration 21Q: 3 clusters Score -1098917 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1098941.500000 Penalty: 3062.405762
	Iteration 22Q: 3 clusters Score -1098942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1098970.250000 Penalty: 3062.405762
	Iteration 23Q: 3 clusters Score -1098970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1098996.250000 Penalty: 3062.405762
	Iteration 24Q: 3 clusters Score -1098996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1099014.375000 Penalty: 3062.405762
	Iteration 25Q: 3 clusters Score -1099014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1099037.250000 Penalty: 3062.405762
	Iteration 26Q: 3 clusters Score -1099037 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1099054.125000 Penalty: 3062.405762
	Iteration 27Q: 3 clusters Score -1099054 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1099081.875000 Penalty: 3062.405762
	Iteration 28Q: 3 clusters Score -1099082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1099111.750000 Penalty: 3062.405762
	Iteration 29Q: 3 clusters Score -1099112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1099141.250000 Penalty: 3062.405762
	Iteration 30Q: 3 clusters Score -1099141 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1099175.125000 Penalty: 3062.405762
	Iteration 31Q: 3 clusters Score -1099175 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1099228.375000 Penalty: 3062.405762
	Iteration 32Q: 3 clusters Score -1099228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1099266.000000 Penalty: 3062.405762
	Iteration 33Q: 3 clusters Score -1099266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1099290.875000 Penalty: 3062.405762
	Iteration 34Q: 3 clusters Score -1099291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1099310.125000 Penalty: 3062.405762
	Iteration 35Q: 3 clusters Score -1099310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1099327.000000 Penalty: 3062.405762
	Iteration 36Q: 3 clusters Score -1099327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1099345.375000 Penalty: 3062.405762
	Iteration 37Q: 3 clusters Score -1099345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1099356.875000 Penalty: 3062.405762
	Iteration 38Q: 3 clusters Score -1099357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1099373.875000 Penalty: 3062.405762
	Iteration 39Q: 3 clusters Score -1099374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1099398.250000 Penalty: 3062.405762
	Iteration 40F: 3 clusters Score -1099398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1099422.125000 Penalty: 3062.405762
	Iteration 41Q: 3 clusters Score -1099422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1099457.750000 Penalty: 3062.405762
	Iteration 42Q: 3 clusters Score -1099458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1099482.750000 Penalty: 3062.405762
	Iteration 43Q: 3 clusters Score -1099483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1099500.750000 Penalty: 3062.405762
	Iteration 44Q: 3 clusters Score -1099501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1099526.750000 Penalty: 3062.405762
	Iteration 45Q: 3 clusters Score -1099527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1099555.375000 Penalty: 3062.405762
	Iteration 46Q: 3 clusters Score -1099555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1099568.625000 Penalty: 3062.405762
	Iteration 47Q: 3 clusters Score -1099569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1099586.750000 Penalty: 3062.405762
	Iteration 48Q: 3 clusters Score -1099587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1099605.125000 Penalty: 3062.405762
	Iteration 49Q: 3 clusters Score -1099605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1099618.000000 Penalty: 3062.405762
	Iteration 50Q: 3 clusters Score -1099618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1099632.625000 Penalty: 3062.405762
	Iteration 51Q: 3 clusters Score -1099633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1099644.000000 Penalty: 3062.405762
	Iteration 52Q: 3 clusters Score -1099644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1099652.125000 Penalty: 3062.405762
	Iteration 53Q: 3 clusters Score -1099652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1099661.125000 Penalty: 3062.405762
	Iteration 54Q: 3 clusters Score -1099661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1099674.750000 Penalty: 3062.405762
	Iteration 55Q: 3 clusters Score -1099675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1099688.500000 Penalty: 3062.405762
	Iteration 56Q: 3 clusters Score -1099688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1099697.000000 Penalty: 3062.405762
	Iteration 57Q: 3 clusters Score -1099697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1099703.000000 Penalty: 3062.405762
	Iteration 58Q: 3 clusters Score -1099703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1099711.750000 Penalty: 3062.405762
	Iteration 59Q: 3 clusters Score -1099712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1099720.500000 Penalty: 3062.405762
	Iteration 60F: 3 clusters Score -1099720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1099725.125000 Penalty: 3062.405762
	Iteration 61Q: 3 clusters Score -1099725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1099732.750000 Penalty: 3062.405762
	Iteration 62Q: 3 clusters Score -1099733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1099733.500000 Penalty: 3062.405762
	Iteration 63Q: 3 clusters Score -1099734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1099735.625000 Penalty: 3062.405762
	Iteration 64Q: 3 clusters Score -1099736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1099736.500000 Penalty: 3062.405762
	Iteration 65Q: 3 clusters Score -1099736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1099736.625000 Penalty: 3062.405762
	Iteration 66Q: 3 clusters Score -1099737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1099740.125000 Penalty: 3062.405762
	Iteration 67Q: 3 clusters Score -1099740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1099742.500000 Penalty: 3062.405762
	Iteration 68Q: 3 clusters Score -1099742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1099744.500000 Penalty: 3062.405762
	Iteration 69Q: 3 clusters Score -1099744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1099751.500000 Penalty: 3062.405762
	Iteration 70Q: 3 clusters Score -1099752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1099753.500000 Penalty: 3062.405762
	Iteration 71Q: 3 clusters Score -1099754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1099756.625000 Penalty: 3062.405762
	Iteration 72Q: 3 clusters Score -1099757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1099759.125000 Penalty: 3062.405762
	Iteration 73Q: 3 clusters Score -1099759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1099759.500000 Penalty: 3062.405762
	Iteration 74Q: 3 clusters Score -1099760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1099763.250000 Penalty: 3062.405762
	Iteration 75Q: 3 clusters Score -1099763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1099774.875000 Penalty: 3062.405762
	Iteration 76Q: 3 clusters Score -1099775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1099778.625000 Penalty: 3062.405762
	Iteration 77Q: 3 clusters Score -1099779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1099787.250000 Penalty: 3062.405762
	Iteration 78Q: 3 clusters Score -1099787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1099799.250000 Penalty: 3062.405762
	Iteration 79Q: 3 clusters Score -1099799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1099802.625000 Penalty: 3062.405762
	Iteration 80F: 3 clusters Score -1099803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1099810.000000 Penalty: 3062.405762
	Iteration 81Q: 3 clusters Score -1099810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1099812.750000 Penalty: 3062.405762
	Iteration 82Q: 3 clusters Score -1099813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1099814.625000 Penalty: 3062.405762
	Iteration 83Q: 3 clusters Score -1099815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1099818.000000 Penalty: 3062.405762
	Iteration 84Q: 3 clusters Score -1099818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1099822.500000 Penalty: 3062.405762
	Iteration 85Q: 3 clusters Score -1099822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1099824.000000 Penalty: 3062.405762
	Iteration 86Q: 3 clusters Score -1099824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1099826.750000 Penalty: 3062.405762
	Iteration 87Q: 3 clusters Score -1099827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1099831.375000 Penalty: 3062.405762
	Iteration 88Q: 3 clusters Score -1099831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1099831.125000 Penalty: 3062.405762
	Iteration 89Q: 3 clusters Score -1099831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1099831.375000 Penalty: 3062.405762
	Iteration 90Q: 3 clusters Score -1099831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1099830.250000 Penalty: 3062.405762
	Iteration 91Q: 3 clusters Score -1099830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1099830.250000 Penalty: 3062.405762
	Iteration 92F: 3 clusters Score -1099830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Entering Unmasked Estep 
Score: -726043.125000 Penalty: 1467.688721
	Iteration 0F: 2 clusters Score -726043.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -719951.062500 Penalty: 2935.377441
	Iteration 0F: 3 clusters Score -719951.1 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -721790.375000 Penalty: 2935.377441
	Iteration 1F: 3 clusters Score -721790.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -721985.750000 Penalty: 2935.377441
	Iteration 2F: 3 clusters Score -721985.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -722159.625000 Penalty: 2935.377441
	Iteration 3Q: 3 clusters Score -722159.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -722306.750000 Penalty: 2935.377441
	Iteration 4Q: 3 clusters Score -722306.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -722417.437500 Penalty: 2935.377441
	Iteration 5Q: 3 clusters Score -722417.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -722541.125000 Penalty: 2935.377441
	Iteration 6Q: 3 clusters Score -722541.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -722740.562500 Penalty: 2935.377441
	Iteration 7Q: 3 clusters Score -722740.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -723020.437500 Penalty: 2935.377441
	Iteration 8Q: 3 clusters Score -723020.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -723378.437500 Penalty: 2935.377441
	Iteration 9Q: 3 clusters Score -723378.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -723768.812500 Penalty: 2935.377441
	Iteration 10F: 3 clusters Score -723768.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -724123.625000 Penalty: 2935.377441
	Iteration 11F: 3 clusters Score -724123.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -724345.437500 Penalty: 2935.377441
	Iteration 12Q: 3 clusters Score -724345.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -724499.625000 Penalty: 2935.377441
	Iteration 13Q: 3 clusters Score -724499.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -724602.437500 Penalty: 2935.377441
	Iteration 14Q: 3 clusters Score -724602.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -724665.562500 Penalty: 2935.377441
	Iteration 15Q: 3 clusters Score -724665.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -724710.750000 Penalty: 2935.377441
	Iteration 16Q: 3 clusters Score -724710.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -724736.125000 Penalty: 2935.377441
	Iteration 17Q: 3 clusters Score -724736.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -724757.750000 Penalty: 2935.377441
	Iteration 18Q: 3 clusters Score -724757.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -724775.187500 Penalty: 2935.377441
	Iteration 19Q: 3 clusters Score -724775.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -724789.625000 Penalty: 2935.377441
	Iteration 20F: 3 clusters Score -724789.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -724800.250000 Penalty: 2935.377441
	Iteration 21Q: 3 clusters Score -724800.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -724809.500000 Penalty: 2935.377441
	Iteration 22Q: 3 clusters Score -724809.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -724820.937500 Penalty: 2935.377441
	Iteration 23Q: 3 clusters Score -724820.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -724829.187500 Penalty: 2935.377441
	Iteration 24Q: 3 clusters Score -724829.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -724835.937500 Penalty: 2935.377441
	Iteration 25Q: 3 clusters Score -724835.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -724841.750000 Penalty: 2935.377441
	Iteration 26Q: 3 clusters Score -724841.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -724846.312500 Penalty: 2935.377441
	Iteration 27Q: 3 clusters Score -724846.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -724848.375000 Penalty: 2935.377441
	Iteration 28Q: 3 clusters Score -724848.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -724853.187500 Penalty: 2935.377441
	Iteration 29Q: 3 clusters Score -724853.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -724855.375000 Penalty: 2935.377441
	Iteration 30Q: 3 clusters Score -724855.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -724860.875000 Penalty: 2935.377441
	Iteration 31Q: 3 clusters Score -724860.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -724864.187500 Penalty: 2935.377441
	Iteration 32Q: 3 clusters Score -724864.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -724867.125000 Penalty: 2935.377441
	Iteration 33Q: 3 clusters Score -724867.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -724871.062500 Penalty: 2935.377441
	Iteration 34Q: 3 clusters Score -724871.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -724871.625000 Penalty: 2935.377441
	Iteration 35Q: 3 clusters Score -724871.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -724872.000000 Penalty: 2935.377441
	Iteration 36Q: 3 clusters Score -724872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -724872.250000 Penalty: 2935.377441
	Iteration 37Q: 3 clusters Score -724872.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -724875.375000 Penalty: 2935.377441
	Iteration 38Q: 3 clusters Score -724875.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -724877.812500 Penalty: 2935.377441
	Iteration 39Q: 3 clusters Score -724877.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -724878.937500 Penalty: 2935.377441
	Iteration 40F: 3 clusters Score -724878.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -724879.875000 Penalty: 2935.377441
	Iteration 41Q: 3 clusters Score -724879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -724879.375000 Penalty: 2935.377441
	Iteration 42Q: 3 clusters Score -724879.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -724881.000000 Penalty: 2935.377441
	Iteration 43Q: 3 clusters Score -724881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -724880.437500 Penalty: 2935.377441
	Iteration 44Q: 3 clusters Score -724880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -724883.000000 Penalty: 2935.377441
	Iteration 45Q: 3 clusters Score -724883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -724884.812500 Penalty: 2935.377441
	Iteration 46Q: 3 clusters Score -724884.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -724886.812500 Penalty: 2935.377441
	Iteration 47Q: 3 clusters Score -724886.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -724889.687500 Penalty: 2935.377441
	Iteration 48Q: 3 clusters Score -724889.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -724891.875000 Penalty: 2935.377441
	Iteration 49Q: 3 clusters Score -724891.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -724894.000000 Penalty: 2935.377441
	Iteration 50Q: 3 clusters Score -724894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -724898.937500 Penalty: 2935.377441
	Iteration 51Q: 3 clusters Score -724898.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -724900.125000 Penalty: 2935.377441
	Iteration 52Q: 3 clusters Score -724900.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -724904.750000 Penalty: 2935.377441
	Iteration 53Q: 3 clusters Score -724904.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -724904.687500 Penalty: 2935.377441
	Iteration 54Q: 3 clusters Score -724904.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -724904.750000 Penalty: 2935.377441
	Iteration 55Q: 3 clusters Score -724904.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -724909.937500 Penalty: 2935.377441
	Iteration 56Q: 3 clusters Score -724909.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -724910.312500 Penalty: 2935.377441
	Iteration 57Q: 3 clusters Score -724910.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -724912.250000 Penalty: 2935.377441
	Iteration 58Q: 3 clusters Score -724912.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -724914.187500 Penalty: 2935.377441
	Iteration 59Q: 3 clusters Score -724914.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -724916.187500 Penalty: 2935.377441
	Iteration 60F: 3 clusters Score -724916.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -724917.250000 Penalty: 2935.377441
	Iteration 61Q: 3 clusters Score -724917.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -724920.812500 Penalty: 2935.377441
	Iteration 62Q: 3 clusters Score -724920.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -724922.187500 Penalty: 2935.377441
	Iteration 63Q: 3 clusters Score -724922.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -724924.875000 Penalty: 2935.377441
	Iteration 64Q: 3 clusters Score -724924.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -724925.500000 Penalty: 2935.377441
	Iteration 65Q: 3 clusters Score -724925.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -724927.687500 Penalty: 2935.377441
	Iteration 66Q: 3 clusters Score -724927.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -724929.625000 Penalty: 2935.377441
	Iteration 67Q: 3 clusters Score -724929.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -724932.187500 Penalty: 2935.377441
	Iteration 68Q: 3 clusters Score -724932.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -724932.312500 Penalty: 2935.377441
	Iteration 69Q: 3 clusters Score -724932.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -724935.562500 Penalty: 2935.377441
	Iteration 70Q: 3 clusters Score -724935.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -724939.187500 Penalty: 2935.377441
	Iteration 71Q: 3 clusters Score -724939.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -724940.625000 Penalty: 2935.377441
	Iteration 72Q: 3 clusters Score -724940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -724940.125000 Penalty: 2935.377441
	Iteration 73Q: 3 clusters Score -724940.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -724946.875000 Penalty: 2935.377441
	Iteration 74Q: 3 clusters Score -724946.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -724948.125000 Penalty: 2935.377441
	Iteration 75Q: 3 clusters Score -724948.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -724948.187500 Penalty: 2935.377441
	Iteration 76Q: 3 clusters Score -724948.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -724951.562500 Penalty: 2935.377441
	Iteration 77Q: 3 clusters Score -724951.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -724954.125000 Penalty: 2935.377441
	Iteration 78Q: 3 clusters Score -724954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -724954.125000 Penalty: 2935.377441
	Iteration 79Q: 3 clusters Score -724954.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -724958.125000 Penalty: 2935.377441
	Iteration 80F: 3 clusters Score -724958.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -724957.437500 Penalty: 2935.377441
	Iteration 81Q: 3 clusters Score -724957.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -724963.250000 Penalty: 2935.377441
	Iteration 82Q: 3 clusters Score -724963.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -724966.437500 Penalty: 2935.377441
	Iteration 83Q: 3 clusters Score -724966.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -724971.187500 Penalty: 2935.377441
	Iteration 84Q: 3 clusters Score -724971.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -724974.750000 Penalty: 2935.377441
	Iteration 85Q: 3 clusters Score -724974.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -724977.312500 Penalty: 2935.377441
	Iteration 86Q: 3 clusters Score -724977.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -724982.625000 Penalty: 2935.377441
	Iteration 87Q: 3 clusters Score -724982.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -724986.000000 Penalty: 2935.377441
	Iteration 88Q: 3 clusters Score -724986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -724993.375000 Penalty: 2935.377441
	Iteration 89Q: 3 clusters Score -724993.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -724996.750000 Penalty: 2935.377441
	Iteration 90Q: 3 clusters Score -724996.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -725000.937500 Penalty: 2935.377441
	Iteration 91Q: 3 clusters Score -725000.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -725003.750000 Penalty: 2935.377441
	Iteration 92Q: 3 clusters Score -725003.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -725006.312500 Penalty: 2935.377441
	Iteration 93Q: 3 clusters Score -725006.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -725008.500000 Penalty: 2935.377441
	Iteration 94Q: 3 clusters Score -725008.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -725013.187500 Penalty: 2935.377441
	Iteration 95Q: 3 clusters Score -725013.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -725014.625000 Penalty: 2935.377441
	Iteration 96Q: 3 clusters Score -725014.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -725021.062500 Penalty: 2935.377441
	Iteration 97Q: 3 clusters Score -725021.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -725023.562500 Penalty: 2935.377441
	Iteration 98Q: 3 clusters Score -725023.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -725027.000000 Penalty: 2935.377441
	Iteration 99Q: 3 clusters Score -725027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -725029.250000 Penalty: 2935.377441
	Iteration 100F: 3 clusters Score -725029.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -725032.500000 Penalty: 2935.377441
	Iteration 101Q: 3 clusters Score -725032.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -725033.562500 Penalty: 2935.377441
	Iteration 102Q: 3 clusters Score -725033.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -725033.562500 Penalty: 2935.377441
	Iteration 103Q: 3 clusters Score -725033.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -725036.750000 Penalty: 2935.377441
	Iteration 104Q: 3 clusters Score -725036.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -725038.437500 Penalty: 2935.377441
	Iteration 105Q: 3 clusters Score -725038.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -725039.375000 Penalty: 2935.377441
	Iteration 106Q: 3 clusters Score -725039.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -725041.187500 Penalty: 2935.377441
	Iteration 107Q: 3 clusters Score -725041.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -725044.000000 Penalty: 2935.377441
	Iteration 108Q: 3 clusters Score -725044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -725043.937500 Penalty: 2935.377441
	Iteration 109Q: 3 clusters Score -725043.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -725045.312500 Penalty: 2935.377441
	Iteration 110Q: 3 clusters Score -725045.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -725046.937500 Penalty: 2935.377441
	Iteration 111Q: 3 clusters Score -725046.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -725046.875000 Penalty: 2935.377441
	Iteration 112Q: 3 clusters Score -725046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -725047.875000 Penalty: 2935.377441
	Iteration 113Q: 3 clusters Score -725047.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -725049.937500 Penalty: 2935.377441
	Iteration 114Q: 3 clusters Score -725049.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -725049.687500 Penalty: 2935.377441
	Iteration 115Q: 3 clusters Score -725049.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -725054.062500 Penalty: 2935.377441
	Iteration 116Q: 3 clusters Score -725054.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -725054.937500 Penalty: 2935.377441
	Iteration 117Q: 3 clusters Score -725054.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -725056.375000 Penalty: 2935.377441
	Iteration 118Q: 3 clusters Score -725056.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -725059.375000 Penalty: 2935.377441
	Iteration 119Q: 3 clusters Score -725059.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -725060.750000 Penalty: 2935.377441
	Iteration 120F: 3 clusters Score -725060.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -725059.250000 Penalty: 2935.377441
	Iteration 121Q: 3 clusters Score -725059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -725057.562500 Penalty: 2935.377441
	Iteration 122Q: 3 clusters Score -725057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -725060.187500 Penalty: 2935.377441
	Iteration 123Q: 3 clusters Score -725060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -725059.812500 Penalty: 2935.377441
	Iteration 124Q: 3 clusters Score -725059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -725060.437500 Penalty: 2935.377441
	Iteration 125Q: 3 clusters Score -725060.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -725060.750000 Penalty: 2935.377441
	Iteration 126Q: 3 clusters Score -725060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -725060.625000 Penalty: 2935.377441
	Iteration 127Q: 3 clusters Score -725060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -725061.875000 Penalty: 2935.377441
	Iteration 128Q: 3 clusters Score -725061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -725063.062500 Penalty: 2935.377441
	Iteration 129Q: 3 clusters Score -725063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -725063.875000 Penalty: 2935.377441
	Iteration 130Q: 3 clusters Score -725063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -725063.125000 Penalty: 2935.377441
	Iteration 131Q: 3 clusters Score -725063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -725063.562500 Penalty: 2935.377441
	Iteration 132Q: 3 clusters Score -725063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -725064.187500 Penalty: 2935.377441
	Iteration 133Q: 3 clusters Score -725064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -725064.250000 Penalty: 2935.377441
	Iteration 134Q: 3 clusters Score -725064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -725066.187500 Penalty: 2935.377441
	Iteration 135Q: 3 clusters Score -725066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -725064.187500 Penalty: 2935.377441
	Iteration 136Q: 3 clusters Score -725064.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -725064.437500 Penalty: 2935.377441
	Iteration 137Q: 3 clusters Score -725064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -725066.812500 Penalty: 2935.377441
	Iteration 138Q: 3 clusters Score -725066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -725066.187500 Penalty: 2935.377441
	Iteration 139Q: 3 clusters Score -725066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -725068.000000 Penalty: 2935.377441
	Iteration 140F: 3 clusters Score -725068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -725067.937500 Penalty: 2935.377441
	Iteration 141Q: 3 clusters Score -725067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -725067.500000 Penalty: 2935.377441
	Iteration 142Q: 3 clusters Score -725067.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -725068.187500 Penalty: 2935.377441
	Iteration 143Q: 3 clusters Score -725068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -725068.187500 Penalty: 2935.377441
	Iteration 144F: 3 clusters Score -725068.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Entering Unmasked Estep 
Score: -6145171.000000 Penalty: 1807.255249
	Iteration 0F: 2 clusters Score -6145171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -6099953.500000 Penalty: 3614.510498
	Iteration 0F: 3 clusters Score -6099954 nChanged 32016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -6118725.500000 Penalty: 3614.510498
	Iteration 1F: 3 clusters Score -6118726 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -6119960.500000 Penalty: 3614.510498
	Iteration 2Q: 3 clusters Score -6119960 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -6121701.000000 Penalty: 3614.510498
	Iteration 3Q: 3 clusters Score -6121701 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -6124192.000000 Penalty: 3614.510498
	Iteration 4F: 3 clusters Score -6124192 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -6127243.500000 Penalty: 3614.510498
	Iteration 5F: 3 clusters Score -6127244 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -6130556.500000 Penalty: 3614.510498
	Iteration 6F: 3 clusters Score -6130556 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -6133529.500000 Penalty: 3614.510498
	Iteration 7F: 3 clusters Score -6133530 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -6136127.000000 Penalty: 3614.510498
	Iteration 8Q: 3 clusters Score -6136127 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -6138032.500000 Penalty: 3614.510498
	Iteration 9Q: 3 clusters Score -6138032 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -6139425.500000 Penalty: 3614.510498
	Iteration 10Q: 3 clusters Score -6139426 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -6140549.500000 Penalty: 3614.510498
	Iteration 11Q: 3 clusters Score -6140550 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -6141441.000000 Penalty: 3614.510498
	Iteration 12Q: 3 clusters Score -6141441 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -6142142.000000 Penalty: 3614.510498
	Iteration 13Q: 3 clusters Score -6142142 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -6142708.500000 Penalty: 3614.510498
	Iteration 14Q: 3 clusters Score -6142708 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -6143124.000000 Penalty: 3614.510498
	Iteration 15Q: 3 clusters Score -6143124 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -6143417.500000 Penalty: 3614.510498
	Iteration 16Q: 3 clusters Score -6143418 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -6143626.000000 Penalty: 3614.510498
	Iteration 17Q: 3 clusters Score -6143626 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -6143796.500000 Penalty: 3614.510498
	Iteration 18Q: 3 clusters Score -6143796 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -6143918.500000 Penalty: 3614.510498
	Iteration 19Q: 3 clusters Score -6143918 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -6144006.500000 Penalty: 3614.510498
	Iteration 20F: 3 clusters Score -6144006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -6144048.000000 Penalty: 3614.510498
	Iteration 21Q: 3 clusters Score -6144048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -6144070.000000 Penalty: 3614.510498
	Iteration 22Q: 3 clusters Score -6144070 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -6144106.000000 Penalty: 3614.510498
	Iteration 23Q: 3 clusters Score -6144106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -6144122.000000 Penalty: 3614.510498
	Iteration 24Q: 3 clusters Score -6144122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -6144131.000000 Penalty: 3614.510498
	Iteration 25Q: 3 clusters Score -6144131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -6144149.000000 Penalty: 3614.510498
	Iteration 26Q: 3 clusters Score -6144149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -6144153.500000 Penalty: 3614.510498
	Iteration 27Q: 3 clusters Score -6144154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -6144144.000000 Penalty: 3614.510498
	Iteration 28Q: 3 clusters Score -6144144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -6144144.500000 Penalty: 3614.510498
	Iteration 29Q: 3 clusters Score -6144144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -6144150.000000 Penalty: 3614.510498
	Iteration 30Q: 3 clusters Score -6144150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -6144153.000000 Penalty: 3614.510498
	Iteration 31Q: 3 clusters Score -6144153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -6144152.500000 Penalty: 3614.510498
	Iteration 32Q: 3 clusters Score -6144152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 66380 members 
Entering Unmasked Estep 
Score: -6144157.000000 Penalty: 3614.510498
	Iteration 33Q: 3 clusters Score -6144157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -6144158.000000 Penalty: 3614.510498
	Iteration 34Q: 3 clusters Score -6144158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 66380 members 
Entering Unmasked Estep 
Score: -6144157.000000 Penalty: 3614.510498
	Iteration 35Q: 3 clusters Score -6144157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -6144158.000000 Penalty: 3614.510498
	Iteration 36Q: 3 clusters Score -6144158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -6144158.000000 Penalty: 3614.510498
	Iteration 37F: 3 clusters Score -6144158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Entering Unmasked Estep 
Score: -207083.890625 Penalty: 1261.767090
	Iteration 0F: 2 clusters Score -207083.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -204791.546875 Penalty: 2523.534180
	Iteration 0F: 3 clusters Score -204791.5 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -205353.906250 Penalty: 2523.534180
	Iteration 1F: 3 clusters Score -205353.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -205558.625000 Penalty: 2523.534180
	Iteration 2F: 3 clusters Score -205558.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -205733.671875 Penalty: 2523.534180
	Iteration 3F: 3 clusters Score -205733.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -205874.968750 Penalty: 2523.534180
	Iteration 4F: 3 clusters Score -205875 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -206012.109375 Penalty: 2523.534180
	Iteration 5F: 3 clusters Score -206012.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -206116.250000 Penalty: 2523.534180
	Iteration 6Q: 3 clusters Score -206116.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -206193.578125 Penalty: 2523.534180
	Iteration 7Q: 3 clusters Score -206193.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -206257.187500 Penalty: 2523.534180
	Iteration 8Q: 3 clusters Score -206257.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -206303.796875 Penalty: 2523.534180
	Iteration 9Q: 3 clusters Score -206303.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -206330.937500 Penalty: 2523.534180
	Iteration 10Q: 3 clusters Score -206330.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -206350.015625 Penalty: 2523.534180
	Iteration 11Q: 3 clusters Score -206350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -206364.546875 Penalty: 2523.534180
	Iteration 12Q: 3 clusters Score -206364.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -206375.500000 Penalty: 2523.534180
	Iteration 13Q: 3 clusters Score -206375.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -206385.562500 Penalty: 2523.534180
	Iteration 14Q: 3 clusters Score -206385.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -206390.890625 Penalty: 2523.534180
	Iteration 15Q: 3 clusters Score -206390.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -206396.500000 Penalty: 2523.534180
	Iteration 16Q: 3 clusters Score -206396.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -206406.171875 Penalty: 2523.534180
	Iteration 17Q: 3 clusters Score -206406.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -206415.187500 Penalty: 2523.534180
	Iteration 18Q: 3 clusters Score -206415.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -206420.921875 Penalty: 2523.534180
	Iteration 19Q: 3 clusters Score -206420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -206425.265625 Penalty: 2523.534180
	Iteration 20F: 3 clusters Score -206425.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -206428.265625 Penalty: 2523.534180
	Iteration 21Q: 3 clusters Score -206428.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -206429.281250 Penalty: 2523.534180
	Iteration 22Q: 3 clusters Score -206429.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -206429.281250 Penalty: 2523.534180
	Iteration 23F: 3 clusters Score -206429.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Entering Unmasked Estep 
Score: -1678975.250000 Penalty: 1592.943237
	Iteration 0F: 2 clusters Score -1678975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1666644.750000 Penalty: 3185.886475
	Iteration 0F: 3 clusters Score -1666645 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1671139.500000 Penalty: 3185.886475
	Iteration 1F: 3 clusters Score -1671140 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1671475.000000 Penalty: 3185.886475
	Iteration 2F: 3 clusters Score -1671475 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1671825.625000 Penalty: 3185.886475
	Iteration 3Q: 3 clusters Score -1671826 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1672228.125000 Penalty: 3185.886475
	Iteration 4Q: 3 clusters Score -1672228 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1672765.625000 Penalty: 3185.886475
	Iteration 5Q: 3 clusters Score -1672766 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1673408.375000 Penalty: 3185.886475
	Iteration 6F: 3 clusters Score -1673408 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1674161.000000 Penalty: 3185.886475
	Iteration 7F: 3 clusters Score -1674161 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1674914.250000 Penalty: 3185.886475
	Iteration 8F: 3 clusters Score -1674914 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1675521.625000 Penalty: 3185.886475
	Iteration 9F: 3 clusters Score -1675522 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1676001.625000 Penalty: 3185.886475
	Iteration 10Q: 3 clusters Score -1676002 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1676335.375000 Penalty: 3185.886475
	Iteration 11Q: 3 clusters Score -1676335 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1676543.750000 Penalty: 3185.886475
	Iteration 12Q: 3 clusters Score -1676544 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1676688.625000 Penalty: 3185.886475
	Iteration 13Q: 3 clusters Score -1676689 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1676770.875000 Penalty: 3185.886475
	Iteration 14Q: 3 clusters Score -1676771 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1676829.125000 Penalty: 3185.886475
	Iteration 15Q: 3 clusters Score -1676829 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1676874.250000 Penalty: 3185.886475
	Iteration 16Q: 3 clusters Score -1676874 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1676902.250000 Penalty: 3185.886475
	Iteration 17Q: 3 clusters Score -1676902 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1676949.000000 Penalty: 3185.886475
	Iteration 18Q: 3 clusters Score -1676949 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1676983.250000 Penalty: 3185.886475
	Iteration 19Q: 3 clusters Score -1676983 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1677021.500000 Penalty: 3185.886475
	Iteration 20F: 3 clusters Score -1677022 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1677055.250000 Penalty: 3185.886475
	Iteration 21Q: 3 clusters Score -1677055 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1677077.375000 Penalty: 3185.886475
	Iteration 22Q: 3 clusters Score -1677077 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1677103.500000 Penalty: 3185.886475
	Iteration 23Q: 3 clusters Score -1677104 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1677131.250000 Penalty: 3185.886475
	Iteration 24Q: 3 clusters Score -1677131 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1677155.250000 Penalty: 3185.886475
	Iteration 25Q: 3 clusters Score -1677155 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1677176.250000 Penalty: 3185.886475
	Iteration 26Q: 3 clusters Score -1677176 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1677200.000000 Penalty: 3185.886475
	Iteration 27Q: 3 clusters Score -1677200 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1677214.500000 Penalty: 3185.886475
	Iteration 28Q: 3 clusters Score -1677214 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1677236.125000 Penalty: 3185.886475
	Iteration 29Q: 3 clusters Score -1677236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1677257.625000 Penalty: 3185.886475
	Iteration 30Q: 3 clusters Score -1677258 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1677284.375000 Penalty: 3185.886475
	Iteration 31Q: 3 clusters Score -1677284 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1677308.125000 Penalty: 3185.886475
	Iteration 32Q: 3 clusters Score -1677308 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1677330.625000 Penalty: 3185.886475
	Iteration 33Q: 3 clusters Score -1677331 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1677341.125000 Penalty: 3185.886475
	Iteration 34Q: 3 clusters Score -1677341 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1677359.750000 Penalty: 3185.886475
	Iteration 35Q: 3 clusters Score -1677360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1677386.125000 Penalty: 3185.886475
	Iteration 36Q: 3 clusters Score -1677386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1677396.125000 Penalty: 3185.886475
	Iteration 37Q: 3 clusters Score -1677396 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1677413.625000 Penalty: 3185.886475
	Iteration 38Q: 3 clusters Score -1677414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1677431.625000 Penalty: 3185.886475
	Iteration 39Q: 3 clusters Score -1677432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1677441.875000 Penalty: 3185.886475
	Iteration 40F: 3 clusters Score -1677442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1677460.250000 Penalty: 3185.886475
	Iteration 41Q: 3 clusters Score -1677460 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1677471.375000 Penalty: 3185.886475
	Iteration 42Q: 3 clusters Score -1677471 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1677488.625000 Penalty: 3185.886475
	Iteration 43Q: 3 clusters Score -1677489 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1677500.625000 Penalty: 3185.886475
	Iteration 44Q: 3 clusters Score -1677501 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1677517.875000 Penalty: 3185.886475
	Iteration 45Q: 3 clusters Score -1677518 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1677523.250000 Penalty: 3185.886475
	Iteration 46Q: 3 clusters Score -1677523 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1677544.125000 Penalty: 3185.886475
	Iteration 47Q: 3 clusters Score -1677544 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1677558.000000 Penalty: 3185.886475
	Iteration 48Q: 3 clusters Score -1677558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1677575.875000 Penalty: 3185.886475
	Iteration 49Q: 3 clusters Score -1677576 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1677590.000000 Penalty: 3185.886475
	Iteration 50Q: 3 clusters Score -1677590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1677611.000000 Penalty: 3185.886475
	Iteration 51Q: 3 clusters Score -1677611 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1677635.375000 Penalty: 3185.886475
	Iteration 52Q: 3 clusters Score -1677635 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1677656.375000 Penalty: 3185.886475
	Iteration 53Q: 3 clusters Score -1677656 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1677677.375000 Penalty: 3185.886475
	Iteration 54Q: 3 clusters Score -1677677 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1677701.375000 Penalty: 3185.886475
	Iteration 55Q: 3 clusters Score -1677701 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1677712.375000 Penalty: 3185.886475
	Iteration 56Q: 3 clusters Score -1677712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1677727.750000 Penalty: 3185.886475
	Iteration 57Q: 3 clusters Score -1677728 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1677738.375000 Penalty: 3185.886475
	Iteration 58Q: 3 clusters Score -1677738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1677755.000000 Penalty: 3185.886475
	Iteration 59Q: 3 clusters Score -1677755 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1677765.625000 Penalty: 3185.886475
	Iteration 60F: 3 clusters Score -1677766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1677783.625000 Penalty: 3185.886475
	Iteration 61Q: 3 clusters Score -1677784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1677809.000000 Penalty: 3185.886475
	Iteration 62Q: 3 clusters Score -1677809 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1677834.500000 Penalty: 3185.886475
	Iteration 63Q: 3 clusters Score -1677834 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1677857.500000 Penalty: 3185.886475
	Iteration 64Q: 3 clusters Score -1677858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1677887.125000 Penalty: 3185.886475
	Iteration 65Q: 3 clusters Score -1677887 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1677912.625000 Penalty: 3185.886475
	Iteration 66Q: 3 clusters Score -1677913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1677931.125000 Penalty: 3185.886475
	Iteration 67Q: 3 clusters Score -1677931 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1677949.250000 Penalty: 3185.886475
	Iteration 68Q: 3 clusters Score -1677949 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1677965.250000 Penalty: 3185.886475
	Iteration 69Q: 3 clusters Score -1677965 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1677985.875000 Penalty: 3185.886475
	Iteration 70Q: 3 clusters Score -1677986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1678011.125000 Penalty: 3185.886475
	Iteration 71Q: 3 clusters Score -1678011 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1678034.375000 Penalty: 3185.886475
	Iteration 72Q: 3 clusters Score -1678034 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1678054.250000 Penalty: 3185.886475
	Iteration 73Q: 3 clusters Score -1678054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1678076.875000 Penalty: 3185.886475
	Iteration 74Q: 3 clusters Score -1678077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1678090.250000 Penalty: 3185.886475
	Iteration 75Q: 3 clusters Score -1678090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1678099.875000 Penalty: 3185.886475
	Iteration 76Q: 3 clusters Score -1678100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1678119.750000 Penalty: 3185.886475
	Iteration 77Q: 3 clusters Score -1678120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1678133.625000 Penalty: 3185.886475
	Iteration 78Q: 3 clusters Score -1678134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1678155.625000 Penalty: 3185.886475
	Iteration 79Q: 3 clusters Score -1678156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1678162.500000 Penalty: 3185.886475
	Iteration 80F: 3 clusters Score -1678162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1678172.375000 Penalty: 3185.886475
	Iteration 81Q: 3 clusters Score -1678172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1678173.000000 Penalty: 3185.886475
	Iteration 82Q: 3 clusters Score -1678173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1678179.000000 Penalty: 3185.886475
	Iteration 83Q: 3 clusters Score -1678179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1678184.625000 Penalty: 3185.886475
	Iteration 84Q: 3 clusters Score -1678185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1678190.500000 Penalty: 3185.886475
	Iteration 85Q: 3 clusters Score -1678190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1678199.500000 Penalty: 3185.886475
	Iteration 86Q: 3 clusters Score -1678200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1678208.250000 Penalty: 3185.886475
	Iteration 87Q: 3 clusters Score -1678208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1678223.750000 Penalty: 3185.886475
	Iteration 88Q: 3 clusters Score -1678224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1678223.375000 Penalty: 3185.886475
	Iteration 89Q: 3 clusters Score -1678223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1678230.375000 Penalty: 3185.886475
	Iteration 90Q: 3 clusters Score -1678230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1678229.125000 Penalty: 3185.886475
	Iteration 91Q: 3 clusters Score -1678229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1678233.875000 Penalty: 3185.886475
	Iteration 92Q: 3 clusters Score -1678234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1678242.250000 Penalty: 3185.886475
	Iteration 93Q: 3 clusters Score -1678242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1678246.500000 Penalty: 3185.886475
	Iteration 94Q: 3 clusters Score -1678246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1678249.750000 Penalty: 3185.886475
	Iteration 95Q: 3 clusters Score -1678250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1678251.125000 Penalty: 3185.886475
	Iteration 96Q: 3 clusters Score -1678251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1678253.375000 Penalty: 3185.886475
	Iteration 97Q: 3 clusters Score -1678253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1678261.500000 Penalty: 3185.886475
	Iteration 98Q: 3 clusters Score -1678262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1678271.625000 Penalty: 3185.886475
	Iteration 99Q: 3 clusters Score -1678272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1678279.875000 Penalty: 3185.886475
	Iteration 100F: 3 clusters Score -1678280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1678286.125000 Penalty: 3185.886475
	Iteration 101Q: 3 clusters Score -1678286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1678294.125000 Penalty: 3185.886475
	Iteration 102Q: 3 clusters Score -1678294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1678299.625000 Penalty: 3185.886475
	Iteration 103Q: 3 clusters Score -1678300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1678306.375000 Penalty: 3185.886475
	Iteration 104Q: 3 clusters Score -1678306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1678311.500000 Penalty: 3185.886475
	Iteration 105Q: 3 clusters Score -1678312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1678319.000000 Penalty: 3185.886475
	Iteration 106Q: 3 clusters Score -1678319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1678316.375000 Penalty: 3185.886475
	Iteration 107Q: 3 clusters Score -1678316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1678320.250000 Penalty: 3185.886475
	Iteration 108Q: 3 clusters Score -1678320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1678322.125000 Penalty: 3185.886475
	Iteration 109Q: 3 clusters Score -1678322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1678325.750000 Penalty: 3185.886475
	Iteration 110Q: 3 clusters Score -1678326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1678327.875000 Penalty: 3185.886475
	Iteration 111Q: 3 clusters Score -1678328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1678329.375000 Penalty: 3185.886475
	Iteration 112Q: 3 clusters Score -1678329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1678329.375000 Penalty: 3185.886475
	Iteration 113Q: 3 clusters Score -1678329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1678332.875000 Penalty: 3185.886475
	Iteration 114Q: 3 clusters Score -1678333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1678332.875000 Penalty: 3185.886475
	Iteration 115F: 3 clusters Score -1678333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Entering Unmasked Estep 
Score: -534217.000000 Penalty: 1413.725342
	Iteration 0F: 2 clusters Score -534217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -529625.125000 Penalty: 2827.450684
	Iteration 0F: 3 clusters Score -529625.1 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -531044.062500 Penalty: 2827.450684
	Iteration 1F: 3 clusters Score -531044.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -531252.562500 Penalty: 2827.450684
	Iteration 2F: 3 clusters Score -531252.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -531410.937500 Penalty: 2827.450684
	Iteration 3Q: 3 clusters Score -531410.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -531535.562500 Penalty: 2827.450684
	Iteration 4Q: 3 clusters Score -531535.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -531634.437500 Penalty: 2827.450684
	Iteration 5Q: 3 clusters Score -531634.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -531747.000000 Penalty: 2827.450684
	Iteration 6Q: 3 clusters Score -531747 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -531856.625000 Penalty: 2827.450684
	Iteration 7Q: 3 clusters Score -531856.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -531954.187500 Penalty: 2827.450684
	Iteration 8Q: 3 clusters Score -531954.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -532031.750000 Penalty: 2827.450684
	Iteration 9Q: 3 clusters Score -532031.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -532112.875000 Penalty: 2827.450684
	Iteration 10Q: 3 clusters Score -532112.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -532185.437500 Penalty: 2827.450684
	Iteration 11Q: 3 clusters Score -532185.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -532262.000000 Penalty: 2827.450684
	Iteration 12Q: 3 clusters Score -532262 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -532341.437500 Penalty: 2827.450684
	Iteration 13Q: 3 clusters Score -532341.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -532417.250000 Penalty: 2827.450684
	Iteration 14Q: 3 clusters Score -532417.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -532492.500000 Penalty: 2827.450684
	Iteration 15Q: 3 clusters Score -532492.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -532553.500000 Penalty: 2827.450684
	Iteration 16Q: 3 clusters Score -532553.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -532617.875000 Penalty: 2827.450684
	Iteration 17Q: 3 clusters Score -532617.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -532669.125000 Penalty: 2827.450684
	Iteration 18Q: 3 clusters Score -532669.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -532716.500000 Penalty: 2827.450684
	Iteration 19Q: 3 clusters Score -532716.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -532765.437500 Penalty: 2827.450684
	Iteration 20F: 3 clusters Score -532765.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -532800.625000 Penalty: 2827.450684
	Iteration 21Q: 3 clusters Score -532800.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -532830.562500 Penalty: 2827.450684
	Iteration 22Q: 3 clusters Score -532830.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -532862.125000 Penalty: 2827.450684
	Iteration 23Q: 3 clusters Score -532862.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -532884.125000 Penalty: 2827.450684
	Iteration 24Q: 3 clusters Score -532884.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -532910.062500 Penalty: 2827.450684
	Iteration 25Q: 3 clusters Score -532910.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -532930.062500 Penalty: 2827.450684
	Iteration 26Q: 3 clusters Score -532930.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -532948.062500 Penalty: 2827.450684
	Iteration 27Q: 3 clusters Score -532948.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -532957.250000 Penalty: 2827.450684
	Iteration 28Q: 3 clusters Score -532957.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -532965.937500 Penalty: 2827.450684
	Iteration 29Q: 3 clusters Score -532965.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -532976.875000 Penalty: 2827.450684
	Iteration 30Q: 3 clusters Score -532976.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -532981.812500 Penalty: 2827.450684
	Iteration 31Q: 3 clusters Score -532981.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -532984.375000 Penalty: 2827.450684
	Iteration 32Q: 3 clusters Score -532984.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -532986.875000 Penalty: 2827.450684
	Iteration 33Q: 3 clusters Score -532986.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -532988.375000 Penalty: 2827.450684
	Iteration 34Q: 3 clusters Score -532988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -532989.875000 Penalty: 2827.450684
	Iteration 35Q: 3 clusters Score -532989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -532990.625000 Penalty: 2827.450684
	Iteration 36Q: 3 clusters Score -532990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -532991.375000 Penalty: 2827.450684
	Iteration 37Q: 3 clusters Score -532991.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -532991.750000 Penalty: 2827.450684
	Iteration 38Q: 3 clusters Score -532991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -532992.187500 Penalty: 2827.450684
	Iteration 39Q: 3 clusters Score -532992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -532992.187500 Penalty: 2827.450684
	Iteration 40F: 3 clusters Score -532992.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -137522.968750 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -137523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -135733.968750 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -135734 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -136098.078125 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -136098.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -136202.484375 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -136202.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -136257.375000 Penalty: 2376.145996
	Iteration 3F: 3 clusters Score -136257.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -136286.796875 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -136286.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -136306.156250 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -136306.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -136315.234375 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -136315.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -136322.406250 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -136322.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -136330.125000 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -136330.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -136334.609375 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -136334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -136337.843750 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -136337.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -136342.796875 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -136342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -136344.812500 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -136344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136349.312500 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -136349.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -136353.531250 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -136353.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -136357.265625 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -136357.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -136362.468750 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -136362.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -136367.671875 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -136367.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -136374.515625 Penalty: 2376.145996
	Iteration 18Q: 3 clusters Score -136374.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136380.906250 Penalty: 2376.145996
	Iteration 19Q: 3 clusters Score -136380.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136385.640625 Penalty: 2376.145996
	Iteration 20F: 3 clusters Score -136385.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -136389.828125 Penalty: 2376.145996
	Iteration 21Q: 3 clusters Score -136389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136390.843750 Penalty: 2376.145996
	Iteration 22Q: 3 clusters Score -136390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136391.515625 Penalty: 2376.145996
	Iteration 23Q: 3 clusters Score -136391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -136392.234375 Penalty: 2376.145996
	Iteration 24Q: 3 clusters Score -136392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136392.453125 Penalty: 2376.145996
	Iteration 25Q: 3 clusters Score -136392.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -136393.281250 Penalty: 2376.145996
	Iteration 26Q: 3 clusters Score -136393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136394.296875 Penalty: 2376.145996
	Iteration 27Q: 3 clusters Score -136394.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -136395.718750 Penalty: 2376.145996
	Iteration 28Q: 3 clusters Score -136395.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136396.609375 Penalty: 2376.145996
	Iteration 29Q: 3 clusters Score -136396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136396.718750 Penalty: 2376.145996
	Iteration 30Q: 3 clusters Score -136396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -136397.031250 Penalty: 2376.145996
	Iteration 31Q: 3 clusters Score -136397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136397.671875 Penalty: 2376.145996
	Iteration 32Q: 3 clusters Score -136397.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -136397.703125 Penalty: 2376.145996
	Iteration 33Q: 3 clusters Score -136397.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -136397.703125 Penalty: 2376.145996
	Iteration 34F: 3 clusters Score -136397.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Entering Unmasked Estep 
Score: -3581757.750000 Penalty: 1705.956665
	Iteration 0F: 2 clusters Score -3581758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3557514.750000 Penalty: 3411.913330
	Iteration 0F: 3 clusters Score -3557515 nChanged 16812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3566602.750000 Penalty: 3411.913330
	Iteration 1F: 3 clusters Score -3566603 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3566999.750000 Penalty: 3411.913330
	Iteration 2Q: 3 clusters Score -3567000 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3567392.000000 Penalty: 3411.913330
	Iteration 3Q: 3 clusters Score -3567392 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3567823.000000 Penalty: 3411.913330
	Iteration 4Q: 3 clusters Score -3567823 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3568381.750000 Penalty: 3411.913330
	Iteration 5Q: 3 clusters Score -3568382 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -3569077.500000 Penalty: 3411.913330
	Iteration 6Q: 3 clusters Score -3569078 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3570237.000000 Penalty: 3411.913330
	Iteration 7F: 3 clusters Score -3570237 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3571946.500000 Penalty: 3411.913330
	Iteration 8F: 3 clusters Score -3571946 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3574275.000000 Penalty: 3411.913330
	Iteration 9F: 3 clusters Score -3574275 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -3576742.000000 Penalty: 3411.913330
	Iteration 10F: 3 clusters Score -3576742 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -3578538.500000 Penalty: 3411.913330
	Iteration 11F: 3 clusters Score -3578538 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -3579480.000000 Penalty: 3411.913330
	Iteration 12Q: 3 clusters Score -3579480 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -3579877.250000 Penalty: 3411.913330
	Iteration 13Q: 3 clusters Score -3579877 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -3580073.250000 Penalty: 3411.913330
	Iteration 14Q: 3 clusters Score -3580073 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -3580189.500000 Penalty: 3411.913330
	Iteration 15Q: 3 clusters Score -3580190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -3580242.750000 Penalty: 3411.913330
	Iteration 16Q: 3 clusters Score -3580243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -3580274.250000 Penalty: 3411.913330
	Iteration 17Q: 3 clusters Score -3580274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -3580291.500000 Penalty: 3411.913330
	Iteration 18Q: 3 clusters Score -3580292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -3580314.250000 Penalty: 3411.913330
	Iteration 19Q: 3 clusters Score -3580314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -3580319.000000 Penalty: 3411.913330
	Iteration 20F: 3 clusters Score -3580319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -3580326.750000 Penalty: 3411.913330
	Iteration 21Q: 3 clusters Score -3580327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -3580329.250000 Penalty: 3411.913330
	Iteration 22Q: 3 clusters Score -3580329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -3580338.750000 Penalty: 3411.913330
	Iteration 23Q: 3 clusters Score -3580339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -3580345.750000 Penalty: 3411.913330
	Iteration 24Q: 3 clusters Score -3580346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -3580348.500000 Penalty: 3411.913330
	Iteration 25Q: 3 clusters Score -3580348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -3580352.750000 Penalty: 3411.913330
	Iteration 26Q: 3 clusters Score -3580353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -3580357.000000 Penalty: 3411.913330
	Iteration 27Q: 3 clusters Score -3580357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -3580362.000000 Penalty: 3411.913330
	Iteration 28Q: 3 clusters Score -3580362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -3580364.250000 Penalty: 3411.913330
	Iteration 29Q: 3 clusters Score -3580364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -3580371.500000 Penalty: 3411.913330
	Iteration 30Q: 3 clusters Score -3580372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -3580372.250000 Penalty: 3411.913330
	Iteration 31Q: 3 clusters Score -3580372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -3580372.250000 Penalty: 3411.913330
	Iteration 32F: 3 clusters Score -3580372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Entering Unmasked Estep 
Score: -7972468.000000 Penalty: 1848.128784
	Iteration 0F: 2 clusters Score -7972468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -7914338.500000 Penalty: 3696.257568
	Iteration 0F: 3 clusters Score -7914338 nChanged 41609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -7939212.000000 Penalty: 3696.257568
	Iteration 1F: 3 clusters Score -7939212 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -7941441.500000 Penalty: 3696.257568
	Iteration 2F: 3 clusters Score -7941442 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -7945249.500000 Penalty: 3696.257568
	Iteration 3F: 3 clusters Score -7945250 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -7950584.500000 Penalty: 3696.257568
	Iteration 4F: 3 clusters Score -7950584 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -7956105.500000 Penalty: 3696.257568
	Iteration 5F: 3 clusters Score -7956106 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -7960501.000000 Penalty: 3696.257568
	Iteration 6F: 3 clusters Score -7960501 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -7963739.000000 Penalty: 3696.257568
	Iteration 7Q: 3 clusters Score -7963739 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -7966077.000000 Penalty: 3696.257568
	Iteration 8Q: 3 clusters Score -7966077 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -7967918.000000 Penalty: 3696.257568
	Iteration 9Q: 3 clusters Score -7967918 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7969243.000000 Penalty: 3696.257568
	Iteration 10Q: 3 clusters Score -7969243 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7970012.500000 Penalty: 3696.257568
	Iteration 11Q: 3 clusters Score -7970012 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7970377.000000 Penalty: 3696.257568
	Iteration 12Q: 3 clusters Score -7970377 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7970607.000000 Penalty: 3696.257568
	Iteration 13Q: 3 clusters Score -7970607 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7970710.500000 Penalty: 3696.257568
	Iteration 14Q: 3 clusters Score -7970710 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86501 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7970773.500000 Penalty: 3696.257568
	Iteration 15Q: 3 clusters Score -7970774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7970817.500000 Penalty: 3696.257568
	Iteration 16Q: 3 clusters Score -7970818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86560 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7970844.000000 Penalty: 3696.257568
	Iteration 17Q: 3 clusters Score -7970844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86575 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7970860.500000 Penalty: 3696.257568
	Iteration 18Q: 3 clusters Score -7970860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86583 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7970890.500000 Penalty: 3696.257568
	Iteration 19Q: 3 clusters Score -7970890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7970888.000000 Penalty: 3696.257568
	Iteration 20F: 3 clusters Score -7970888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7970895.500000 Penalty: 3696.257568
	Iteration 21Q: 3 clusters Score -7970896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7970899.500000 Penalty: 3696.257568
	Iteration 22Q: 3 clusters Score -7970900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7970899.500000 Penalty: 3696.257568
	Iteration 23Q: 3 clusters Score -7970900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7970900.500000 Penalty: 3696.257568
	Iteration 24Q: 3 clusters Score -7970900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7970901.500000 Penalty: 3696.257568
	Iteration 25Q: 3 clusters Score -7970902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7970896.000000 Penalty: 3696.257568
	Iteration 26Q: 3 clusters Score -7970896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7970896.000000 Penalty: 3696.257568
	Iteration 27F: 3 clusters Score -7970896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Entering Unmasked Estep 
Score: -1278625.500000 Penalty: 1547.171509
	Iteration 0F: 2 clusters Score -1278626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1269141.250000 Penalty: 3094.343018
	Iteration 0F: 3 clusters Score -1269141 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1272277.000000 Penalty: 3094.343018
	Iteration 1F: 3 clusters Score -1272277 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1272545.875000 Penalty: 3094.343018
	Iteration 2F: 3 clusters Score -1272546 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1272792.750000 Penalty: 3094.343018
	Iteration 3Q: 3 clusters Score -1272793 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1273052.625000 Penalty: 3094.343018
	Iteration 4Q: 3 clusters Score -1273053 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1273399.250000 Penalty: 3094.343018
	Iteration 5Q: 3 clusters Score -1273399 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1273776.750000 Penalty: 3094.343018
	Iteration 6Q: 3 clusters Score -1273777 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1274207.375000 Penalty: 3094.343018
	Iteration 7Q: 3 clusters Score -1274207 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1274674.250000 Penalty: 3094.343018
	Iteration 8Q: 3 clusters Score -1274674 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1275172.750000 Penalty: 3094.343018
	Iteration 9Q: 3 clusters Score -1275173 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1275600.750000 Penalty: 3094.343018
	Iteration 10Q: 3 clusters Score -1275601 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1275961.750000 Penalty: 3094.343018
	Iteration 11Q: 3 clusters Score -1275962 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1276273.250000 Penalty: 3094.343018
	Iteration 12Q: 3 clusters Score -1276273 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1276550.875000 Penalty: 3094.343018
	Iteration 13Q: 3 clusters Score -1276551 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1276743.375000 Penalty: 3094.343018
	Iteration 14Q: 3 clusters Score -1276743 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1276868.000000 Penalty: 3094.343018
	Iteration 15Q: 3 clusters Score -1276868 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1276962.250000 Penalty: 3094.343018
	Iteration 16Q: 3 clusters Score -1276962 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1277028.500000 Penalty: 3094.343018
	Iteration 17Q: 3 clusters Score -1277028 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1277073.875000 Penalty: 3094.343018
	Iteration 18Q: 3 clusters Score -1277074 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1277106.875000 Penalty: 3094.343018
	Iteration 19Q: 3 clusters Score -1277107 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1277140.875000 Penalty: 3094.343018
	Iteration 20F: 3 clusters Score -1277141 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1277164.375000 Penalty: 3094.343018
	Iteration 21Q: 3 clusters Score -1277164 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1277186.250000 Penalty: 3094.343018
	Iteration 22Q: 3 clusters Score -1277186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1277205.125000 Penalty: 3094.343018
	Iteration 23Q: 3 clusters Score -1277205 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1277223.500000 Penalty: 3094.343018
	Iteration 24Q: 3 clusters Score -1277224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1277245.125000 Penalty: 3094.343018
	Iteration 25Q: 3 clusters Score -1277245 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1277261.000000 Penalty: 3094.343018
	Iteration 26Q: 3 clusters Score -1277261 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1277273.875000 Penalty: 3094.343018
	Iteration 27Q: 3 clusters Score -1277274 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1277289.250000 Penalty: 3094.343018
	Iteration 28Q: 3 clusters Score -1277289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1277300.875000 Penalty: 3094.343018
	Iteration 29Q: 3 clusters Score -1277301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1277307.000000 Penalty: 3094.343018
	Iteration 30Q: 3 clusters Score -1277307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1277312.500000 Penalty: 3094.343018
	Iteration 31Q: 3 clusters Score -1277312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1277320.125000 Penalty: 3094.343018
	Iteration 32Q: 3 clusters Score -1277320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1277332.875000 Penalty: 3094.343018
	Iteration 33Q: 3 clusters Score -1277333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1277339.750000 Penalty: 3094.343018
	Iteration 34Q: 3 clusters Score -1277340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1277348.875000 Penalty: 3094.343018
	Iteration 35Q: 3 clusters Score -1277349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1277354.500000 Penalty: 3094.343018
	Iteration 36Q: 3 clusters Score -1277354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1277359.375000 Penalty: 3094.343018
	Iteration 37Q: 3 clusters Score -1277359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1277362.250000 Penalty: 3094.343018
	Iteration 38Q: 3 clusters Score -1277362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1277369.250000 Penalty: 3094.343018
	Iteration 39Q: 3 clusters Score -1277369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1277370.875000 Penalty: 3094.343018
	Iteration 40F: 3 clusters Score -1277371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1277371.625000 Penalty: 3094.343018
	Iteration 41Q: 3 clusters Score -1277372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1277375.125000 Penalty: 3094.343018
	Iteration 42Q: 3 clusters Score -1277375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1277378.500000 Penalty: 3094.343018
	Iteration 43Q: 3 clusters Score -1277378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1277379.625000 Penalty: 3094.343018
	Iteration 44Q: 3 clusters Score -1277380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1277379.875000 Penalty: 3094.343018
	Iteration 45Q: 3 clusters Score -1277380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1277377.375000 Penalty: 3094.343018
	Iteration 46Q: 3 clusters Score -1277377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1277380.750000 Penalty: 3094.343018
	Iteration 47Q: 3 clusters Score -1277381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1277385.000000 Penalty: 3094.343018
	Iteration 48Q: 3 clusters Score -1277385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1277385.625000 Penalty: 3094.343018
	Iteration 49Q: 3 clusters Score -1277386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1277385.500000 Penalty: 3094.343018
	Iteration 50Q: 3 clusters Score -1277386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1277387.500000 Penalty: 3094.343018
	Iteration 51Q: 3 clusters Score -1277388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1277386.250000 Penalty: 3094.343018
	Iteration 52Q: 3 clusters Score -1277386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1277386.250000 Penalty: 3094.343018
	Iteration 53F: 3 clusters Score -1277386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Entering Unmasked Estep 
Score: -7581726.000000 Penalty: 1827.583252
	Iteration 0F: 2 clusters Score -7581726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -7531024.000000 Penalty: 3655.166504
	Iteration 0F: 3 clusters Score -7531024 nChanged 36490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -7551573.500000 Penalty: 3655.166504
	Iteration 1F: 3 clusters Score -7551574 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -7551953.000000 Penalty: 3655.166504
	Iteration 2Q: 3 clusters Score -7551953 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -7552417.500000 Penalty: 3655.166504
	Iteration 3Q: 3 clusters Score -7552418 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -7552920.000000 Penalty: 3655.166504
	Iteration 4Q: 3 clusters Score -7552920 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -7553521.000000 Penalty: 3655.166504
	Iteration 5Q: 3 clusters Score -7553521 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -7554255.500000 Penalty: 3655.166504
	Iteration 6Q: 3 clusters Score -7554256 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -7555504.500000 Penalty: 3655.166504
	Iteration 7Q: 3 clusters Score -7555504 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -7557583.500000 Penalty: 3655.166504
	Iteration 8Q: 3 clusters Score -7557584 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -7560593.500000 Penalty: 3655.166504
	Iteration 9F: 3 clusters Score -7560594 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -7564341.500000 Penalty: 3655.166504
	Iteration 10F: 3 clusters Score -7564342 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -7568368.000000 Penalty: 3655.166504
	Iteration 11F: 3 clusters Score -7568368 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -7571774.000000 Penalty: 3655.166504
	Iteration 12F: 3 clusters Score -7571774 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -7574593.000000 Penalty: 3655.166504
	Iteration 13Q: 3 clusters Score -7574593 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -7576704.000000 Penalty: 3655.166504
	Iteration 14Q: 3 clusters Score -7576704 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7578218.500000 Penalty: 3655.166504
	Iteration 15Q: 3 clusters Score -7578218 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7579153.000000 Penalty: 3655.166504
	Iteration 16Q: 3 clusters Score -7579153 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7579607.000000 Penalty: 3655.166504
	Iteration 17Q: 3 clusters Score -7579607 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7579847.000000 Penalty: 3655.166504
	Iteration 18Q: 3 clusters Score -7579847 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7579928.500000 Penalty: 3655.166504
	Iteration 19Q: 3 clusters Score -7579928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7580015.000000 Penalty: 3655.166504
	Iteration 20F: 3 clusters Score -7580015 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76380 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7580066.000000 Penalty: 3655.166504
	Iteration 21Q: 3 clusters Score -7580066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7580085.000000 Penalty: 3655.166504
	Iteration 22Q: 3 clusters Score -7580085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76401 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7580088.000000 Penalty: 3655.166504
	Iteration 23Q: 3 clusters Score -7580088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7580096.500000 Penalty: 3655.166504
	Iteration 24Q: 3 clusters Score -7580096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7580098.000000 Penalty: 3655.166504
	Iteration 25Q: 3 clusters Score -7580098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7580098.500000 Penalty: 3655.166504
	Iteration 26Q: 3 clusters Score -7580098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7580097.500000 Penalty: 3655.166504
	Iteration 27Q: 3 clusters Score -7580098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7580102.000000 Penalty: 3655.166504
	Iteration 28Q: 3 clusters Score -7580102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7580102.000000 Penalty: 3655.166504
	Iteration 29F: 3 clusters Score -7580102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201061 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17111 members 
Mstep: Class 11 contains 12367 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 67614 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856804.000000 Penalty: 45368.945312
Iteration 319Q: 22 clusters Score -5.38568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201069 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10145 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17110 members 
Mstep: Class 11 contains 12365 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 67612 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18081 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13643 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856748.000000 Penalty: 45368.945312
Iteration 320F: 22 clusters Score -5.385675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201077 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17110 members 
Mstep: Class 11 contains 12364 members 
Mstep: Class 12 contains 8365 members 
Mstep: Class 13 contains 67609 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13643 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856744.000000 Penalty: 45368.945312
Iteration 321Q: 22 clusters Score -5.385674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 201084 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17109 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 8365 members 
Mstep: Class 13 contains 67607 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18078 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13643 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856748.000000 Penalty: 45368.945312
Iteration 322Q: 22 clusters Score -5.385675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201094 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10142 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17107 members 
Mstep: Class 11 contains 12359 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 67604 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18076 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36250 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13643 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856756.000000 Penalty: 45368.945312
Iteration 323Q: 22 clusters Score -5.385676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201104 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10141 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17105 members 
Mstep: Class 11 contains 12353 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 67602 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18074 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36252 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13643 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856756.000000 Penalty: 45368.945312
Iteration 324Q: 22 clusters Score -5.385676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201109 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17103 members 
Mstep: Class 11 contains 12351 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 67602 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18074 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36253 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13643 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856756.000000 Penalty: 45368.945312
Iteration 325Q: 22 clusters Score -5.385676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201120 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17097 members 
Mstep: Class 11 contains 12348 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 67603 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18071 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36252 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13643 members 
Mstep: Class 22 contains 76625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856744.000000 Penalty: 45368.945312
Iteration 326Q: 22 clusters Score -5.385674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201124 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10140 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17092 members 
Mstep: Class 11 contains 12344 members 
Mstep: Class 12 contains 8368 members 
Mstep: Class 13 contains 67603 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18072 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36252 members 
Mstep: Class 19 contains 86952 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856744.000000 Penalty: 45368.945312
Iteration 327Q: 22 clusters Score -5.385674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201129 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17089 members 
Mstep: Class 11 contains 12339 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67605 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18074 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36251 members 
Mstep: Class 19 contains 86952 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856716.000000 Penalty: 45368.945312
Iteration 328Q: 22 clusters Score -5.385672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201136 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17084 members 
Mstep: Class 11 contains 12337 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67604 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18074 members 
Mstep: Class 16 contains 6003 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36251 members 
Mstep: Class 19 contains 86952 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856708.000000 Penalty: 45368.945312
Iteration 329Q: 22 clusters Score -5.385671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201144 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10140 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17073 members 
Mstep: Class 11 contains 12340 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67600 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18073 members 
Mstep: Class 16 contains 6005 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36251 members 
Mstep: Class 19 contains 86953 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856724.000000 Penalty: 45368.945312
Iteration 330Q: 22 clusters Score -5.385672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201154 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10141 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17068 members 
Mstep: Class 11 contains 12339 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67597 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18070 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36251 members 
Mstep: Class 19 contains 86952 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856760.000000 Penalty: 45368.945312
Iteration 331Q: 22 clusters Score -5.385676e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201162 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10142 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17062 members 
Mstep: Class 11 contains 12339 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67595 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18069 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36252 members 
Mstep: Class 19 contains 86951 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856732.000000 Penalty: 45368.945312
Iteration 332Q: 22 clusters Score -5.385673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201169 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10141 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17059 members 
Mstep: Class 11 contains 12337 members 
Mstep: Class 12 contains 8370 members 
Mstep: Class 13 contains 67596 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18067 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36253 members 
Mstep: Class 19 contains 86950 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856748.000000 Penalty: 45368.945312
Iteration 333Q: 22 clusters Score -5.385675e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201172 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17056 members 
Mstep: Class 11 contains 12333 members 
Mstep: Class 12 contains 8372 members 
Mstep: Class 13 contains 67601 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18063 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36255 members 
Mstep: Class 19 contains 86953 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856792.000000 Penalty: 45368.945312
Iteration 334Q: 22 clusters Score -5.385679e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201175 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10136 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17055 members 
Mstep: Class 11 contains 12331 members 
Mstep: Class 12 contains 8372 members 
Mstep: Class 13 contains 67600 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18066 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36255 members 
Mstep: Class 19 contains 86955 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856772.000000 Penalty: 45368.945312
Iteration 335Q: 22 clusters Score -5.385677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201183 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10132 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17051 members 
Mstep: Class 11 contains 12334 members 
Mstep: Class 12 contains 8373 members 
Mstep: Class 13 contains 67599 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18064 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36256 members 
Mstep: Class 19 contains 86955 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856744.000000 Penalty: 45368.945312
Iteration 336Q: 22 clusters Score -5.385674e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 201193 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17048 members 
Mstep: Class 11 contains 12335 members 
Mstep: Class 12 contains 8372 members 
Mstep: Class 13 contains 67597 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18063 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36258 members 
Mstep: Class 19 contains 86955 members 
Mstep: Class 21 contains 13643 members 
Mstep: Class 22 contains 76618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856772.000000 Penalty: 45368.945312
Iteration 337Q: 22 clusters Score -5.385677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201200 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10125 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17042 members 
Mstep: Class 11 contains 12339 members 
Mstep: Class 12 contains 8372 members 
Mstep: Class 13 contains 67598 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18061 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36260 members 
Mstep: Class 19 contains 86956 members 
Mstep: Class 21 contains 13643 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856716.000000 Penalty: 45368.945312
Iteration 338Q: 22 clusters Score -5.385672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201205 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10124 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17036 members 
Mstep: Class 11 contains 12342 members 
Mstep: Class 12 contains 8372 members 
Mstep: Class 13 contains 67599 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18058 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36260 members 
Mstep: Class 19 contains 86956 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856732.000000 Penalty: 45368.945312
Iteration 339Q: 22 clusters Score -5.385673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201207 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10123 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17032 members 
Mstep: Class 11 contains 12347 members 
Mstep: Class 12 contains 8371 members 
Mstep: Class 13 contains 67600 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18056 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36260 members 
Mstep: Class 19 contains 86956 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856724.000000 Penalty: 45368.945312
Iteration 340F: 22 clusters Score -5.385672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201214 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10120 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17023 members 
Mstep: Class 11 contains 12350 members 
Mstep: Class 12 contains 8370 members 
Mstep: Class 13 contains 67599 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 18057 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36260 members 
Mstep: Class 19 contains 86959 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856732.000000 Penalty: 45368.945312
Iteration 341Q: 22 clusters Score -5.385673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201211 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10121 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17015 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 8370 members 
Mstep: Class 13 contains 67599 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18057 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36260 members 
Mstep: Class 19 contains 86958 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856740.000000 Penalty: 45368.945312
Iteration 342Q: 22 clusters Score -5.385674e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201210 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10118 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17012 members 
Mstep: Class 11 contains 12369 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67600 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18056 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36260 members 
Mstep: Class 19 contains 86958 members 
Mstep: Class 21 contains 13643 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856708.000000 Penalty: 45368.945312
Iteration 343Q: 22 clusters Score -5.385671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201208 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10118 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17010 members 
Mstep: Class 11 contains 12372 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67600 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18055 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 86958 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856676.000000 Penalty: 45368.945312
Iteration 344Q: 22 clusters Score -5.385668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201212 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10119 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17009 members 
Mstep: Class 11 contains 12372 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67599 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18053 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 86957 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856708.000000 Penalty: 45368.945312
Iteration 345Q: 22 clusters Score -5.385671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201216 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10119 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17008 members 
Mstep: Class 11 contains 12371 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67599 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18051 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 86957 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856700.000000 Penalty: 45368.945312
Iteration 346Q: 22 clusters Score -5.38567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201222 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10118 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17007 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67598 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18049 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 86957 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856692.000000 Penalty: 45368.945312
Iteration 347Q: 22 clusters Score -5.385669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201225 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10118 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17006 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67598 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18046 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 86957 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856724.000000 Penalty: 45368.945312
Iteration 348Q: 22 clusters Score -5.385672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201227 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10118 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17005 members 
Mstep: Class 11 contains 12371 members 
Mstep: Class 12 contains 8368 members 
Mstep: Class 13 contains 67599 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18043 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 86958 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856692.000000 Penalty: 45368.945312
Iteration 349Q: 22 clusters Score -5.385669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201230 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10116 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17005 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 8370 members 
Mstep: Class 13 contains 67599 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18040 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 86959 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856724.000000 Penalty: 45368.945312
Iteration 350Q: 22 clusters Score -5.385672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201233 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10114 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17005 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 8370 members 
Mstep: Class 13 contains 67599 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18039 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 86959 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856716.000000 Penalty: 45368.945312
Iteration 351Q: 22 clusters Score -5.385672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201233 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10114 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17005 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 8370 members 
Mstep: Class 13 contains 67601 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18037 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 86959 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856708.000000 Penalty: 45368.945312
Iteration 352Q: 22 clusters Score -5.385671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201231 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10117 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17005 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67601 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18037 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 86959 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856708.000000 Penalty: 45368.945312
Iteration 353Q: 22 clusters Score -5.385671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201231 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 10117 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17005 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67601 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18037 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 86959 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856708.000000 Penalty: 45368.945312
Iteration 354F: 22 clusters Score -5.385671e+07 nChanged 0
Entering ConstructFrom: 
Score: -53856708.000000 Penalty: 45368.945312
Entering ConstructFrom: 
Trying to split cluster 1 (6588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Entering Unmasked Estep 
Score: -652075.625000 Penalty: 1428.863281
	Iteration 0F: 2 clusters Score -652075.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -647146.812500 Penalty: 2857.726562
	Iteration 0F: 3 clusters Score -647146.8 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -648554.125000 Penalty: 2857.726562
	Iteration 1F: 3 clusters Score -648554.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -648742.500000 Penalty: 2857.726562
	Iteration 2F: 3 clusters Score -648742.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -648861.000000 Penalty: 2857.726562
	Iteration 3Q: 3 clusters Score -648861 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -648951.562500 Penalty: 2857.726562
	Iteration 4Q: 3 clusters Score -648951.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -649040.187500 Penalty: 2857.726562
	Iteration 5Q: 3 clusters Score -649040.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -649121.250000 Penalty: 2857.726562
	Iteration 6Q: 3 clusters Score -649121.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -649225.812500 Penalty: 2857.726562
	Iteration 7Q: 3 clusters Score -649225.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -649344.250000 Penalty: 2857.726562
	Iteration 8Q: 3 clusters Score -649344.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -649457.062500 Penalty: 2857.726562
	Iteration 9Q: 3 clusters Score -649457.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -649581.312500 Penalty: 2857.726562
	Iteration 10Q: 3 clusters Score -649581.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -649716.500000 Penalty: 2857.726562
	Iteration 11Q: 3 clusters Score -649716.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -649880.437500 Penalty: 2857.726562
	Iteration 12Q: 3 clusters Score -649880.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -650048.187500 Penalty: 2857.726562
	Iteration 13Q: 3 clusters Score -650048.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -650221.250000 Penalty: 2857.726562
	Iteration 14Q: 3 clusters Score -650221.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -650386.375000 Penalty: 2857.726562
	Iteration 15Q: 3 clusters Score -650386.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -650515.562500 Penalty: 2857.726562
	Iteration 16Q: 3 clusters Score -650515.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -650599.750000 Penalty: 2857.726562
	Iteration 17Q: 3 clusters Score -650599.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -650657.562500 Penalty: 2857.726562
	Iteration 18Q: 3 clusters Score -650657.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -650714.875000 Penalty: 2857.726562
	Iteration 19Q: 3 clusters Score -650714.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -650738.250000 Penalty: 2857.726562
	Iteration 20F: 3 clusters Score -650738.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -650750.437500 Penalty: 2857.726562
	Iteration 21Q: 3 clusters Score -650750.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -650769.750000 Penalty: 2857.726562
	Iteration 22Q: 3 clusters Score -650769.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -650778.125000 Penalty: 2857.726562
	Iteration 23Q: 3 clusters Score -650778.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -650785.812500 Penalty: 2857.726562
	Iteration 24Q: 3 clusters Score -650785.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -650795.187500 Penalty: 2857.726562
	Iteration 25Q: 3 clusters Score -650795.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -650800.562500 Penalty: 2857.726562
	Iteration 26Q: 3 clusters Score -650800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -650803.375000 Penalty: 2857.726562
	Iteration 27Q: 3 clusters Score -650803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -650806.687500 Penalty: 2857.726562
	Iteration 28Q: 3 clusters Score -650806.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -650813.375000 Penalty: 2857.726562
	Iteration 29Q: 3 clusters Score -650813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -650818.687500 Penalty: 2857.726562
	Iteration 30Q: 3 clusters Score -650818.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -650829.187500 Penalty: 2857.726562
	Iteration 31Q: 3 clusters Score -650829.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -650834.812500 Penalty: 2857.726562
	Iteration 32Q: 3 clusters Score -650834.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -650840.375000 Penalty: 2857.726562
	Iteration 33Q: 3 clusters Score -650840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -650842.437500 Penalty: 2857.726562
	Iteration 34Q: 3 clusters Score -650842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -650842.937500 Penalty: 2857.726562
	Iteration 35Q: 3 clusters Score -650842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -650842.937500 Penalty: 2857.726562
	Iteration 36F: 3 clusters Score -650842.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -78483.070312 Penalty: 1096.673462
	Iteration 0F: 2 clusters Score -78483.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -77135.687500 Penalty: 2193.346924
	Iteration 0F: 3 clusters Score -77135.69 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -77416.625000 Penalty: 2193.346924
	Iteration 1F: 3 clusters Score -77416.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77494.937500 Penalty: 2193.346924
	Iteration 2F: 3 clusters Score -77494.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77519.078125 Penalty: 2193.346924
	Iteration 3Q: 3 clusters Score -77519.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77545.812500 Penalty: 2193.346924
	Iteration 4Q: 3 clusters Score -77545.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77561.562500 Penalty: 2193.346924
	Iteration 5Q: 3 clusters Score -77561.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77566.664062 Penalty: 2193.346924
	Iteration 6Q: 3 clusters Score -77566.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77574.906250 Penalty: 2193.346924
	Iteration 7Q: 3 clusters Score -77574.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77577.773438 Penalty: 2193.346924
	Iteration 8Q: 3 clusters Score -77577.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77578.164062 Penalty: 2193.346924
	Iteration 9Q: 3 clusters Score -77578.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77578.164062 Penalty: 2193.346924
	Iteration 10F: 3 clusters Score -77578.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -208480.640625 Penalty: 1254.719116
	Iteration 0F: 2 clusters Score -208480.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -206205.171875 Penalty: 2509.438232
	Iteration 0F: 3 clusters Score -206205.2 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -206797.312500 Penalty: 2509.438232
	Iteration 1F: 3 clusters Score -206797.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -206941.171875 Penalty: 2509.438232
	Iteration 2F: 3 clusters Score -206941.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -207046.328125 Penalty: 2509.438232
	Iteration 3F: 3 clusters Score -207046.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -207110.453125 Penalty: 2509.438232
	Iteration 4Q: 3 clusters Score -207110.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -207173.296875 Penalty: 2509.438232
	Iteration 5Q: 3 clusters Score -207173.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -207240.921875 Penalty: 2509.438232
	Iteration 6Q: 3 clusters Score -207240.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -207335.140625 Penalty: 2509.438232
	Iteration 7Q: 3 clusters Score -207335.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -207427.921875 Penalty: 2509.438232
	Iteration 8Q: 3 clusters Score -207427.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -207521.562500 Penalty: 2509.438232
	Iteration 9Q: 3 clusters Score -207521.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -207631.859375 Penalty: 2509.438232
	Iteration 10Q: 3 clusters Score -207631.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -207735.656250 Penalty: 2509.438232
	Iteration 11Q: 3 clusters Score -207735.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -207839.562500 Penalty: 2509.438232
	Iteration 12Q: 3 clusters Score -207839.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -207908.578125 Penalty: 2509.438232
	Iteration 13Q: 3 clusters Score -207908.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -207949.171875 Penalty: 2509.438232
	Iteration 14Q: 3 clusters Score -207949.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -207970.500000 Penalty: 2509.438232
	Iteration 15Q: 3 clusters Score -207970.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -207981.328125 Penalty: 2509.438232
	Iteration 16Q: 3 clusters Score -207981.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -207985.781250 Penalty: 2509.438232
	Iteration 17Q: 3 clusters Score -207985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -207987.828125 Penalty: 2509.438232
	Iteration 18Q: 3 clusters Score -207987.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -207990.781250 Penalty: 2509.438232
	Iteration 19Q: 3 clusters Score -207990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -207992.703125 Penalty: 2509.438232
	Iteration 20F: 3 clusters Score -207992.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -207995.234375 Penalty: 2509.438232
	Iteration 21Q: 3 clusters Score -207995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -207995.234375 Penalty: 2509.438232
	Iteration 22F: 3 clusters Score -207995.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Entering Unmasked Estep 
Score: -1091210.250000 Penalty: 1516.756226
	Iteration 0F: 2 clusters Score -1091210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1083127.625000 Penalty: 3033.512451
	Iteration 0F: 3 clusters Score -1083128 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1085704.000000 Penalty: 3033.512451
	Iteration 1F: 3 clusters Score -1085704 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1085946.875000 Penalty: 3033.512451
	Iteration 2F: 3 clusters Score -1085947 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1086177.125000 Penalty: 3033.512451
	Iteration 3Q: 3 clusters Score -1086177 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1086469.125000 Penalty: 3033.512451
	Iteration 4Q: 3 clusters Score -1086469 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1086858.250000 Penalty: 3033.512451
	Iteration 5F: 3 clusters Score -1086858 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1087393.125000 Penalty: 3033.512451
	Iteration 6F: 3 clusters Score -1087393 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1088075.625000 Penalty: 3033.512451
	Iteration 7F: 3 clusters Score -1088076 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1088765.000000 Penalty: 3033.512451
	Iteration 8F: 3 clusters Score -1088765 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1089242.000000 Penalty: 3033.512451
	Iteration 9Q: 3 clusters Score -1089242 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1089516.000000 Penalty: 3033.512451
	Iteration 10Q: 3 clusters Score -1089516 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1089657.250000 Penalty: 3033.512451
	Iteration 11Q: 3 clusters Score -1089657 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1089729.875000 Penalty: 3033.512451
	Iteration 12Q: 3 clusters Score -1089730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1089773.250000 Penalty: 3033.512451
	Iteration 13Q: 3 clusters Score -1089773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1089800.875000 Penalty: 3033.512451
	Iteration 14Q: 3 clusters Score -1089801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1089815.875000 Penalty: 3033.512451
	Iteration 15Q: 3 clusters Score -1089816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1089821.750000 Penalty: 3033.512451
	Iteration 16Q: 3 clusters Score -1089822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1089828.500000 Penalty: 3033.512451
	Iteration 17Q: 3 clusters Score -1089828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1089829.500000 Penalty: 3033.512451
	Iteration 18Q: 3 clusters Score -1089830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1089833.250000 Penalty: 3033.512451
	Iteration 19Q: 3 clusters Score -1089833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1089841.625000 Penalty: 3033.512451
	Iteration 20F: 3 clusters Score -1089842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1089848.500000 Penalty: 3033.512451
	Iteration 21Q: 3 clusters Score -1089848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1089855.250000 Penalty: 3033.512451
	Iteration 22Q: 3 clusters Score -1089855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1089858.000000 Penalty: 3033.512451
	Iteration 23Q: 3 clusters Score -1089858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1089858.000000 Penalty: 3033.512451
	Iteration 24F: 3 clusters Score -1089858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (201231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201231 members 
Entering Unmasked Estep 
Score: -18421246.000000 Penalty: 1984.483887
	Iteration 0F: 2 clusters Score -1.842125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100388 members 
Mstep: Class 2 contains 100843 members 
Entering Unmasked Estep 
Score: -18287832.000000 Penalty: 3968.967773
	Iteration 0F: 3 clusters Score -1.828783e+07 nChanged 97658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95322 members 
Mstep: Class 2 contains 105909 members 
Entering Unmasked Estep 
Score: -18345332.000000 Penalty: 3968.967773
	Iteration 1F: 3 clusters Score -1.834533e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 108587 members 
Entering Unmasked Estep 
Score: -18346560.000000 Penalty: 3968.967773
	Iteration 2Q: 3 clusters Score -1.834656e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88464 members 
Mstep: Class 2 contains 112767 members 
Entering Unmasked Estep 
Score: -18348542.000000 Penalty: 3968.967773
	Iteration 3Q: 3 clusters Score -1.834854e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82107 members 
Mstep: Class 2 contains 119124 members 
Entering Unmasked Estep 
Score: -18351854.000000 Penalty: 3968.967773
	Iteration 4Q: 3 clusters Score -1.835185e+07 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 128463 members 
Entering Unmasked Estep 
Score: -18357280.000000 Penalty: 3968.967773
	Iteration 5Q: 3 clusters Score -1.835728e+07 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 141485 members 
Entering Unmasked Estep 
Score: -18366462.000000 Penalty: 3968.967773
	Iteration 6F: 3 clusters Score -1.836646e+07 nChanged 16498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 157959 members 
Entering Unmasked Estep 
Score: -18380066.000000 Penalty: 3968.967773
	Iteration 7F: 3 clusters Score -1.838007e+07 nChanged 17347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 175302 members 
Entering Unmasked Estep 
Score: -18396032.000000 Penalty: 3968.967773
	Iteration 8F: 3 clusters Score -1.839603e+07 nChanged 13785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 189087 members 
Entering Unmasked Estep 
Score: -18408866.000000 Penalty: 3968.967773
	Iteration 9F: 3 clusters Score -1.840887e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 196862 members 
Entering Unmasked Estep 
Score: -18415850.000000 Penalty: 3968.967773
	Iteration 10Q: 3 clusters Score -1.841585e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 199881 members 
Entering Unmasked Estep 
Score: -18418428.000000 Penalty: 3968.967773
	Iteration 11Q: 3 clusters Score -1.841843e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 200766 members 
Entering Unmasked Estep 
Score: -18419052.000000 Penalty: 3968.967773
	Iteration 12Q: 3 clusters Score -1.841905e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 200996 members 
Entering Unmasked Estep 
Score: -18419298.000000 Penalty: 3968.967773
	Iteration 13Q: 3 clusters Score -1.84193e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201057 members 
Entering Unmasked Estep 
Score: -18419396.000000 Penalty: 3968.967773
	Iteration 14Q: 3 clusters Score -1.84194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 201083 members 
Entering Unmasked Estep 
Score: -18419432.000000 Penalty: 3968.967773
	Iteration 15Q: 3 clusters Score -1.841943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 201097 members 
Entering Unmasked Estep 
Score: -18419448.000000 Penalty: 3968.967773
	Iteration 16Q: 3 clusters Score -1.841945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 201102 members 
Entering Unmasked Estep 
Score: -18419464.000000 Penalty: 3968.967773
	Iteration 17Q: 3 clusters Score -1.841946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 201101 members 
Entering Unmasked Estep 
Score: -18419460.000000 Penalty: 3968.967773
	Iteration 18Q: 3 clusters Score -1.841946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 201100 members 
Entering Unmasked Estep 
Score: -18419458.000000 Penalty: 3968.967773
	Iteration 19Q: 3 clusters Score -1.841946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 201100 members 
Entering Unmasked Estep 
Score: -18419458.000000 Penalty: 3968.967773
	Iteration 20F: 3 clusters Score -1.841946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Entering Unmasked Estep 
Score: -394855.906250 Penalty: 1351.755981
	Iteration 0F: 2 clusters Score -394855.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -391453.312500 Penalty: 2703.511963
	Iteration 0F: 3 clusters Score -391453.3 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -392352.968750 Penalty: 2703.511963
	Iteration 1F: 3 clusters Score -392353 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -392477.187500 Penalty: 2703.511963
	Iteration 2F: 3 clusters Score -392477.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -392571.093750 Penalty: 2703.511963
	Iteration 3Q: 3 clusters Score -392571.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -392668.312500 Penalty: 2703.511963
	Iteration 4Q: 3 clusters Score -392668.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -392761.562500 Penalty: 2703.511963
	Iteration 5Q: 3 clusters Score -392761.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -392850.250000 Penalty: 2703.511963
	Iteration 6Q: 3 clusters Score -392850.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -392944.625000 Penalty: 2703.511963
	Iteration 7Q: 3 clusters Score -392944.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -393047.750000 Penalty: 2703.511963
	Iteration 8Q: 3 clusters Score -393047.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -393169.531250 Penalty: 2703.511963
	Iteration 9Q: 3 clusters Score -393169.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -393279.093750 Penalty: 2703.511963
	Iteration 10Q: 3 clusters Score -393279.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -393412.281250 Penalty: 2703.511963
	Iteration 11Q: 3 clusters Score -393412.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -393517.812500 Penalty: 2703.511963
	Iteration 12Q: 3 clusters Score -393517.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -393597.812500 Penalty: 2703.511963
	Iteration 13Q: 3 clusters Score -393597.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -393655.500000 Penalty: 2703.511963
	Iteration 14Q: 3 clusters Score -393655.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -393696.687500 Penalty: 2703.511963
	Iteration 15Q: 3 clusters Score -393696.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -393721.156250 Penalty: 2703.511963
	Iteration 16Q: 3 clusters Score -393721.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -393738.000000 Penalty: 2703.511963
	Iteration 17Q: 3 clusters Score -393738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -393764.531250 Penalty: 2703.511963
	Iteration 18Q: 3 clusters Score -393764.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -393796.687500 Penalty: 2703.511963
	Iteration 19Q: 3 clusters Score -393796.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -393819.031250 Penalty: 2703.511963
	Iteration 20F: 3 clusters Score -393819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -393839.062500 Penalty: 2703.511963
	Iteration 21Q: 3 clusters Score -393839.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -393855.593750 Penalty: 2703.511963
	Iteration 22Q: 3 clusters Score -393855.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -393871.937500 Penalty: 2703.511963
	Iteration 23Q: 3 clusters Score -393871.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -393888.187500 Penalty: 2703.511963
	Iteration 24Q: 3 clusters Score -393888.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -393902.500000 Penalty: 2703.511963
	Iteration 25Q: 3 clusters Score -393902.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -393915.687500 Penalty: 2703.511963
	Iteration 26Q: 3 clusters Score -393915.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -393925.750000 Penalty: 2703.511963
	Iteration 27Q: 3 clusters Score -393925.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -393942.250000 Penalty: 2703.511963
	Iteration 28Q: 3 clusters Score -393942.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -393963.875000 Penalty: 2703.511963
	Iteration 29Q: 3 clusters Score -393963.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -393992.781250 Penalty: 2703.511963
	Iteration 30Q: 3 clusters Score -393992.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -394029.750000 Penalty: 2703.511963
	Iteration 31Q: 3 clusters Score -394029.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -394076.843750 Penalty: 2703.511963
	Iteration 32Q: 3 clusters Score -394076.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -394120.875000 Penalty: 2703.511963
	Iteration 33Q: 3 clusters Score -394120.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -394154.000000 Penalty: 2703.511963
	Iteration 34Q: 3 clusters Score -394154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -394173.250000 Penalty: 2703.511963
	Iteration 35Q: 3 clusters Score -394173.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -394196.000000 Penalty: 2703.511963
	Iteration 36Q: 3 clusters Score -394196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -394223.812500 Penalty: 2703.511963
	Iteration 37Q: 3 clusters Score -394223.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -394251.656250 Penalty: 2703.511963
	Iteration 38Q: 3 clusters Score -394251.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -394285.312500 Penalty: 2703.511963
	Iteration 39Q: 3 clusters Score -394285.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -394314.062500 Penalty: 2703.511963
	Iteration 40F: 3 clusters Score -394314.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -394337.312500 Penalty: 2703.511963
	Iteration 41Q: 3 clusters Score -394337.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -394359.250000 Penalty: 2703.511963
	Iteration 42Q: 3 clusters Score -394359.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -394387.750000 Penalty: 2703.511963
	Iteration 43Q: 3 clusters Score -394387.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -394415.031250 Penalty: 2703.511963
	Iteration 44Q: 3 clusters Score -394415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -394447.093750 Penalty: 2703.511963
	Iteration 45Q: 3 clusters Score -394447.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -394476.687500 Penalty: 2703.511963
	Iteration 46Q: 3 clusters Score -394476.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -394504.968750 Penalty: 2703.511963
	Iteration 47Q: 3 clusters Score -394505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -394527.843750 Penalty: 2703.511963
	Iteration 48Q: 3 clusters Score -394527.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -394548.500000 Penalty: 2703.511963
	Iteration 49Q: 3 clusters Score -394548.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -394564.593750 Penalty: 2703.511963
	Iteration 50Q: 3 clusters Score -394564.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -394582.812500 Penalty: 2703.511963
	Iteration 51Q: 3 clusters Score -394582.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -394601.562500 Penalty: 2703.511963
	Iteration 52Q: 3 clusters Score -394601.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -394618.343750 Penalty: 2703.511963
	Iteration 53Q: 3 clusters Score -394618.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -394634.843750 Penalty: 2703.511963
	Iteration 54Q: 3 clusters Score -394634.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -394644.062500 Penalty: 2703.511963
	Iteration 55Q: 3 clusters Score -394644.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -394648.343750 Penalty: 2703.511963
	Iteration 56Q: 3 clusters Score -394648.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -394650.000000 Penalty: 2703.511963
	Iteration 57Q: 3 clusters Score -394650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -394652.375000 Penalty: 2703.511963
	Iteration 58Q: 3 clusters Score -394652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -394652.750000 Penalty: 2703.511963
	Iteration 59Q: 3 clusters Score -394652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -394653.656250 Penalty: 2703.511963
	Iteration 60F: 3 clusters Score -394653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -394653.625000 Penalty: 2703.511963
	Iteration 61Q: 3 clusters Score -394653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -394653.562500 Penalty: 2703.511963
	Iteration 62Q: 3 clusters Score -394653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -394654.281250 Penalty: 2703.511963
	Iteration 63Q: 3 clusters Score -394654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -394654.781250 Penalty: 2703.511963
	Iteration 64Q: 3 clusters Score -394654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -394655.906250 Penalty: 2703.511963
	Iteration 65Q: 3 clusters Score -394655.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -394655.906250 Penalty: 2703.511963
	Iteration 66F: 3 clusters Score -394655.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -153154.578125 Penalty: 1231.365479
	Iteration 0F: 2 clusters Score -153154.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -151222.093750 Penalty: 2462.730957
	Iteration 0F: 3 clusters Score -151222.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -151949.250000 Penalty: 2462.730957
	Iteration 1F: 3 clusters Score -151949.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -152325.546875 Penalty: 2462.730957
	Iteration 2F: 3 clusters Score -152325.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -152590.375000 Penalty: 2462.730957
	Iteration 3F: 3 clusters Score -152590.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -152814.890625 Penalty: 2462.730957
	Iteration 4F: 3 clusters Score -152814.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -152932.828125 Penalty: 2462.730957
	Iteration 5F: 3 clusters Score -152932.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -153041.421875 Penalty: 2462.730957
	Iteration 6Q: 3 clusters Score -153041.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -153107.609375 Penalty: 2462.730957
	Iteration 7Q: 3 clusters Score -153107.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -153164.406250 Penalty: 2462.730957
	Iteration 8Q: 3 clusters Score -153164.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -153202.609375 Penalty: 2462.730957
	Iteration 9Q: 3 clusters Score -153202.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -153252.921875 Penalty: 2462.730957
	Iteration 10Q: 3 clusters Score -153252.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -153330.609375 Penalty: 2462.730957
	Iteration 11Q: 3 clusters Score -153330.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -153405.781250 Penalty: 2462.730957
	Iteration 12Q: 3 clusters Score -153405.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -153453.296875 Penalty: 2462.730957
	Iteration 13Q: 3 clusters Score -153453.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -153489.562500 Penalty: 2462.730957
	Iteration 14Q: 3 clusters Score -153489.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -153522.687500 Penalty: 2462.730957
	Iteration 15Q: 3 clusters Score -153522.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -153559.953125 Penalty: 2462.730957
	Iteration 16Q: 3 clusters Score -153560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -153600.062500 Penalty: 2462.730957
	Iteration 17Q: 3 clusters Score -153600.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -153624.375000 Penalty: 2462.730957
	Iteration 18Q: 3 clusters Score -153624.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -153642.765625 Penalty: 2462.730957
	Iteration 19Q: 3 clusters Score -153642.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -153653.421875 Penalty: 2462.730957
	Iteration 20F: 3 clusters Score -153653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -153655.734375 Penalty: 2462.730957
	Iteration 21Q: 3 clusters Score -153655.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -153656.843750 Penalty: 2462.730957
	Iteration 22Q: 3 clusters Score -153656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -153657.250000 Penalty: 2462.730957
	Iteration 23Q: 3 clusters Score -153657.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -153657.593750 Penalty: 2462.730957
	Iteration 24Q: 3 clusters Score -153657.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -153657.593750 Penalty: 2462.730957
	Iteration 25F: 3 clusters Score -153657.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 5 contains 201231 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 850 members 
Mstep: Class 8 contains 10117 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 17005 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 67601 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 18037 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 36261 members 
Mstep: Class 19 contains 86959 members 
Mstep: Class 20 contains 1104 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
Score: -53856300.000000 Penalty: 47529.371094
Splitting cluster 7 changes total score from -53856708.000000 to -53856300.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Entering Unmasked Estep 
Score: -838498.750000 Penalty: 1498.570557
	Iteration 0F: 2 clusters Score -838498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -831354.937500 Penalty: 2997.141113
	Iteration 0F: 3 clusters Score -831354.9 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -833651.625000 Penalty: 2997.141113
	Iteration 1F: 3 clusters Score -833651.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -833940.312500 Penalty: 2997.141113
	Iteration 2F: 3 clusters Score -833940.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -834257.687500 Penalty: 2997.141113
	Iteration 3F: 3 clusters Score -834257.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -834661.187500 Penalty: 2997.141113
	Iteration 4F: 3 clusters Score -834661.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -835088.437500 Penalty: 2997.141113
	Iteration 5F: 3 clusters Score -835088.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -835511.375000 Penalty: 2997.141113
	Iteration 6F: 3 clusters Score -835511.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -835885.437500 Penalty: 2997.141113
	Iteration 7F: 3 clusters Score -835885.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -836099.250000 Penalty: 2997.141113
	Iteration 8Q: 3 clusters Score -836099.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -836221.000000 Penalty: 2997.141113
	Iteration 9Q: 3 clusters Score -836221 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -836301.812500 Penalty: 2997.141113
	Iteration 10Q: 3 clusters Score -836301.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -836357.687500 Penalty: 2997.141113
	Iteration 11Q: 3 clusters Score -836357.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -836387.687500 Penalty: 2997.141113
	Iteration 12Q: 3 clusters Score -836387.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -836408.875000 Penalty: 2997.141113
	Iteration 13Q: 3 clusters Score -836408.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -836427.250000 Penalty: 2997.141113
	Iteration 14Q: 3 clusters Score -836427.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -836439.812500 Penalty: 2997.141113
	Iteration 15Q: 3 clusters Score -836439.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -836455.062500 Penalty: 2997.141113
	Iteration 16Q: 3 clusters Score -836455.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -836465.625000 Penalty: 2997.141113
	Iteration 17Q: 3 clusters Score -836465.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -836475.562500 Penalty: 2997.141113
	Iteration 18Q: 3 clusters Score -836475.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -836481.812500 Penalty: 2997.141113
	Iteration 19Q: 3 clusters Score -836481.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -836489.750000 Penalty: 2997.141113
	Iteration 20F: 3 clusters Score -836489.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -836495.250000 Penalty: 2997.141113
	Iteration 21Q: 3 clusters Score -836495.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -836504.000000 Penalty: 2997.141113
	Iteration 22Q: 3 clusters Score -836504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -836510.062500 Penalty: 2997.141113
	Iteration 23Q: 3 clusters Score -836510.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -836514.250000 Penalty: 2997.141113
	Iteration 24Q: 3 clusters Score -836514.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -836520.125000 Penalty: 2997.141113
	Iteration 25Q: 3 clusters Score -836520.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -836524.062500 Penalty: 2997.141113
	Iteration 26Q: 3 clusters Score -836524.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -836528.875000 Penalty: 2997.141113
	Iteration 27Q: 3 clusters Score -836528.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -836534.125000 Penalty: 2997.141113
	Iteration 28Q: 3 clusters Score -836534.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -836537.250000 Penalty: 2997.141113
	Iteration 29Q: 3 clusters Score -836537.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -836544.562500 Penalty: 2997.141113
	Iteration 30Q: 3 clusters Score -836544.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -836551.937500 Penalty: 2997.141113
	Iteration 31Q: 3 clusters Score -836551.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -836556.750000 Penalty: 2997.141113
	Iteration 32Q: 3 clusters Score -836556.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -836565.250000 Penalty: 2997.141113
	Iteration 33Q: 3 clusters Score -836565.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -836571.437500 Penalty: 2997.141113
	Iteration 34Q: 3 clusters Score -836571.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -836577.437500 Penalty: 2997.141113
	Iteration 35Q: 3 clusters Score -836577.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -836581.750000 Penalty: 2997.141113
	Iteration 36Q: 3 clusters Score -836581.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -836587.125000 Penalty: 2997.141113
	Iteration 37Q: 3 clusters Score -836587.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -836598.625000 Penalty: 2997.141113
	Iteration 38Q: 3 clusters Score -836598.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -836610.750000 Penalty: 2997.141113
	Iteration 39Q: 3 clusters Score -836610.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -836620.937500 Penalty: 2997.141113
	Iteration 40F: 3 clusters Score -836620.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -836630.250000 Penalty: 2997.141113
	Iteration 41Q: 3 clusters Score -836630.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -836639.562500 Penalty: 2997.141113
	Iteration 42Q: 3 clusters Score -836639.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -836659.125000 Penalty: 2997.141113
	Iteration 43Q: 3 clusters Score -836659.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -836678.125000 Penalty: 2997.141113
	Iteration 44Q: 3 clusters Score -836678.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -836699.750000 Penalty: 2997.141113
	Iteration 45Q: 3 clusters Score -836699.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -836717.562500 Penalty: 2997.141113
	Iteration 46Q: 3 clusters Score -836717.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -836737.750000 Penalty: 2997.141113
	Iteration 47Q: 3 clusters Score -836737.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -836755.250000 Penalty: 2997.141113
	Iteration 48Q: 3 clusters Score -836755.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -836774.937500 Penalty: 2997.141113
	Iteration 49Q: 3 clusters Score -836774.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -836789.750000 Penalty: 2997.141113
	Iteration 50Q: 3 clusters Score -836789.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -836802.062500 Penalty: 2997.141113
	Iteration 51Q: 3 clusters Score -836802.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -836815.062500 Penalty: 2997.141113
	Iteration 52Q: 3 clusters Score -836815.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -836834.000000 Penalty: 2997.141113
	Iteration 53Q: 3 clusters Score -836834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -836861.750000 Penalty: 2997.141113
	Iteration 54Q: 3 clusters Score -836861.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -836899.437500 Penalty: 2997.141113
	Iteration 55Q: 3 clusters Score -836899.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -836942.375000 Penalty: 2997.141113
	Iteration 56Q: 3 clusters Score -836942.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -836988.000000 Penalty: 2997.141113
	Iteration 57Q: 3 clusters Score -836988 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -837020.500000 Penalty: 2997.141113
	Iteration 58Q: 3 clusters Score -837020.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -837061.375000 Penalty: 2997.141113
	Iteration 59Q: 3 clusters Score -837061.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -837102.750000 Penalty: 2997.141113
	Iteration 60F: 3 clusters Score -837102.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -837135.437500 Penalty: 2997.141113
	Iteration 61Q: 3 clusters Score -837135.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -837154.250000 Penalty: 2997.141113
	Iteration 62Q: 3 clusters Score -837154.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -837176.937500 Penalty: 2997.141113
	Iteration 63Q: 3 clusters Score -837176.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -837203.750000 Penalty: 2997.141113
	Iteration 64Q: 3 clusters Score -837203.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -837237.750000 Penalty: 2997.141113
	Iteration 65Q: 3 clusters Score -837237.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -837275.687500 Penalty: 2997.141113
	Iteration 66Q: 3 clusters Score -837275.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -837302.562500 Penalty: 2997.141113
	Iteration 67Q: 3 clusters Score -837302.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -837325.812500 Penalty: 2997.141113
	Iteration 68Q: 3 clusters Score -837325.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -837343.562500 Penalty: 2997.141113
	Iteration 69Q: 3 clusters Score -837343.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -837359.687500 Penalty: 2997.141113
	Iteration 70Q: 3 clusters Score -837359.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -837375.250000 Penalty: 2997.141113
	Iteration 71Q: 3 clusters Score -837375.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -837387.312500 Penalty: 2997.141113
	Iteration 72Q: 3 clusters Score -837387.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -837400.062500 Penalty: 2997.141113
	Iteration 73Q: 3 clusters Score -837400.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -837412.812500 Penalty: 2997.141113
	Iteration 74Q: 3 clusters Score -837412.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -837429.625000 Penalty: 2997.141113
	Iteration 75Q: 3 clusters Score -837429.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -837448.687500 Penalty: 2997.141113
	Iteration 76Q: 3 clusters Score -837448.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -837466.625000 Penalty: 2997.141113
	Iteration 77Q: 3 clusters Score -837466.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -837493.750000 Penalty: 2997.141113
	Iteration 78Q: 3 clusters Score -837493.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -837521.312500 Penalty: 2997.141113
	Iteration 79Q: 3 clusters Score -837521.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -837545.187500 Penalty: 2997.141113
	Iteration 80F: 3 clusters Score -837545.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -837568.812500 Penalty: 2997.141113
	Iteration 81Q: 3 clusters Score -837568.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -837578.750000 Penalty: 2997.141113
	Iteration 82Q: 3 clusters Score -837578.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -837584.250000 Penalty: 2997.141113
	Iteration 83Q: 3 clusters Score -837584.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -837591.500000 Penalty: 2997.141113
	Iteration 84Q: 3 clusters Score -837591.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -837597.000000 Penalty: 2997.141113
	Iteration 85Q: 3 clusters Score -837597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -837604.312500 Penalty: 2997.141113
	Iteration 86Q: 3 clusters Score -837604.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -837617.250000 Penalty: 2997.141113
	Iteration 87Q: 3 clusters Score -837617.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -837622.875000 Penalty: 2997.141113
	Iteration 88Q: 3 clusters Score -837622.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -837629.250000 Penalty: 2997.141113
	Iteration 89Q: 3 clusters Score -837629.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -837635.750000 Penalty: 2997.141113
	Iteration 90Q: 3 clusters Score -837635.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -837640.062500 Penalty: 2997.141113
	Iteration 91Q: 3 clusters Score -837640.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -837642.687500 Penalty: 2997.141113
	Iteration 92Q: 3 clusters Score -837642.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -837651.875000 Penalty: 2997.141113
	Iteration 93Q: 3 clusters Score -837651.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -837657.562500 Penalty: 2997.141113
	Iteration 94Q: 3 clusters Score -837657.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -837660.312500 Penalty: 2997.141113
	Iteration 95Q: 3 clusters Score -837660.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -837664.437500 Penalty: 2997.141113
	Iteration 96Q: 3 clusters Score -837664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -837666.312500 Penalty: 2997.141113
	Iteration 97Q: 3 clusters Score -837666.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -837668.187500 Penalty: 2997.141113
	Iteration 98Q: 3 clusters Score -837668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -837671.562500 Penalty: 2997.141113
	Iteration 99Q: 3 clusters Score -837671.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -837676.500000 Penalty: 2997.141113
	Iteration 100F: 3 clusters Score -837676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -837676.875000 Penalty: 2997.141113
	Iteration 101Q: 3 clusters Score -837676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -837678.375000 Penalty: 2997.141113
	Iteration 102Q: 3 clusters Score -837678.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -837680.750000 Penalty: 2997.141113
	Iteration 103Q: 3 clusters Score -837680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -837686.000000 Penalty: 2997.141113
	Iteration 104Q: 3 clusters Score -837686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -837689.000000 Penalty: 2997.141113
	Iteration 105Q: 3 clusters Score -837689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -837692.562500 Penalty: 2997.141113
	Iteration 106Q: 3 clusters Score -837692.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -837694.625000 Penalty: 2997.141113
	Iteration 107Q: 3 clusters Score -837694.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -837697.687500 Penalty: 2997.141113
	Iteration 108Q: 3 clusters Score -837697.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -837699.500000 Penalty: 2997.141113
	Iteration 109Q: 3 clusters Score -837699.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -837701.312500 Penalty: 2997.141113
	Iteration 110Q: 3 clusters Score -837701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -837702.875000 Penalty: 2997.141113
	Iteration 111Q: 3 clusters Score -837702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -837703.062500 Penalty: 2997.141113
	Iteration 112Q: 3 clusters Score -837703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -837702.375000 Penalty: 2997.141113
	Iteration 113Q: 3 clusters Score -837702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -837703.125000 Penalty: 2997.141113
	Iteration 114Q: 3 clusters Score -837703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -837703.125000 Penalty: 2997.141113
	Iteration 115F: 3 clusters Score -837703.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Entering Unmasked Estep 
Score: -841752.062500 Penalty: 1480.045898
	Iteration 0F: 2 clusters Score -841752.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -835126.500000 Penalty: 2960.091797
	Iteration 0F: 3 clusters Score -835126.5 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -837136.125000 Penalty: 2960.091797
	Iteration 1F: 3 clusters Score -837136.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -837383.687500 Penalty: 2960.091797
	Iteration 2F: 3 clusters Score -837383.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -837573.437500 Penalty: 2960.091797
	Iteration 3F: 3 clusters Score -837573.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -837744.000000 Penalty: 2960.091797
	Iteration 4Q: 3 clusters Score -837744 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -837882.250000 Penalty: 2960.091797
	Iteration 5Q: 3 clusters Score -837882.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -838004.500000 Penalty: 2960.091797
	Iteration 6Q: 3 clusters Score -838004.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -838116.000000 Penalty: 2960.091797
	Iteration 7Q: 3 clusters Score -838116 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -838228.750000 Penalty: 2960.091797
	Iteration 8Q: 3 clusters Score -838228.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -838336.875000 Penalty: 2960.091797
	Iteration 9Q: 3 clusters Score -838336.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -838413.625000 Penalty: 2960.091797
	Iteration 10Q: 3 clusters Score -838413.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -838484.312500 Penalty: 2960.091797
	Iteration 11Q: 3 clusters Score -838484.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -838552.500000 Penalty: 2960.091797
	Iteration 12Q: 3 clusters Score -838552.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -838613.125000 Penalty: 2960.091797
	Iteration 13Q: 3 clusters Score -838613.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -838664.562500 Penalty: 2960.091797
	Iteration 14Q: 3 clusters Score -838664.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -838732.062500 Penalty: 2960.091797
	Iteration 15Q: 3 clusters Score -838732.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -838805.812500 Penalty: 2960.091797
	Iteration 16Q: 3 clusters Score -838805.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -838885.125000 Penalty: 2960.091797
	Iteration 17Q: 3 clusters Score -838885.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -838969.000000 Penalty: 2960.091797
	Iteration 18Q: 3 clusters Score -838969 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -839077.250000 Penalty: 2960.091797
	Iteration 19Q: 3 clusters Score -839077.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -839184.312500 Penalty: 2960.091797
	Iteration 20F: 3 clusters Score -839184.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -839304.812500 Penalty: 2960.091797
	Iteration 21Q: 3 clusters Score -839304.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -839420.875000 Penalty: 2960.091797
	Iteration 22Q: 3 clusters Score -839420.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -839561.312500 Penalty: 2960.091797
	Iteration 23Q: 3 clusters Score -839561.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -839717.500000 Penalty: 2960.091797
	Iteration 24Q: 3 clusters Score -839717.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -839877.375000 Penalty: 2960.091797
	Iteration 25Q: 3 clusters Score -839877.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -840041.187500 Penalty: 2960.091797
	Iteration 26Q: 3 clusters Score -840041.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -840168.625000 Penalty: 2960.091797
	Iteration 27Q: 3 clusters Score -840168.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -840271.437500 Penalty: 2960.091797
	Iteration 28Q: 3 clusters Score -840271.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -840342.375000 Penalty: 2960.091797
	Iteration 29Q: 3 clusters Score -840342.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -840391.687500 Penalty: 2960.091797
	Iteration 30Q: 3 clusters Score -840391.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -840426.812500 Penalty: 2960.091797
	Iteration 31Q: 3 clusters Score -840426.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -840451.375000 Penalty: 2960.091797
	Iteration 32Q: 3 clusters Score -840451.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -840465.562500 Penalty: 2960.091797
	Iteration 33Q: 3 clusters Score -840465.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -840481.187500 Penalty: 2960.091797
	Iteration 34Q: 3 clusters Score -840481.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -840503.625000 Penalty: 2960.091797
	Iteration 35Q: 3 clusters Score -840503.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -840514.562500 Penalty: 2960.091797
	Iteration 36Q: 3 clusters Score -840514.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -840521.312500 Penalty: 2960.091797
	Iteration 37Q: 3 clusters Score -840521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -840525.125000 Penalty: 2960.091797
	Iteration 38Q: 3 clusters Score -840525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -840526.687500 Penalty: 2960.091797
	Iteration 39Q: 3 clusters Score -840526.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -840525.437500 Penalty: 2960.091797
	Iteration 40F: 3 clusters Score -840525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -840527.250000 Penalty: 2960.091797
	Iteration 41Q: 3 clusters Score -840527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -840527.625000 Penalty: 2960.091797
	Iteration 42Q: 3 clusters Score -840527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -840531.937500 Penalty: 2960.091797
	Iteration 43Q: 3 clusters Score -840531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -840535.750000 Penalty: 2960.091797
	Iteration 44Q: 3 clusters Score -840535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -840536.750000 Penalty: 2960.091797
	Iteration 45Q: 3 clusters Score -840536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -840538.437500 Penalty: 2960.091797
	Iteration 46Q: 3 clusters Score -840538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -840539.812500 Penalty: 2960.091797
	Iteration 47Q: 3 clusters Score -840539.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -840540.437500 Penalty: 2960.091797
	Iteration 48Q: 3 clusters Score -840540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -840542.062500 Penalty: 2960.091797
	Iteration 49Q: 3 clusters Score -840542.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -840542.062500 Penalty: 2960.091797
	Iteration 50F: 3 clusters Score -840542.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Entering Unmasked Estep 
Score: -1551518.875000 Penalty: 1582.955200
	Iteration 0F: 2 clusters Score -1551519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1539677.500000 Penalty: 3165.910400
	Iteration 0F: 3 clusters Score -1539678 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1543735.875000 Penalty: 3165.910400
	Iteration 1F: 3 clusters Score -1543736 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1543995.000000 Penalty: 3165.910400
	Iteration 2Q: 3 clusters Score -1543995 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1544189.750000 Penalty: 3165.910400
	Iteration 3Q: 3 clusters Score -1544190 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1544353.500000 Penalty: 3165.910400
	Iteration 4Q: 3 clusters Score -1544354 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1544483.125000 Penalty: 3165.910400
	Iteration 5Q: 3 clusters Score -1544483 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1544610.250000 Penalty: 3165.910400
	Iteration 6Q: 3 clusters Score -1544610 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1544744.875000 Penalty: 3165.910400
	Iteration 7Q: 3 clusters Score -1544745 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1544913.875000 Penalty: 3165.910400
	Iteration 8Q: 3 clusters Score -1544914 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1545139.375000 Penalty: 3165.910400
	Iteration 9Q: 3 clusters Score -1545139 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1545459.750000 Penalty: 3165.910400
	Iteration 10Q: 3 clusters Score -1545460 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1545959.875000 Penalty: 3165.910400
	Iteration 11Q: 3 clusters Score -1545960 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1546625.250000 Penalty: 3165.910400
	Iteration 12F: 3 clusters Score -1546625 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1547387.500000 Penalty: 3165.910400
	Iteration 13F: 3 clusters Score -1547388 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1548134.750000 Penalty: 3165.910400
	Iteration 14F: 3 clusters Score -1548135 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1548792.125000 Penalty: 3165.910400
	Iteration 15Q: 3 clusters Score -1548792 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1549282.125000 Penalty: 3165.910400
	Iteration 16Q: 3 clusters Score -1549282 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1549592.625000 Penalty: 3165.910400
	Iteration 17Q: 3 clusters Score -1549593 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1549791.250000 Penalty: 3165.910400
	Iteration 18Q: 3 clusters Score -1549791 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1549946.375000 Penalty: 3165.910400
	Iteration 19Q: 3 clusters Score -1549946 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1550021.625000 Penalty: 3165.910400
	Iteration 20F: 3 clusters Score -1550022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1550062.375000 Penalty: 3165.910400
	Iteration 21Q: 3 clusters Score -1550062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1550091.875000 Penalty: 3165.910400
	Iteration 22Q: 3 clusters Score -1550092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1550114.750000 Penalty: 3165.910400
	Iteration 23Q: 3 clusters Score -1550115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1550138.000000 Penalty: 3165.910400
	Iteration 24Q: 3 clusters Score -1550138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1550151.750000 Penalty: 3165.910400
	Iteration 25Q: 3 clusters Score -1550152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1550167.000000 Penalty: 3165.910400
	Iteration 26Q: 3 clusters Score -1550167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1550178.625000 Penalty: 3165.910400
	Iteration 27Q: 3 clusters Score -1550179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1550186.750000 Penalty: 3165.910400
	Iteration 28Q: 3 clusters Score -1550187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1550192.000000 Penalty: 3165.910400
	Iteration 29Q: 3 clusters Score -1550192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1550198.875000 Penalty: 3165.910400
	Iteration 30Q: 3 clusters Score -1550199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1550201.125000 Penalty: 3165.910400
	Iteration 31Q: 3 clusters Score -1550201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1550206.750000 Penalty: 3165.910400
	Iteration 32Q: 3 clusters Score -1550207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1550207.875000 Penalty: 3165.910400
	Iteration 33Q: 3 clusters Score -1550208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1550207.875000 Penalty: 3165.910400
	Iteration 34F: 3 clusters Score -1550208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Entering Unmasked Estep 
Score: -1100488.875000 Penalty: 1531.242310
	Iteration 0F: 2 clusters Score -1100489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1091909.000000 Penalty: 3062.484619
	Iteration 0F: 3 clusters Score -1091909 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1094942.375000 Penalty: 3062.484619
	Iteration 1F: 3 clusters Score -1094942 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1095356.375000 Penalty: 3062.484619
	Iteration 2F: 3 clusters Score -1095356 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1095814.000000 Penalty: 3062.484619
	Iteration 3F: 3 clusters Score -1095814 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1096402.250000 Penalty: 3062.484619
	Iteration 4F: 3 clusters Score -1096402 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1097055.375000 Penalty: 3062.484619
	Iteration 5F: 3 clusters Score -1097055 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1097679.375000 Penalty: 3062.484619
	Iteration 6F: 3 clusters Score -1097679 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1098237.750000 Penalty: 3062.484619
	Iteration 7F: 3 clusters Score -1098238 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1098646.000000 Penalty: 3062.484619
	Iteration 8Q: 3 clusters Score -1098646 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1098862.625000 Penalty: 3062.484619
	Iteration 9Q: 3 clusters Score -1098863 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1098960.750000 Penalty: 3062.484619
	Iteration 10Q: 3 clusters Score -1098961 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1099014.250000 Penalty: 3062.484619
	Iteration 11Q: 3 clusters Score -1099014 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1099039.750000 Penalty: 3062.484619
	Iteration 12Q: 3 clusters Score -1099040 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1099063.750000 Penalty: 3062.484619
	Iteration 13Q: 3 clusters Score -1099064 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1099083.500000 Penalty: 3062.484619
	Iteration 14Q: 3 clusters Score -1099084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1099094.375000 Penalty: 3062.484619
	Iteration 15Q: 3 clusters Score -1099094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1099103.875000 Penalty: 3062.484619
	Iteration 16Q: 3 clusters Score -1099104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1099114.875000 Penalty: 3062.484619
	Iteration 17Q: 3 clusters Score -1099115 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1099121.875000 Penalty: 3062.484619
	Iteration 18Q: 3 clusters Score -1099122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1099133.000000 Penalty: 3062.484619
	Iteration 19Q: 3 clusters Score -1099133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1099139.625000 Penalty: 3062.484619
	Iteration 20F: 3 clusters Score -1099140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1099150.125000 Penalty: 3062.484619
	Iteration 21Q: 3 clusters Score -1099150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1099154.875000 Penalty: 3062.484619
	Iteration 22Q: 3 clusters Score -1099155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1099166.625000 Penalty: 3062.484619
	Iteration 23Q: 3 clusters Score -1099167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1099169.125000 Penalty: 3062.484619
	Iteration 24Q: 3 clusters Score -1099169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1099173.500000 Penalty: 3062.484619
	Iteration 25Q: 3 clusters Score -1099174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1099181.500000 Penalty: 3062.484619
	Iteration 26Q: 3 clusters Score -1099182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1099186.500000 Penalty: 3062.484619
	Iteration 27Q: 3 clusters Score -1099186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1099189.625000 Penalty: 3062.484619
	Iteration 28Q: 3 clusters Score -1099190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1099192.000000 Penalty: 3062.484619
	Iteration 29Q: 3 clusters Score -1099192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1099196.500000 Penalty: 3062.484619
	Iteration 30Q: 3 clusters Score -1099196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1099197.000000 Penalty: 3062.484619
	Iteration 31Q: 3 clusters Score -1099197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1099203.000000 Penalty: 3062.484619
	Iteration 32Q: 3 clusters Score -1099203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1099205.625000 Penalty: 3062.484619
	Iteration 33Q: 3 clusters Score -1099206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1099204.750000 Penalty: 3062.484619
	Iteration 34Q: 3 clusters Score -1099205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1099203.375000 Penalty: 3062.484619
	Iteration 35Q: 3 clusters Score -1099203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1099205.375000 Penalty: 3062.484619
	Iteration 36Q: 3 clusters Score -1099205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1099205.750000 Penalty: 3062.484619
	Iteration 37Q: 3 clusters Score -1099206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1099208.375000 Penalty: 3062.484619
	Iteration 38Q: 3 clusters Score -1099208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1099216.750000 Penalty: 3062.484619
	Iteration 39Q: 3 clusters Score -1099217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1099218.500000 Penalty: 3062.484619
	Iteration 40F: 3 clusters Score -1099218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1099223.375000 Penalty: 3062.484619
	Iteration 41Q: 3 clusters Score -1099223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1099225.625000 Penalty: 3062.484619
	Iteration 42Q: 3 clusters Score -1099226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1099227.250000 Penalty: 3062.484619
	Iteration 43Q: 3 clusters Score -1099227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1099230.125000 Penalty: 3062.484619
	Iteration 44Q: 3 clusters Score -1099230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1099232.375000 Penalty: 3062.484619
	Iteration 45Q: 3 clusters Score -1099232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1099232.875000 Penalty: 3062.484619
	Iteration 46Q: 3 clusters Score -1099233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1099235.500000 Penalty: 3062.484619
	Iteration 47Q: 3 clusters Score -1099236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1099235.375000 Penalty: 3062.484619
	Iteration 48Q: 3 clusters Score -1099235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1099237.875000 Penalty: 3062.484619
	Iteration 49Q: 3 clusters Score -1099238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1099239.625000 Penalty: 3062.484619
	Iteration 50Q: 3 clusters Score -1099240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1099242.500000 Penalty: 3062.484619
	Iteration 51Q: 3 clusters Score -1099242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1099243.375000 Penalty: 3062.484619
	Iteration 52Q: 3 clusters Score -1099243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1099246.500000 Penalty: 3062.484619
	Iteration 53Q: 3 clusters Score -1099246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1099249.375000 Penalty: 3062.484619
	Iteration 54Q: 3 clusters Score -1099249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1099250.625000 Penalty: 3062.484619
	Iteration 55Q: 3 clusters Score -1099251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1099251.250000 Penalty: 3062.484619
	Iteration 56Q: 3 clusters Score -1099251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1099252.375000 Penalty: 3062.484619
	Iteration 57Q: 3 clusters Score -1099252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1099255.375000 Penalty: 3062.484619
	Iteration 58Q: 3 clusters Score -1099255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1099255.500000 Penalty: 3062.484619
	Iteration 59Q: 3 clusters Score -1099256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1099255.250000 Penalty: 3062.484619
	Iteration 60F: 3 clusters Score -1099255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1099257.250000 Penalty: 3062.484619
	Iteration 61Q: 3 clusters Score -1099257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1099257.500000 Penalty: 3062.484619
	Iteration 62Q: 3 clusters Score -1099258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1099258.750000 Penalty: 3062.484619
	Iteration 63Q: 3 clusters Score -1099259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1099256.375000 Penalty: 3062.484619
	Iteration 64Q: 3 clusters Score -1099256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1099258.750000 Penalty: 3062.484619
	Iteration 65Q: 3 clusters Score -1099259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1099258.000000 Penalty: 3062.484619
	Iteration 66Q: 3 clusters Score -1099258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1099257.000000 Penalty: 3062.484619
	Iteration 67Q: 3 clusters Score -1099257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1099259.625000 Penalty: 3062.484619
	Iteration 68Q: 3 clusters Score -1099260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1099261.875000 Penalty: 3062.484619
	Iteration 69Q: 3 clusters Score -1099262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1099261.500000 Penalty: 3062.484619
	Iteration 70Q: 3 clusters Score -1099262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1099262.250000 Penalty: 3062.484619
	Iteration 71Q: 3 clusters Score -1099262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1099262.500000 Penalty: 3062.484619
	Iteration 72Q: 3 clusters Score -1099262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1099264.500000 Penalty: 3062.484619
	Iteration 73Q: 3 clusters Score -1099264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1099264.500000 Penalty: 3062.484619
	Iteration 74Q: 3 clusters Score -1099264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1099265.375000 Penalty: 3062.484619
	Iteration 75Q: 3 clusters Score -1099265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1099267.500000 Penalty: 3062.484619
	Iteration 76Q: 3 clusters Score -1099268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1099266.625000 Penalty: 3062.484619
	Iteration 77Q: 3 clusters Score -1099267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1099266.625000 Penalty: 3062.484619
	Iteration 78F: 3 clusters Score -1099267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Entering Unmasked Estep 
Score: -726263.062500 Penalty: 1467.747070
	Iteration 0F: 2 clusters Score -726263.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -720265.000000 Penalty: 2935.494141
	Iteration 0F: 3 clusters Score -720265 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -722241.312500 Penalty: 2935.494141
	Iteration 1F: 3 clusters Score -722241.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -722704.375000 Penalty: 2935.494141
	Iteration 2F: 3 clusters Score -722704.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -723221.187500 Penalty: 2935.494141
	Iteration 3F: 3 clusters Score -723221.2 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -723795.687500 Penalty: 2935.494141
	Iteration 4F: 3 clusters Score -723795.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -724273.187500 Penalty: 2935.494141
	Iteration 5F: 3 clusters Score -724273.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -724583.125000 Penalty: 2935.494141
	Iteration 6F: 3 clusters Score -724583.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -724786.562500 Penalty: 2935.494141
	Iteration 7Q: 3 clusters Score -724786.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -724923.500000 Penalty: 2935.494141
	Iteration 8Q: 3 clusters Score -724923.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -725016.875000 Penalty: 2935.494141
	Iteration 9Q: 3 clusters Score -725016.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -725079.937500 Penalty: 2935.494141
	Iteration 10Q: 3 clusters Score -725079.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -725128.375000 Penalty: 2935.494141
	Iteration 11Q: 3 clusters Score -725128.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -725164.125000 Penalty: 2935.494141
	Iteration 12Q: 3 clusters Score -725164.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -725201.125000 Penalty: 2935.494141
	Iteration 13Q: 3 clusters Score -725201.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -725234.437500 Penalty: 2935.494141
	Iteration 14Q: 3 clusters Score -725234.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -725255.687500 Penalty: 2935.494141
	Iteration 15Q: 3 clusters Score -725255.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -725275.625000 Penalty: 2935.494141
	Iteration 16Q: 3 clusters Score -725275.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -725289.000000 Penalty: 2935.494141
	Iteration 17Q: 3 clusters Score -725289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -725299.812500 Penalty: 2935.494141
	Iteration 18Q: 3 clusters Score -725299.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -725309.562500 Penalty: 2935.494141
	Iteration 19Q: 3 clusters Score -725309.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -725314.250000 Penalty: 2935.494141
	Iteration 20F: 3 clusters Score -725314.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -725320.187500 Penalty: 2935.494141
	Iteration 21Q: 3 clusters Score -725320.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -725327.312500 Penalty: 2935.494141
	Iteration 22Q: 3 clusters Score -725327.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -725329.125000 Penalty: 2935.494141
	Iteration 23Q: 3 clusters Score -725329.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -725336.875000 Penalty: 2935.494141
	Iteration 24Q: 3 clusters Score -725336.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -725338.062500 Penalty: 2935.494141
	Iteration 25Q: 3 clusters Score -725338.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -725343.250000 Penalty: 2935.494141
	Iteration 26Q: 3 clusters Score -725343.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -725344.500000 Penalty: 2935.494141
	Iteration 27Q: 3 clusters Score -725344.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -725347.187500 Penalty: 2935.494141
	Iteration 28Q: 3 clusters Score -725347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -725347.625000 Penalty: 2935.494141
	Iteration 29Q: 3 clusters Score -725347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -725348.250000 Penalty: 2935.494141
	Iteration 30Q: 3 clusters Score -725348.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -725348.250000 Penalty: 2935.494141
	Iteration 31Q: 3 clusters Score -725348.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -725349.625000 Penalty: 2935.494141
	Iteration 32Q: 3 clusters Score -725349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -725350.500000 Penalty: 2935.494141
	Iteration 33Q: 3 clusters Score -725350.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -725353.187500 Penalty: 2935.494141
	Iteration 34Q: 3 clusters Score -725353.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -725351.500000 Penalty: 2935.494141
	Iteration 35Q: 3 clusters Score -725351.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -725351.062500 Penalty: 2935.494141
	Iteration 36Q: 3 clusters Score -725351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -725352.812500 Penalty: 2935.494141
	Iteration 37Q: 3 clusters Score -725352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -725352.000000 Penalty: 2935.494141
	Iteration 38Q: 3 clusters Score -725352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -725352.750000 Penalty: 2935.494141
	Iteration 39Q: 3 clusters Score -725352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -725354.187500 Penalty: 2935.494141
	Iteration 40F: 3 clusters Score -725354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -725354.625000 Penalty: 2935.494141
	Iteration 41Q: 3 clusters Score -725354.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -725354.625000 Penalty: 2935.494141
	Iteration 42F: 3 clusters Score -725354.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Entering Unmasked Estep 
Score: -6144145.000000 Penalty: 1807.223877
	Iteration 0F: 2 clusters Score -6144145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -6098859.000000 Penalty: 3614.447754
	Iteration 0F: 3 clusters Score -6098859 nChanged 32232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -6118523.500000 Penalty: 3614.447754
	Iteration 1F: 3 clusters Score -6118524 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -6120926.000000 Penalty: 3614.447754
	Iteration 2F: 3 clusters Score -6120926 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -6124525.500000 Penalty: 3614.447754
	Iteration 3F: 3 clusters Score -6124526 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -6128841.500000 Penalty: 3614.447754
	Iteration 4F: 3 clusters Score -6128842 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -6132936.000000 Penalty: 3614.447754
	Iteration 5F: 3 clusters Score -6132936 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -6135976.500000 Penalty: 3614.447754
	Iteration 6F: 3 clusters Score -6135976 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -6137906.500000 Penalty: 3614.447754
	Iteration 7Q: 3 clusters Score -6137906 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -6139108.000000 Penalty: 3614.447754
	Iteration 8Q: 3 clusters Score -6139108 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -6139934.000000 Penalty: 3614.447754
	Iteration 9Q: 3 clusters Score -6139934 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -6140562.000000 Penalty: 3614.447754
	Iteration 10Q: 3 clusters Score -6140562 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -6141091.000000 Penalty: 3614.447754
	Iteration 11Q: 3 clusters Score -6141091 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -6141518.500000 Penalty: 3614.447754
	Iteration 12Q: 3 clusters Score -6141518 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -6141820.500000 Penalty: 3614.447754
	Iteration 13Q: 3 clusters Score -6141820 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -6142042.500000 Penalty: 3614.447754
	Iteration 14Q: 3 clusters Score -6142042 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -6142203.000000 Penalty: 3614.447754
	Iteration 15Q: 3 clusters Score -6142203 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -6142395.500000 Penalty: 3614.447754
	Iteration 16Q: 3 clusters Score -6142396 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -6142516.500000 Penalty: 3614.447754
	Iteration 17Q: 3 clusters Score -6142516 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -6142611.500000 Penalty: 3614.447754
	Iteration 18Q: 3 clusters Score -6142612 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -6142720.000000 Penalty: 3614.447754
	Iteration 19Q: 3 clusters Score -6142720 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -6142786.500000 Penalty: 3614.447754
	Iteration 20F: 3 clusters Score -6142786 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6142870.000000 Penalty: 3614.447754
	Iteration 21Q: 3 clusters Score -6142870 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -6142927.500000 Penalty: 3614.447754
	Iteration 22Q: 3 clusters Score -6142928 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -6143018.000000 Penalty: 3614.447754
	Iteration 23Q: 3 clusters Score -6143018 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6143127.000000 Penalty: 3614.447754
	Iteration 24Q: 3 clusters Score -6143127 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6143232.500000 Penalty: 3614.447754
	Iteration 25Q: 3 clusters Score -6143232 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -6143313.000000 Penalty: 3614.447754
	Iteration 26Q: 3 clusters Score -6143313 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -6143378.500000 Penalty: 3614.447754
	Iteration 27Q: 3 clusters Score -6143378 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64944 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6143421.000000 Penalty: 3614.447754
	Iteration 28Q: 3 clusters Score -6143421 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6143426.500000 Penalty: 3614.447754
	Iteration 29Q: 3 clusters Score -6143426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6143447.000000 Penalty: 3614.447754
	Iteration 30Q: 3 clusters Score -6143447 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6143469.000000 Penalty: 3614.447754
	Iteration 31Q: 3 clusters Score -6143469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6143498.500000 Penalty: 3614.447754
	Iteration 32Q: 3 clusters Score -6143498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -6143498.000000 Penalty: 3614.447754
	Iteration 33Q: 3 clusters Score -6143498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6143508.500000 Penalty: 3614.447754
	Iteration 34Q: 3 clusters Score -6143508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -6143516.000000 Penalty: 3614.447754
	Iteration 35Q: 3 clusters Score -6143516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6143518.000000 Penalty: 3614.447754
	Iteration 36Q: 3 clusters Score -6143518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6143514.000000 Penalty: 3614.447754
	Iteration 37Q: 3 clusters Score -6143514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6143522.500000 Penalty: 3614.447754
	Iteration 38Q: 3 clusters Score -6143522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6143531.000000 Penalty: 3614.447754
	Iteration 39Q: 3 clusters Score -6143531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6143540.000000 Penalty: 3614.447754
	Iteration 40F: 3 clusters Score -6143540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6143543.500000 Penalty: 3614.447754
	Iteration 41Q: 3 clusters Score -6143544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65268 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6143540.000000 Penalty: 3614.447754
	Iteration 42Q: 3 clusters Score -6143540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -6143536.000000 Penalty: 3614.447754
	Iteration 43Q: 3 clusters Score -6143536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6143549.500000 Penalty: 3614.447754
	Iteration 44Q: 3 clusters Score -6143550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6143542.000000 Penalty: 3614.447754
	Iteration 45Q: 3 clusters Score -6143542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6143553.000000 Penalty: 3614.447754
	Iteration 46Q: 3 clusters Score -6143553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6143550.500000 Penalty: 3614.447754
	Iteration 47Q: 3 clusters Score -6143550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -6143548.000000 Penalty: 3614.447754
	Iteration 48Q: 3 clusters Score -6143548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6143559.500000 Penalty: 3614.447754
	Iteration 49Q: 3 clusters Score -6143560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6143565.500000 Penalty: 3614.447754
	Iteration 50Q: 3 clusters Score -6143566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6143558.500000 Penalty: 3614.447754
	Iteration 51Q: 3 clusters Score -6143558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6143566.500000 Penalty: 3614.447754
	Iteration 52Q: 3 clusters Score -6143566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6143559.000000 Penalty: 3614.447754
	Iteration 53Q: 3 clusters Score -6143559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6143567.500000 Penalty: 3614.447754
	Iteration 54Q: 3 clusters Score -6143568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6143571.000000 Penalty: 3614.447754
	Iteration 55Q: 3 clusters Score -6143571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6143579.000000 Penalty: 3614.447754
	Iteration 56Q: 3 clusters Score -6143579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -6143576.000000 Penalty: 3614.447754
	Iteration 57Q: 3 clusters Score -6143576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6143563.500000 Penalty: 3614.447754
	Iteration 58Q: 3 clusters Score -6143564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6143562.000000 Penalty: 3614.447754
	Iteration 59Q: 3 clusters Score -6143562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6143558.500000 Penalty: 3614.447754
	Iteration 60F: 3 clusters Score -6143558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6143559.500000 Penalty: 3614.447754
	Iteration 61Q: 3 clusters Score -6143560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6143561.500000 Penalty: 3614.447754
	Iteration 62Q: 3 clusters Score -6143562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6143572.000000 Penalty: 3614.447754
	Iteration 63Q: 3 clusters Score -6143572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6143573.500000 Penalty: 3614.447754
	Iteration 64Q: 3 clusters Score -6143574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6143580.000000 Penalty: 3614.447754
	Iteration 65Q: 3 clusters Score -6143580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6143595.000000 Penalty: 3614.447754
	Iteration 66Q: 3 clusters Score -6143595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6143586.000000 Penalty: 3614.447754
	Iteration 67Q: 3 clusters Score -6143586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6143600.500000 Penalty: 3614.447754
	Iteration 68Q: 3 clusters Score -6143600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6143626.500000 Penalty: 3614.447754
	Iteration 69Q: 3 clusters Score -6143626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6143657.500000 Penalty: 3614.447754
	Iteration 70Q: 3 clusters Score -6143658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6143701.500000 Penalty: 3614.447754
	Iteration 71Q: 3 clusters Score -6143702 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6143738.000000 Penalty: 3614.447754
	Iteration 72Q: 3 clusters Score -6143738 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6143769.500000 Penalty: 3614.447754
	Iteration 73Q: 3 clusters Score -6143770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6143802.500000 Penalty: 3614.447754
	Iteration 74Q: 3 clusters Score -6143802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6143823.000000 Penalty: 3614.447754
	Iteration 75Q: 3 clusters Score -6143823 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6143852.500000 Penalty: 3614.447754
	Iteration 76Q: 3 clusters Score -6143852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6143858.000000 Penalty: 3614.447754
	Iteration 77Q: 3 clusters Score -6143858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6143893.000000 Penalty: 3614.447754
	Iteration 78Q: 3 clusters Score -6143893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6143898.000000 Penalty: 3614.447754
	Iteration 79Q: 3 clusters Score -6143898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6143906.000000 Penalty: 3614.447754
	Iteration 80F: 3 clusters Score -6143906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6143906.500000 Penalty: 3614.447754
	Iteration 81Q: 3 clusters Score -6143906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6143918.000000 Penalty: 3614.447754
	Iteration 82Q: 3 clusters Score -6143918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -6143919.500000 Penalty: 3614.447754
	Iteration 83Q: 3 clusters Score -6143920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6143921.000000 Penalty: 3614.447754
	Iteration 84Q: 3 clusters Score -6143921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6143925.500000 Penalty: 3614.447754
	Iteration 85Q: 3 clusters Score -6143926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6143927.000000 Penalty: 3614.447754
	Iteration 86Q: 3 clusters Score -6143927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6143928.500000 Penalty: 3614.447754
	Iteration 87Q: 3 clusters Score -6143928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6143923.000000 Penalty: 3614.447754
	Iteration 88Q: 3 clusters Score -6143923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6143925.000000 Penalty: 3614.447754
	Iteration 89Q: 3 clusters Score -6143925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6143920.500000 Penalty: 3614.447754
	Iteration 90Q: 3 clusters Score -6143920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6143923.000000 Penalty: 3614.447754
	Iteration 91Q: 3 clusters Score -6143923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6143924.500000 Penalty: 3614.447754
	Iteration 92Q: 3 clusters Score -6143924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6143924.000000 Penalty: 3614.447754
	Iteration 93Q: 3 clusters Score -6143924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6143926.000000 Penalty: 3614.447754
	Iteration 94Q: 3 clusters Score -6143926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6143926.500000 Penalty: 3614.447754
	Iteration 95Q: 3 clusters Score -6143926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6143936.500000 Penalty: 3614.447754
	Iteration 96Q: 3 clusters Score -6143936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65611 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6143934.000000 Penalty: 3614.447754
	Iteration 97Q: 3 clusters Score -6143934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6143933.000000 Penalty: 3614.447754
	Iteration 98Q: 3 clusters Score -6143933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6143934.000000 Penalty: 3614.447754
	Iteration 99Q: 3 clusters Score -6143934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6143934.000000 Penalty: 3614.447754
	Iteration 100F: 3 clusters Score -6143934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -207169.968750 Penalty: 1261.836060
	Iteration 0F: 2 clusters Score -207170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -204852.390625 Penalty: 2523.672119
	Iteration 0F: 3 clusters Score -204852.4 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -205351.531250 Penalty: 2523.672119
	Iteration 1F: 3 clusters Score -205351.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -205519.968750 Penalty: 2523.672119
	Iteration 2F: 3 clusters Score -205520 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -205648.468750 Penalty: 2523.672119
	Iteration 3F: 3 clusters Score -205648.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -205744.484375 Penalty: 2523.672119
	Iteration 4Q: 3 clusters Score -205744.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -205884.578125 Penalty: 2523.672119
	Iteration 5Q: 3 clusters Score -205884.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -206032.546875 Penalty: 2523.672119
	Iteration 6F: 3 clusters Score -206032.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -206155.578125 Penalty: 2523.672119
	Iteration 7Q: 3 clusters Score -206155.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -206266.234375 Penalty: 2523.672119
	Iteration 8Q: 3 clusters Score -206266.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -206343.968750 Penalty: 2523.672119
	Iteration 9Q: 3 clusters Score -206344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -206391.515625 Penalty: 2523.672119
	Iteration 10Q: 3 clusters Score -206391.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -206422.890625 Penalty: 2523.672119
	Iteration 11Q: 3 clusters Score -206422.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -206444.828125 Penalty: 2523.672119
	Iteration 12Q: 3 clusters Score -206444.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -206461.578125 Penalty: 2523.672119
	Iteration 13Q: 3 clusters Score -206461.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -206467.453125 Penalty: 2523.672119
	Iteration 14Q: 3 clusters Score -206467.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -206472.828125 Penalty: 2523.672119
	Iteration 15Q: 3 clusters Score -206472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -206474.406250 Penalty: 2523.672119
	Iteration 16Q: 3 clusters Score -206474.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -206475.078125 Penalty: 2523.672119
	Iteration 17Q: 3 clusters Score -206475.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -206476.078125 Penalty: 2523.672119
	Iteration 18Q: 3 clusters Score -206476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -206477.906250 Penalty: 2523.672119
	Iteration 19Q: 3 clusters Score -206477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -206479.281250 Penalty: 2523.672119
	Iteration 20F: 3 clusters Score -206479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -206482.406250 Penalty: 2523.672119
	Iteration 21Q: 3 clusters Score -206482.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -206487.234375 Penalty: 2523.672119
	Iteration 22Q: 3 clusters Score -206487.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -206490.187500 Penalty: 2523.672119
	Iteration 23Q: 3 clusters Score -206490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -206490.453125 Penalty: 2523.672119
	Iteration 24Q: 3 clusters Score -206490.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -206490.453125 Penalty: 2523.672119
	Iteration 25F: 3 clusters Score -206490.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Entering Unmasked Estep 
Score: -1674165.875000 Penalty: 1592.529297
	Iteration 0F: 2 clusters Score -1674166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1661824.250000 Penalty: 3185.058594
	Iteration 0F: 3 clusters Score -1661824 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1666491.000000 Penalty: 3185.058594
	Iteration 1F: 3 clusters Score -1666491 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1666913.625000 Penalty: 3185.058594
	Iteration 2F: 3 clusters Score -1666914 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1667383.625000 Penalty: 3185.058594
	Iteration 3F: 3 clusters Score -1667384 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1667949.625000 Penalty: 3185.058594
	Iteration 4F: 3 clusters Score -1667950 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1668701.125000 Penalty: 3185.058594
	Iteration 5F: 3 clusters Score -1668701 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1669689.250000 Penalty: 3185.058594
	Iteration 6F: 3 clusters Score -1669689 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1670703.125000 Penalty: 3185.058594
	Iteration 7F: 3 clusters Score -1670703 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1671416.125000 Penalty: 3185.058594
	Iteration 8F: 3 clusters Score -1671416 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1671765.250000 Penalty: 3185.058594
	Iteration 9Q: 3 clusters Score -1671765 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1671917.375000 Penalty: 3185.058594
	Iteration 10Q: 3 clusters Score -1671917 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1672020.750000 Penalty: 3185.058594
	Iteration 11Q: 3 clusters Score -1672021 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1672108.875000 Penalty: 3185.058594
	Iteration 12Q: 3 clusters Score -1672109 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1672185.125000 Penalty: 3185.058594
	Iteration 13Q: 3 clusters Score -1672185 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1672278.875000 Penalty: 3185.058594
	Iteration 14Q: 3 clusters Score -1672279 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1672358.500000 Penalty: 3185.058594
	Iteration 15Q: 3 clusters Score -1672358 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1672434.375000 Penalty: 3185.058594
	Iteration 16Q: 3 clusters Score -1672434 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1672497.375000 Penalty: 3185.058594
	Iteration 17Q: 3 clusters Score -1672497 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1672553.500000 Penalty: 3185.058594
	Iteration 18Q: 3 clusters Score -1672554 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1672602.750000 Penalty: 3185.058594
	Iteration 19Q: 3 clusters Score -1672603 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1672620.625000 Penalty: 3185.058594
	Iteration 20F: 3 clusters Score -1672621 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1672649.125000 Penalty: 3185.058594
	Iteration 21Q: 3 clusters Score -1672649 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1672671.500000 Penalty: 3185.058594
	Iteration 22Q: 3 clusters Score -1672672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1672685.000000 Penalty: 3185.058594
	Iteration 23Q: 3 clusters Score -1672685 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1672708.625000 Penalty: 3185.058594
	Iteration 24Q: 3 clusters Score -1672709 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1672729.625000 Penalty: 3185.058594
	Iteration 25Q: 3 clusters Score -1672730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1672742.500000 Penalty: 3185.058594
	Iteration 26Q: 3 clusters Score -1672742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1672753.625000 Penalty: 3185.058594
	Iteration 27Q: 3 clusters Score -1672754 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1672759.625000 Penalty: 3185.058594
	Iteration 28Q: 3 clusters Score -1672760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1672781.250000 Penalty: 3185.058594
	Iteration 29Q: 3 clusters Score -1672781 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1672784.000000 Penalty: 3185.058594
	Iteration 30Q: 3 clusters Score -1672784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1672796.750000 Penalty: 3185.058594
	Iteration 31Q: 3 clusters Score -1672797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1672802.125000 Penalty: 3185.058594
	Iteration 32Q: 3 clusters Score -1672802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1672809.750000 Penalty: 3185.058594
	Iteration 33Q: 3 clusters Score -1672810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1672813.875000 Penalty: 3185.058594
	Iteration 34Q: 3 clusters Score -1672814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1672830.000000 Penalty: 3185.058594
	Iteration 35Q: 3 clusters Score -1672830 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1672843.750000 Penalty: 3185.058594
	Iteration 36Q: 3 clusters Score -1672844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1672862.500000 Penalty: 3185.058594
	Iteration 37Q: 3 clusters Score -1672862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1672887.625000 Penalty: 3185.058594
	Iteration 38Q: 3 clusters Score -1672888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1672900.375000 Penalty: 3185.058594
	Iteration 39Q: 3 clusters Score -1672900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1672911.125000 Penalty: 3185.058594
	Iteration 40F: 3 clusters Score -1672911 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1672929.500000 Penalty: 3185.058594
	Iteration 41Q: 3 clusters Score -1672930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1672941.625000 Penalty: 3185.058594
	Iteration 42Q: 3 clusters Score -1672942 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1672953.500000 Penalty: 3185.058594
	Iteration 43Q: 3 clusters Score -1672954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1672969.750000 Penalty: 3185.058594
	Iteration 44Q: 3 clusters Score -1672970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1672993.000000 Penalty: 3185.058594
	Iteration 45Q: 3 clusters Score -1672993 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1673013.500000 Penalty: 3185.058594
	Iteration 46Q: 3 clusters Score -1673014 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1673032.125000 Penalty: 3185.058594
	Iteration 47Q: 3 clusters Score -1673032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1673048.250000 Penalty: 3185.058594
	Iteration 48Q: 3 clusters Score -1673048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1673076.750000 Penalty: 3185.058594
	Iteration 49Q: 3 clusters Score -1673077 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1673102.125000 Penalty: 3185.058594
	Iteration 50Q: 3 clusters Score -1673102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1673128.250000 Penalty: 3185.058594
	Iteration 51Q: 3 clusters Score -1673128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1673151.000000 Penalty: 3185.058594
	Iteration 52Q: 3 clusters Score -1673151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1673171.250000 Penalty: 3185.058594
	Iteration 53Q: 3 clusters Score -1673171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1673189.875000 Penalty: 3185.058594
	Iteration 54Q: 3 clusters Score -1673190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1673204.750000 Penalty: 3185.058594
	Iteration 55Q: 3 clusters Score -1673205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1673220.625000 Penalty: 3185.058594
	Iteration 56Q: 3 clusters Score -1673221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1673228.000000 Penalty: 3185.058594
	Iteration 57Q: 3 clusters Score -1673228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1673242.750000 Penalty: 3185.058594
	Iteration 58Q: 3 clusters Score -1673243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -1673264.000000 Penalty: 3185.058594
	Iteration 59Q: 3 clusters Score -1673264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1673280.250000 Penalty: 3185.058594
	Iteration 60F: 3 clusters Score -1673280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1673291.500000 Penalty: 3185.058594
	Iteration 61Q: 3 clusters Score -1673292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1673297.000000 Penalty: 3185.058594
	Iteration 62Q: 3 clusters Score -1673297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1673302.875000 Penalty: 3185.058594
	Iteration 63Q: 3 clusters Score -1673303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1673307.875000 Penalty: 3185.058594
	Iteration 64Q: 3 clusters Score -1673308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1673310.000000 Penalty: 3185.058594
	Iteration 65Q: 3 clusters Score -1673310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1673312.875000 Penalty: 3185.058594
	Iteration 66Q: 3 clusters Score -1673313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1673321.000000 Penalty: 3185.058594
	Iteration 67Q: 3 clusters Score -1673321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1673324.875000 Penalty: 3185.058594
	Iteration 68Q: 3 clusters Score -1673325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1673332.875000 Penalty: 3185.058594
	Iteration 69Q: 3 clusters Score -1673333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1673337.250000 Penalty: 3185.058594
	Iteration 70Q: 3 clusters Score -1673337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1673347.250000 Penalty: 3185.058594
	Iteration 71Q: 3 clusters Score -1673347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1673351.000000 Penalty: 3185.058594
	Iteration 72Q: 3 clusters Score -1673351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1673353.625000 Penalty: 3185.058594
	Iteration 73Q: 3 clusters Score -1673354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1673357.375000 Penalty: 3185.058594
	Iteration 74Q: 3 clusters Score -1673357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1673359.875000 Penalty: 3185.058594
	Iteration 75Q: 3 clusters Score -1673360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1673367.375000 Penalty: 3185.058594
	Iteration 76Q: 3 clusters Score -1673367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1673369.250000 Penalty: 3185.058594
	Iteration 77Q: 3 clusters Score -1673369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1673384.375000 Penalty: 3185.058594
	Iteration 78Q: 3 clusters Score -1673384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1673393.875000 Penalty: 3185.058594
	Iteration 79Q: 3 clusters Score -1673394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1673404.125000 Penalty: 3185.058594
	Iteration 80F: 3 clusters Score -1673404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1673411.500000 Penalty: 3185.058594
	Iteration 81Q: 3 clusters Score -1673412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1673420.250000 Penalty: 3185.058594
	Iteration 82Q: 3 clusters Score -1673420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1673432.750000 Penalty: 3185.058594
	Iteration 83Q: 3 clusters Score -1673433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1673435.375000 Penalty: 3185.058594
	Iteration 84Q: 3 clusters Score -1673435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1673446.875000 Penalty: 3185.058594
	Iteration 85Q: 3 clusters Score -1673447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1673457.500000 Penalty: 3185.058594
	Iteration 86Q: 3 clusters Score -1673458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1673466.500000 Penalty: 3185.058594
	Iteration 87Q: 3 clusters Score -1673466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1673475.375000 Penalty: 3185.058594
	Iteration 88Q: 3 clusters Score -1673475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1673480.375000 Penalty: 3185.058594
	Iteration 89Q: 3 clusters Score -1673480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1673487.625000 Penalty: 3185.058594
	Iteration 90Q: 3 clusters Score -1673488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1673496.750000 Penalty: 3185.058594
	Iteration 91Q: 3 clusters Score -1673497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1673493.375000 Penalty: 3185.058594
	Iteration 92Q: 3 clusters Score -1673493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1673502.000000 Penalty: 3185.058594
	Iteration 93Q: 3 clusters Score -1673502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1673503.875000 Penalty: 3185.058594
	Iteration 94Q: 3 clusters Score -1673504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1673503.625000 Penalty: 3185.058594
	Iteration 95Q: 3 clusters Score -1673504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1673509.875000 Penalty: 3185.058594
	Iteration 96Q: 3 clusters Score -1673510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1673509.750000 Penalty: 3185.058594
	Iteration 97Q: 3 clusters Score -1673510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1673511.625000 Penalty: 3185.058594
	Iteration 98Q: 3 clusters Score -1673512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1673512.875000 Penalty: 3185.058594
	Iteration 99Q: 3 clusters Score -1673513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1673512.250000 Penalty: 3185.058594
	Iteration 100F: 3 clusters Score -1673512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1673512.000000 Penalty: 3185.058594
	Iteration 101Q: 3 clusters Score -1673512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1673511.875000 Penalty: 3185.058594
	Iteration 102Q: 3 clusters Score -1673512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1673512.500000 Penalty: 3185.058594
	Iteration 103Q: 3 clusters Score -1673512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1673512.375000 Penalty: 3185.058594
	Iteration 104Q: 3 clusters Score -1673512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1673514.625000 Penalty: 3185.058594
	Iteration 105Q: 3 clusters Score -1673515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1673513.500000 Penalty: 3185.058594
	Iteration 106Q: 3 clusters Score -1673514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1673514.125000 Penalty: 3185.058594
	Iteration 107Q: 3 clusters Score -1673514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1673512.500000 Penalty: 3185.058594
	Iteration 108Q: 3 clusters Score -1673512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1673516.750000 Penalty: 3185.058594
	Iteration 109Q: 3 clusters Score -1673517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1673516.625000 Penalty: 3185.058594
	Iteration 110Q: 3 clusters Score -1673517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1673520.625000 Penalty: 3185.058594
	Iteration 111Q: 3 clusters Score -1673521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1673522.625000 Penalty: 3185.058594
	Iteration 112Q: 3 clusters Score -1673523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1673523.000000 Penalty: 3185.058594
	Iteration 113Q: 3 clusters Score -1673523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1673522.375000 Penalty: 3185.058594
	Iteration 114Q: 3 clusters Score -1673522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1673525.250000 Penalty: 3185.058594
	Iteration 115Q: 3 clusters Score -1673525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1673524.875000 Penalty: 3185.058594
	Iteration 116Q: 3 clusters Score -1673525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1673523.500000 Penalty: 3185.058594
	Iteration 117Q: 3 clusters Score -1673524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1673525.375000 Penalty: 3185.058594
	Iteration 118Q: 3 clusters Score -1673525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1673525.375000 Penalty: 3185.058594
	Iteration 119F: 3 clusters Score -1673525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -534664.812500 Penalty: 1413.860596
	Iteration 0F: 2 clusters Score -534664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -530065.125000 Penalty: 2827.721191
	Iteration 0F: 3 clusters Score -530065.1 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -531549.875000 Penalty: 2827.721191
	Iteration 1F: 3 clusters Score -531549.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -532025.875000 Penalty: 2827.721191
	Iteration 2F: 3 clusters Score -532025.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -532551.812500 Penalty: 2827.721191
	Iteration 3F: 3 clusters Score -532551.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -533052.562500 Penalty: 2827.721191
	Iteration 4F: 3 clusters Score -533052.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -533390.437500 Penalty: 2827.721191
	Iteration 5F: 3 clusters Score -533390.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -533617.562500 Penalty: 2827.721191
	Iteration 6F: 3 clusters Score -533617.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -533768.250000 Penalty: 2827.721191
	Iteration 7Q: 3 clusters Score -533768.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -533867.625000 Penalty: 2827.721191
	Iteration 8Q: 3 clusters Score -533867.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -533928.312500 Penalty: 2827.721191
	Iteration 9Q: 3 clusters Score -533928.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -533981.375000 Penalty: 2827.721191
	Iteration 10Q: 3 clusters Score -533981.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -534022.000000 Penalty: 2827.721191
	Iteration 11Q: 3 clusters Score -534022 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -534064.250000 Penalty: 2827.721191
	Iteration 12Q: 3 clusters Score -534064.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -534094.437500 Penalty: 2827.721191
	Iteration 13Q: 3 clusters Score -534094.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -534113.375000 Penalty: 2827.721191
	Iteration 14Q: 3 clusters Score -534113.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -534129.875000 Penalty: 2827.721191
	Iteration 15Q: 3 clusters Score -534129.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -534141.125000 Penalty: 2827.721191
	Iteration 16Q: 3 clusters Score -534141.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -534149.750000 Penalty: 2827.721191
	Iteration 17Q: 3 clusters Score -534149.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -534159.312500 Penalty: 2827.721191
	Iteration 18Q: 3 clusters Score -534159.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -534169.000000 Penalty: 2827.721191
	Iteration 19Q: 3 clusters Score -534169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -534186.312500 Penalty: 2827.721191
	Iteration 20F: 3 clusters Score -534186.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -534198.937500 Penalty: 2827.721191
	Iteration 21Q: 3 clusters Score -534198.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -534212.125000 Penalty: 2827.721191
	Iteration 22Q: 3 clusters Score -534212.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -534220.312500 Penalty: 2827.721191
	Iteration 23Q: 3 clusters Score -534220.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -534228.750000 Penalty: 2827.721191
	Iteration 24Q: 3 clusters Score -534228.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -534237.375000 Penalty: 2827.721191
	Iteration 25Q: 3 clusters Score -534237.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -534246.187500 Penalty: 2827.721191
	Iteration 26Q: 3 clusters Score -534246.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -534251.250000 Penalty: 2827.721191
	Iteration 27Q: 3 clusters Score -534251.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -534253.625000 Penalty: 2827.721191
	Iteration 28Q: 3 clusters Score -534253.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -534259.062500 Penalty: 2827.721191
	Iteration 29Q: 3 clusters Score -534259.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -534267.812500 Penalty: 2827.721191
	Iteration 30Q: 3 clusters Score -534267.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -534282.312500 Penalty: 2827.721191
	Iteration 31Q: 3 clusters Score -534282.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -534290.812500 Penalty: 2827.721191
	Iteration 32Q: 3 clusters Score -534290.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -534297.187500 Penalty: 2827.721191
	Iteration 33Q: 3 clusters Score -534297.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -534300.312500 Penalty: 2827.721191
	Iteration 34Q: 3 clusters Score -534300.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -534303.687500 Penalty: 2827.721191
	Iteration 35Q: 3 clusters Score -534303.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -534307.500000 Penalty: 2827.721191
	Iteration 36Q: 3 clusters Score -534307.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -534310.500000 Penalty: 2827.721191
	Iteration 37Q: 3 clusters Score -534310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -534312.000000 Penalty: 2827.721191
	Iteration 38Q: 3 clusters Score -534312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -534312.812500 Penalty: 2827.721191
	Iteration 39Q: 3 clusters Score -534312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -534313.875000 Penalty: 2827.721191
	Iteration 40F: 3 clusters Score -534313.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -137522.968750 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -137523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -135736.296875 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -135736.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136110.828125 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -136110.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -136195.078125 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -136195.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -136239.921875 Penalty: 2376.145996
	Iteration 3Q: 3 clusters Score -136239.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -136258.234375 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -136258.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -136275.265625 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -136275.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -136287.906250 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -136287.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -136300.500000 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -136300.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -136304.281250 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -136304.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -136310.312500 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -136310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -136313.984375 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -136314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -136317.187500 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -136317.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136319.875000 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -136319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136320.937500 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -136320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136321.265625 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -136321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136322.078125 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -136322.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136322.078125 Penalty: 2376.145996
	Iteration 16F: 3 clusters Score -136322.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Entering Unmasked Estep 
Score: -3582831.500000 Penalty: 1706.005859
	Iteration 0F: 2 clusters Score -3582832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3558580.000000 Penalty: 3412.011719
	Iteration 0F: 3 clusters Score -3558580 nChanged 16828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3567922.750000 Penalty: 3412.011719
	Iteration 1F: 3 clusters Score -3567923 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3568271.000000 Penalty: 3412.011719
	Iteration 2Q: 3 clusters Score -3568271 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3568634.500000 Penalty: 3412.011719
	Iteration 3Q: 3 clusters Score -3568634 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -3569021.500000 Penalty: 3412.011719
	Iteration 4Q: 3 clusters Score -3569022 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3569499.250000 Penalty: 3412.011719
	Iteration 5Q: 3 clusters Score -3569499 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3570158.000000 Penalty: 3412.011719
	Iteration 6Q: 3 clusters Score -3570158 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3571115.750000 Penalty: 3412.011719
	Iteration 7F: 3 clusters Score -3571116 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3572687.000000 Penalty: 3412.011719
	Iteration 8F: 3 clusters Score -3572687 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -3575089.250000 Penalty: 3412.011719
	Iteration 9F: 3 clusters Score -3575089 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3577727.750000 Penalty: 3412.011719
	Iteration 10F: 3 clusters Score -3577728 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -3579718.000000 Penalty: 3412.011719
	Iteration 11F: 3 clusters Score -3579718 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -3580733.250000 Penalty: 3412.011719
	Iteration 12Q: 3 clusters Score -3580733 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -3581097.250000 Penalty: 3412.011719
	Iteration 13Q: 3 clusters Score -3581097 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -3581210.250000 Penalty: 3412.011719
	Iteration 14Q: 3 clusters Score -3581210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -3581250.000000 Penalty: 3412.011719
	Iteration 15Q: 3 clusters Score -3581250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -3581280.750000 Penalty: 3412.011719
	Iteration 16Q: 3 clusters Score -3581281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -3581298.750000 Penalty: 3412.011719
	Iteration 17Q: 3 clusters Score -3581299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -3581298.250000 Penalty: 3412.011719
	Iteration 18Q: 3 clusters Score -3581298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -3581298.250000 Penalty: 3412.011719
	Iteration 19F: 3 clusters Score -3581298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Entering Unmasked Estep 
Score: -7973143.000000 Penalty: 1848.143677
	Iteration 0F: 2 clusters Score -7973143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -7914846.000000 Penalty: 3696.287354
	Iteration 0F: 3 clusters Score -7914846 nChanged 41480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -7938823.500000 Penalty: 3696.287354
	Iteration 1F: 3 clusters Score -7938824 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -7939354.500000 Penalty: 3696.287354
	Iteration 2Q: 3 clusters Score -7939354 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -7939985.500000 Penalty: 3696.287354
	Iteration 3Q: 3 clusters Score -7939986 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -7940892.500000 Penalty: 3696.287354
	Iteration 4Q: 3 clusters Score -7940892 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -7942671.000000 Penalty: 3696.287354
	Iteration 5Q: 3 clusters Score -7942671 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -7945973.500000 Penalty: 3696.287354
	Iteration 6F: 3 clusters Score -7945974 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -7951031.000000 Penalty: 3696.287354
	Iteration 7F: 3 clusters Score -7951031 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -7957349.000000 Penalty: 3696.287354
	Iteration 8F: 3 clusters Score -7957349 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -7962978.000000 Penalty: 3696.287354
	Iteration 9F: 3 clusters Score -7962978 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 80572 members 
Entering Unmasked Estep 
Score: -7966826.000000 Penalty: 3696.287354
	Iteration 10F: 3 clusters Score -7966826 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -7969045.500000 Penalty: 3696.287354
	Iteration 11Q: 3 clusters Score -7969046 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -7970199.000000 Penalty: 3696.287354
	Iteration 12Q: 3 clusters Score -7970199 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -7970846.000000 Penalty: 3696.287354
	Iteration 13Q: 3 clusters Score -7970846 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 86184 members 
Entering Unmasked Estep 
Score: -7971168.500000 Penalty: 3696.287354
	Iteration 14Q: 3 clusters Score -7971168 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 86381 members 
Entering Unmasked Estep 
Score: -7971308.500000 Penalty: 3696.287354
	Iteration 15Q: 3 clusters Score -7971308 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -7971383.500000 Penalty: 3696.287354
	Iteration 16Q: 3 clusters Score -7971384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 86537 members 
Entering Unmasked Estep 
Score: -7971465.000000 Penalty: 3696.287354
	Iteration 17Q: 3 clusters Score -7971465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -7971473.500000 Penalty: 3696.287354
	Iteration 18Q: 3 clusters Score -7971474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -7971505.500000 Penalty: 3696.287354
	Iteration 19Q: 3 clusters Score -7971506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -7971525.000000 Penalty: 3696.287354
	Iteration 20F: 3 clusters Score -7971525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -7971526.500000 Penalty: 3696.287354
	Iteration 21Q: 3 clusters Score -7971526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 86644 members 
Entering Unmasked Estep 
Score: -7971539.000000 Penalty: 3696.287354
	Iteration 22Q: 3 clusters Score -7971539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -7971549.500000 Penalty: 3696.287354
	Iteration 23Q: 3 clusters Score -7971550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -7971558.500000 Penalty: 3696.287354
	Iteration 24Q: 3 clusters Score -7971558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -7971567.500000 Penalty: 3696.287354
	Iteration 25Q: 3 clusters Score -7971568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -7971571.000000 Penalty: 3696.287354
	Iteration 26Q: 3 clusters Score -7971571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 86664 members 
Entering Unmasked Estep 
Score: -7971569.500000 Penalty: 3696.287354
	Iteration 27Q: 3 clusters Score -7971570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -7971566.000000 Penalty: 3696.287354
	Iteration 28Q: 3 clusters Score -7971566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 86666 members 
Entering Unmasked Estep 
Score: -7971566.500000 Penalty: 3696.287354
	Iteration 29Q: 3 clusters Score -7971566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -7971574.000000 Penalty: 3696.287354
	Iteration 30Q: 3 clusters Score -7971574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -7971572.000000 Penalty: 3696.287354
	Iteration 31Q: 3 clusters Score -7971572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 86670 members 
Entering Unmasked Estep 
Score: -7971568.000000 Penalty: 3696.287354
	Iteration 32Q: 3 clusters Score -7971568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -7971565.000000 Penalty: 3696.287354
	Iteration 33Q: 3 clusters Score -7971565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -7971573.000000 Penalty: 3696.287354
	Iteration 34Q: 3 clusters Score -7971573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -7971573.000000 Penalty: 3696.287354
	Iteration 35F: 3 clusters Score -7971573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Entering Unmasked Estep 
Score: -1278713.250000 Penalty: 1547.183350
	Iteration 0F: 2 clusters Score -1278713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1269149.125000 Penalty: 3094.366699
	Iteration 0F: 3 clusters Score -1269149 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1272468.500000 Penalty: 3094.366699
	Iteration 1F: 3 clusters Score -1272468 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1272747.875000 Penalty: 3094.366699
	Iteration 2F: 3 clusters Score -1272748 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1272981.750000 Penalty: 3094.366699
	Iteration 3Q: 3 clusters Score -1272982 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1273214.250000 Penalty: 3094.366699
	Iteration 4Q: 3 clusters Score -1273214 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1273458.375000 Penalty: 3094.366699
	Iteration 5Q: 3 clusters Score -1273458 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1273688.000000 Penalty: 3094.366699
	Iteration 6Q: 3 clusters Score -1273688 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1273942.125000 Penalty: 3094.366699
	Iteration 7Q: 3 clusters Score -1273942 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1274234.250000 Penalty: 3094.366699
	Iteration 8Q: 3 clusters Score -1274234 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1274571.125000 Penalty: 3094.366699
	Iteration 9Q: 3 clusters Score -1274571 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1274922.500000 Penalty: 3094.366699
	Iteration 10Q: 3 clusters Score -1274922 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1275335.875000 Penalty: 3094.366699
	Iteration 11Q: 3 clusters Score -1275336 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1275709.875000 Penalty: 3094.366699
	Iteration 12Q: 3 clusters Score -1275710 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1276025.750000 Penalty: 3094.366699
	Iteration 13Q: 3 clusters Score -1276026 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1276234.125000 Penalty: 3094.366699
	Iteration 14Q: 3 clusters Score -1276234 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1276370.625000 Penalty: 3094.366699
	Iteration 15Q: 3 clusters Score -1276371 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1276469.000000 Penalty: 3094.366699
	Iteration 16Q: 3 clusters Score -1276469 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1276562.500000 Penalty: 3094.366699
	Iteration 17Q: 3 clusters Score -1276562 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1276646.750000 Penalty: 3094.366699
	Iteration 18Q: 3 clusters Score -1276647 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1276728.875000 Penalty: 3094.366699
	Iteration 19Q: 3 clusters Score -1276729 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1276808.875000 Penalty: 3094.366699
	Iteration 20F: 3 clusters Score -1276809 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1276875.750000 Penalty: 3094.366699
	Iteration 21Q: 3 clusters Score -1276876 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1276941.125000 Penalty: 3094.366699
	Iteration 22Q: 3 clusters Score -1276941 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1276986.750000 Penalty: 3094.366699
	Iteration 23Q: 3 clusters Score -1276987 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1277027.750000 Penalty: 3094.366699
	Iteration 24Q: 3 clusters Score -1277028 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1277081.375000 Penalty: 3094.366699
	Iteration 25Q: 3 clusters Score -1277081 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1277128.500000 Penalty: 3094.366699
	Iteration 26Q: 3 clusters Score -1277128 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1277164.625000 Penalty: 3094.366699
	Iteration 27Q: 3 clusters Score -1277165 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1277185.375000 Penalty: 3094.366699
	Iteration 28Q: 3 clusters Score -1277185 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1277194.125000 Penalty: 3094.366699
	Iteration 29Q: 3 clusters Score -1277194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1277208.000000 Penalty: 3094.366699
	Iteration 30Q: 3 clusters Score -1277208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1277214.625000 Penalty: 3094.366699
	Iteration 31Q: 3 clusters Score -1277215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1277220.875000 Penalty: 3094.366699
	Iteration 32Q: 3 clusters Score -1277221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1277222.500000 Penalty: 3094.366699
	Iteration 33Q: 3 clusters Score -1277222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1277224.125000 Penalty: 3094.366699
	Iteration 34Q: 3 clusters Score -1277224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1277226.625000 Penalty: 3094.366699
	Iteration 35Q: 3 clusters Score -1277227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1277231.125000 Penalty: 3094.366699
	Iteration 36Q: 3 clusters Score -1277231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1277233.750000 Penalty: 3094.366699
	Iteration 37Q: 3 clusters Score -1277234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1277236.000000 Penalty: 3094.366699
	Iteration 38Q: 3 clusters Score -1277236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1277234.000000 Penalty: 3094.366699
	Iteration 39Q: 3 clusters Score -1277234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1277235.500000 Penalty: 3094.366699
	Iteration 40F: 3 clusters Score -1277236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1277236.250000 Penalty: 3094.366699
	Iteration 41Q: 3 clusters Score -1277236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1277239.125000 Penalty: 3094.366699
	Iteration 42Q: 3 clusters Score -1277239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1277240.125000 Penalty: 3094.366699
	Iteration 43Q: 3 clusters Score -1277240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1277241.625000 Penalty: 3094.366699
	Iteration 44Q: 3 clusters Score -1277242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1277245.750000 Penalty: 3094.366699
	Iteration 45Q: 3 clusters Score -1277246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1277243.750000 Penalty: 3094.366699
	Iteration 46Q: 3 clusters Score -1277244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1277243.250000 Penalty: 3094.366699
	Iteration 47Q: 3 clusters Score -1277243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1277244.750000 Penalty: 3094.366699
	Iteration 48Q: 3 clusters Score -1277245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1277246.000000 Penalty: 3094.366699
	Iteration 49Q: 3 clusters Score -1277246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1277247.625000 Penalty: 3094.366699
	Iteration 50Q: 3 clusters Score -1277248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1277246.000000 Penalty: 3094.366699
	Iteration 51Q: 3 clusters Score -1277246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1277246.375000 Penalty: 3094.366699
	Iteration 52Q: 3 clusters Score -1277246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1277242.875000 Penalty: 3094.366699
	Iteration 53Q: 3 clusters Score -1277243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1277246.500000 Penalty: 3094.366699
	Iteration 54Q: 3 clusters Score -1277246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1277246.250000 Penalty: 3094.366699
	Iteration 55Q: 3 clusters Score -1277246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1277244.625000 Penalty: 3094.366699
	Iteration 56Q: 3 clusters Score -1277245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1277246.250000 Penalty: 3094.366699
	Iteration 57Q: 3 clusters Score -1277246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1277245.875000 Penalty: 3094.366699
	Iteration 58Q: 3 clusters Score -1277246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1277248.250000 Penalty: 3094.366699
	Iteration 59Q: 3 clusters Score -1277248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1277248.125000 Penalty: 3094.366699
	Iteration 60F: 3 clusters Score -1277248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1277252.125000 Penalty: 3094.366699
	Iteration 61Q: 3 clusters Score -1277252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1277255.250000 Penalty: 3094.366699
	Iteration 62Q: 3 clusters Score -1277255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1277254.250000 Penalty: 3094.366699
	Iteration 63Q: 3 clusters Score -1277254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1277255.500000 Penalty: 3094.366699
	Iteration 64Q: 3 clusters Score -1277256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1277254.625000 Penalty: 3094.366699
	Iteration 65Q: 3 clusters Score -1277255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1277252.500000 Penalty: 3094.366699
	Iteration 66Q: 3 clusters Score -1277252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1277252.375000 Penalty: 3094.366699
	Iteration 67Q: 3 clusters Score -1277252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1277252.375000 Penalty: 3094.366699
	Iteration 68F: 3 clusters Score -1277252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Entering Unmasked Estep 
Score: -7580955.000000 Penalty: 1827.566162
	Iteration 0F: 2 clusters Score -7580955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -7530215.500000 Penalty: 3655.132324
	Iteration 0F: 3 clusters Score -7530216 nChanged 36285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -7551048.000000 Penalty: 3655.132324
	Iteration 1F: 3 clusters Score -7551048 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -7551607.500000 Penalty: 3655.132324
	Iteration 2Q: 3 clusters Score -7551608 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -7552284.500000 Penalty: 3655.132324
	Iteration 3Q: 3 clusters Score -7552284 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -7553312.500000 Penalty: 3655.132324
	Iteration 4Q: 3 clusters Score -7553312 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -7554917.000000 Penalty: 3655.132324
	Iteration 5Q: 3 clusters Score -7554917 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -7557450.000000 Penalty: 3655.132324
	Iteration 6F: 3 clusters Score -7557450 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -7560953.500000 Penalty: 3655.132324
	Iteration 7F: 3 clusters Score -7560954 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -7564378.000000 Penalty: 3655.132324
	Iteration 8F: 3 clusters Score -7564378 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -7566184.000000 Penalty: 3655.132324
	Iteration 9Q: 3 clusters Score -7566184 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -7566795.500000 Penalty: 3655.132324
	Iteration 10Q: 3 clusters Score -7566796 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -7567161.500000 Penalty: 3655.132324
	Iteration 11Q: 3 clusters Score -7567162 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -7567403.500000 Penalty: 3655.132324
	Iteration 12Q: 3 clusters Score -7567404 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -7567651.000000 Penalty: 3655.132324
	Iteration 13Q: 3 clusters Score -7567651 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -7567919.000000 Penalty: 3655.132324
	Iteration 14Q: 3 clusters Score -7567919 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -7568257.500000 Penalty: 3655.132324
	Iteration 15Q: 3 clusters Score -7568258 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -7568621.500000 Penalty: 3655.132324
	Iteration 16Q: 3 clusters Score -7568622 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 57589 members 
Entering Unmasked Estep 
Score: -7569023.500000 Penalty: 3655.132324
	Iteration 17Q: 3 clusters Score -7569024 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -7569457.000000 Penalty: 3655.132324
	Iteration 18Q: 3 clusters Score -7569457 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -7569940.000000 Penalty: 3655.132324
	Iteration 19Q: 3 clusters Score -7569940 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -7570522.500000 Penalty: 3655.132324
	Iteration 20F: 3 clusters Score -7570522 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -7571147.500000 Penalty: 3655.132324
	Iteration 21Q: 3 clusters Score -7571148 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -7571810.500000 Penalty: 3655.132324
	Iteration 22Q: 3 clusters Score -7571810 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -7572465.500000 Penalty: 3655.132324
	Iteration 23Q: 3 clusters Score -7572466 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -7573108.000000 Penalty: 3655.132324
	Iteration 24Q: 3 clusters Score -7573108 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -7573786.000000 Penalty: 3655.132324
	Iteration 25Q: 3 clusters Score -7573786 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 69900 members 
Entering Unmasked Estep 
Score: -7574546.500000 Penalty: 3655.132324
	Iteration 26Q: 3 clusters Score -7574546 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -7575294.000000 Penalty: 3655.132324
	Iteration 27Q: 3 clusters Score -7575294 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -7576010.000000 Penalty: 3655.132324
	Iteration 28Q: 3 clusters Score -7576010 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -7576675.000000 Penalty: 3655.132324
	Iteration 29Q: 3 clusters Score -7576675 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -7577222.000000 Penalty: 3655.132324
	Iteration 30Q: 3 clusters Score -7577222 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -7577772.000000 Penalty: 3655.132324
	Iteration 31Q: 3 clusters Score -7577772 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -7578224.500000 Penalty: 3655.132324
	Iteration 32Q: 3 clusters Score -7578224 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -7578577.000000 Penalty: 3655.132324
	Iteration 33Q: 3 clusters Score -7578577 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -7578858.000000 Penalty: 3655.132324
	Iteration 34Q: 3 clusters Score -7578858 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -7578999.500000 Penalty: 3655.132324
	Iteration 35Q: 3 clusters Score -7579000 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -7579104.000000 Penalty: 3655.132324
	Iteration 36Q: 3 clusters Score -7579104 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -7579155.000000 Penalty: 3655.132324
	Iteration 37Q: 3 clusters Score -7579155 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -7579203.500000 Penalty: 3655.132324
	Iteration 38Q: 3 clusters Score -7579204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -7579232.000000 Penalty: 3655.132324
	Iteration 39Q: 3 clusters Score -7579232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -7579257.500000 Penalty: 3655.132324
	Iteration 40F: 3 clusters Score -7579258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -7579270.000000 Penalty: 3655.132324
	Iteration 41Q: 3 clusters Score -7579270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -7579285.000000 Penalty: 3655.132324
	Iteration 42Q: 3 clusters Score -7579285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -7579302.000000 Penalty: 3655.132324
	Iteration 43Q: 3 clusters Score -7579302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 76335 members 
Entering Unmasked Estep 
Score: -7579306.500000 Penalty: 3655.132324
	Iteration 44Q: 3 clusters Score -7579306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -7579310.500000 Penalty: 3655.132324
	Iteration 45Q: 3 clusters Score -7579310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -7579315.000000 Penalty: 3655.132324
	Iteration 46Q: 3 clusters Score -7579315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -7579325.000000 Penalty: 3655.132324
	Iteration 47Q: 3 clusters Score -7579325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -7579327.000000 Penalty: 3655.132324
	Iteration 48Q: 3 clusters Score -7579327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -7579324.500000 Penalty: 3655.132324
	Iteration 49Q: 3 clusters Score -7579324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -7579324.500000 Penalty: 3655.132324
	Iteration 50F: 3 clusters Score -7579324 nChanged 0
--- Evaluating fit on full set of 1782525 points ---
Entering Unmasked Estep 
Score: -161491984.000000 Penalty: 49117.960938
23->22 Clusters: Score -161491984.000000, best is -161493104.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 594175 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 25895 members 
Mstep: Class 3 contains 25903 members 
Mstep: Class 4 contains 25858 members 
Mstep: Class 5 contains 25768 members 
Mstep: Class 6 contains 25804 members 
Mstep: Class 7 contains 25892 members 
Mstep: Class 8 contains 25754 members 
Mstep: Class 9 contains 25798 members 
Mstep: Class 10 contains 26092 members 
Mstep: Class 11 contains 25871 members 
Mstep: Class 12 contains 25750 members 
Mstep: Class 13 contains 25792 members 
Mstep: Class 14 contains 25703 members 
Mstep: Class 15 contains 25608 members 
Mstep: Class 16 contains 25811 members 
Mstep: Class 17 contains 26019 members 
Mstep: Class 18 contains 25983 members 
Mstep: Class 19 contains 25628 members 
Mstep: Class 20 contains 25700 members 
Mstep: Class 21 contains 25878 members 
Mstep: Class 22 contains 26093 members 
Mstep: Class 23 contains 25796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 581.487061 but Gain 2160.429688
Score: -50815996.000000 Penalty: 47529.371094
Iteration 0F: 23 clusters Score -5.0816e+07 nChanged 564058
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 26272 members 
Mstep: Class 3 contains 43713 members 
Mstep: Class 4 contains 26804 members 
Mstep: Class 5 contains 17825 members 
Mstep: Class 6 contains 14695 members 
Mstep: Class 7 contains 25723 members 
Mstep: Class 8 contains 20707 members 
Mstep: Class 9 contains 20012 members 
Mstep: Class 10 contains 39539 members 
Mstep: Class 11 contains 20544 members 
Mstep: Class 12 contains 26939 members 
Mstep: Class 13 contains 20299 members 
Mstep: Class 14 contains 32133 members 
Mstep: Class 15 contains 12532 members 
Mstep: Class 16 contains 12960 members 
Mstep: Class 17 contains 37250 members 
Mstep: Class 18 contains 25151 members 
Mstep: Class 19 contains 15632 members 
Mstep: Class 21 contains 28014 members 
Mstep: Class 22 contains 21646 members 
Mstep: Class 23 contains 70414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52361648.000000 Penalty: 47529.371094
Iteration 1F: 23 clusters Score -5.236165e+07 nChanged 213232
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 32584 members 
Mstep: Class 3 contains 57672 members 
Mstep: Class 4 contains 16866 members 
Mstep: Class 5 contains 12467 members 
Mstep: Class 6 contains 9822 members 
Mstep: Class 7 contains 21019 members 
Mstep: Class 8 contains 20384 members 
Mstep: Class 9 contains 17399 members 
Mstep: Class 10 contains 48979 members 
Mstep: Class 11 contains 15296 members 
Mstep: Class 12 contains 25078 members 
Mstep: Class 13 contains 16103 members 
Mstep: Class 14 contains 30888 members 
Mstep: Class 15 contains 7991 members 
Mstep: Class 16 contains 10319 members 
Mstep: Class 17 contains 44036 members 
Mstep: Class 18 contains 22886 members 
Mstep: Class 19 contains 11460 members 
Mstep: Class 21 contains 28947 members 
Mstep: Class 22 contains 19868 members 
Mstep: Class 23 contains 88294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52835572.000000 Penalty: 47529.371094
Iteration 2F: 23 clusters Score -5.283557e+07 nChanged 164871
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 42303 members 
Mstep: Class 3 contains 60249 members 
Mstep: Class 4 contains 10796 members 
Mstep: Class 5 contains 9626 members 
Mstep: Class 6 contains 7406 members 
Mstep: Class 7 contains 18802 members 
Mstep: Class 8 contains 20201 members 
Mstep: Class 9 contains 15123 members 
Mstep: Class 10 contains 40892 members 
Mstep: Class 11 contains 11478 members 
Mstep: Class 12 contains 20788 members 
Mstep: Class 13 contains 14517 members 
Mstep: Class 14 contains 33046 members 
Mstep: Class 15 contains 7902 members 
Mstep: Class 16 contains 9417 members 
Mstep: Class 17 contains 38228 members 
Mstep: Class 18 contains 20256 members 
Mstep: Class 19 contains 6989 members 
Mstep: Class 21 contains 33238 members 
Mstep: Class 22 contains 22715 members 
Mstep: Class 23 contains 119725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53147776.000000 Penalty: 47529.371094
Iteration 3F: 23 clusters Score -5.314778e+07 nChanged 138141
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 59369 members 
Mstep: Class 3 contains 49559 members 
Mstep: Class 4 contains 7245 members 
Mstep: Class 5 contains 6274 members 
Mstep: Class 6 contains 5741 members 
Mstep: Class 7 contains 16054 members 
Mstep: Class 8 contains 21129 members 
Mstep: Class 9 contains 10980 members 
Mstep: Class 10 contains 25421 members 
Mstep: Class 11 contains 8303 members 
Mstep: Class 12 contains 18461 members 
Mstep: Class 13 contains 12715 members 
Mstep: Class 14 contains 42043 members 
Mstep: Class 15 contains 8812 members 
Mstep: Class 16 contains 10075 members 
Mstep: Class 17 contains 27480 members 
Mstep: Class 18 contains 14167 members 
Mstep: Class 19 contains 3998 members 
Mstep: Class 21 contains 39028 members 
Mstep: Class 22 contains 25509 members 
Mstep: Class 23 contains 154034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53353492.000000 Penalty: 47529.371094
Iteration 4F: 23 clusters Score -5.335349e+07 nChanged 110187
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 77022 members 
Mstep: Class 3 contains 34991 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 3653 members 
Mstep: Class 6 contains 4758 members 
Mstep: Class 7 contains 12103 members 
Mstep: Class 8 contains 21583 members 
Mstep: Class 9 contains 6238 members 
Mstep: Class 10 contains 14293 members 
Mstep: Class 11 contains 6309 members 
Mstep: Class 12 contains 14416 members 
Mstep: Class 13 contains 10816 members 
Mstep: Class 14 contains 51201 members 
Mstep: Class 15 contains 9281 members 
Mstep: Class 16 contains 10650 members 
Mstep: Class 17 contains 19633 members 
Mstep: Class 18 contains 7597 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 21 contains 43742 members 
Mstep: Class 22 contains 27459 members 
Mstep: Class 23 contains 183040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53476412.000000 Penalty: 47529.371094
Iteration 5F: 23 clusters Score -5.347641e+07 nChanged 81128
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 91419 members 
Mstep: Class 3 contains 23347 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 2550 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 7 contains 8847 members 
Mstep: Class 8 contains 21430 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 8458 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 9984 members 
Mstep: Class 13 contains 8608 members 
Mstep: Class 14 contains 58144 members 
Mstep: Class 15 contains 9340 members 
Mstep: Class 16 contains 10697 members 
Mstep: Class 17 contains 13969 members 
Mstep: Class 18 contains 3389 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 21 contains 45236 members 
Mstep: Class 22 contains 30453 members 
Mstep: Class 23 contains 202005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1414.204346 but Gain 2160.425781
Score: -53553268.000000 Penalty: 45368.945312
Iteration 6F: 22 clusters Score -5.355327e+07 nChanged 61255
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 102292 members 
Mstep: Class 3 contains 15498 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 4589 members 
Mstep: Class 7 contains 6945 members 
Mstep: Class 8 contains 21111 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 6893 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 62158 members 
Mstep: Class 15 contains 9225 members 
Mstep: Class 16 contains 10313 members 
Mstep: Class 17 contains 9510 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 21 contains 44723 members 
Mstep: Class 22 contains 35029 members 
Mstep: Class 23 contains 212400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1690.907349 but Gain 2160.425781
Score: -53607516.000000 Penalty: 43208.519531
Iteration 7F: 21 clusters Score -5.360752e+07 nChanged 46106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 109617 members 
Mstep: Class 3 contains 11000 members 
Mstep: Class 4 contains 1648 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 6 contains 5216 members 
Mstep: Class 7 contains 5926 members 
Mstep: Class 8 contains 20651 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 4234 members 
Mstep: Class 12 contains 4896 members 
Mstep: Class 13 contains 4984 members 
Mstep: Class 14 contains 63108 members 
Mstep: Class 15 contains 9109 members 
Mstep: Class 16 contains 9634 members 
Mstep: Class 17 contains 6181 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 21 contains 43614 members 
Mstep: Class 22 contains 39235 members 
Mstep: Class 23 contains 217648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2071.665771 but Gain 2160.425781
Score: -53647020.000000 Penalty: 41048.093750
Iteration 8F: 20 clusters Score -5.364702e+07 nChanged 36223
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 113907 members 
Mstep: Class 3 contains 8684 members 
Mstep: Class 5 contains 3458 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 5562 members 
Mstep: Class 8 contains 20164 members 
Mstep: Class 10 contains 1967 members 
Mstep: Class 11 contains 4358 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 61394 members 
Mstep: Class 15 contains 8929 members 
Mstep: Class 16 contains 8778 members 
Mstep: Class 17 contains 3989 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 21 contains 42593 members 
Mstep: Class 22 contains 42614 members 
Mstep: Class 23 contains 221974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53676596.000000 Penalty: 41048.093750
Iteration 9F: 20 clusters Score -5.36766e+07 nChanged 27822
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 116129 members 
Mstep: Class 3 contains 7654 members 
Mstep: Class 5 contains 3637 members 
Mstep: Class 6 contains 8472 members 
Mstep: Class 7 contains 5787 members 
Mstep: Class 8 contains 19587 members 
Mstep: Class 10 contains 1489 members 
Mstep: Class 11 contains 4501 members 
Mstep: Class 12 contains 2623 members 
Mstep: Class 13 contains 3566 members 
Mstep: Class 14 contains 57267 members 
Mstep: Class 15 contains 8882 members 
Mstep: Class 16 contains 7927 members 
Mstep: Class 17 contains 2587 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 21 contains 41280 members 
Mstep: Class 22 contains 44979 members 
Mstep: Class 23 contains 226536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53696956.000000 Penalty: 41048.093750
Iteration 10Q: 20 clusters Score -5.369696e+07 nChanged 22318
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 117081 members 
Mstep: Class 3 contains 7288 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 9780 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 19150 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 4726 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 3434 members 
Mstep: Class 14 contains 51792 members 
Mstep: Class 15 contains 8940 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 19 contains 2923 members 
Mstep: Class 21 contains 40268 members 
Mstep: Class 22 contains 46352 members 
Mstep: Class 23 contains 231741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1930.580811 but Gain 2160.425781
Score: -53710772.000000 Penalty: 38887.667969
Iteration 11Q: 19 clusters Score -5.371077e+07 nChanged 19867
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 117315 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 5 contains 3396 members 
Mstep: Class 6 contains 10749 members 
Mstep: Class 7 contains 7153 members 
Mstep: Class 8 contains 18839 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 13 contains 3667 members 
Mstep: Class 14 contains 46186 members 
Mstep: Class 15 contains 9003 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 19 contains 3055 members 
Mstep: Class 21 contains 39644 members 
Mstep: Class 22 contains 47052 members 
Mstep: Class 23 contains 238229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53721676.000000 Penalty: 38887.667969
Iteration 12Q: 19 clusters Score -5.372168e+07 nChanged 15241
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 117194 members 
Mstep: Class 3 contains 7261 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 11464 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 18605 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 5105 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 40491 members 
Mstep: Class 15 contains 9018 members 
Mstep: Class 16 contains 6708 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 21 contains 39276 members 
Mstep: Class 22 contains 47501 members 
Mstep: Class 23 contains 242515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53728896.000000 Penalty: 38887.667969
Iteration 13Q: 19 clusters Score -5.37289e+07 nChanged 13633
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 116885 members 
Mstep: Class 3 contains 7415 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 18336 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 5369 members 
Mstep: Class 13 contains 4273 members 
Mstep: Class 14 contains 35224 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 7051 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 21 contains 38954 members 
Mstep: Class 22 contains 47903 members 
Mstep: Class 23 contains 246136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53735560.000000 Penalty: 38887.667969
Iteration 14Q: 19 clusters Score -5.373556e+07 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 116335 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 5 contains 2934 members 
Mstep: Class 6 contains 12408 members 
Mstep: Class 7 contains 9249 members 
Mstep: Class 8 contains 18017 members 
Mstep: Class 10 contains 1582 members 
Mstep: Class 11 contains 5743 members 
Mstep: Class 13 contains 4616 members 
Mstep: Class 14 contains 30593 members 
Mstep: Class 15 contains 8887 members 
Mstep: Class 16 contains 7737 members 
Mstep: Class 17 contains 1063 members 
Mstep: Class 19 contains 3464 members 
Mstep: Class 21 contains 38672 members 
Mstep: Class 22 contains 48259 members 
Mstep: Class 23 contains 248981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53741824.000000 Penalty: 38887.667969
Iteration 15Q: 19 clusters Score -5.374182e+07 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 115686 members 
Mstep: Class 3 contains 8451 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 9756 members 
Mstep: Class 8 contains 17664 members 
Mstep: Class 10 contains 1715 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 26442 members 
Mstep: Class 15 contains 8699 members 
Mstep: Class 16 contains 8549 members 
Mstep: Class 17 contains 1038 members 
Mstep: Class 19 contains 3697 members 
Mstep: Class 21 contains 38317 members 
Mstep: Class 22 contains 48667 members 
Mstep: Class 23 contains 251263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53747320.000000 Penalty: 38887.667969
Iteration 16Q: 19 clusters Score -5.374732e+07 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 115126 members 
Mstep: Class 3 contains 8829 members 
Mstep: Class 5 contains 2805 members 
Mstep: Class 6 contains 12949 members 
Mstep: Class 7 contains 10169 members 
Mstep: Class 8 contains 17324 members 
Mstep: Class 10 contains 1823 members 
Mstep: Class 11 contains 6737 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 22866 members 
Mstep: Class 15 contains 8458 members 
Mstep: Class 16 contains 9265 members 
Mstep: Class 17 contains 1029 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 21 contains 37958 members 
Mstep: Class 22 contains 49078 members 
Mstep: Class 23 contains 252927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53752264.000000 Penalty: 38887.667969
Iteration 17Q: 19 clusters Score -5.375226e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 114801 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 13159 members 
Mstep: Class 7 contains 10508 members 
Mstep: Class 8 contains 17052 members 
Mstep: Class 10 contains 1901 members 
Mstep: Class 11 contains 7200 members 
Mstep: Class 13 contains 5403 members 
Mstep: Class 14 contains 19842 members 
Mstep: Class 15 contains 8198 members 
Mstep: Class 16 contains 9840 members 
Mstep: Class 17 contains 1042 members 
Mstep: Class 19 contains 4206 members 
Mstep: Class 21 contains 37566 members 
Mstep: Class 22 contains 49494 members 
Mstep: Class 23 contains 254179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53755672.000000 Penalty: 38887.667969
Iteration 18Q: 19 clusters Score -5.375567e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 114629 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 5 contains 2638 members 
Mstep: Class 6 contains 13298 members 
Mstep: Class 7 contains 10808 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 10 contains 1982 members 
Mstep: Class 11 contains 7605 members 
Mstep: Class 13 contains 5545 members 
Mstep: Class 14 contains 17294 members 
Mstep: Class 15 contains 7972 members 
Mstep: Class 16 contains 10257 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 21 contains 37151 members 
Mstep: Class 22 contains 49938 members 
Mstep: Class 23 contains 255040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53758520.000000 Penalty: 38887.667969
Iteration 19Q: 19 clusters Score -5.375852e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 114528 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 11044 members 
Mstep: Class 8 contains 16781 members 
Mstep: Class 10 contains 2047 members 
Mstep: Class 11 contains 7956 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 15071 members 
Mstep: Class 15 contains 7736 members 
Mstep: Class 16 contains 10522 members 
Mstep: Class 17 contains 1067 members 
Mstep: Class 19 contains 4581 members 
Mstep: Class 21 contains 36680 members 
Mstep: Class 22 contains 50397 members 
Mstep: Class 23 contains 255775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53765148.000000 Penalty: 38887.667969
Iteration 20F: 19 clusters Score -5.376515e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 113903 members 
Mstep: Class 3 contains 9220 members 
Mstep: Class 5 contains 2661 members 
Mstep: Class 6 contains 13440 members 
Mstep: Class 7 contains 11437 members 
Mstep: Class 8 contains 15886 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 8972 members 
Mstep: Class 13 contains 5837 members 
Mstep: Class 14 contains 13184 members 
Mstep: Class 15 contains 7514 members 
Mstep: Class 16 contains 10731 members 
Mstep: Class 17 contains 1089 members 
Mstep: Class 19 contains 5119 members 
Mstep: Class 21 contains 36177 members 
Mstep: Class 22 contains 50882 members 
Mstep: Class 23 contains 255470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53771064.000000 Penalty: 38887.667969
Iteration 21Q: 19 clusters Score -5.377106e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 113439 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 13475 members 
Mstep: Class 7 contains 11804 members 
Mstep: Class 8 contains 14915 members 
Mstep: Class 10 contains 2649 members 
Mstep: Class 11 contains 10133 members 
Mstep: Class 13 contains 5993 members 
Mstep: Class 14 contains 11566 members 
Mstep: Class 15 contains 7240 members 
Mstep: Class 16 contains 10916 members 
Mstep: Class 17 contains 1112 members 
Mstep: Class 19 contains 5479 members 
Mstep: Class 21 contains 35623 members 
Mstep: Class 22 contains 51404 members 
Mstep: Class 23 contains 254972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53776232.000000 Penalty: 38887.667969
Iteration 22Q: 19 clusters Score -5.377623e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 113096 members 
Mstep: Class 3 contains 9318 members 
Mstep: Class 5 contains 2905 members 
Mstep: Class 6 contains 13533 members 
Mstep: Class 7 contains 12164 members 
Mstep: Class 8 contains 13963 members 
Mstep: Class 10 contains 2880 members 
Mstep: Class 11 contains 11321 members 
Mstep: Class 13 contains 6139 members 
Mstep: Class 14 contains 10134 members 
Mstep: Class 15 contains 7009 members 
Mstep: Class 16 contains 11065 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 21 contains 34997 members 
Mstep: Class 22 contains 52012 members 
Mstep: Class 23 contains 254401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53779876.000000 Penalty: 38887.667969
Iteration 23Q: 19 clusters Score -5.377988e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 112868 members 
Mstep: Class 3 contains 9263 members 
Mstep: Class 5 contains 2957 members 
Mstep: Class 6 contains 13573 members 
Mstep: Class 7 contains 12392 members 
Mstep: Class 8 contains 13381 members 
Mstep: Class 10 contains 3057 members 
Mstep: Class 11 contains 12179 members 
Mstep: Class 13 contains 6227 members 
Mstep: Class 14 contains 8853 members 
Mstep: Class 15 contains 6824 members 
Mstep: Class 16 contains 11192 members 
Mstep: Class 17 contains 1170 members 
Mstep: Class 19 contains 5751 members 
Mstep: Class 21 contains 34305 members 
Mstep: Class 22 contains 52646 members 
Mstep: Class 23 contains 253885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53782792.000000 Penalty: 38887.667969
Iteration 24Q: 19 clusters Score -5.378279e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 112696 members 
Mstep: Class 3 contains 9192 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 13638 members 
Mstep: Class 7 contains 12583 members 
Mstep: Class 8 contains 13022 members 
Mstep: Class 10 contains 3202 members 
Mstep: Class 11 contains 12740 members 
Mstep: Class 13 contains 6276 members 
Mstep: Class 14 contains 7756 members 
Mstep: Class 15 contains 6665 members 
Mstep: Class 16 contains 11325 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 19 contains 5857 members 
Mstep: Class 21 contains 33540 members 
Mstep: Class 22 contains 53347 members 
Mstep: Class 23 contains 253230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53784772.000000 Penalty: 38887.667969
Iteration 25Q: 19 clusters Score -5.378477e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 112574 members 
Mstep: Class 3 contains 9107 members 
Mstep: Class 5 contains 3014 members 
Mstep: Class 6 contains 13699 members 
Mstep: Class 7 contains 12703 members 
Mstep: Class 8 contains 12749 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 13169 members 
Mstep: Class 13 contains 6296 members 
Mstep: Class 14 contains 6804 members 
Mstep: Class 15 contains 6592 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 19 contains 5900 members 
Mstep: Class 21 contains 32674 members 
Mstep: Class 22 contains 54147 members 
Mstep: Class 23 contains 252465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53786384.000000 Penalty: 38887.667969
Iteration 26Q: 19 clusters Score -5.378638e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 112496 members 
Mstep: Class 3 contains 9003 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 13727 members 
Mstep: Class 7 contains 12780 members 
Mstep: Class 8 contains 12508 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 13519 members 
Mstep: Class 13 contains 6330 members 
Mstep: Class 14 contains 6033 members 
Mstep: Class 15 contains 6531 members 
Mstep: Class 16 contains 11501 members 
Mstep: Class 17 contains 1237 members 
Mstep: Class 19 contains 5941 members 
Mstep: Class 21 contains 31735 members 
Mstep: Class 22 contains 55072 members 
Mstep: Class 23 contains 251456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53787992.000000 Penalty: 38887.667969
Iteration 27Q: 19 clusters Score -5.378799e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 112443 members 
Mstep: Class 3 contains 8904 members 
Mstep: Class 5 contains 2966 members 
Mstep: Class 6 contains 13728 members 
Mstep: Class 7 contains 12843 members 
Mstep: Class 8 contains 12277 members 
Mstep: Class 10 contains 3490 members 
Mstep: Class 11 contains 13794 members 
Mstep: Class 13 contains 6364 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 6473 members 
Mstep: Class 16 contains 11560 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 21 contains 30712 members 
Mstep: Class 22 contains 56123 members 
Mstep: Class 23 contains 250360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53789608.000000 Penalty: 38887.667969
Iteration 28Q: 19 clusters Score -5.378961e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 112397 members 
Mstep: Class 3 contains 8808 members 
Mstep: Class 5 contains 2943 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 12881 members 
Mstep: Class 8 contains 12071 members 
Mstep: Class 10 contains 3542 members 
Mstep: Class 11 contains 14010 members 
Mstep: Class 13 contains 6378 members 
Mstep: Class 14 contains 4721 members 
Mstep: Class 15 contains 6441 members 
Mstep: Class 16 contains 11639 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 19 contains 5998 members 
Mstep: Class 21 contains 29615 members 
Mstep: Class 22 contains 57258 members 
Mstep: Class 23 contains 249241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53791424.000000 Penalty: 38887.667969
Iteration 29Q: 19 clusters Score -5.379142e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 112326 members 
Mstep: Class 3 contains 8751 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 13713 members 
Mstep: Class 7 contains 12932 members 
Mstep: Class 8 contains 11892 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 14197 members 
Mstep: Class 13 contains 6395 members 
Mstep: Class 14 contains 4144 members 
Mstep: Class 15 contains 6406 members 
Mstep: Class 16 contains 11704 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 19 contains 6022 members 
Mstep: Class 21 contains 28492 members 
Mstep: Class 22 contains 58453 members 
Mstep: Class 23 contains 248111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53792620.000000 Penalty: 38887.667969
Iteration 30Q: 19 clusters Score -5.379262e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 112256 members 
Mstep: Class 3 contains 8701 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 13710 members 
Mstep: Class 7 contains 12966 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 10 contains 3635 members 
Mstep: Class 11 contains 14386 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 14 contains 3653 members 
Mstep: Class 15 contains 6400 members 
Mstep: Class 16 contains 11746 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 19 contains 6054 members 
Mstep: Class 21 contains 27300 members 
Mstep: Class 22 contains 59720 members 
Mstep: Class 23 contains 247042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53793648.000000 Penalty: 38887.667969
Iteration 31Q: 19 clusters Score -5.379365e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 112191 members 
Mstep: Class 3 contains 8662 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 13713 members 
Mstep: Class 7 contains 12986 members 
Mstep: Class 8 contains 11525 members 
Mstep: Class 10 contains 3670 members 
Mstep: Class 11 contains 14564 members 
Mstep: Class 13 contains 6450 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 11783 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 19 contains 6103 members 
Mstep: Class 21 contains 26007 members 
Mstep: Class 22 contains 61072 members 
Mstep: Class 23 contains 245937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53795000.000000 Penalty: 38887.667969
Iteration 32Q: 19 clusters Score -5.3795e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 112122 members 
Mstep: Class 3 contains 8623 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 13684 members 
Mstep: Class 7 contains 12982 members 
Mstep: Class 8 contains 11377 members 
Mstep: Class 10 contains 3706 members 
Mstep: Class 11 contains 14719 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 11830 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 21 contains 24547 members 
Mstep: Class 22 contains 62584 members 
Mstep: Class 23 contains 244901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53796100.000000 Penalty: 38887.667969
Iteration 33Q: 19 clusters Score -5.37961e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 112061 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 13666 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 11232 members 
Mstep: Class 10 contains 3733 members 
Mstep: Class 11 contains 14860 members 
Mstep: Class 13 contains 6615 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 6434 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 19 contains 6193 members 
Mstep: Class 21 contains 22976 members 
Mstep: Class 22 contains 64204 members 
Mstep: Class 23 contains 243844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53797368.000000 Penalty: 38887.667969
Iteration 34Q: 19 clusters Score -5.379737e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 112006 members 
Mstep: Class 3 contains 8573 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 13606 members 
Mstep: Class 7 contains 12912 members 
Mstep: Class 8 contains 11105 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 14986 members 
Mstep: Class 13 contains 6749 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 6466 members 
Mstep: Class 16 contains 11918 members 
Mstep: Class 17 contains 1475 members 
Mstep: Class 19 contains 6268 members 
Mstep: Class 21 contains 21274 members 
Mstep: Class 22 contains 65989 members 
Mstep: Class 23 contains 242792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53798492.000000 Penalty: 38887.667969
Iteration 35Q: 19 clusters Score -5.379849e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 111963 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 13537 members 
Mstep: Class 7 contains 12851 members 
Mstep: Class 8 contains 11024 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 15096 members 
Mstep: Class 13 contains 6874 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 1507 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 21 contains 19435 members 
Mstep: Class 22 contains 67902 members 
Mstep: Class 23 contains 241819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53799744.000000 Penalty: 38887.667969
Iteration 36Q: 19 clusters Score -5.379974e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 111944 members 
Mstep: Class 3 contains 8553 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 13438 members 
Mstep: Class 7 contains 12788 members 
Mstep: Class 8 contains 10962 members 
Mstep: Class 10 contains 3745 members 
Mstep: Class 11 contains 15232 members 
Mstep: Class 13 contains 6999 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 11956 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 19 contains 6408 members 
Mstep: Class 21 contains 17524 members 
Mstep: Class 22 contains 69892 members 
Mstep: Class 23 contains 240886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53800852.000000 Penalty: 38887.667969
Iteration 37Q: 19 clusters Score -5.380085e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 111927 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 13349 members 
Mstep: Class 7 contains 12700 members 
Mstep: Class 8 contains 10900 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 15343 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 6519 members 
Mstep: Class 16 contains 11973 members 
Mstep: Class 17 contains 1528 members 
Mstep: Class 19 contains 6474 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 71908 members 
Mstep: Class 23 contains 239954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53802044.000000 Penalty: 38887.667969
Iteration 38Q: 19 clusters Score -5.380204e+07 nChanged 3753
Entering ConstructFrom: 
Score: -53802044.000000 Penalty: 38887.667969
Entering ConstructFrom: 
Trying to split cluster 1 (52619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Entering Unmasked Estep 
Score: -4799033.500000 Penalty: 1766.510254
	Iteration 0F: 2 clusters Score -4799034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -4763995.000000 Penalty: 3533.020508
	Iteration 0F: 3 clusters Score -4763995 nChanged 24683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -4778585.500000 Penalty: 3533.020508
	Iteration 1F: 3 clusters Score -4778586 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -4779630.500000 Penalty: 3533.020508
	Iteration 2Q: 3 clusters Score -4779630 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -4781037.000000 Penalty: 3533.020508
	Iteration 3F: 3 clusters Score -4781037 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -4782891.500000 Penalty: 3533.020508
	Iteration 4F: 3 clusters Score -4782892 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -4785089.000000 Penalty: 3533.020508
	Iteration 5F: 3 clusters Score -4785089 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -4787374.000000 Penalty: 3533.020508
	Iteration 6F: 3 clusters Score -4787374 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -4789265.000000 Penalty: 3533.020508
	Iteration 7F: 3 clusters Score -4789265 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -4790565.000000 Penalty: 3533.020508
	Iteration 8Q: 3 clusters Score -4790565 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -4791308.500000 Penalty: 3533.020508
	Iteration 9Q: 3 clusters Score -4791308 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -4791633.500000 Penalty: 3533.020508
	Iteration 10Q: 3 clusters Score -4791634 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -4791797.500000 Penalty: 3533.020508
	Iteration 11Q: 3 clusters Score -4791798 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -4791935.500000 Penalty: 3533.020508
	Iteration 12Q: 3 clusters Score -4791936 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -4792036.000000 Penalty: 3533.020508
	Iteration 13Q: 3 clusters Score -4792036 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -4792119.500000 Penalty: 3533.020508
	Iteration 14Q: 3 clusters Score -4792120 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -4792233.000000 Penalty: 3533.020508
	Iteration 15Q: 3 clusters Score -4792233 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -4792310.500000 Penalty: 3533.020508
	Iteration 16Q: 3 clusters Score -4792310 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -4792417.000000 Penalty: 3533.020508
	Iteration 17Q: 3 clusters Score -4792417 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -4792540.500000 Penalty: 3533.020508
	Iteration 18Q: 3 clusters Score -4792540 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -4792660.000000 Penalty: 3533.020508
	Iteration 19Q: 3 clusters Score -4792660 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -4792715.000000 Penalty: 3533.020508
	Iteration 20F: 3 clusters Score -4792715 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4792816.000000 Penalty: 3533.020508
	Iteration 21Q: 3 clusters Score -4792816 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4792915.000000 Penalty: 3533.020508
	Iteration 22Q: 3 clusters Score -4792915 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -4793014.500000 Penalty: 3533.020508
	Iteration 23Q: 3 clusters Score -4793014 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -4793131.000000 Penalty: 3533.020508
	Iteration 24Q: 3 clusters Score -4793131 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -4793222.000000 Penalty: 3533.020508
	Iteration 25Q: 3 clusters Score -4793222 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -4793283.000000 Penalty: 3533.020508
	Iteration 26Q: 3 clusters Score -4793283 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -4793405.500000 Penalty: 3533.020508
	Iteration 27Q: 3 clusters Score -4793406 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4793530.500000 Penalty: 3533.020508
	Iteration 28Q: 3 clusters Score -4793530 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -4793631.000000 Penalty: 3533.020508
	Iteration 29Q: 3 clusters Score -4793631 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -4793735.000000 Penalty: 3533.020508
	Iteration 30Q: 3 clusters Score -4793735 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4793872.500000 Penalty: 3533.020508
	Iteration 31Q: 3 clusters Score -4793872 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -4793995.000000 Penalty: 3533.020508
	Iteration 32Q: 3 clusters Score -4793995 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4794110.500000 Penalty: 3533.020508
	Iteration 33Q: 3 clusters Score -4794110 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4794194.500000 Penalty: 3533.020508
	Iteration 34Q: 3 clusters Score -4794194 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -4794290.000000 Penalty: 3533.020508
	Iteration 35Q: 3 clusters Score -4794290 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -4794401.500000 Penalty: 3533.020508
	Iteration 36Q: 3 clusters Score -4794402 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4794515.000000 Penalty: 3533.020508
	Iteration 37Q: 3 clusters Score -4794515 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4794598.500000 Penalty: 3533.020508
	Iteration 38Q: 3 clusters Score -4794598 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4794704.500000 Penalty: 3533.020508
	Iteration 39Q: 3 clusters Score -4794704 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -4794775.000000 Penalty: 3533.020508
	Iteration 40F: 3 clusters Score -4794775 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4794904.000000 Penalty: 3533.020508
	Iteration 41Q: 3 clusters Score -4794904 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -4795007.000000 Penalty: 3533.020508
	Iteration 42Q: 3 clusters Score -4795007 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -4795095.500000 Penalty: 3533.020508
	Iteration 43Q: 3 clusters Score -4795096 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -4795200.000000 Penalty: 3533.020508
	Iteration 44Q: 3 clusters Score -4795200 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -4795283.500000 Penalty: 3533.020508
	Iteration 45Q: 3 clusters Score -4795284 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -4795389.500000 Penalty: 3533.020508
	Iteration 46Q: 3 clusters Score -4795390 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -4795496.500000 Penalty: 3533.020508
	Iteration 47Q: 3 clusters Score -4795496 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -4795581.000000 Penalty: 3533.020508
	Iteration 48Q: 3 clusters Score -4795581 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -4795678.000000 Penalty: 3533.020508
	Iteration 49Q: 3 clusters Score -4795678 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -4795800.500000 Penalty: 3533.020508
	Iteration 50Q: 3 clusters Score -4795800 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -4795889.000000 Penalty: 3533.020508
	Iteration 51Q: 3 clusters Score -4795889 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -4795992.500000 Penalty: 3533.020508
	Iteration 52Q: 3 clusters Score -4795992 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -4796109.000000 Penalty: 3533.020508
	Iteration 53Q: 3 clusters Score -4796109 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -4796207.000000 Penalty: 3533.020508
	Iteration 54Q: 3 clusters Score -4796207 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -4796358.000000 Penalty: 3533.020508
	Iteration 55Q: 3 clusters Score -4796358 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -4796476.500000 Penalty: 3533.020508
	Iteration 56Q: 3 clusters Score -4796476 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -4796582.000000 Penalty: 3533.020508
	Iteration 57Q: 3 clusters Score -4796582 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -4796699.500000 Penalty: 3533.020508
	Iteration 58Q: 3 clusters Score -4796700 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -4796825.500000 Penalty: 3533.020508
	Iteration 59Q: 3 clusters Score -4796826 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -4796934.500000 Penalty: 3533.020508
	Iteration 60F: 3 clusters Score -4796934 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -4797036.000000 Penalty: 3533.020508
	Iteration 61Q: 3 clusters Score -4797036 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -4797117.000000 Penalty: 3533.020508
	Iteration 62Q: 3 clusters Score -4797117 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -4797173.500000 Penalty: 3533.020508
	Iteration 63Q: 3 clusters Score -4797174 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -4797222.500000 Penalty: 3533.020508
	Iteration 64Q: 3 clusters Score -4797222 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -4797280.000000 Penalty: 3533.020508
	Iteration 65Q: 3 clusters Score -4797280 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -4797346.000000 Penalty: 3533.020508
	Iteration 66Q: 3 clusters Score -4797346 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -4797379.000000 Penalty: 3533.020508
	Iteration 67Q: 3 clusters Score -4797379 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -4797413.500000 Penalty: 3533.020508
	Iteration 68Q: 3 clusters Score -4797414 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -4797433.500000 Penalty: 3533.020508
	Iteration 69Q: 3 clusters Score -4797434 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -4797467.500000 Penalty: 3533.020508
	Iteration 70Q: 3 clusters Score -4797468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -4797495.000000 Penalty: 3533.020508
	Iteration 71Q: 3 clusters Score -4797495 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -4797522.500000 Penalty: 3533.020508
	Iteration 72Q: 3 clusters Score -4797522 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -4797542.000000 Penalty: 3533.020508
	Iteration 73Q: 3 clusters Score -4797542 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -4797542.000000 Penalty: 3533.020508
	Iteration 74Q: 3 clusters Score -4797542 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -4797547.000000 Penalty: 3533.020508
	Iteration 75Q: 3 clusters Score -4797547 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -4797565.000000 Penalty: 3533.020508
	Iteration 76Q: 3 clusters Score -4797565 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -4797580.500000 Penalty: 3533.020508
	Iteration 77Q: 3 clusters Score -4797580 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -4797596.000000 Penalty: 3533.020508
	Iteration 78Q: 3 clusters Score -4797596 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -4797601.000000 Penalty: 3533.020508
	Iteration 79Q: 3 clusters Score -4797601 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -4797605.000000 Penalty: 3533.020508
	Iteration 80F: 3 clusters Score -4797605 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -4797618.500000 Penalty: 3533.020508
	Iteration 81Q: 3 clusters Score -4797618 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -4797640.000000 Penalty: 3533.020508
	Iteration 82Q: 3 clusters Score -4797640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -4797653.500000 Penalty: 3533.020508
	Iteration 83Q: 3 clusters Score -4797654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -4797663.500000 Penalty: 3533.020508
	Iteration 84Q: 3 clusters Score -4797664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -4797667.500000 Penalty: 3533.020508
	Iteration 85Q: 3 clusters Score -4797668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -4797687.000000 Penalty: 3533.020508
	Iteration 86Q: 3 clusters Score -4797687 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -4797707.000000 Penalty: 3533.020508
	Iteration 87Q: 3 clusters Score -4797707 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -4797724.500000 Penalty: 3533.020508
	Iteration 88Q: 3 clusters Score -4797724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -4797729.500000 Penalty: 3533.020508
	Iteration 89Q: 3 clusters Score -4797730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -4797730.000000 Penalty: 3533.020508
	Iteration 90Q: 3 clusters Score -4797730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -4797748.500000 Penalty: 3533.020508
	Iteration 91Q: 3 clusters Score -4797748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -4797746.000000 Penalty: 3533.020508
	Iteration 92Q: 3 clusters Score -4797746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -4797745.500000 Penalty: 3533.020508
	Iteration 93Q: 3 clusters Score -4797746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -4797762.500000 Penalty: 3533.020508
	Iteration 94Q: 3 clusters Score -4797762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -4797773.000000 Penalty: 3533.020508
	Iteration 95Q: 3 clusters Score -4797773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -4797778.000000 Penalty: 3533.020508
	Iteration 96Q: 3 clusters Score -4797778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -4797789.500000 Penalty: 3533.020508
	Iteration 97Q: 3 clusters Score -4797790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -4797789.500000 Penalty: 3533.020508
	Iteration 98Q: 3 clusters Score -4797790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -4797785.500000 Penalty: 3533.020508
	Iteration 99Q: 3 clusters Score -4797786 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -4797790.500000 Penalty: 3533.020508
	Iteration 100F: 3 clusters Score -4797790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -4797803.500000 Penalty: 3533.020508
	Iteration 101Q: 3 clusters Score -4797804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -4797808.000000 Penalty: 3533.020508
	Iteration 102Q: 3 clusters Score -4797808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4797808 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -4797808.500000 Penalty: 3533.020508
	Iteration 104Q: 3 clusters Score -4797808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -4797804.500000 Penalty: 3533.020508
	Iteration 105Q: 3 clusters Score -4797804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -4797804.500000 Penalty: 3533.020508
	Iteration 106Q: 3 clusters Score -4797804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -4797805.500000 Penalty: 3533.020508
	Iteration 107Q: 3 clusters Score -4797806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -4797807.500000 Penalty: 3533.020508
	Iteration 108Q: 3 clusters Score -4797808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -4797805.000000 Penalty: 3533.020508
	Iteration 109Q: 3 clusters Score -4797805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -4797798.000000 Penalty: 3533.020508
	Iteration 110Q: 3 clusters Score -4797798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -4797798.500000 Penalty: 3533.020508
	Iteration 111Q: 3 clusters Score -4797798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -4797793.000000 Penalty: 3533.020508
	Iteration 112Q: 3 clusters Score -4797793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -4797796.500000 Penalty: 3533.020508
	Iteration 113Q: 3 clusters Score -4797796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -4797794.000000 Penalty: 3533.020508
	Iteration 114Q: 3 clusters Score -4797794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -4797798.500000 Penalty: 3533.020508
	Iteration 115Q: 3 clusters Score -4797798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -4797799.500000 Penalty: 3533.020508
	Iteration 116Q: 3 clusters Score -4797800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -4797804.500000 Penalty: 3533.020508
	Iteration 117Q: 3 clusters Score -4797804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -4797806.000000 Penalty: 3533.020508
	Iteration 118Q: 3 clusters Score -4797806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -4797807.000000 Penalty: 3533.020508
	Iteration 119Q: 3 clusters Score -4797807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -4797813.500000 Penalty: 3533.020508
	Iteration 120F: 3 clusters Score -4797814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -4797816.500000 Penalty: 3533.020508
	Iteration 121Q: 3 clusters Score -4797816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -4797814.500000 Penalty: 3533.020508
	Iteration 122Q: 3 clusters Score -4797814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -4797805.500000 Penalty: 3533.020508
	Iteration 123Q: 3 clusters Score -4797806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -4797804.000000 Penalty: 3533.020508
	Iteration 124Q: 3 clusters Score -4797804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -4797807.000000 Penalty: 3533.020508
	Iteration 125Q: 3 clusters Score -4797807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -4797805.000000 Penalty: 3533.020508
	Iteration 126Q: 3 clusters Score -4797805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -4797803.500000 Penalty: 3533.020508
	Iteration 127Q: 3 clusters Score -4797804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -4797809.000000 Penalty: 3533.020508
	Iteration 128Q: 3 clusters Score -4797809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -4797806.000000 Penalty: 3533.020508
	Iteration 129Q: 3 clusters Score -4797806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -4797801.000000 Penalty: 3533.020508
	Iteration 130Q: 3 clusters Score -4797801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -4797805.500000 Penalty: 3533.020508
	Iteration 131Q: 3 clusters Score -4797806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -4797807.500000 Penalty: 3533.020508
	Iteration 132Q: 3 clusters Score -4797808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -4797807.500000 Penalty: 3533.020508
	Iteration 133Q: 3 clusters Score -4797808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -4797805.000000 Penalty: 3533.020508
	Iteration 134Q: 3 clusters Score -4797805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -4797802.500000 Penalty: 3533.020508
	Iteration 135Q: 3 clusters Score -4797802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -4797804.000000 Penalty: 3533.020508
	Iteration 136Q: 3 clusters Score -4797804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -4797815.000000 Penalty: 3533.020508
	Iteration 137Q: 3 clusters Score -4797815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -4797810.500000 Penalty: 3533.020508
	Iteration 138Q: 3 clusters Score -4797810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -4797811.000000 Penalty: 3533.020508
	Iteration 139Q: 3 clusters Score -4797811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -4797809.000000 Penalty: 3533.020508
	Iteration 140F: 3 clusters Score -4797809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -4797813.000000 Penalty: 3533.020508
	Iteration 141Q: 3 clusters Score -4797813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -4797819.000000 Penalty: 3533.020508
	Iteration 142Q: 3 clusters Score -4797819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -4797812.500000 Penalty: 3533.020508
	Iteration 143Q: 3 clusters Score -4797812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -4797809.000000 Penalty: 3533.020508
	Iteration 144Q: 3 clusters Score -4797809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -4797811.500000 Penalty: 3533.020508
	Iteration 145Q: 3 clusters Score -4797812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -4797809.500000 Penalty: 3533.020508
	Iteration 146Q: 3 clusters Score -4797810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -4797806.500000 Penalty: 3533.020508
	Iteration 147Q: 3 clusters Score -4797806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -4797810.500000 Penalty: 3533.020508
	Iteration 148Q: 3 clusters Score -4797810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -4797813.500000 Penalty: 3533.020508
	Iteration 149Q: 3 clusters Score -4797814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -4797814.500000 Penalty: 3533.020508
	Iteration 150Q: 3 clusters Score -4797814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -4797813.000000 Penalty: 3533.020508
	Iteration 151Q: 3 clusters Score -4797813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -4797813.500000 Penalty: 3533.020508
	Iteration 152Q: 3 clusters Score -4797814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -4797815.500000 Penalty: 3533.020508
	Iteration 153Q: 3 clusters Score -4797816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -4797816.500000 Penalty: 3533.020508
	Iteration 154Q: 3 clusters Score -4797816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -4797822.000000 Penalty: 3533.020508
	Iteration 155Q: 3 clusters Score -4797822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -4797814.500000 Penalty: 3533.020508
	Iteration 156Q: 3 clusters Score -4797814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -4797818.500000 Penalty: 3533.020508
	Iteration 157Q: 3 clusters Score -4797818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -4797821.500000 Penalty: 3533.020508
	Iteration 158Q: 3 clusters Score -4797822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -4797816.500000 Penalty: 3533.020508
	Iteration 159Q: 3 clusters Score -4797816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -4797816.000000 Penalty: 3533.020508
	Iteration 160F: 3 clusters Score -4797816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -4797813.500000 Penalty: 3533.020508
	Iteration 161Q: 3 clusters Score -4797814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -4797817.000000 Penalty: 3533.020508
	Iteration 162Q: 3 clusters Score -4797817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -4797818.500000 Penalty: 3533.020508
	Iteration 163Q: 3 clusters Score -4797818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -4797816.500000 Penalty: 3533.020508
	Iteration 164Q: 3 clusters Score -4797816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -4797816.500000 Penalty: 3533.020508
	Iteration 165Q: 3 clusters Score -4797816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -4797815.500000 Penalty: 3533.020508
	Iteration 166Q: 3 clusters Score -4797816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -4797816.000000 Penalty: 3533.020508
	Iteration 167Q: 3 clusters Score -4797816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -4797815.000000 Penalty: 3533.020508
	Iteration 168Q: 3 clusters Score -4797815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -4797815.000000 Penalty: 3533.020508
	Iteration 169F: 3 clusters Score -4797815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (111906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111906 members 
Entering Unmasked Estep 
Score: -10987431.000000 Penalty: 1889.129883
	Iteration 0F: 2 clusters Score -1.098743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -10920446.000000 Penalty: 3778.259766
	Iteration 0F: 3 clusters Score -1.092045e+07 nChanged 53765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -10951897.000000 Penalty: 3778.259766
	Iteration 1F: 3 clusters Score -1.09519e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -10952722.000000 Penalty: 3778.259766
	Iteration 2Q: 3 clusters Score -1.095272e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -10953775.000000 Penalty: 3778.259766
	Iteration 3Q: 3 clusters Score -1.095378e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -10955874.000000 Penalty: 3778.259766
	Iteration 4Q: 3 clusters Score -1.095587e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -10959338.000000 Penalty: 3778.259766
	Iteration 5F: 3 clusters Score -1.095934e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -10964615.000000 Penalty: 3778.259766
	Iteration 6F: 3 clusters Score -1.096462e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -10970301.000000 Penalty: 3778.259766
	Iteration 7F: 3 clusters Score -1.09703e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98960 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -10975746.000000 Penalty: 3778.259766
	Iteration 8F: 3 clusters Score -1.097575e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103723 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -10979630.000000 Penalty: 3778.259766
	Iteration 9Q: 3 clusters Score -1.097963e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106405 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -10981758.000000 Penalty: 3778.259766
	Iteration 10Q: 3 clusters Score -1.098176e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107909 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -10982979.000000 Penalty: 3778.259766
	Iteration 11Q: 3 clusters Score -1.098298e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108880 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -10983655.000000 Penalty: 3778.259766
	Iteration 12Q: 3 clusters Score -1.098366e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -10984256.000000 Penalty: 3778.259766
	Iteration 13Q: 3 clusters Score -1.098426e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110083 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -10984618.000000 Penalty: 3778.259766
	Iteration 14Q: 3 clusters Score -1.098462e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -10984859.000000 Penalty: 3778.259766
	Iteration 15Q: 3 clusters Score -1.098486e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -10985084.000000 Penalty: 3778.259766
	Iteration 16Q: 3 clusters Score -1.098508e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110927 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10985252.000000 Penalty: 3778.259766
	Iteration 17Q: 3 clusters Score -1.098525e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111058 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10985327.000000 Penalty: 3778.259766
	Iteration 18Q: 3 clusters Score -1.098533e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111145 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10985384.000000 Penalty: 3778.259766
	Iteration 19Q: 3 clusters Score -1.098538e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111200 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10985442.000000 Penalty: 3778.259766
	Iteration 20F: 3 clusters Score -1.098544e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111244 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10985496.000000 Penalty: 3778.259766
	Iteration 21Q: 3 clusters Score -1.09855e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111277 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10985521.000000 Penalty: 3778.259766
	Iteration 22Q: 3 clusters Score -1.098552e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10985546.000000 Penalty: 3778.259766
	Iteration 23Q: 3 clusters Score -1.098555e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111325 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10985548.000000 Penalty: 3778.259766
	Iteration 24Q: 3 clusters Score -1.098555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111344 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10985560.000000 Penalty: 3778.259766
	Iteration 25Q: 3 clusters Score -1.098556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111363 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10985551.000000 Penalty: 3778.259766
	Iteration 26Q: 3 clusters Score -1.098555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111378 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10985566.000000 Penalty: 3778.259766
	Iteration 27Q: 3 clusters Score -1.098557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10985581.000000 Penalty: 3778.259766
	Iteration 28Q: 3 clusters Score -1.098558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111404 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10985598.000000 Penalty: 3778.259766
	Iteration 29Q: 3 clusters Score -1.09856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111413 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10985617.000000 Penalty: 3778.259766
	Iteration 30Q: 3 clusters Score -1.098562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10985633.000000 Penalty: 3778.259766
	Iteration 31Q: 3 clusters Score -1.098563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111429 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10985658.000000 Penalty: 3778.259766
	Iteration 32Q: 3 clusters Score -1.098566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111430 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10985658.000000 Penalty: 3778.259766
	Iteration 33Q: 3 clusters Score -1.098566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111431 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -10985647.000000 Penalty: 3778.259766
	Iteration 34Q: 3 clusters Score -1.098565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111432 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10985645.000000 Penalty: 3778.259766
	Iteration 35Q: 3 clusters Score -1.098564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111432 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10985645.000000 Penalty: 3778.259766
	Iteration 36F: 3 clusters Score -1.098564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Entering Unmasked Estep 
Score: -833868.312500 Penalty: 1471.223999
	Iteration 0F: 2 clusters Score -833868.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -827631.437500 Penalty: 2942.447998
	Iteration 0F: 3 clusters Score -827631.4 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -829696.875000 Penalty: 2942.447998
	Iteration 1F: 3 clusters Score -829696.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -830332.625000 Penalty: 2942.447998
	Iteration 2F: 3 clusters Score -830332.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -831960.562500 Penalty: 2942.447998
	Iteration 3F: 3 clusters Score -831960.6 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -833664.250000 Penalty: 2942.447998
	Iteration 4F: 3 clusters Score -833664.2 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -834996.312500 Penalty: 2942.447998
	Iteration 5F: 3 clusters Score -834996.3 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -835832.187500 Penalty: 2942.447998
	Iteration 6F: 3 clusters Score -835832.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -836230.125000 Penalty: 2942.447998
	Iteration 7Q: 3 clusters Score -836230.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -836431.312500 Penalty: 2942.447998
	Iteration 8Q: 3 clusters Score -836431.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -836506.937500 Penalty: 2942.447998
	Iteration 9Q: 3 clusters Score -836506.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -836543.062500 Penalty: 2942.447998
	Iteration 10Q: 3 clusters Score -836543.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -836565.125000 Penalty: 2942.447998
	Iteration 11Q: 3 clusters Score -836565.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -836579.875000 Penalty: 2942.447998
	Iteration 12Q: 3 clusters Score -836579.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -836588.250000 Penalty: 2942.447998
	Iteration 13Q: 3 clusters Score -836588.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -836598.625000 Penalty: 2942.447998
	Iteration 14Q: 3 clusters Score -836598.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -836603.500000 Penalty: 2942.447998
	Iteration 15Q: 3 clusters Score -836603.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -836610.875000 Penalty: 2942.447998
	Iteration 16Q: 3 clusters Score -836610.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -836610.750000 Penalty: 2942.447998
	Iteration 17Q: 3 clusters Score -836610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -836610.187500 Penalty: 2942.447998
	Iteration 18Q: 3 clusters Score -836610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -836610.187500 Penalty: 2942.447998
	Iteration 19F: 3 clusters Score -836610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 111906 members 
Mstep: Class 3 contains 7038 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 2667 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 12631 members 
Mstep: Class 8 contains 10845 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 15456 members 
Mstep: Class 13 contains 7291 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 6531 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 21 contains 13615 members 
Mstep: Class 22 contains 73959 members 
Mstep: Class 23 contains 239105 members 
Entering Unmasked Estep 
Score: -53805056.000000 Penalty: 41048.093750
Splitting cluster 3 changes total score from -53802044.000000 to -53805056.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -215577.531250 Penalty: 1281.915283
	Iteration 0F: 2 clusters Score -215577.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -213100.812500 Penalty: 2563.830566
	Iteration 0F: 3 clusters Score -213100.8 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -214040.781250 Penalty: 2563.830566
	Iteration 1F: 3 clusters Score -214040.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -214690.718750 Penalty: 2563.830566
	Iteration 2F: 3 clusters Score -214690.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -215210.140625 Penalty: 2563.830566
	Iteration 3F: 3 clusters Score -215210.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -215587.812500 Penalty: 2563.830566
	Iteration 4F: 3 clusters Score -215587.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -215935.093750 Penalty: 2563.830566
	Iteration 5F: 3 clusters Score -215935.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -216240.109375 Penalty: 2563.830566
	Iteration 6F: 3 clusters Score -216240.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -216489.093750 Penalty: 2563.830566
	Iteration 7Q: 3 clusters Score -216489.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -216553.062500 Penalty: 2563.830566
	Iteration 8Q: 3 clusters Score -216553.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -216569.515625 Penalty: 2563.830566
	Iteration 9Q: 3 clusters Score -216569.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -216573.375000 Penalty: 2563.830566
	Iteration 10Q: 3 clusters Score -216573.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -216579.390625 Penalty: 2563.830566
	Iteration 11Q: 3 clusters Score -216579.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -216585.515625 Penalty: 2563.830566
	Iteration 12Q: 3 clusters Score -216585.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -216593.500000 Penalty: 2563.830566
	Iteration 13Q: 3 clusters Score -216593.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -216596.312500 Penalty: 2563.830566
	Iteration 14Q: 3 clusters Score -216596.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -216597.578125 Penalty: 2563.830566
	Iteration 15Q: 3 clusters Score -216597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -216598.468750 Penalty: 2563.830566
	Iteration 16Q: 3 clusters Score -216598.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -216598.546875 Penalty: 2563.830566
	Iteration 17Q: 3 clusters Score -216598.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -216598.656250 Penalty: 2563.830566
	Iteration 18Q: 3 clusters Score -216598.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -216599.750000 Penalty: 2563.830566
	Iteration 19Q: 3 clusters Score -216599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -216599.750000 Penalty: 2563.830566
	Iteration 20F: 3 clusters Score -216599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 111906 members 
Mstep: Class 3 contains 7038 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 12631 members 
Mstep: Class 8 contains 10845 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 15456 members 
Mstep: Class 13 contains 7291 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 6531 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 21 contains 13615 members 
Mstep: Class 22 contains 73959 members 
Mstep: Class 23 contains 239105 members 
Entering Unmasked Estep 
Score: -53805296.000000 Penalty: 43208.519531
Splitting cluster 5 changes total score from -53802044.000000 to -53805296.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 6 (13254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Entering Unmasked Estep 
Score: -1190194.500000 Penalty: 1542.458984
	Iteration 0F: 2 clusters Score -1190194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1180885.875000 Penalty: 3084.917969
	Iteration 0F: 3 clusters Score -1180886 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1184252.125000 Penalty: 3084.917969
	Iteration 1F: 3 clusters Score -1184252 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1184794.500000 Penalty: 3084.917969
	Iteration 2F: 3 clusters Score -1184794 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1185316.625000 Penalty: 3084.917969
	Iteration 3F: 3 clusters Score -1185317 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1185803.000000 Penalty: 3084.917969
	Iteration 4F: 3 clusters Score -1185803 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1186226.750000 Penalty: 3084.917969
	Iteration 5F: 3 clusters Score -1186227 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1186621.500000 Penalty: 3084.917969
	Iteration 6Q: 3 clusters Score -1186622 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1187026.875000 Penalty: 3084.917969
	Iteration 7Q: 3 clusters Score -1187027 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1187409.500000 Penalty: 3084.917969
	Iteration 8Q: 3 clusters Score -1187410 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1187783.750000 Penalty: 3084.917969
	Iteration 9Q: 3 clusters Score -1187784 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1188091.000000 Penalty: 3084.917969
	Iteration 10Q: 3 clusters Score -1188091 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1188375.250000 Penalty: 3084.917969
	Iteration 11Q: 3 clusters Score -1188375 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1188612.750000 Penalty: 3084.917969
	Iteration 12Q: 3 clusters Score -1188613 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1188834.250000 Penalty: 3084.917969
	Iteration 13Q: 3 clusters Score -1188834 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1189028.750000 Penalty: 3084.917969
	Iteration 14Q: 3 clusters Score -1189029 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1189183.250000 Penalty: 3084.917969
	Iteration 15Q: 3 clusters Score -1189183 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1189338.375000 Penalty: 3084.917969
	Iteration 16Q: 3 clusters Score -1189338 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1189450.375000 Penalty: 3084.917969
	Iteration 17Q: 3 clusters Score -1189450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1189521.250000 Penalty: 3084.917969
	Iteration 18Q: 3 clusters Score -1189521 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1189560.625000 Penalty: 3084.917969
	Iteration 19Q: 3 clusters Score -1189561 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1189590.875000 Penalty: 3084.917969
	Iteration 20F: 3 clusters Score -1189591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1189613.875000 Penalty: 3084.917969
	Iteration 21Q: 3 clusters Score -1189614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1189636.500000 Penalty: 3084.917969
	Iteration 22Q: 3 clusters Score -1189636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1189649.125000 Penalty: 3084.917969
	Iteration 23Q: 3 clusters Score -1189649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1189657.500000 Penalty: 3084.917969
	Iteration 24Q: 3 clusters Score -1189658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1189669.875000 Penalty: 3084.917969
	Iteration 25Q: 3 clusters Score -1189670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1189685.375000 Penalty: 3084.917969
	Iteration 26Q: 3 clusters Score -1189685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1189703.500000 Penalty: 3084.917969
	Iteration 27Q: 3 clusters Score -1189704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1189720.000000 Penalty: 3084.917969
	Iteration 28Q: 3 clusters Score -1189720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1189735.250000 Penalty: 3084.917969
	Iteration 29Q: 3 clusters Score -1189735 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1189755.625000 Penalty: 3084.917969
	Iteration 30Q: 3 clusters Score -1189756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1189770.250000 Penalty: 3084.917969
	Iteration 31Q: 3 clusters Score -1189770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1189784.375000 Penalty: 3084.917969
	Iteration 32Q: 3 clusters Score -1189784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1189806.125000 Penalty: 3084.917969
	Iteration 33Q: 3 clusters Score -1189806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1189827.500000 Penalty: 3084.917969
	Iteration 34Q: 3 clusters Score -1189828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1189840.500000 Penalty: 3084.917969
	Iteration 35Q: 3 clusters Score -1189840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1189845.250000 Penalty: 3084.917969
	Iteration 36Q: 3 clusters Score -1189845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1189854.500000 Penalty: 3084.917969
	Iteration 37Q: 3 clusters Score -1189854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1189857.625000 Penalty: 3084.917969
	Iteration 38Q: 3 clusters Score -1189858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1189862.250000 Penalty: 3084.917969
	Iteration 39Q: 3 clusters Score -1189862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1189921.125000 Penalty: 3084.917969
	Iteration 40F: 3 clusters Score -1189921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1189966.875000 Penalty: 3084.917969
	Iteration 41Q: 3 clusters Score -1189967 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1189999.375000 Penalty: 3084.917969
	Iteration 42Q: 3 clusters Score -1189999 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1190036.250000 Penalty: 3084.917969
	Iteration 43Q: 3 clusters Score -1190036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1190068.625000 Penalty: 3084.917969
	Iteration 44Q: 3 clusters Score -1190069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1190088.625000 Penalty: 3084.917969
	Iteration 45Q: 3 clusters Score -1190089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1190103.250000 Penalty: 3084.917969
	Iteration 46Q: 3 clusters Score -1190103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1190111.875000 Penalty: 3084.917969
	Iteration 47Q: 3 clusters Score -1190112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1190113.875000 Penalty: 3084.917969
	Iteration 48Q: 3 clusters Score -1190114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1190121.875000 Penalty: 3084.917969
	Iteration 49Q: 3 clusters Score -1190122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1190119.750000 Penalty: 3084.917969
	Iteration 50Q: 3 clusters Score -1190120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1190121.500000 Penalty: 3084.917969
	Iteration 51Q: 3 clusters Score -1190122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1190122.125000 Penalty: 3084.917969
	Iteration 52Q: 3 clusters Score -1190122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1190122.375000 Penalty: 3084.917969
	Iteration 53Q: 3 clusters Score -1190122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1190120.500000 Penalty: 3084.917969
	Iteration 54Q: 3 clusters Score -1190120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1190120.375000 Penalty: 3084.917969
	Iteration 55Q: 3 clusters Score -1190120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1190120.875000 Penalty: 3084.917969
	Iteration 56Q: 3 clusters Score -1190121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1190122.500000 Penalty: 3084.917969
	Iteration 57Q: 3 clusters Score -1190122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1190121.875000 Penalty: 3084.917969
	Iteration 58Q: 3 clusters Score -1190122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1190121.875000 Penalty: 3084.917969
	Iteration 59F: 3 clusters Score -1190122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Entering Unmasked Estep 
Score: -1169309.500000 Penalty: 1534.635376
	Iteration 0F: 2 clusters Score -1169310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1160497.875000 Penalty: 3069.270752
	Iteration 0F: 3 clusters Score -1160498 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1163668.875000 Penalty: 3069.270752
	Iteration 1F: 3 clusters Score -1163669 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1164214.625000 Penalty: 3069.270752
	Iteration 2F: 3 clusters Score -1164215 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1164667.875000 Penalty: 3069.270752
	Iteration 3F: 3 clusters Score -1164668 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1165074.250000 Penalty: 3069.270752
	Iteration 4F: 3 clusters Score -1165074 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1165428.875000 Penalty: 3069.270752
	Iteration 5F: 3 clusters Score -1165429 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1165738.000000 Penalty: 3069.270752
	Iteration 6Q: 3 clusters Score -1165738 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1165980.500000 Penalty: 3069.270752
	Iteration 7Q: 3 clusters Score -1165980 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1166193.125000 Penalty: 3069.270752
	Iteration 8Q: 3 clusters Score -1166193 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1166404.250000 Penalty: 3069.270752
	Iteration 9Q: 3 clusters Score -1166404 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1166611.875000 Penalty: 3069.270752
	Iteration 10Q: 3 clusters Score -1166612 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1166851.375000 Penalty: 3069.270752
	Iteration 11Q: 3 clusters Score -1166851 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1167077.500000 Penalty: 3069.270752
	Iteration 12Q: 3 clusters Score -1167078 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1167281.625000 Penalty: 3069.270752
	Iteration 13Q: 3 clusters Score -1167282 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1167517.625000 Penalty: 3069.270752
	Iteration 14Q: 3 clusters Score -1167518 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1167761.375000 Penalty: 3069.270752
	Iteration 15Q: 3 clusters Score -1167761 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1167997.375000 Penalty: 3069.270752
	Iteration 16Q: 3 clusters Score -1167997 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1168227.750000 Penalty: 3069.270752
	Iteration 17Q: 3 clusters Score -1168228 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1168434.375000 Penalty: 3069.270752
	Iteration 18Q: 3 clusters Score -1168434 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1168597.125000 Penalty: 3069.270752
	Iteration 19Q: 3 clusters Score -1168597 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1168741.250000 Penalty: 3069.270752
	Iteration 20F: 3 clusters Score -1168741 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1168853.125000 Penalty: 3069.270752
	Iteration 21Q: 3 clusters Score -1168853 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1168941.750000 Penalty: 3069.270752
	Iteration 22Q: 3 clusters Score -1168942 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1169025.750000 Penalty: 3069.270752
	Iteration 23Q: 3 clusters Score -1169026 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1169092.375000 Penalty: 3069.270752
	Iteration 24Q: 3 clusters Score -1169092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1169139.375000 Penalty: 3069.270752
	Iteration 25Q: 3 clusters Score -1169139 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1169174.625000 Penalty: 3069.270752
	Iteration 26Q: 3 clusters Score -1169175 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1169198.625000 Penalty: 3069.270752
	Iteration 27Q: 3 clusters Score -1169199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1169218.250000 Penalty: 3069.270752
	Iteration 28Q: 3 clusters Score -1169218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1169236.625000 Penalty: 3069.270752
	Iteration 29Q: 3 clusters Score -1169237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1169243.250000 Penalty: 3069.270752
	Iteration 30Q: 3 clusters Score -1169243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1169248.500000 Penalty: 3069.270752
	Iteration 31Q: 3 clusters Score -1169248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1169252.875000 Penalty: 3069.270752
	Iteration 32Q: 3 clusters Score -1169253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1169258.000000 Penalty: 3069.270752
	Iteration 33Q: 3 clusters Score -1169258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1169265.500000 Penalty: 3069.270752
	Iteration 34Q: 3 clusters Score -1169266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1169267.250000 Penalty: 3069.270752
	Iteration 35Q: 3 clusters Score -1169267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1169271.125000 Penalty: 3069.270752
	Iteration 36Q: 3 clusters Score -1169271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1169272.000000 Penalty: 3069.270752
	Iteration 37Q: 3 clusters Score -1169272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1169273.625000 Penalty: 3069.270752
	Iteration 38Q: 3 clusters Score -1169274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1169275.625000 Penalty: 3069.270752
	Iteration 39Q: 3 clusters Score -1169276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1169280.500000 Penalty: 3069.270752
	Iteration 40F: 3 clusters Score -1169280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1169281.250000 Penalty: 3069.270752
	Iteration 41Q: 3 clusters Score -1169281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1169279.875000 Penalty: 3069.270752
	Iteration 42Q: 3 clusters Score -1169280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1169278.375000 Penalty: 3069.270752
	Iteration 43Q: 3 clusters Score -1169278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1169279.250000 Penalty: 3069.270752
	Iteration 44Q: 3 clusters Score -1169279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1169282.000000 Penalty: 3069.270752
	Iteration 45Q: 3 clusters Score -1169282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1169284.625000 Penalty: 3069.270752
	Iteration 46Q: 3 clusters Score -1169285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1169285.000000 Penalty: 3069.270752
	Iteration 47Q: 3 clusters Score -1169285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1169284.500000 Penalty: 3069.270752
	Iteration 48Q: 3 clusters Score -1169284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1169284.500000 Penalty: 3069.270752
	Iteration 49F: 3 clusters Score -1169284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Entering Unmasked Estep 
Score: -894692.000000 Penalty: 1509.862061
	Iteration 0F: 2 clusters Score -894692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -887110.687500 Penalty: 3019.724121
	Iteration 0F: 3 clusters Score -887110.7 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -890610.187500 Penalty: 3019.724121
	Iteration 1F: 3 clusters Score -890610.2 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -892941.687500 Penalty: 3019.724121
	Iteration 2F: 3 clusters Score -892941.7 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -895670.562500 Penalty: 3019.724121
	Iteration 3F: 3 clusters Score -895670.6 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -897009.500000 Penalty: 3019.724121
	Iteration 4F: 3 clusters Score -897009.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -897986.375000 Penalty: 3019.724121
	Iteration 5F: 3 clusters Score -897986.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -898890.500000 Penalty: 3019.724121
	Iteration 6F: 3 clusters Score -898890.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -899678.312500 Penalty: 3019.724121
	Iteration 7Q: 3 clusters Score -899678.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -900095.000000 Penalty: 3019.724121
	Iteration 8Q: 3 clusters Score -900095 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -900261.437500 Penalty: 3019.724121
	Iteration 9Q: 3 clusters Score -900261.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -900329.187500 Penalty: 3019.724121
	Iteration 10Q: 3 clusters Score -900329.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -900363.187500 Penalty: 3019.724121
	Iteration 11Q: 3 clusters Score -900363.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -900374.000000 Penalty: 3019.724121
	Iteration 12Q: 3 clusters Score -900374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -900381.375000 Penalty: 3019.724121
	Iteration 13Q: 3 clusters Score -900381.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -900386.125000 Penalty: 3019.724121
	Iteration 14Q: 3 clusters Score -900386.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -900391.750000 Penalty: 3019.724121
	Iteration 15Q: 3 clusters Score -900391.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -900395.312500 Penalty: 3019.724121
	Iteration 16Q: 3 clusters Score -900395.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -900394.375000 Penalty: 3019.724121
	Iteration 17Q: 3 clusters Score -900394.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -900398.437500 Penalty: 3019.724121
	Iteration 18Q: 3 clusters Score -900398.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -900401.125000 Penalty: 3019.724121
	Iteration 19Q: 3 clusters Score -900401.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -900405.000000 Penalty: 3019.724121
	Iteration 20F: 3 clusters Score -900405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -900407.125000 Penalty: 3019.724121
	Iteration 21Q: 3 clusters Score -900407.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -900406.375000 Penalty: 3019.724121
	Iteration 22Q: 3 clusters Score -900406.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -900407.750000 Penalty: 3019.724121
	Iteration 23Q: 3 clusters Score -900407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -900407.500000 Penalty: 3019.724121
	Iteration 24Q: 3 clusters Score -900407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -900406.875000 Penalty: 3019.724121
	Iteration 25Q: 3 clusters Score -900406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -900408.062500 Penalty: 3019.724121
	Iteration 26Q: 3 clusters Score -900408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -900409.250000 Penalty: 3019.724121
	Iteration 27Q: 3 clusters Score -900409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -900409.812500 Penalty: 3019.724121
	Iteration 28Q: 3 clusters Score -900409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -900408.750000 Penalty: 3019.724121
	Iteration 29Q: 3 clusters Score -900408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -900409.312500 Penalty: 3019.724121
	Iteration 30Q: 3 clusters Score -900409.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -900409.312500 Penalty: 3019.724121
	Iteration 31F: 3 clusters Score -900409.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 111906 members 
Mstep: Class 3 contains 7038 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 12631 members 
Mstep: Class 8 contains 7224 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 15456 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 7291 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 6531 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 21 contains 13615 members 
Mstep: Class 22 contains 73959 members 
Mstep: Class 23 contains 239105 members 
Entering Unmasked Estep 
Score: -53810200.000000 Penalty: 45368.945312
Splitting cluster 8 changes total score from -53802044.000000 to -53810200.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -358414.968750 Penalty: 1336.731201
	Iteration 0F: 2 clusters Score -358415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -355227.500000 Penalty: 2673.462402
	Iteration 0F: 3 clusters Score -355227.5 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -356067.875000 Penalty: 2673.462402
	Iteration 1F: 3 clusters Score -356067.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -356267.937500 Penalty: 2673.462402
	Iteration 2F: 3 clusters Score -356267.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -356409.093750 Penalty: 2673.462402
	Iteration 3F: 3 clusters Score -356409.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -356553.093750 Penalty: 2673.462402
	Iteration 4F: 3 clusters Score -356553.1 nChanged 179
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: -356704.437500 Penalty: 2673.462402
	Iteration 5Q: 3 clusters Score -356704.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -356838.875000 Penalty: 2673.462402
	Iteration 6Q: 3 clusters Score -356838.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -356993.343750 Penalty: 2673.462402
	Iteration 7Q: 3 clusters Score -356993.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -357167.718750 Penalty: 2673.462402
	Iteration 8F: 3 clusters Score -357167.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -357350.531250 Penalty: 2673.462402
	Iteration 9F: 3 clusters Score -357350.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -357534.218750 Penalty: 2673.462402
	Iteration 10F: 3 clusters Score -357534.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -357676.750000 Penalty: 2673.462402
	Iteration 11Q: 3 clusters Score -357676.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -357775.312500 Penalty: 2673.462402
	Iteration 12Q: 3 clusters Score -357775.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -357847.250000 Penalty: 2673.462402
	Iteration 13Q: 3 clusters Score -357847.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -357900.437500 Penalty: 2673.462402
	Iteration 14Q: 3 clusters Score -357900.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -357929.156250 Penalty: 2673.462402
	Iteration 15Q: 3 clusters Score -357929.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -357954.156250 Penalty: 2673.462402
	Iteration 16Q: 3 clusters Score -357954.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -357968.375000 Penalty: 2673.462402
	Iteration 17Q: 3 clusters Score -357968.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -357981.812500 Penalty: 2673.462402
	Iteration 18Q: 3 clusters Score -357981.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -357993.062500 Penalty: 2673.462402
	Iteration 19Q: 3 clusters Score -357993.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -357999.125000 Penalty: 2673.462402
	Iteration 20F: 3 clusters Score -357999.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -358003.000000 Penalty: 2673.462402
	Iteration 21Q: 3 clusters Score -358003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -358005.437500 Penalty: 2673.462402
	Iteration 22Q: 3 clusters Score -358005.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -358008.781250 Penalty: 2673.462402
	Iteration 23Q: 3 clusters Score -358008.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -358012.687500 Penalty: 2673.462402
	Iteration 24Q: 3 clusters Score -358012.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -358015.500000 Penalty: 2673.462402
	Iteration 25Q: 3 clusters Score -358015.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -358017.218750 Penalty: 2673.462402
	Iteration 26Q: 3 clusters Score -358017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -358017.500000 Penalty: 2673.462402
	Iteration 27Q: 3 clusters Score -358017.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -358017.500000 Penalty: 2673.462402
	Iteration 28F: 3 clusters Score -358017.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Entering Unmasked Estep 
Score: -1388524.000000 Penalty: 1567.434814
	Iteration 0F: 2 clusters Score -1388524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1377840.125000 Penalty: 3134.869629
	Iteration 0F: 3 clusters Score -1377840 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1381670.375000 Penalty: 3134.869629
	Iteration 1F: 3 clusters Score -1381670 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1381976.125000 Penalty: 3134.869629
	Iteration 2F: 3 clusters Score -1381976 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1382228.625000 Penalty: 3134.869629
	Iteration 3Q: 3 clusters Score -1382229 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1382460.250000 Penalty: 3134.869629
	Iteration 4Q: 3 clusters Score -1382460 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1382750.500000 Penalty: 3134.869629
	Iteration 5Q: 3 clusters Score -1382750 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1383041.875000 Penalty: 3134.869629
	Iteration 6Q: 3 clusters Score -1383042 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1383345.500000 Penalty: 3134.869629
	Iteration 7Q: 3 clusters Score -1383346 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1383704.875000 Penalty: 3134.869629
	Iteration 8Q: 3 clusters Score -1383705 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1384094.500000 Penalty: 3134.869629
	Iteration 9Q: 3 clusters Score -1384094 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1384515.500000 Penalty: 3134.869629
	Iteration 10Q: 3 clusters Score -1384516 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1384977.125000 Penalty: 3134.869629
	Iteration 11Q: 3 clusters Score -1384977 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1385365.250000 Penalty: 3134.869629
	Iteration 12Q: 3 clusters Score -1385365 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1385669.000000 Penalty: 3134.869629
	Iteration 13Q: 3 clusters Score -1385669 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1385904.000000 Penalty: 3134.869629
	Iteration 14Q: 3 clusters Score -1385904 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1386097.250000 Penalty: 3134.869629
	Iteration 15Q: 3 clusters Score -1386097 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1386299.625000 Penalty: 3134.869629
	Iteration 16Q: 3 clusters Score -1386300 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1386479.375000 Penalty: 3134.869629
	Iteration 17Q: 3 clusters Score -1386479 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1386626.750000 Penalty: 3134.869629
	Iteration 18Q: 3 clusters Score -1386627 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1386718.875000 Penalty: 3134.869629
	Iteration 19Q: 3 clusters Score -1386719 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1386791.125000 Penalty: 3134.869629
	Iteration 20F: 3 clusters Score -1386791 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1386845.500000 Penalty: 3134.869629
	Iteration 21Q: 3 clusters Score -1386846 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1386891.625000 Penalty: 3134.869629
	Iteration 22Q: 3 clusters Score -1386892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1386922.375000 Penalty: 3134.869629
	Iteration 23Q: 3 clusters Score -1386922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1386952.750000 Penalty: 3134.869629
	Iteration 24Q: 3 clusters Score -1386953 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1386980.375000 Penalty: 3134.869629
	Iteration 25Q: 3 clusters Score -1386980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1387014.000000 Penalty: 3134.869629
	Iteration 26Q: 3 clusters Score -1387014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1387036.125000 Penalty: 3134.869629
	Iteration 27Q: 3 clusters Score -1387036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1387062.875000 Penalty: 3134.869629
	Iteration 28Q: 3 clusters Score -1387063 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1387098.250000 Penalty: 3134.869629
	Iteration 29Q: 3 clusters Score -1387098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1387129.750000 Penalty: 3134.869629
	Iteration 30Q: 3 clusters Score -1387130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1387155.000000 Penalty: 3134.869629
	Iteration 31Q: 3 clusters Score -1387155 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1387169.625000 Penalty: 3134.869629
	Iteration 32Q: 3 clusters Score -1387170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1387186.250000 Penalty: 3134.869629
	Iteration 33Q: 3 clusters Score -1387186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1387203.125000 Penalty: 3134.869629
	Iteration 34Q: 3 clusters Score -1387203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1387217.500000 Penalty: 3134.869629
	Iteration 35Q: 3 clusters Score -1387218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1387229.375000 Penalty: 3134.869629
	Iteration 36Q: 3 clusters Score -1387229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1387241.625000 Penalty: 3134.869629
	Iteration 37Q: 3 clusters Score -1387242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1387252.500000 Penalty: 3134.869629
	Iteration 38Q: 3 clusters Score -1387252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1387262.500000 Penalty: 3134.869629
	Iteration 39Q: 3 clusters Score -1387262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1387265.125000 Penalty: 3134.869629
	Iteration 40F: 3 clusters Score -1387265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1387267.875000 Penalty: 3134.869629
	Iteration 41Q: 3 clusters Score -1387268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1387278.750000 Penalty: 3134.869629
	Iteration 42Q: 3 clusters Score -1387279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1387286.750000 Penalty: 3134.869629
	Iteration 43Q: 3 clusters Score -1387287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1387294.625000 Penalty: 3134.869629
	Iteration 44Q: 3 clusters Score -1387295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1387308.250000 Penalty: 3134.869629
	Iteration 45Q: 3 clusters Score -1387308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1387313.000000 Penalty: 3134.869629
	Iteration 46Q: 3 clusters Score -1387313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1387319.000000 Penalty: 3134.869629
	Iteration 47Q: 3 clusters Score -1387319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1387327.375000 Penalty: 3134.869629
	Iteration 48Q: 3 clusters Score -1387327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1387336.375000 Penalty: 3134.869629
	Iteration 49Q: 3 clusters Score -1387336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1387339.750000 Penalty: 3134.869629
	Iteration 50Q: 3 clusters Score -1387340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1387345.500000 Penalty: 3134.869629
	Iteration 51Q: 3 clusters Score -1387346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1387350.875000 Penalty: 3134.869629
	Iteration 52Q: 3 clusters Score -1387351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1387358.125000 Penalty: 3134.869629
	Iteration 53Q: 3 clusters Score -1387358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1387361.375000 Penalty: 3134.869629
	Iteration 54Q: 3 clusters Score -1387361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1387367.500000 Penalty: 3134.869629
	Iteration 55Q: 3 clusters Score -1387368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1387373.625000 Penalty: 3134.869629
	Iteration 56Q: 3 clusters Score -1387374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1387383.750000 Penalty: 3134.869629
	Iteration 57Q: 3 clusters Score -1387384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1387387.625000 Penalty: 3134.869629
	Iteration 58Q: 3 clusters Score -1387388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1387390.750000 Penalty: 3134.869629
	Iteration 59Q: 3 clusters Score -1387391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1387391.875000 Penalty: 3134.869629
	Iteration 60F: 3 clusters Score -1387392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1387393.625000 Penalty: 3134.869629
	Iteration 61Q: 3 clusters Score -1387394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1387392.875000 Penalty: 3134.869629
	Iteration 62Q: 3 clusters Score -1387393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1387394.250000 Penalty: 3134.869629
	Iteration 63Q: 3 clusters Score -1387394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1387394.000000 Penalty: 3134.869629
	Iteration 64Q: 3 clusters Score -1387394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1387396.750000 Penalty: 3134.869629
	Iteration 65Q: 3 clusters Score -1387397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1387396.250000 Penalty: 3134.869629
	Iteration 66Q: 3 clusters Score -1387396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1387399.375000 Penalty: 3134.869629
	Iteration 67Q: 3 clusters Score -1387399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1387399.125000 Penalty: 3134.869629
	Iteration 68Q: 3 clusters Score -1387399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1387399.125000 Penalty: 3134.869629
	Iteration 69F: 3 clusters Score -1387399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Entering Unmasked Estep 
Score: -692741.187500 Penalty: 1445.339355
	Iteration 0F: 2 clusters Score -692741.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -687393.125000 Penalty: 2890.678711
	Iteration 0F: 3 clusters Score -687393.1 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -688991.687500 Penalty: 2890.678711
	Iteration 1F: 3 clusters Score -688991.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -689217.875000 Penalty: 2890.678711
	Iteration 2F: 3 clusters Score -689217.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -689418.250000 Penalty: 2890.678711
	Iteration 3F: 3 clusters Score -689418.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -689667.312500 Penalty: 2890.678711
	Iteration 4F: 3 clusters Score -689667.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -689963.875000 Penalty: 2890.678711
	Iteration 5F: 3 clusters Score -689963.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -690333.250000 Penalty: 2890.678711
	Iteration 6F: 3 clusters Score -690333.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -690766.875000 Penalty: 2890.678711
	Iteration 7F: 3 clusters Score -690766.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -691137.312500 Penalty: 2890.678711
	Iteration 8F: 3 clusters Score -691137.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -691394.250000 Penalty: 2890.678711
	Iteration 9Q: 3 clusters Score -691394.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -691559.000000 Penalty: 2890.678711
	Iteration 10Q: 3 clusters Score -691559 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -691629.062500 Penalty: 2890.678711
	Iteration 11Q: 3 clusters Score -691629.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -691659.937500 Penalty: 2890.678711
	Iteration 12Q: 3 clusters Score -691659.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -691679.812500 Penalty: 2890.678711
	Iteration 13Q: 3 clusters Score -691679.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -691689.625000 Penalty: 2890.678711
	Iteration 14Q: 3 clusters Score -691689.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -691696.500000 Penalty: 2890.678711
	Iteration 15Q: 3 clusters Score -691696.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -691702.062500 Penalty: 2890.678711
	Iteration 16Q: 3 clusters Score -691702.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -691707.500000 Penalty: 2890.678711
	Iteration 17Q: 3 clusters Score -691707.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -691713.375000 Penalty: 2890.678711
	Iteration 18Q: 3 clusters Score -691713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -691713.125000 Penalty: 2890.678711
	Iteration 19Q: 3 clusters Score -691713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -691716.500000 Penalty: 2890.678711
	Iteration 20F: 3 clusters Score -691716.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -691717.000000 Penalty: 2890.678711
	Iteration 21Q: 3 clusters Score -691717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -691717.687500 Penalty: 2890.678711
	Iteration 22Q: 3 clusters Score -691717.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -691718.312500 Penalty: 2890.678711
	Iteration 23Q: 3 clusters Score -691718.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -691718.812500 Penalty: 2890.678711
	Iteration 24Q: 3 clusters Score -691718.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -691721.312500 Penalty: 2890.678711
	Iteration 25Q: 3 clusters Score -691721.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -691721.687500 Penalty: 2890.678711
	Iteration 26Q: 3 clusters Score -691721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -691722.750000 Penalty: 2890.678711
	Iteration 27Q: 3 clusters Score -691722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -691722.750000 Penalty: 2890.678711
	Iteration 28F: 3 clusters Score -691722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -192344.531250 Penalty: 1228.682251
	Iteration 0F: 2 clusters Score -192344.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -190309.203125 Penalty: 2457.364502
	Iteration 0F: 3 clusters Score -190309.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -190681.609375 Penalty: 2457.364502
	Iteration 1F: 3 clusters Score -190681.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -190767.203125 Penalty: 2457.364502
	Iteration 2F: 3 clusters Score -190767.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -190812.515625 Penalty: 2457.364502
	Iteration 3Q: 3 clusters Score -190812.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -190844.578125 Penalty: 2457.364502
	Iteration 4Q: 3 clusters Score -190844.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -190866.828125 Penalty: 2457.364502
	Iteration 5Q: 3 clusters Score -190866.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -190875.812500 Penalty: 2457.364502
	Iteration 6Q: 3 clusters Score -190875.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -190882.531250 Penalty: 2457.364502
	Iteration 7Q: 3 clusters Score -190882.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -190888.265625 Penalty: 2457.364502
	Iteration 8Q: 3 clusters Score -190888.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -190891.750000 Penalty: 2457.364502
	Iteration 9Q: 3 clusters Score -190891.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -190896.562500 Penalty: 2457.364502
	Iteration 10Q: 3 clusters Score -190896.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -190899.531250 Penalty: 2457.364502
	Iteration 11Q: 3 clusters Score -190899.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -190906.593750 Penalty: 2457.364502
	Iteration 12Q: 3 clusters Score -190906.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -190911.656250 Penalty: 2457.364502
	Iteration 13Q: 3 clusters Score -190911.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -190915.656250 Penalty: 2457.364502
	Iteration 14Q: 3 clusters Score -190915.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -190918.093750 Penalty: 2457.364502
	Iteration 15Q: 3 clusters Score -190918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -190918.953125 Penalty: 2457.364502
	Iteration 16Q: 3 clusters Score -190919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -190919.546875 Penalty: 2457.364502
	Iteration 17Q: 3 clusters Score -190919.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -190919.765625 Penalty: 2457.364502
	Iteration 18Q: 3 clusters Score -190919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -190920.281250 Penalty: 2457.364502
	Iteration 19Q: 3 clusters Score -190920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -190921.515625 Penalty: 2457.364502
	Iteration 20F: 3 clusters Score -190921.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -190922.468750 Penalty: 2457.364502
	Iteration 21Q: 3 clusters Score -190922.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -190923.343750 Penalty: 2457.364502
	Iteration 22Q: 3 clusters Score -190923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -190923.921875 Penalty: 2457.364502
	Iteration 23Q: 3 clusters Score -190923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -190924.515625 Penalty: 2457.364502
	Iteration 24Q: 3 clusters Score -190924.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -190925.375000 Penalty: 2457.364502
	Iteration 25Q: 3 clusters Score -190925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -190925.812500 Penalty: 2457.364502
	Iteration 26Q: 3 clusters Score -190925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -190927.171875 Penalty: 2457.364502
	Iteration 27Q: 3 clusters Score -190927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -190927.906250 Penalty: 2457.364502
	Iteration 28Q: 3 clusters Score -190927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -190929.750000 Penalty: 2457.364502
	Iteration 29Q: 3 clusters Score -190929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190931.531250 Penalty: 2457.364502
	Iteration 30Q: 3 clusters Score -190931.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190933.796875 Penalty: 2457.364502
	Iteration 31Q: 3 clusters Score -190933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -190934.796875 Penalty: 2457.364502
	Iteration 32Q: 3 clusters Score -190934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -190934.796875 Penalty: 2457.364502
	Iteration 33F: 3 clusters Score -190934.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Entering Unmasked Estep 
Score: -565832.375000 Penalty: 1427.451172
	Iteration 0F: 2 clusters Score -565832.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -560967.250000 Penalty: 2854.902344
	Iteration 0F: 3 clusters Score -560967.2 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -562803.375000 Penalty: 2854.902344
	Iteration 1F: 3 clusters Score -562803.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -563712.312500 Penalty: 2854.902344
	Iteration 2F: 3 clusters Score -563712.3 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -564714.312500 Penalty: 2854.902344
	Iteration 3F: 3 clusters Score -564714.3 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -565520.250000 Penalty: 2854.902344
	Iteration 4F: 3 clusters Score -565520.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -565907.562500 Penalty: 2854.902344
	Iteration 5F: 3 clusters Score -565907.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -566025.625000 Penalty: 2854.902344
	Iteration 6Q: 3 clusters Score -566025.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -566065.437500 Penalty: 2854.902344
	Iteration 7Q: 3 clusters Score -566065.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -566082.937500 Penalty: 2854.902344
	Iteration 8Q: 3 clusters Score -566082.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -566097.437500 Penalty: 2854.902344
	Iteration 9Q: 3 clusters Score -566097.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -566107.187500 Penalty: 2854.902344
	Iteration 10Q: 3 clusters Score -566107.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -566116.812500 Penalty: 2854.902344
	Iteration 11Q: 3 clusters Score -566116.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -566126.937500 Penalty: 2854.902344
	Iteration 12Q: 3 clusters Score -566126.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -566138.562500 Penalty: 2854.902344
	Iteration 13Q: 3 clusters Score -566138.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -566147.437500 Penalty: 2854.902344
	Iteration 14Q: 3 clusters Score -566147.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -566160.937500 Penalty: 2854.902344
	Iteration 15Q: 3 clusters Score -566160.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -566188.812500 Penalty: 2854.902344
	Iteration 16Q: 3 clusters Score -566188.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -566206.625000 Penalty: 2854.902344
	Iteration 17Q: 3 clusters Score -566206.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -566215.687500 Penalty: 2854.902344
	Iteration 18Q: 3 clusters Score -566215.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -566220.437500 Penalty: 2854.902344
	Iteration 19Q: 3 clusters Score -566220.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -566221.812500 Penalty: 2854.902344
	Iteration 20F: 3 clusters Score -566221.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -566222.500000 Penalty: 2854.902344
	Iteration 21Q: 3 clusters Score -566222.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -566223.562500 Penalty: 2854.902344
	Iteration 22Q: 3 clusters Score -566223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -566224.937500 Penalty: 2854.902344
	Iteration 23Q: 3 clusters Score -566224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -566226.437500 Penalty: 2854.902344
	Iteration 24Q: 3 clusters Score -566226.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -566228.125000 Penalty: 2854.902344
	Iteration 25Q: 3 clusters Score -566228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -566229.062500 Penalty: 2854.902344
	Iteration 26Q: 3 clusters Score -566229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -566229.937500 Penalty: 2854.902344
	Iteration 27Q: 3 clusters Score -566229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -566229.312500 Penalty: 2854.902344
	Iteration 28Q: 3 clusters Score -566229.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -566228.625000 Penalty: 2854.902344
	Iteration 29Q: 3 clusters Score -566228.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -566228.625000 Penalty: 2854.902344
	Iteration 30F: 3 clusters Score -566228.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 111906 members 
Mstep: Class 3 contains 7038 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 12631 members 
Mstep: Class 8 contains 7224 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 15456 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 7291 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 21 contains 13615 members 
Mstep: Class 22 contains 73959 members 
Mstep: Class 23 contains 239105 members 
Entering Unmasked Estep 
Score: -53809952.000000 Penalty: 47529.371094
Splitting cluster 15 changes total score from -53802044.000000 to -53809952.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 16 (11980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Entering Unmasked Estep 
Score: -1147952.625000 Penalty: 1526.036499
	Iteration 0F: 2 clusters Score -1147953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1139624.625000 Penalty: 3052.072998
	Iteration 0F: 3 clusters Score -1139625 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1142505.375000 Penalty: 3052.072998
	Iteration 1F: 3 clusters Score -1142505 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1143256.375000 Penalty: 3052.072998
	Iteration 2F: 3 clusters Score -1143256 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1144084.875000 Penalty: 3052.072998
	Iteration 3F: 3 clusters Score -1144085 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1144873.250000 Penalty: 3052.072998
	Iteration 4F: 3 clusters Score -1144873 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1145542.875000 Penalty: 3052.072998
	Iteration 5F: 3 clusters Score -1145543 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1146229.000000 Penalty: 3052.072998
	Iteration 6F: 3 clusters Score -1146229 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1146823.750000 Penalty: 3052.072998
	Iteration 7F: 3 clusters Score -1146824 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1147295.625000 Penalty: 3052.072998
	Iteration 8Q: 3 clusters Score -1147296 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1147609.500000 Penalty: 3052.072998
	Iteration 9Q: 3 clusters Score -1147610 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1147828.125000 Penalty: 3052.072998
	Iteration 10Q: 3 clusters Score -1147828 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1147966.125000 Penalty: 3052.072998
	Iteration 11Q: 3 clusters Score -1147966 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1148046.125000 Penalty: 3052.072998
	Iteration 12Q: 3 clusters Score -1148046 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1148083.375000 Penalty: 3052.072998
	Iteration 13Q: 3 clusters Score -1148083 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1148109.375000 Penalty: 3052.072998
	Iteration 14Q: 3 clusters Score -1148109 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1148125.750000 Penalty: 3052.072998
	Iteration 15Q: 3 clusters Score -1148126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1148139.875000 Penalty: 3052.072998
	Iteration 16Q: 3 clusters Score -1148140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1148148.750000 Penalty: 3052.072998
	Iteration 17Q: 3 clusters Score -1148149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1148156.500000 Penalty: 3052.072998
	Iteration 18Q: 3 clusters Score -1148156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1148162.750000 Penalty: 3052.072998
	Iteration 19Q: 3 clusters Score -1148163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1148163.625000 Penalty: 3052.072998
	Iteration 20F: 3 clusters Score -1148164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1148163.375000 Penalty: 3052.072998
	Iteration 21Q: 3 clusters Score -1148163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1148170.125000 Penalty: 3052.072998
	Iteration 22Q: 3 clusters Score -1148170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1148169.625000 Penalty: 3052.072998
	Iteration 23Q: 3 clusters Score -1148170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1148169.000000 Penalty: 3052.072998
	Iteration 24Q: 3 clusters Score -1148169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1148170.000000 Penalty: 3052.072998
	Iteration 25Q: 3 clusters Score -1148170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1148172.375000 Penalty: 3052.072998
	Iteration 26Q: 3 clusters Score -1148172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1148172.250000 Penalty: 3052.072998
	Iteration 27Q: 3 clusters Score -1148172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1148174.125000 Penalty: 3052.072998
	Iteration 28Q: 3 clusters Score -1148174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1148174.750000 Penalty: 3052.072998
	Iteration 29Q: 3 clusters Score -1148175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1148177.000000 Penalty: 3052.072998
	Iteration 30Q: 3 clusters Score -1148177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1148179.250000 Penalty: 3052.072998
	Iteration 31Q: 3 clusters Score -1148179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1148177.625000 Penalty: 3052.072998
	Iteration 32Q: 3 clusters Score -1148178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1148179.250000 Penalty: 3052.072998
	Iteration 33Q: 3 clusters Score -1148179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1148181.000000 Penalty: 3052.072998
	Iteration 34Q: 3 clusters Score -1148181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1148179.375000 Penalty: 3052.072998
	Iteration 35Q: 3 clusters Score -1148179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1148178.000000 Penalty: 3052.072998
	Iteration 36Q: 3 clusters Score -1148178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1148179.000000 Penalty: 3052.072998
	Iteration 37Q: 3 clusters Score -1148179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1148179.125000 Penalty: 3052.072998
	Iteration 38Q: 3 clusters Score -1148179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1148179.125000 Penalty: 3052.072998
	Iteration 39F: 3 clusters Score -1148179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 111906 members 
Mstep: Class 3 contains 7038 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 12631 members 
Mstep: Class 8 contains 7224 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 15456 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 7291 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 11041 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 939 members 
Mstep: Class 21 contains 13615 members 
Mstep: Class 22 contains 73959 members 
Mstep: Class 23 contains 239105 members 
Entering Unmasked Estep 
Score: -53809524.000000 Penalty: 49689.800781
Splitting cluster 16 changes total score from -53802044.000000 to -53809524.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 17 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -142156.500000 Penalty: 1191.722412
	Iteration 0F: 2 clusters Score -142156.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140362.312500 Penalty: 2383.444824
	Iteration 0F: 3 clusters Score -140362.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -140691.703125 Penalty: 2383.444824
	Iteration 1F: 3 clusters Score -140691.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -140801.281250 Penalty: 2383.444824
	Iteration 2F: 3 clusters Score -140801.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -140878.156250 Penalty: 2383.444824
	Iteration 3F: 3 clusters Score -140878.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -140933.796875 Penalty: 2383.444824
	Iteration 4Q: 3 clusters Score -140933.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -140973.937500 Penalty: 2383.444824
	Iteration 5Q: 3 clusters Score -140973.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -141020.484375 Penalty: 2383.444824
	Iteration 6Q: 3 clusters Score -141020.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -141065.156250 Penalty: 2383.444824
	Iteration 7Q: 3 clusters Score -141065.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -141119.500000 Penalty: 2383.444824
	Iteration 8Q: 3 clusters Score -141119.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -141173.546875 Penalty: 2383.444824
	Iteration 9Q: 3 clusters Score -141173.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -141265.859375 Penalty: 2383.444824
	Iteration 10Q: 3 clusters Score -141265.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -141374.343750 Penalty: 2383.444824
	Iteration 11Q: 3 clusters Score -141374.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -141462.250000 Penalty: 2383.444824
	Iteration 12Q: 3 clusters Score -141462.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -141524.718750 Penalty: 2383.444824
	Iteration 13Q: 3 clusters Score -141524.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -141566.093750 Penalty: 2383.444824
	Iteration 14Q: 3 clusters Score -141566.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -141598.078125 Penalty: 2383.444824
	Iteration 15Q: 3 clusters Score -141598.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -141613.468750 Penalty: 2383.444824
	Iteration 16Q: 3 clusters Score -141613.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -141627.453125 Penalty: 2383.444824
	Iteration 17Q: 3 clusters Score -141627.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -141641.968750 Penalty: 2383.444824
	Iteration 18Q: 3 clusters Score -141642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141650.687500 Penalty: 2383.444824
	Iteration 19Q: 3 clusters Score -141650.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -141658.562500 Penalty: 2383.444824
	Iteration 20F: 3 clusters Score -141658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -141660.890625 Penalty: 2383.444824
	Iteration 21Q: 3 clusters Score -141660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -141662.265625 Penalty: 2383.444824
	Iteration 22Q: 3 clusters Score -141662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -141663.375000 Penalty: 2383.444824
	Iteration 23Q: 3 clusters Score -141663.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -141664.625000 Penalty: 2383.444824
	Iteration 24Q: 3 clusters Score -141664.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -141665.343750 Penalty: 2383.444824
	Iteration 25Q: 3 clusters Score -141665.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -141665.343750 Penalty: 2383.444824
	Iteration 26F: 3 clusters Score -141665.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -591908.187500 Penalty: 1428.146362
	Iteration 0F: 2 clusters Score -591908.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -587050.437500 Penalty: 2856.292725
	Iteration 0F: 3 clusters Score -587050.4 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -588518.750000 Penalty: 2856.292725
	Iteration 1F: 3 clusters Score -588518.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -588798.687500 Penalty: 2856.292725
	Iteration 2F: 3 clusters Score -588798.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -589052.500000 Penalty: 2856.292725
	Iteration 3F: 3 clusters Score -589052.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -589328.000000 Penalty: 2856.292725
	Iteration 4F: 3 clusters Score -589328 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -589614.375000 Penalty: 2856.292725
	Iteration 5F: 3 clusters Score -589614.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -589886.562500 Penalty: 2856.292725
	Iteration 6F: 3 clusters Score -589886.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -590115.750000 Penalty: 2856.292725
	Iteration 7F: 3 clusters Score -590115.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -590348.250000 Penalty: 2856.292725
	Iteration 8Q: 3 clusters Score -590348.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -590538.437500 Penalty: 2856.292725
	Iteration 9Q: 3 clusters Score -590538.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -590695.875000 Penalty: 2856.292725
	Iteration 10Q: 3 clusters Score -590695.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -590832.250000 Penalty: 2856.292725
	Iteration 11Q: 3 clusters Score -590832.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -590949.062500 Penalty: 2856.292725
	Iteration 12Q: 3 clusters Score -590949.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -591064.437500 Penalty: 2856.292725
	Iteration 13Q: 3 clusters Score -591064.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -591166.500000 Penalty: 2856.292725
	Iteration 14Q: 3 clusters Score -591166.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -591226.812500 Penalty: 2856.292725
	Iteration 15Q: 3 clusters Score -591226.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -591263.125000 Penalty: 2856.292725
	Iteration 16Q: 3 clusters Score -591263.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -591286.562500 Penalty: 2856.292725
	Iteration 17Q: 3 clusters Score -591286.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -591302.312500 Penalty: 2856.292725
	Iteration 18Q: 3 clusters Score -591302.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -591316.062500 Penalty: 2856.292725
	Iteration 19Q: 3 clusters Score -591316.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -591330.000000 Penalty: 2856.292725
	Iteration 20F: 3 clusters Score -591330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -591339.625000 Penalty: 2856.292725
	Iteration 21Q: 3 clusters Score -591339.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -591346.312500 Penalty: 2856.292725
	Iteration 22Q: 3 clusters Score -591346.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -591349.062500 Penalty: 2856.292725
	Iteration 23Q: 3 clusters Score -591349.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -591351.750000 Penalty: 2856.292725
	Iteration 24Q: 3 clusters Score -591351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -591355.437500 Penalty: 2856.292725
	Iteration 25Q: 3 clusters Score -591355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -591357.562500 Penalty: 2856.292725
	Iteration 26Q: 3 clusters Score -591357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -591359.125000 Penalty: 2856.292725
	Iteration 27Q: 3 clusters Score -591359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -591361.187500 Penalty: 2856.292725
	Iteration 28Q: 3 clusters Score -591361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -591361.812500 Penalty: 2856.292725
	Iteration 29Q: 3 clusters Score -591361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -591362.812500 Penalty: 2856.292725
	Iteration 30Q: 3 clusters Score -591362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -591364.312500 Penalty: 2856.292725
	Iteration 31Q: 3 clusters Score -591364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -591364.125000 Penalty: 2856.292725
	Iteration 32Q: 3 clusters Score -591364.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -591364.125000 Penalty: 2856.292725
	Iteration 33F: 3 clusters Score -591364.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Entering Unmasked Estep 
Score: -1245961.750000 Penalty: 1546.825684
	Iteration 0F: 2 clusters Score -1245962 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 6780 members 
Entering Unmasked Estep 
Score: -1236418.625000 Penalty: 3093.651367
	Iteration 0F: 3 clusters Score -1236419 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1239730.750000 Penalty: 3093.651367
	Iteration 1F: 3 clusters Score -1239731 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1240063.250000 Penalty: 3093.651367
	Iteration 2F: 3 clusters Score -1240063 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1240483.375000 Penalty: 3093.651367
	Iteration 3F: 3 clusters Score -1240483 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1241149.000000 Penalty: 3093.651367
	Iteration 4F: 3 clusters Score -1241149 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1241991.750000 Penalty: 3093.651367
	Iteration 5F: 3 clusters Score -1241992 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1242826.750000 Penalty: 3093.651367
	Iteration 6F: 3 clusters Score -1242827 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1243378.750000 Penalty: 3093.651367
	Iteration 7F: 3 clusters Score -1243379 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1243652.625000 Penalty: 3093.651367
	Iteration 8Q: 3 clusters Score -1243653 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1243801.000000 Penalty: 3093.651367
	Iteration 9Q: 3 clusters Score -1243801 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1243871.500000 Penalty: 3093.651367
	Iteration 10Q: 3 clusters Score -1243872 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1243928.125000 Penalty: 3093.651367
	Iteration 11Q: 3 clusters Score -1243928 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1243960.750000 Penalty: 3093.651367
	Iteration 12Q: 3 clusters Score -1243961 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1243974.500000 Penalty: 3093.651367
	Iteration 13Q: 3 clusters Score -1243974 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1243985.750000 Penalty: 3093.651367
	Iteration 14Q: 3 clusters Score -1243986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1243997.500000 Penalty: 3093.651367
	Iteration 15Q: 3 clusters Score -1243998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1244012.375000 Penalty: 3093.651367
	Iteration 16Q: 3 clusters Score -1244012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1244021.500000 Penalty: 3093.651367
	Iteration 17Q: 3 clusters Score -1244022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1244027.125000 Penalty: 3093.651367
	Iteration 18Q: 3 clusters Score -1244027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1244037.500000 Penalty: 3093.651367
	Iteration 19Q: 3 clusters Score -1244038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1244044.875000 Penalty: 3093.651367
	Iteration 20F: 3 clusters Score -1244045 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1244053.750000 Penalty: 3093.651367
	Iteration 21Q: 3 clusters Score -1244054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1244062.000000 Penalty: 3093.651367
	Iteration 22Q: 3 clusters Score -1244062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1244073.000000 Penalty: 3093.651367
	Iteration 23Q: 3 clusters Score -1244073 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1244083.250000 Penalty: 3093.651367
	Iteration 24Q: 3 clusters Score -1244083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1244096.875000 Penalty: 3093.651367
	Iteration 25Q: 3 clusters Score -1244097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1244106.125000 Penalty: 3093.651367
	Iteration 26Q: 3 clusters Score -1244106 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1244126.000000 Penalty: 3093.651367
	Iteration 27Q: 3 clusters Score -1244126 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1244140.250000 Penalty: 3093.651367
	Iteration 28Q: 3 clusters Score -1244140 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1244160.250000 Penalty: 3093.651367
	Iteration 29Q: 3 clusters Score -1244160 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1244177.125000 Penalty: 3093.651367
	Iteration 30Q: 3 clusters Score -1244177 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1244205.625000 Penalty: 3093.651367
	Iteration 31Q: 3 clusters Score -1244206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1244229.750000 Penalty: 3093.651367
	Iteration 32Q: 3 clusters Score -1244230 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1244249.875000 Penalty: 3093.651367
	Iteration 33Q: 3 clusters Score -1244250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1244281.375000 Penalty: 3093.651367
	Iteration 34Q: 3 clusters Score -1244281 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1244309.125000 Penalty: 3093.651367
	Iteration 35Q: 3 clusters Score -1244309 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1244346.000000 Penalty: 3093.651367
	Iteration 36Q: 3 clusters Score -1244346 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1244377.875000 Penalty: 3093.651367
	Iteration 37Q: 3 clusters Score -1244378 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1244411.375000 Penalty: 3093.651367
	Iteration 38Q: 3 clusters Score -1244411 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1244440.375000 Penalty: 3093.651367
	Iteration 39Q: 3 clusters Score -1244440 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1244459.000000 Penalty: 3093.651367
	Iteration 40F: 3 clusters Score -1244459 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1244474.125000 Penalty: 3093.651367
	Iteration 41Q: 3 clusters Score -1244474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1244491.000000 Penalty: 3093.651367
	Iteration 42Q: 3 clusters Score -1244491 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1244511.250000 Penalty: 3093.651367
	Iteration 43Q: 3 clusters Score -1244511 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1244542.625000 Penalty: 3093.651367
	Iteration 44Q: 3 clusters Score -1244543 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1244573.875000 Penalty: 3093.651367
	Iteration 45Q: 3 clusters Score -1244574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1244598.500000 Penalty: 3093.651367
	Iteration 46Q: 3 clusters Score -1244598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1244614.875000 Penalty: 3093.651367
	Iteration 47Q: 3 clusters Score -1244615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1244627.750000 Penalty: 3093.651367
	Iteration 48Q: 3 clusters Score -1244628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1244639.625000 Penalty: 3093.651367
	Iteration 49Q: 3 clusters Score -1244640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1244650.625000 Penalty: 3093.651367
	Iteration 50Q: 3 clusters Score -1244651 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1244657.000000 Penalty: 3093.651367
	Iteration 51Q: 3 clusters Score -1244657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1244668.250000 Penalty: 3093.651367
	Iteration 52Q: 3 clusters Score -1244668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1244667.000000 Penalty: 3093.651367
	Iteration 53Q: 3 clusters Score -1244667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1244665.250000 Penalty: 3093.651367
	Iteration 54Q: 3 clusters Score -1244665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1244669.125000 Penalty: 3093.651367
	Iteration 55Q: 3 clusters Score -1244669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1244672.875000 Penalty: 3093.651367
	Iteration 56Q: 3 clusters Score -1244673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1244676.000000 Penalty: 3093.651367
	Iteration 57Q: 3 clusters Score -1244676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1244683.250000 Penalty: 3093.651367
	Iteration 58Q: 3 clusters Score -1244683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1244685.750000 Penalty: 3093.651367
	Iteration 59Q: 3 clusters Score -1244686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1244690.875000 Penalty: 3093.651367
	Iteration 60F: 3 clusters Score -1244691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1244697.750000 Penalty: 3093.651367
	Iteration 61Q: 3 clusters Score -1244698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1244701.875000 Penalty: 3093.651367
	Iteration 62Q: 3 clusters Score -1244702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1244706.125000 Penalty: 3093.651367
	Iteration 63Q: 3 clusters Score -1244706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1244713.750000 Penalty: 3093.651367
	Iteration 64Q: 3 clusters Score -1244714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1244722.375000 Penalty: 3093.651367
	Iteration 65Q: 3 clusters Score -1244722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1244727.625000 Penalty: 3093.651367
	Iteration 66Q: 3 clusters Score -1244728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1244730.500000 Penalty: 3093.651367
	Iteration 67Q: 3 clusters Score -1244730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1244734.500000 Penalty: 3093.651367
	Iteration 68Q: 3 clusters Score -1244734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1244738.750000 Penalty: 3093.651367
	Iteration 69Q: 3 clusters Score -1244739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1244739.750000 Penalty: 3093.651367
	Iteration 70Q: 3 clusters Score -1244740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1244744.625000 Penalty: 3093.651367
	Iteration 71Q: 3 clusters Score -1244745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1244745.375000 Penalty: 3093.651367
	Iteration 72Q: 3 clusters Score -1244745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1244748.875000 Penalty: 3093.651367
	Iteration 73Q: 3 clusters Score -1244749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1244752.875000 Penalty: 3093.651367
	Iteration 74Q: 3 clusters Score -1244753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1244755.500000 Penalty: 3093.651367
	Iteration 75Q: 3 clusters Score -1244756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1244756.125000 Penalty: 3093.651367
	Iteration 76Q: 3 clusters Score -1244756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1244757.750000 Penalty: 3093.651367
	Iteration 77Q: 3 clusters Score -1244758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1244765.125000 Penalty: 3093.651367
	Iteration 78Q: 3 clusters Score -1244765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1244761.500000 Penalty: 3093.651367
	Iteration 79Q: 3 clusters Score -1244762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1244764.750000 Penalty: 3093.651367
	Iteration 80F: 3 clusters Score -1244765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1244766.375000 Penalty: 3093.651367
	Iteration 81Q: 3 clusters Score -1244766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1244768.625000 Penalty: 3093.651367
	Iteration 82Q: 3 clusters Score -1244769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1244767.250000 Penalty: 3093.651367
	Iteration 83Q: 3 clusters Score -1244767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1244764.750000 Penalty: 3093.651367
	Iteration 84Q: 3 clusters Score -1244765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1244768.250000 Penalty: 3093.651367
	Iteration 85Q: 3 clusters Score -1244768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1244769.750000 Penalty: 3093.651367
	Iteration 86Q: 3 clusters Score -1244770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1244770.000000 Penalty: 3093.651367
	Iteration 87Q: 3 clusters Score -1244770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1244771.875000 Penalty: 3093.651367
	Iteration 88Q: 3 clusters Score -1244772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1244773.375000 Penalty: 3093.651367
	Iteration 89Q: 3 clusters Score -1244773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1244774.125000 Penalty: 3093.651367
	Iteration 90Q: 3 clusters Score -1244774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1244774.500000 Penalty: 3093.651367
	Iteration 91Q: 3 clusters Score -1244774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1244777.250000 Penalty: 3093.651367
	Iteration 92Q: 3 clusters Score -1244777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1244777.250000 Penalty: 3093.651367
	Iteration 93Q: 3 clusters Score -1244777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1244777.625000 Penalty: 3093.651367
	Iteration 94Q: 3 clusters Score -1244778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1244778.000000 Penalty: 3093.651367
	Iteration 95Q: 3 clusters Score -1244778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1244778.875000 Penalty: 3093.651367
	Iteration 96Q: 3 clusters Score -1244779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1244777.500000 Penalty: 3093.651367
	Iteration 97Q: 3 clusters Score -1244778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1244778.625000 Penalty: 3093.651367
	Iteration 98Q: 3 clusters Score -1244779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1244778.250000 Penalty: 3093.651367
	Iteration 99Q: 3 clusters Score -1244778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1244781.125000 Penalty: 3093.651367
	Iteration 100F: 3 clusters Score -1244781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1244781.500000 Penalty: 3093.651367
	Iteration 101Q: 3 clusters Score -1244782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1244781.625000 Penalty: 3093.651367
	Iteration 102Q: 3 clusters Score -1244782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1244781.875000 Penalty: 3093.651367
	Iteration 103Q: 3 clusters Score -1244782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1244781.875000 Penalty: 3093.651367
	Iteration 104F: 3 clusters Score -1244782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (73959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Entering Unmasked Estep 
Score: -6795543.000000 Penalty: 1821.830811
	Iteration 0F: 2 clusters Score -6795543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -6746400.500000 Penalty: 3643.661621
	Iteration 0F: 3 clusters Score -6746400 nChanged 34889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -6766249.500000 Penalty: 3643.661621
	Iteration 1F: 3 clusters Score -6766250 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -6766799.500000 Penalty: 3643.661621
	Iteration 2Q: 3 clusters Score -6766800 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -6767523.000000 Penalty: 3643.661621
	Iteration 3Q: 3 clusters Score -6767523 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -6768641.000000 Penalty: 3643.661621
	Iteration 4Q: 3 clusters Score -6768641 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -6770292.000000 Penalty: 3643.661621
	Iteration 5Q: 3 clusters Score -6770292 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -6772570.500000 Penalty: 3643.661621
	Iteration 6F: 3 clusters Score -6772570 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -6775240.000000 Penalty: 3643.661621
	Iteration 7F: 3 clusters Score -6775240 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -6777814.000000 Penalty: 3643.661621
	Iteration 8F: 3 clusters Score -6777814 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -6779832.000000 Penalty: 3643.661621
	Iteration 9F: 3 clusters Score -6779832 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -6781142.500000 Penalty: 3643.661621
	Iteration 10Q: 3 clusters Score -6781142 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -6781928.500000 Penalty: 3643.661621
	Iteration 11Q: 3 clusters Score -6781928 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -6782527.000000 Penalty: 3643.661621
	Iteration 12Q: 3 clusters Score -6782527 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -6782887.500000 Penalty: 3643.661621
	Iteration 13Q: 3 clusters Score -6782888 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -6783097.000000 Penalty: 3643.661621
	Iteration 14Q: 3 clusters Score -6783097 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -6783284.500000 Penalty: 3643.661621
	Iteration 15Q: 3 clusters Score -6783284 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -6783492.500000 Penalty: 3643.661621
	Iteration 16Q: 3 clusters Score -6783492 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -6783685.500000 Penalty: 3643.661621
	Iteration 17Q: 3 clusters Score -6783686 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -6783872.000000 Penalty: 3643.661621
	Iteration 18Q: 3 clusters Score -6783872 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -6784106.000000 Penalty: 3643.661621
	Iteration 19Q: 3 clusters Score -6784106 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -6784321.500000 Penalty: 3643.661621
	Iteration 20F: 3 clusters Score -6784322 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -6784658.500000 Penalty: 3643.661621
	Iteration 21Q: 3 clusters Score -6784658 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -6785061.500000 Penalty: 3643.661621
	Iteration 22Q: 3 clusters Score -6785062 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -6785622.500000 Penalty: 3643.661621
	Iteration 23Q: 3 clusters Score -6785622 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -6786208.500000 Penalty: 3643.661621
	Iteration 24Q: 3 clusters Score -6786208 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -6786902.500000 Penalty: 3643.661621
	Iteration 25Q: 3 clusters Score -6786902 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -6787705.000000 Penalty: 3643.661621
	Iteration 26Q: 3 clusters Score -6787705 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
Score: -6788559.500000 Penalty: 3643.661621
	Iteration 27Q: 3 clusters Score -6788560 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -6789538.500000 Penalty: 3643.661621
	Iteration 28Q: 3 clusters Score -6789538 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -6790465.500000 Penalty: 3643.661621
	Iteration 29Q: 3 clusters Score -6790466 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -6791353.500000 Penalty: 3643.661621
	Iteration 30Q: 3 clusters Score -6791354 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -6792052.500000 Penalty: 3643.661621
	Iteration 31Q: 3 clusters Score -6792052 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
Score: -6792629.000000 Penalty: 3643.661621
	Iteration 32Q: 3 clusters Score -6792629 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -6793084.500000 Penalty: 3643.661621
	Iteration 33Q: 3 clusters Score -6793084 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -6793441.000000 Penalty: 3643.661621
	Iteration 34Q: 3 clusters Score -6793441 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -6793624.000000 Penalty: 3643.661621
	Iteration 35Q: 3 clusters Score -6793624 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 71314 members 
Entering Unmasked Estep 
Score: -6793822.000000 Penalty: 3643.661621
	Iteration 36Q: 3 clusters Score -6793822 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -6793943.500000 Penalty: 3643.661621
	Iteration 37Q: 3 clusters Score -6793944 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -6794008.000000 Penalty: 3643.661621
	Iteration 38Q: 3 clusters Score -6794008 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -6794058.500000 Penalty: 3643.661621
	Iteration 39Q: 3 clusters Score -6794058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -6794101.500000 Penalty: 3643.661621
	Iteration 40F: 3 clusters Score -6794102 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 72332 members 
Entering Unmasked Estep 
Score: -6794165.000000 Penalty: 3643.661621
	Iteration 41Q: 3 clusters Score -6794165 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -6794188.500000 Penalty: 3643.661621
	Iteration 42Q: 3 clusters Score -6794188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -6794216.500000 Penalty: 3643.661621
	Iteration 43Q: 3 clusters Score -6794216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 72536 members 
Entering Unmasked Estep 
Score: -6794225.000000 Penalty: 3643.661621
	Iteration 44Q: 3 clusters Score -6794225 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -6794241.000000 Penalty: 3643.661621
	Iteration 45Q: 3 clusters Score -6794241 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -6794257.000000 Penalty: 3643.661621
	Iteration 46Q: 3 clusters Score -6794257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -6794261.500000 Penalty: 3643.661621
	Iteration 47Q: 3 clusters Score -6794262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -6794265.500000 Penalty: 3643.661621
	Iteration 48Q: 3 clusters Score -6794266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -6794280.500000 Penalty: 3643.661621
	Iteration 49Q: 3 clusters Score -6794280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -6794290.500000 Penalty: 3643.661621
	Iteration 50Q: 3 clusters Score -6794290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -6794281.500000 Penalty: 3643.661621
	Iteration 51Q: 3 clusters Score -6794282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -6794288.000000 Penalty: 3643.661621
	Iteration 52Q: 3 clusters Score -6794288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -6794292.500000 Penalty: 3643.661621
	Iteration 53Q: 3 clusters Score -6794292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -6794295.500000 Penalty: 3643.661621
	Iteration 54Q: 3 clusters Score -6794296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -6794307.000000 Penalty: 3643.661621
	Iteration 55Q: 3 clusters Score -6794307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -6794302.500000 Penalty: 3643.661621
	Iteration 56Q: 3 clusters Score -6794302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -6794300.500000 Penalty: 3643.661621
	Iteration 57Q: 3 clusters Score -6794300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -6794305.500000 Penalty: 3643.661621
	Iteration 58Q: 3 clusters Score -6794306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -6794302.000000 Penalty: 3643.661621
	Iteration 59Q: 3 clusters Score -6794302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -6794302.000000 Penalty: 3643.661621
	Iteration 60F: 3 clusters Score -6794302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (239105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239105 members 
Entering Unmasked Estep 
Score: -21766182.000000 Penalty: 2012.506958
	Iteration 0F: 2 clusters Score -2.176618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119269 members 
Mstep: Class 2 contains 119836 members 
Entering Unmasked Estep 
Score: -21611940.000000 Penalty: 4025.013916
	Iteration 0F: 3 clusters Score -2.161194e+07 nChanged 115881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108768 members 
Mstep: Class 2 contains 130337 members 
Entering Unmasked Estep 
Score: -21681534.000000 Penalty: 4025.013916
	Iteration 1F: 3 clusters Score -2.168153e+07 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101176 members 
Mstep: Class 2 contains 137929 members 
Entering Unmasked Estep 
Score: -21685000.000000 Penalty: 4025.013916
	Iteration 2Q: 3 clusters Score -2.1685e+07 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 149292 members 
Entering Unmasked Estep 
Score: -21691846.000000 Penalty: 4025.013916
	Iteration 3F: 3 clusters Score -2.169185e+07 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 164960 members 
Entering Unmasked Estep 
Score: -21702852.000000 Penalty: 4025.013916
	Iteration 4F: 3 clusters Score -2.170285e+07 nChanged 20193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 183943 members 
Entering Unmasked Estep 
Score: -21718500.000000 Penalty: 4025.013916
	Iteration 5F: 3 clusters Score -2.17185e+07 nChanged 19853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 203168 members 
Entering Unmasked Estep 
Score: -21735376.000000 Penalty: 4025.013916
	Iteration 6F: 3 clusters Score -2.173538e+07 nChanged 15962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 218890 members 
Entering Unmasked Estep 
Score: -21748996.000000 Penalty: 4025.013916
	Iteration 7F: 3 clusters Score -2.1749e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 229048 members 
Entering Unmasked Estep 
Score: -21757366.000000 Penalty: 4025.013916
	Iteration 8Q: 3 clusters Score -2.175737e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 234405 members 
Entering Unmasked Estep 
Score: -21761460.000000 Penalty: 4025.013916
	Iteration 9Q: 3 clusters Score -2.176146e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 236872 members 
Entering Unmasked Estep 
Score: -21763342.000000 Penalty: 4025.013916
	Iteration 10Q: 3 clusters Score -2.176334e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 237886 members 
Entering Unmasked Estep 
Score: -21764054.000000 Penalty: 4025.013916
	Iteration 11Q: 3 clusters Score -2.176405e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 238275 members 
Entering Unmasked Estep 
Score: -21764334.000000 Penalty: 4025.013916
	Iteration 12Q: 3 clusters Score -2.176433e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 238442 members 
Entering Unmasked Estep 
Score: -21764422.000000 Penalty: 4025.013916
	Iteration 13Q: 3 clusters Score -2.176442e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 238542 members 
Entering Unmasked Estep 
Score: -21764478.000000 Penalty: 4025.013916
	Iteration 14Q: 3 clusters Score -2.176448e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 238602 members 
Entering Unmasked Estep 
Score: -21764506.000000 Penalty: 4025.013916
	Iteration 15Q: 3 clusters Score -2.176451e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 238637 members 
Entering Unmasked Estep 
Score: -21764500.000000 Penalty: 4025.013916
	Iteration 16Q: 3 clusters Score -2.17645e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 238655 members 
Entering Unmasked Estep 
Score: -21764520.000000 Penalty: 4025.013916
	Iteration 17Q: 3 clusters Score -2.176452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 238666 members 
Entering Unmasked Estep 
Score: -21764518.000000 Penalty: 4025.013916
	Iteration 18Q: 3 clusters Score -2.176452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 238668 members 
Entering Unmasked Estep 
Score: -21764546.000000 Penalty: 4025.013916
	Iteration 19Q: 3 clusters Score -2.176455e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 238675 members 
Entering Unmasked Estep 
Score: -21764546.000000 Penalty: 4025.013916
	Iteration 20F: 3 clusters Score -2.176455e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 238678 members 
Entering Unmasked Estep 
Score: -21764570.000000 Penalty: 4025.013916
	Iteration 21Q: 3 clusters Score -2.176457e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 238678 members 
Entering Unmasked Estep 
Score: -21764612.000000 Penalty: 4025.013916
	Iteration 22Q: 3 clusters Score -2.176461e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 238683 members 
Entering Unmasked Estep 
Score: -21764616.000000 Penalty: 4025.013916
	Iteration 23Q: 3 clusters Score -2.176462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 238682 members 
Entering Unmasked Estep 
Score: -21764610.000000 Penalty: 4025.013916
	Iteration 24Q: 3 clusters Score -2.176461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 238684 members 
Entering Unmasked Estep 
Score: -21764650.000000 Penalty: 4025.013916
	Iteration 25Q: 3 clusters Score -2.176465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 238684 members 
Entering Unmasked Estep 
Score: -21764664.000000 Penalty: 4025.013916
	Iteration 26Q: 3 clusters Score -2.176466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 238683 members 
Entering Unmasked Estep 
Score: -21764678.000000 Penalty: 4025.013916
	Iteration 27Q: 3 clusters Score -2.176468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 238683 members 
Entering Unmasked Estep 
Score: -21764674.000000 Penalty: 4025.013916
	Iteration 28Q: 3 clusters Score -2.176467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 238684 members 
Entering Unmasked Estep 
Score: -21764678.000000 Penalty: 4025.013916
	Iteration 29Q: 3 clusters Score -2.176468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 238685 members 
Entering Unmasked Estep 
Score: -21764668.000000 Penalty: 4025.013916
	Iteration 30Q: 3 clusters Score -2.176467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 238685 members 
Entering Unmasked Estep 
Score: -21764672.000000 Penalty: 4025.013916
	Iteration 31Q: 3 clusters Score -2.176467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 238685 members 
Entering Unmasked Estep 
Score: -21764672.000000 Penalty: 4025.013916
	Iteration 32F: 3 clusters Score -2.176467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 111906 members 
Mstep: Class 3 contains 7038 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 12631 members 
Mstep: Class 8 contains 7224 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 15456 members 
Mstep: Class 13 contains 7291 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 11041 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 21 contains 13615 members 
Mstep: Class 22 contains 73959 members 
Mstep: Class 23 contains 239105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53812248.000000 Penalty: 49689.800781
Iteration 39Q: 24 clusters Score -5.381225e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 112536 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 1071 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 13170 members 
Mstep: Class 7 contains 12590 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 11 contains 15570 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 7420 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 4687 members 
Mstep: Class 16 contains 11108 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 1801 members 
Mstep: Class 19 contains 6618 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 11558 members 
Mstep: Class 22 contains 75886 members 
Mstep: Class 23 contains 238248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2088.941895 but Gain 2160.429688
Score: -53816964.000000 Penalty: 47529.371094
Iteration 40F: 23 clusters Score -5.381696e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 112724 members 
Mstep: Class 3 contains 6690 members 
Mstep: Class 4 contains 997 members 
Mstep: Class 5 contains 1943 members 
Mstep: Class 6 contains 13054 members 
Mstep: Class 7 contains 12367 members 
Mstep: Class 8 contains 7360 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 15873 members 
Mstep: Class 12 contains 3606 members 
Mstep: Class 13 contains 7582 members 
Mstep: Class 15 contains 4732 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 1672 members 
Mstep: Class 18 contains 2190 members 
Mstep: Class 19 contains 6622 members 
Mstep: Class 20 contains 1047 members 
Mstep: Class 21 contains 9502 members 
Mstep: Class 22 contains 77788 members 
Mstep: Class 23 contains 238674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53822504.000000 Penalty: 47529.371094
Iteration 41Q: 23 clusters Score -5.38225e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 112803 members 
Mstep: Class 3 contains 6633 members 
Mstep: Class 4 contains 954 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 12958 members 
Mstep: Class 7 contains 12190 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 10 contains 3664 members 
Mstep: Class 11 contains 16085 members 
Mstep: Class 12 contains 3624 members 
Mstep: Class 13 contains 7754 members 
Mstep: Class 15 contains 4812 members 
Mstep: Class 16 contains 11124 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 2491 members 
Mstep: Class 19 contains 6736 members 
Mstep: Class 20 contains 1072 members 
Mstep: Class 21 contains 7563 members 
Mstep: Class 22 contains 79676 members 
Mstep: Class 23 contains 237201 members 
Entering Unmasked Estep 
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Score: -53825444.000000 Penalty: 47529.371094
Iteration 42Q: 23 clusters Score -5.382544e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 112847 members 
Mstep: Class 3 contains 6591 members 
Mstep: Class 4 contains 944 members 
Mstep: Class 5 contains 2100 members 
Mstep: Class 6 contains 12890 members 
Mstep: Class 7 contains 12041 members 
Mstep: Class 8 contains 6910 members 
Mstep: Class 9 contains 1362 members 
Mstep: Class 10 contains 3621 members 
Mstep: Class 11 contains 16245 members 
Mstep: Class 12 contains 3648 members 
Mstep: Class 13 contains 7928 members 
Mstep: Class 15 contains 4900 members 
Mstep: Class 16 contains 11131 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 2726 members 
Mstep: Class 19 contains 6888 members 
Mstep: Class 20 contains 1075 members 
Mstep: Class 21 contains 5835 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 235771 members 
Entering Unmasked Estep 
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Iteration 43Q: 23 clusters Score -5.382766e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 112879 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 921 members 
Mstep: Class 5 contains 2127 members 
Mstep: Class 6 contains 12840 members 
Mstep: Class 7 contains 11928 members 
Mstep: Class 8 contains 6695 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 3591 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 3663 members 
Mstep: Class 13 contains 8131 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 11138 members 
Mstep: Class 17 contains 1826 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 6996 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 82945 members 
Mstep: Class 23 contains 234467 members 
Entering Unmasked Estep 
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Iteration 44Q: 23 clusters Score -5.382927e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 112878 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 918 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 12802 members 
Mstep: Class 7 contains 11794 members 
Mstep: Class 8 contains 6502 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 11 contains 16437 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 8335 members 
Mstep: Class 15 contains 5059 members 
Mstep: Class 16 contains 11146 members 
Mstep: Class 17 contains 1845 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 7119 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 3313 members 
Mstep: Class 22 contains 84065 members 
Mstep: Class 23 contains 233315 members 
Entering Unmasked Estep 
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Iteration 45Q: 23 clusters Score -5.383063e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 112871 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 2132 members 
Mstep: Class 6 contains 12752 members 
Mstep: Class 7 contains 11657 members 
Mstep: Class 8 contains 6299 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 16503 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 8526 members 
Mstep: Class 15 contains 5129 members 
Mstep: Class 16 contains 11160 members 
Mstep: Class 17 contains 1856 members 
Mstep: Class 18 contains 3152 members 
Mstep: Class 19 contains 7243 members 
Mstep: Class 20 contains 1043 members 
Mstep: Class 21 contains 2673 members 
Mstep: Class 22 contains 84826 members 
Mstep: Class 23 contains 232218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53831584.000000 Penalty: 47529.371094
Iteration 46Q: 23 clusters Score -5.383158e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 112852 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 2120 members 
Mstep: Class 6 contains 12727 members 
Mstep: Class 7 contains 11515 members 
Mstep: Class 8 contains 6121 members 
Mstep: Class 9 contains 1485 members 
Mstep: Class 10 contains 3587 members 
Mstep: Class 11 contains 16549 members 
Mstep: Class 12 contains 3682 members 
Mstep: Class 13 contains 8710 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 16 contains 11168 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 3254 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 85215 members 
Mstep: Class 23 contains 231219 members 
Entering Unmasked Estep 
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Score: -53831932.000000 Penalty: 47529.371094
Iteration 47Q: 23 clusters Score -5.383193e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 112832 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 2095 members 
Mstep: Class 6 contains 12701 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 5992 members 
Mstep: Class 9 contains 1502 members 
Mstep: Class 10 contains 3588 members 
Mstep: Class 11 contains 16602 members 
Mstep: Class 12 contains 3680 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 15 contains 5244 members 
Mstep: Class 16 contains 11168 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 3336 members 
Mstep: Class 19 contains 7469 members 
Mstep: Class 20 contains 1043 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 85442 members 
Mstep: Class 23 contains 230262 members 
Entering Unmasked Estep 
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Iteration 48Q: 23 clusters Score -5.383228e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 59977 members 
Mstep: Class 2 contains 112832 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 890 members 
Mstep: Class 5 contains 2082 members 
Mstep: Class 6 contains 12677 members 
Mstep: Class 7 contains 11285 members 
Mstep: Class 8 contains 5869 members 
Mstep: Class 9 contains 1517 members 
Mstep: Class 10 contains 3578 members 
Mstep: Class 11 contains 16656 members 
Mstep: Class 12 contains 3682 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 15 contains 5283 members 
Mstep: Class 16 contains 11177 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 3425 members 
Mstep: Class 19 contains 7591 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 85602 members 
Mstep: Class 23 contains 229354 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -5.383238e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 112825 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2067 members 
Mstep: Class 6 contains 12661 members 
Mstep: Class 7 contains 11180 members 
Mstep: Class 8 contains 5742 members 
Mstep: Class 9 contains 1534 members 
Mstep: Class 10 contains 3571 members 
Mstep: Class 11 contains 16713 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 13 contains 9142 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 11181 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 3521 members 
Mstep: Class 19 contains 7729 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 85690 members 
Mstep: Class 23 contains 228523 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -5.383257e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 112810 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 12645 members 
Mstep: Class 7 contains 11083 members 
Mstep: Class 8 contains 5642 members 
Mstep: Class 9 contains 1542 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 16761 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 13 contains 9249 members 
Mstep: Class 15 contains 5345 members 
Mstep: Class 16 contains 11187 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 3602 members 
Mstep: Class 19 contains 7865 members 
Mstep: Class 20 contains 1034 members 
Mstep: Class 21 contains 2036 members 
Mstep: Class 22 contains 85775 members 
Mstep: Class 23 contains 227759 members 
Entering Unmasked Estep 
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Score: -53832724.000000 Penalty: 47529.371094
Iteration 51Q: 23 clusters Score -5.383272e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 112799 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 12634 members 
Mstep: Class 7 contains 10978 members 
Mstep: Class 8 contains 5587 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 3593 members 
Mstep: Class 11 contains 16787 members 
Mstep: Class 12 contains 3676 members 
Mstep: Class 13 contains 9357 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 11187 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 3687 members 
Mstep: Class 19 contains 7996 members 
Mstep: Class 20 contains 1031 members 
Mstep: Class 21 contains 2013 members 
Mstep: Class 22 contains 85837 members 
Mstep: Class 23 contains 227006 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -5.383303e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 112795 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 5 contains 2026 members 
Mstep: Class 6 contains 12628 members 
Mstep: Class 7 contains 10877 members 
Mstep: Class 8 contains 5537 members 
Mstep: Class 9 contains 1548 members 
Mstep: Class 10 contains 3592 members 
Mstep: Class 11 contains 16814 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 9447 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 11193 members 
Mstep: Class 17 contains 1944 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 8114 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 85875 members 
Mstep: Class 23 contains 226315 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -5.383329e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 112790 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 2013 members 
Mstep: Class 6 contains 12620 members 
Mstep: Class 7 contains 10791 members 
Mstep: Class 8 contains 5481 members 
Mstep: Class 9 contains 1548 members 
Mstep: Class 10 contains 3588 members 
Mstep: Class 11 contains 16849 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 9544 members 
Mstep: Class 15 contains 5429 members 
Mstep: Class 16 contains 11197 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 3839 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 85901 members 
Mstep: Class 23 contains 225665 members 
Entering Unmasked Estep 
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Score: -53833552.000000 Penalty: 47529.371094
Iteration 54Q: 23 clusters Score -5.383355e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 112776 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 1999 members 
Mstep: Class 6 contains 12609 members 
Mstep: Class 7 contains 10711 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 3578 members 
Mstep: Class 11 contains 16882 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 9632 members 
Mstep: Class 15 contains 5457 members 
Mstep: Class 16 contains 11200 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 8385 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 85917 members 
Mstep: Class 23 contains 225042 members 
Entering Unmasked Estep 
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Score: -53833532.000000 Penalty: 47529.371094
Iteration 55Q: 23 clusters Score -5.383353e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 112748 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 12607 members 
Mstep: Class 7 contains 10648 members 
Mstep: Class 8 contains 5395 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 16911 members 
Mstep: Class 12 contains 3665 members 
Mstep: Class 13 contains 9709 members 
Mstep: Class 15 contains 5485 members 
Mstep: Class 16 contains 11199 members 
Mstep: Class 17 contains 1988 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 8537 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 1956 members 
Mstep: Class 22 contains 85938 members 
Mstep: Class 23 contains 224434 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -5.383357e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 63669 members 
Mstep: Class 2 contains 112728 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 12604 members 
Mstep: Class 7 contains 10581 members 
Mstep: Class 8 contains 5355 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 3587 members 
Mstep: Class 11 contains 16931 members 
Mstep: Class 12 contains 3660 members 
Mstep: Class 13 contains 9793 members 
Mstep: Class 15 contains 5517 members 
Mstep: Class 16 contains 11210 members 
Mstep: Class 17 contains 2002 members 
Mstep: Class 18 contains 4025 members 
Mstep: Class 19 contains 8686 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 1957 members 
Mstep: Class 22 contains 85944 members 
Mstep: Class 23 contains 223845 members 
Entering Unmasked Estep 
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Score: -53833756.000000 Penalty: 47529.371094
Iteration 57Q: 23 clusters Score -5.383376e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 112687 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 12596 members 
Mstep: Class 7 contains 10527 members 
Mstep: Class 8 contains 5320 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 3607 members 
Mstep: Class 11 contains 16946 members 
Mstep: Class 12 contains 3659 members 
Mstep: Class 13 contains 9862 members 
Mstep: Class 15 contains 5536 members 
Mstep: Class 16 contains 11213 members 
Mstep: Class 17 contains 2019 members 
Mstep: Class 18 contains 4081 members 
Mstep: Class 19 contains 8804 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 1950 members 
Mstep: Class 22 contains 85950 members 
Mstep: Class 23 contains 223329 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -5.383385e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 112659 members 
Mstep: Class 3 contains 6607 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 12594 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 5291 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 16949 members 
Mstep: Class 12 contains 3657 members 
Mstep: Class 13 contains 9932 members 
Mstep: Class 15 contains 5545 members 
Mstep: Class 16 contains 11214 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 4144 members 
Mstep: Class 19 contains 8911 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 1945 members 
Mstep: Class 22 contains 85951 members 
Mstep: Class 23 contains 222871 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -5.383396e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 112636 members 
Mstep: Class 3 contains 6607 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 1957 members 
Mstep: Class 6 contains 12597 members 
Mstep: Class 7 contains 10433 members 
Mstep: Class 8 contains 5265 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 16963 members 
Mstep: Class 12 contains 3655 members 
Mstep: Class 13 contains 9998 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 11218 members 
Mstep: Class 17 contains 2050 members 
Mstep: Class 18 contains 4192 members 
Mstep: Class 19 contains 9023 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 1946 members 
Mstep: Class 22 contains 85943 members 
Mstep: Class 23 contains 222451 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -5.383402e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 112611 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 921 members 
Mstep: Class 5 contains 1948 members 
Mstep: Class 6 contains 12600 members 
Mstep: Class 7 contains 10399 members 
Mstep: Class 8 contains 5208 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 16971 members 
Mstep: Class 12 contains 3649 members 
Mstep: Class 13 contains 10059 members 
Mstep: Class 15 contains 5567 members 
Mstep: Class 16 contains 11221 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 9131 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 1989 members 
Mstep: Class 22 contains 85931 members 
Mstep: Class 23 contains 222031 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -5.383418e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 112572 members 
Mstep: Class 3 contains 6610 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 1931 members 
Mstep: Class 6 contains 12601 members 
Mstep: Class 7 contains 10362 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 16967 members 
Mstep: Class 12 contains 3644 members 
Mstep: Class 13 contains 10118 members 
Mstep: Class 15 contains 5578 members 
Mstep: Class 16 contains 11227 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 9254 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 85940 members 
Mstep: Class 23 contains 221622 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -5.383434e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 112519 members 
Mstep: Class 3 contains 6611 members 
Mstep: Class 4 contains 968 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 12602 members 
Mstep: Class 7 contains 10333 members 
Mstep: Class 8 contains 5134 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 3627 members 
Mstep: Class 11 contains 16974 members 
Mstep: Class 12 contains 3638 members 
Mstep: Class 13 contains 10186 members 
Mstep: Class 15 contains 5587 members 
Mstep: Class 16 contains 11226 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 4318 members 
Mstep: Class 19 contains 9362 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 85940 members 
Mstep: Class 23 contains 221252 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -5.383452e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 112452 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 12600 members 
Mstep: Class 7 contains 10297 members 
Mstep: Class 8 contains 5114 members 
Mstep: Class 9 contains 1548 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 11 contains 16981 members 
Mstep: Class 12 contains 3633 members 
Mstep: Class 13 contains 10261 members 
Mstep: Class 15 contains 5597 members 
Mstep: Class 16 contains 11227 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 9473 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 85926 members 
Mstep: Class 23 contains 220933 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -5.383476e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 112376 members 
Mstep: Class 3 contains 6620 members 
Mstep: Class 4 contains 1004 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 12597 members 
Mstep: Class 7 contains 10265 members 
Mstep: Class 8 contains 5097 members 
Mstep: Class 9 contains 1550 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 16986 members 
Mstep: Class 12 contains 3626 members 
Mstep: Class 13 contains 10334 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 11231 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 4383 members 
Mstep: Class 19 contains 9580 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2059 members 
Mstep: Class 22 contains 85920 members 
Mstep: Class 23 contains 220602 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -5.38347e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 112305 members 
Mstep: Class 3 contains 6624 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 12598 members 
Mstep: Class 7 contains 10240 members 
Mstep: Class 8 contains 5085 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 3748 members 
Mstep: Class 11 contains 16999 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 10398 members 
Mstep: Class 15 contains 5619 members 
Mstep: Class 16 contains 11228 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 4420 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2070 members 
Mstep: Class 22 contains 85910 members 
Mstep: Class 23 contains 220278 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -5.383478e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 112252 members 
Mstep: Class 3 contains 6624 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 12604 members 
Mstep: Class 7 contains 10218 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 1548 members 
Mstep: Class 10 contains 3786 members 
Mstep: Class 11 contains 17011 members 
Mstep: Class 12 contains 3603 members 
Mstep: Class 13 contains 10445 members 
Mstep: Class 15 contains 5623 members 
Mstep: Class 16 contains 11224 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 4453 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2077 members 
Mstep: Class 22 contains 85911 members 
Mstep: Class 23 contains 219999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53834812.000000 Penalty: 47529.371094
Iteration 67Q: 23 clusters Score -5.383481e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 112196 members 
Mstep: Class 3 contains 6627 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 5 contains 1882 members 
Mstep: Class 6 contains 12605 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 1550 members 
Mstep: Class 10 contains 3827 members 
Mstep: Class 11 contains 17024 members 
Mstep: Class 12 contains 3588 members 
Mstep: Class 13 contains 10482 members 
Mstep: Class 15 contains 5628 members 
Mstep: Class 16 contains 11221 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 4489 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85908 members 
Mstep: Class 23 contains 219727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835040.000000 Penalty: 47529.371094
Iteration 68Q: 23 clusters Score -5.383504e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 112138 members 
Mstep: Class 3 contains 6630 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 12606 members 
Mstep: Class 7 contains 10141 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 3866 members 
Mstep: Class 11 contains 17030 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 10520 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 11220 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 9946 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85904 members 
Mstep: Class 23 contains 219475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835144.000000 Penalty: 47529.371094
Iteration 69Q: 23 clusters Score -5.383514e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66324 members 
Mstep: Class 2 contains 112099 members 
Mstep: Class 3 contains 6631 members 
Mstep: Class 4 contains 1051 members 
Mstep: Class 5 contains 1872 members 
Mstep: Class 6 contains 12617 members 
Mstep: Class 7 contains 10102 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 1550 members 
Mstep: Class 10 contains 3895 members 
Mstep: Class 11 contains 17046 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 10551 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 11215 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 4577 members 
Mstep: Class 19 contains 10011 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 22 contains 85893 members 
Mstep: Class 23 contains 219257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835164.000000 Penalty: 47529.371094
Iteration 70Q: 23 clusters Score -5.383516e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 112056 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 12620 members 
Mstep: Class 7 contains 10072 members 
Mstep: Class 8 contains 4992 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 3922 members 
Mstep: Class 11 contains 17057 members 
Mstep: Class 12 contains 3538 members 
Mstep: Class 13 contains 10582 members 
Mstep: Class 15 contains 5642 members 
Mstep: Class 16 contains 11209 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 4609 members 
Mstep: Class 19 contains 10070 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85886 members 
Mstep: Class 23 contains 219051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835256.000000 Penalty: 47529.371094
Iteration 71Q: 23 clusters Score -5.383526e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 112018 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 1065 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 12620 members 
Mstep: Class 7 contains 10041 members 
Mstep: Class 8 contains 4980 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 3942 members 
Mstep: Class 11 contains 17074 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 10608 members 
Mstep: Class 15 contains 5649 members 
Mstep: Class 16 contains 11207 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 10140 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 22 contains 85881 members 
Mstep: Class 23 contains 218843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835328.000000 Penalty: 47529.371094
Iteration 72Q: 23 clusters Score -5.383533e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 111983 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 1070 members 
Mstep: Class 5 contains 1861 members 
Mstep: Class 6 contains 12632 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 4960 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 10629 members 
Mstep: Class 15 contains 5653 members 
Mstep: Class 16 contains 11202 members 
Mstep: Class 17 contains 2177 members 
Mstep: Class 18 contains 4679 members 
Mstep: Class 19 contains 10211 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 22 contains 85882 members 
Mstep: Class 23 contains 218659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835368.000000 Penalty: 47529.371094
Iteration 73Q: 23 clusters Score -5.383537e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 111956 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 1074 members 
Mstep: Class 5 contains 1857 members 
Mstep: Class 6 contains 12646 members 
Mstep: Class 7 contains 9996 members 
Mstep: Class 8 contains 4939 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 3968 members 
Mstep: Class 11 contains 17099 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 13 contains 10655 members 
Mstep: Class 15 contains 5659 members 
Mstep: Class 16 contains 11196 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 19 contains 10289 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2091 members 
Mstep: Class 22 contains 85881 members 
Mstep: Class 23 contains 218456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835456.000000 Penalty: 47529.371094
Iteration 74Q: 23 clusters Score -5.383546e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 66886 members 
Mstep: Class 2 contains 111930 members 
Mstep: Class 3 contains 6641 members 
Mstep: Class 4 contains 1078 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 12662 members 
Mstep: Class 7 contains 9977 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 17110 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 10677 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 11191 members 
Mstep: Class 17 contains 2198 members 
Mstep: Class 18 contains 4754 members 
Mstep: Class 19 contains 10355 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 85868 members 
Mstep: Class 23 contains 218276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835540.000000 Penalty: 47529.371094
Iteration 75Q: 23 clusters Score -5.383554e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 111922 members 
Mstep: Class 3 contains 6642 members 
Mstep: Class 4 contains 1080 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 12669 members 
Mstep: Class 7 contains 9965 members 
Mstep: Class 8 contains 4914 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 3995 members 
Mstep: Class 11 contains 17128 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 10709 members 
Mstep: Class 15 contains 5663 members 
Mstep: Class 16 contains 11189 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 18 contains 4784 members 
Mstep: Class 19 contains 10419 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2095 members 
Mstep: Class 22 contains 85867 members 
Mstep: Class 23 contains 218115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835648.000000 Penalty: 47529.371094
Iteration 76Q: 23 clusters Score -5.383565e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 111915 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 5 contains 1844 members 
Mstep: Class 6 contains 12691 members 
Mstep: Class 7 contains 9953 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 3996 members 
Mstep: Class 11 contains 17150 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 10737 members 
Mstep: Class 15 contains 5669 members 
Mstep: Class 16 contains 11189 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 4817 members 
Mstep: Class 19 contains 10495 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 2097 members 
Mstep: Class 22 contains 85856 members 
Mstep: Class 23 contains 217962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835648.000000 Penalty: 47529.371094
Iteration 77Q: 23 clusters Score -5.383565e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 111901 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 5 contains 1839 members 
Mstep: Class 6 contains 12730 members 
Mstep: Class 7 contains 9947 members 
Mstep: Class 8 contains 4906 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 17169 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 10765 members 
Mstep: Class 15 contains 5673 members 
Mstep: Class 16 contains 11189 members 
Mstep: Class 17 contains 2206 members 
Mstep: Class 18 contains 4848 members 
Mstep: Class 19 contains 10587 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 85848 members 
Mstep: Class 23 contains 217796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53835768.000000 Penalty: 47529.371094
Iteration 78Q: 23 clusters Score -5.383577e+07 nChanged 518
Entering ConstructFrom: 
Score: -53835768.000000 Penalty: 47529.371094
Entering ConstructFrom: 
Trying to split cluster 1 (67111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Entering Unmasked Estep 
Score: -6101859.500000 Penalty: 1806.041748
	Iteration 0F: 2 clusters Score -6101860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -6056847.500000 Penalty: 3612.083496
	Iteration 0F: 3 clusters Score -6056848 nChanged 31770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -6074936.500000 Penalty: 3612.083496
	Iteration 1F: 3 clusters Score -6074936 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -6075688.500000 Penalty: 3612.083496
	Iteration 2Q: 3 clusters Score -6075688 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -6076737.000000 Penalty: 3612.083496
	Iteration 3Q: 3 clusters Score -6076737 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -6078257.500000 Penalty: 3612.083496
	Iteration 4Q: 3 clusters Score -6078258 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -6080732.500000 Penalty: 3612.083496
	Iteration 5F: 3 clusters Score -6080732 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -6084334.000000 Penalty: 3612.083496
	Iteration 6F: 3 clusters Score -6084334 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -6088865.500000 Penalty: 3612.083496
	Iteration 7F: 3 clusters Score -6088866 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -6093402.000000 Penalty: 3612.083496
	Iteration 8F: 3 clusters Score -6093402 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -6096745.500000 Penalty: 3612.083496
	Iteration 9Q: 3 clusters Score -6096746 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -6098671.000000 Penalty: 3612.083496
	Iteration 10Q: 3 clusters Score -6098671 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -6099555.000000 Penalty: 3612.083496
	Iteration 11Q: 3 clusters Score -6099555 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -6099946.000000 Penalty: 3612.083496
	Iteration 12Q: 3 clusters Score -6099946 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -6100125.500000 Penalty: 3612.083496
	Iteration 13Q: 3 clusters Score -6100126 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63054 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -6100301.500000 Penalty: 3612.083496
	Iteration 14Q: 3 clusters Score -6100302 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -6100412.000000 Penalty: 3612.083496
	Iteration 15Q: 3 clusters Score -6100412 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6100485.000000 Penalty: 3612.083496
	Iteration 16Q: 3 clusters Score -6100485 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -6100547.500000 Penalty: 3612.083496
	Iteration 17Q: 3 clusters Score -6100548 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6100596.000000 Penalty: 3612.083496
	Iteration 18Q: 3 clusters Score -6100596 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6100647.500000 Penalty: 3612.083496
	Iteration 19Q: 3 clusters Score -6100648 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -6100727.500000 Penalty: 3612.083496
	Iteration 20F: 3 clusters Score -6100728 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6100768.500000 Penalty: 3612.083496
	Iteration 21Q: 3 clusters Score -6100768 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64339 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -6100801.500000 Penalty: 3612.083496
	Iteration 22Q: 3 clusters Score -6100802 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -6100836.000000 Penalty: 3612.083496
	Iteration 23Q: 3 clusters Score -6100836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -6100851.500000 Penalty: 3612.083496
	Iteration 24Q: 3 clusters Score -6100852 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -6100871.000000 Penalty: 3612.083496
	Iteration 25Q: 3 clusters Score -6100871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6100881.500000 Penalty: 3612.083496
	Iteration 26Q: 3 clusters Score -6100882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6100886.000000 Penalty: 3612.083496
	Iteration 27Q: 3 clusters Score -6100886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6100886.000000 Penalty: 3612.083496
	Iteration 28Q: 3 clusters Score -6100886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6100896.000000 Penalty: 3612.083496
	Iteration 29Q: 3 clusters Score -6100896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6100912.500000 Penalty: 3612.083496
	Iteration 30Q: 3 clusters Score -6100912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6100917.500000 Penalty: 3612.083496
	Iteration 31Q: 3 clusters Score -6100918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6100932.000000 Penalty: 3612.083496
	Iteration 32Q: 3 clusters Score -6100932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6100941.000000 Penalty: 3612.083496
	Iteration 33Q: 3 clusters Score -6100941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -6100941.500000 Penalty: 3612.083496
	Iteration 34Q: 3 clusters Score -6100942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6100938.500000 Penalty: 3612.083496
	Iteration 35Q: 3 clusters Score -6100938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6100941.000000 Penalty: 3612.083496
	Iteration 36Q: 3 clusters Score -6100941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6100955.000000 Penalty: 3612.083496
	Iteration 37Q: 3 clusters Score -6100955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64779 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6100945.500000 Penalty: 3612.083496
	Iteration 38Q: 3 clusters Score -6100946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64801 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6100948.500000 Penalty: 3612.083496
	Iteration 39Q: 3 clusters Score -6100948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6100950.500000 Penalty: 3612.083496
	Iteration 40F: 3 clusters Score -6100950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6100971.500000 Penalty: 3612.083496
	Iteration 41Q: 3 clusters Score -6100972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6100969.500000 Penalty: 3612.083496
	Iteration 42Q: 3 clusters Score -6100970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6100977.000000 Penalty: 3612.083496
	Iteration 43Q: 3 clusters Score -6100977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6100976.500000 Penalty: 3612.083496
	Iteration 44Q: 3 clusters Score -6100976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6100989.500000 Penalty: 3612.083496
	Iteration 45Q: 3 clusters Score -6100990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6100991.000000 Penalty: 3612.083496
	Iteration 46Q: 3 clusters Score -6100991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6101000.500000 Penalty: 3612.083496
	Iteration 47Q: 3 clusters Score -6101000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6101015.000000 Penalty: 3612.083496
	Iteration 48Q: 3 clusters Score -6101015 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65028 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6101025.500000 Penalty: 3612.083496
	Iteration 49Q: 3 clusters Score -6101026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6101035.000000 Penalty: 3612.083496
	Iteration 50Q: 3 clusters Score -6101035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6101047.500000 Penalty: 3612.083496
	Iteration 51Q: 3 clusters Score -6101048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6101055.500000 Penalty: 3612.083496
	Iteration 52Q: 3 clusters Score -6101056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6101086.500000 Penalty: 3612.083496
	Iteration 53Q: 3 clusters Score -6101086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6101106.500000 Penalty: 3612.083496
	Iteration 54Q: 3 clusters Score -6101106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6101132.000000 Penalty: 3612.083496
	Iteration 55Q: 3 clusters Score -6101132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6101158.500000 Penalty: 3612.083496
	Iteration 56Q: 3 clusters Score -6101158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6101180.000000 Penalty: 3612.083496
	Iteration 57Q: 3 clusters Score -6101180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6101203.000000 Penalty: 3612.083496
	Iteration 58Q: 3 clusters Score -6101203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6101229.000000 Penalty: 3612.083496
	Iteration 59Q: 3 clusters Score -6101229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6101253.000000 Penalty: 3612.083496
	Iteration 60F: 3 clusters Score -6101253 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6101302.000000 Penalty: 3612.083496
	Iteration 61Q: 3 clusters Score -6101302 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6101354.000000 Penalty: 3612.083496
	Iteration 62Q: 3 clusters Score -6101354 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6101393.000000 Penalty: 3612.083496
	Iteration 63Q: 3 clusters Score -6101393 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6101427.000000 Penalty: 3612.083496
	Iteration 64Q: 3 clusters Score -6101427 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6101479.000000 Penalty: 3612.083496
	Iteration 65Q: 3 clusters Score -6101479 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6101489.500000 Penalty: 3612.083496
	Iteration 66Q: 3 clusters Score -6101490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6101514.000000 Penalty: 3612.083496
	Iteration 67Q: 3 clusters Score -6101514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6101531.500000 Penalty: 3612.083496
	Iteration 68Q: 3 clusters Score -6101532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6101530.000000 Penalty: 3612.083496
	Iteration 69Q: 3 clusters Score -6101530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6101529.000000 Penalty: 3612.083496
	Iteration 70Q: 3 clusters Score -6101529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6101533.000000 Penalty: 3612.083496
	Iteration 71Q: 3 clusters Score -6101533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65264 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6101536.000000 Penalty: 3612.083496
	Iteration 72Q: 3 clusters Score -6101536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6101540.500000 Penalty: 3612.083496
	Iteration 73Q: 3 clusters Score -6101540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6101549.000000 Penalty: 3612.083496
	Iteration 74Q: 3 clusters Score -6101549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6101549.000000 Penalty: 3612.083496
	Iteration 75Q: 3 clusters Score -6101549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6101547.000000 Penalty: 3612.083496
	Iteration 76Q: 3 clusters Score -6101547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6101544.500000 Penalty: 3612.083496
	Iteration 77Q: 3 clusters Score -6101544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6101547.000000 Penalty: 3612.083496
	Iteration 78Q: 3 clusters Score -6101547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6101546.500000 Penalty: 3612.083496
	Iteration 79Q: 3 clusters Score -6101546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6101550.000000 Penalty: 3612.083496
	Iteration 80F: 3 clusters Score -6101550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6101550.500000 Penalty: 3612.083496
	Iteration 81Q: 3 clusters Score -6101550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6101546.500000 Penalty: 3612.083496
	Iteration 82Q: 3 clusters Score -6101546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6101546.500000 Penalty: 3612.083496
	Iteration 83F: 3 clusters Score -6101546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (111887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111887 members 
Entering Unmasked Estep 
Score: -10986473.000000 Penalty: 1889.102295
	Iteration 0F: 2 clusters Score -1.098647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -10919618.000000 Penalty: 3778.204590
	Iteration 0F: 3 clusters Score -1.091962e+07 nChanged 53670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -10951222.000000 Penalty: 3778.204590
	Iteration 1F: 3 clusters Score -1.095122e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -10952127.000000 Penalty: 3778.204590
	Iteration 2Q: 3 clusters Score -1.095213e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -10953673.000000 Penalty: 3778.204590
	Iteration 3Q: 3 clusters Score -1.095367e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -10956109.000000 Penalty: 3778.204590
	Iteration 4Q: 3 clusters Score -1.095611e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -10960332.000000 Penalty: 3778.204590
	Iteration 5F: 3 clusters Score -1.096033e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -10966995.000000 Penalty: 3778.204590
	Iteration 6F: 3 clusters Score -1.0967e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -10975527.000000 Penalty: 3778.204590
	Iteration 7F: 3 clusters Score -1.097553e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -10982844.000000 Penalty: 3778.204590
	Iteration 8F: 3 clusters Score -1.098284e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -10987052.000000 Penalty: 3778.204590
	Iteration 9Q: 3 clusters Score -1.098705e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73393 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -10989782.000000 Penalty: 3778.204590
	Iteration 10Q: 3 clusters Score -1.098978e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74550 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -10991559.000000 Penalty: 3778.204590
	Iteration 11Q: 3 clusters Score -1.099156e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -10992385.000000 Penalty: 3778.204590
	Iteration 12Q: 3 clusters Score -1.099238e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -10992655.000000 Penalty: 3778.204590
	Iteration 13Q: 3 clusters Score -1.099266e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -10992783.000000 Penalty: 3778.204590
	Iteration 14Q: 3 clusters Score -1.099278e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -10992874.000000 Penalty: 3778.204590
	Iteration 15Q: 3 clusters Score -1.099287e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -10992885.000000 Penalty: 3778.204590
	Iteration 16Q: 3 clusters Score -1.099288e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -10992858.000000 Penalty: 3778.204590
	Iteration 17Q: 3 clusters Score -1.099286e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -10992855.000000 Penalty: 3778.204590
	Iteration 18Q: 3 clusters Score -1.099286e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -10992846.000000 Penalty: 3778.204590
	Iteration 19Q: 3 clusters Score -1.099285e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -10992847.000000 Penalty: 3778.204590
	Iteration 20F: 3 clusters Score -1.099285e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -10992840.000000 Penalty: 3778.204590
	Iteration 21Q: 3 clusters Score -1.099284e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -10992847.000000 Penalty: 3778.204590
	Iteration 22Q: 3 clusters Score -1.099285e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -10992839.000000 Penalty: 3778.204590
	Iteration 23Q: 3 clusters Score -1.099284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -10992847.000000 Penalty: 3778.204590
	Iteration 24Q: 3 clusters Score -1.099285e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77293 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -10992846.000000 Penalty: 3778.204590
	Iteration 25Q: 3 clusters Score -1.099285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -10992853.000000 Penalty: 3778.204590
	Iteration 26Q: 3 clusters Score -1.099285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -10992843.000000 Penalty: 3778.204590
	Iteration 27Q: 3 clusters Score -1.099284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77340 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -10992843.000000 Penalty: 3778.204590
	Iteration 28Q: 3 clusters Score -1.099284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -10992835.000000 Penalty: 3778.204590
	Iteration 29Q: 3 clusters Score -1.099284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -10992835.000000 Penalty: 3778.204590
	Iteration 30Q: 3 clusters Score -1.099284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -10992828.000000 Penalty: 3778.204590
	Iteration 31Q: 3 clusters Score -1.099283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -10992826.000000 Penalty: 3778.204590
	Iteration 32Q: 3 clusters Score -1.099283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -10992830.000000 Penalty: 3778.204590
	Iteration 33Q: 3 clusters Score -1.099283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -10992831.000000 Penalty: 3778.204590
	Iteration 34Q: 3 clusters Score -1.099283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -10992831.000000 Penalty: 3778.204590
	Iteration 35F: 3 clusters Score -1.099283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 77367 members 
Mstep: Class 3 contains 6647 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 12758 members 
Mstep: Class 7 contains 9940 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 34520 members 
Mstep: Class 15 contains 5677 members 
Mstep: Class 16 contains 11191 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 19 contains 10687 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 85841 members 
Mstep: Class 23 contains 217627 members 
Entering Unmasked Estep 
Score: -53842048.000000 Penalty: 49689.800781
Splitting cluster 2 changes total score from -53835768.000000 to -53842048.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -657664.312500 Penalty: 1430.312134
	Iteration 0F: 2 clusters Score -657664.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -652623.687500 Penalty: 2860.624268
	Iteration 0F: 3 clusters Score -652623.7 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -654073.500000 Penalty: 2860.624268
	Iteration 1F: 3 clusters Score -654073.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -654229.125000 Penalty: 2860.624268
	Iteration 2F: 3 clusters Score -654229.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -654344.062500 Penalty: 2860.624268
	Iteration 3Q: 3 clusters Score -654344.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -654422.687500 Penalty: 2860.624268
	Iteration 4Q: 3 clusters Score -654422.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -654478.937500 Penalty: 2860.624268
	Iteration 5Q: 3 clusters Score -654478.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -654519.937500 Penalty: 2860.624268
	Iteration 6Q: 3 clusters Score -654519.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -654559.937500 Penalty: 2860.624268
	Iteration 7Q: 3 clusters Score -654559.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -654589.250000 Penalty: 2860.624268
	Iteration 8Q: 3 clusters Score -654589.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -654608.687500 Penalty: 2860.624268
	Iteration 9Q: 3 clusters Score -654608.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -654627.875000 Penalty: 2860.624268
	Iteration 10Q: 3 clusters Score -654627.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -654645.687500 Penalty: 2860.624268
	Iteration 11Q: 3 clusters Score -654645.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -654665.312500 Penalty: 2860.624268
	Iteration 12Q: 3 clusters Score -654665.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -654681.750000 Penalty: 2860.624268
	Iteration 13Q: 3 clusters Score -654681.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -654691.500000 Penalty: 2860.624268
	Iteration 14Q: 3 clusters Score -654691.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -654699.562500 Penalty: 2860.624268
	Iteration 15Q: 3 clusters Score -654699.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -654708.562500 Penalty: 2860.624268
	Iteration 16Q: 3 clusters Score -654708.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -654716.562500 Penalty: 2860.624268
	Iteration 17Q: 3 clusters Score -654716.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -654727.000000 Penalty: 2860.624268
	Iteration 18Q: 3 clusters Score -654727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -654735.937500 Penalty: 2860.624268
	Iteration 19Q: 3 clusters Score -654735.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -654748.062500 Penalty: 2860.624268
	Iteration 20F: 3 clusters Score -654748.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -654759.125000 Penalty: 2860.624268
	Iteration 21Q: 3 clusters Score -654759.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -654773.062500 Penalty: 2860.624268
	Iteration 22Q: 3 clusters Score -654773.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -654788.250000 Penalty: 2860.624268
	Iteration 23Q: 3 clusters Score -654788.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -654805.000000 Penalty: 2860.624268
	Iteration 24Q: 3 clusters Score -654805 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -654826.875000 Penalty: 2860.624268
	Iteration 25Q: 3 clusters Score -654826.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -654855.687500 Penalty: 2860.624268
	Iteration 26Q: 3 clusters Score -654855.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -654895.125000 Penalty: 2860.624268
	Iteration 27Q: 3 clusters Score -654895.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -654964.562500 Penalty: 2860.624268
	Iteration 28Q: 3 clusters Score -654964.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -655048.312500 Penalty: 2860.624268
	Iteration 29Q: 3 clusters Score -655048.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -655146.500000 Penalty: 2860.624268
	Iteration 30Q: 3 clusters Score -655146.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -655277.500000 Penalty: 2860.624268
	Iteration 31Q: 3 clusters Score -655277.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -655427.250000 Penalty: 2860.624268
	Iteration 32Q: 3 clusters Score -655427.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -655600.250000 Penalty: 2860.624268
	Iteration 33Q: 3 clusters Score -655600.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -655768.750000 Penalty: 2860.624268
	Iteration 34Q: 3 clusters Score -655768.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -655924.187500 Penalty: 2860.624268
	Iteration 35Q: 3 clusters Score -655924.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -656064.375000 Penalty: 2860.624268
	Iteration 36Q: 3 clusters Score -656064.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -656167.312500 Penalty: 2860.624268
	Iteration 37Q: 3 clusters Score -656167.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -656239.812500 Penalty: 2860.624268
	Iteration 38Q: 3 clusters Score -656239.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -656291.937500 Penalty: 2860.624268
	Iteration 39Q: 3 clusters Score -656291.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -656327.250000 Penalty: 2860.624268
	Iteration 40F: 3 clusters Score -656327.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -656353.562500 Penalty: 2860.624268
	Iteration 41Q: 3 clusters Score -656353.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -656369.312500 Penalty: 2860.624268
	Iteration 42Q: 3 clusters Score -656369.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -656380.937500 Penalty: 2860.624268
	Iteration 43Q: 3 clusters Score -656380.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -656397.125000 Penalty: 2860.624268
	Iteration 44Q: 3 clusters Score -656397.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -656414.812500 Penalty: 2860.624268
	Iteration 45Q: 3 clusters Score -656414.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -656422.625000 Penalty: 2860.624268
	Iteration 46Q: 3 clusters Score -656422.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -656429.187500 Penalty: 2860.624268
	Iteration 47Q: 3 clusters Score -656429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -656436.062500 Penalty: 2860.624268
	Iteration 48Q: 3 clusters Score -656436.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -656439.812500 Penalty: 2860.624268
	Iteration 49Q: 3 clusters Score -656439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -656445.062500 Penalty: 2860.624268
	Iteration 50Q: 3 clusters Score -656445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -656450.375000 Penalty: 2860.624268
	Iteration 51Q: 3 clusters Score -656450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -656454.375000 Penalty: 2860.624268
	Iteration 52Q: 3 clusters Score -656454.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -656456.875000 Penalty: 2860.624268
	Iteration 53Q: 3 clusters Score -656456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -656459.312500 Penalty: 2860.624268
	Iteration 54Q: 3 clusters Score -656459.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -656460.937500 Penalty: 2860.624268
	Iteration 55Q: 3 clusters Score -656460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -656462.000000 Penalty: 2860.624268
	Iteration 56Q: 3 clusters Score -656462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -656462.500000 Penalty: 2860.624268
	Iteration 57Q: 3 clusters Score -656462.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -656462.500000 Penalty: 2860.624268
	Iteration 58F: 3 clusters Score -656462.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -102710.453125 Penalty: 1135.166870
	Iteration 0F: 2 clusters Score -102710.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101232.976562 Penalty: 2270.333740
	Iteration 0F: 3 clusters Score -101233 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101486.718750 Penalty: 2270.333740
	Iteration 1F: 3 clusters Score -101486.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101559.734375 Penalty: 2270.333740
	Iteration 2F: 3 clusters Score -101559.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -101602.343750 Penalty: 2270.333740
	Iteration 3Q: 3 clusters Score -101602.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -101632.164062 Penalty: 2270.333740
	Iteration 4Q: 3 clusters Score -101632.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101651.914062 Penalty: 2270.333740
	Iteration 5Q: 3 clusters Score -101651.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -101678.203125 Penalty: 2270.333740
	Iteration 6Q: 3 clusters Score -101678.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101696.218750 Penalty: 2270.333740
	Iteration 7Q: 3 clusters Score -101696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101702.367188 Penalty: 2270.333740
	Iteration 8Q: 3 clusters Score -101702.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -101707.062500 Penalty: 2270.333740
	Iteration 9Q: 3 clusters Score -101707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -101710.765625 Penalty: 2270.333740
	Iteration 10Q: 3 clusters Score -101710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -101712.250000 Penalty: 2270.333740
	Iteration 11Q: 3 clusters Score -101712.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101714.226562 Penalty: 2270.333740
	Iteration 12Q: 3 clusters Score -101714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101719.093750 Penalty: 2270.333740
	Iteration 13Q: 3 clusters Score -101719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101720.289062 Penalty: 2270.333740
	Iteration 14Q: 3 clusters Score -101720.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101722.023438 Penalty: 2270.333740
	Iteration 15Q: 3 clusters Score -101722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101722.023438 Penalty: 2270.333740
	Iteration 16F: 3 clusters Score -101722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -146760.781250 Penalty: 1221.243530
	Iteration 0F: 2 clusters Score -146760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -144830.656250 Penalty: 2442.487061
	Iteration 0F: 3 clusters Score -144830.7 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -145499.859375 Penalty: 2442.487061
	Iteration 1F: 3 clusters Score -145499.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -145825.328125 Penalty: 2442.487061
	Iteration 2F: 3 clusters Score -145825.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -146100.093750 Penalty: 2442.487061
	Iteration 3F: 3 clusters Score -146100.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -146304.000000 Penalty: 2442.487061
	Iteration 4F: 3 clusters Score -146304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -146439.953125 Penalty: 2442.487061
	Iteration 5F: 3 clusters Score -146440 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -146536.750000 Penalty: 2442.487061
	Iteration 6Q: 3 clusters Score -146536.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -146621.093750 Penalty: 2442.487061
	Iteration 7Q: 3 clusters Score -146621.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -146670.671875 Penalty: 2442.487061
	Iteration 8Q: 3 clusters Score -146670.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -146692.359375 Penalty: 2442.487061
	Iteration 9Q: 3 clusters Score -146692.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -146701.640625 Penalty: 2442.487061
	Iteration 10Q: 3 clusters Score -146701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -146702.468750 Penalty: 2442.487061
	Iteration 11Q: 3 clusters Score -146702.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -146703.125000 Penalty: 2442.487061
	Iteration 12Q: 3 clusters Score -146703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -146703.125000 Penalty: 2442.487061
	Iteration 13F: 3 clusters Score -146703.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Entering Unmasked Estep 
Score: -1143952.250000 Penalty: 1536.260986
	Iteration 0F: 2 clusters Score -1143952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1135018.750000 Penalty: 3072.521973
	Iteration 0F: 3 clusters Score -1135019 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1137995.375000 Penalty: 3072.521973
	Iteration 1F: 3 clusters Score -1137995 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1138362.500000 Penalty: 3072.521973
	Iteration 2F: 3 clusters Score -1138362 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1138820.375000 Penalty: 3072.521973
	Iteration 3F: 3 clusters Score -1138820 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1139502.250000 Penalty: 3072.521973
	Iteration 4F: 3 clusters Score -1139502 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1140434.375000 Penalty: 3072.521973
	Iteration 5F: 3 clusters Score -1140434 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1141351.375000 Penalty: 3072.521973
	Iteration 6F: 3 clusters Score -1141351 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1142076.250000 Penalty: 3072.521973
	Iteration 7F: 3 clusters Score -1142076 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1142559.000000 Penalty: 3072.521973
	Iteration 8F: 3 clusters Score -1142559 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1142841.250000 Penalty: 3072.521973
	Iteration 9Q: 3 clusters Score -1142841 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1143010.375000 Penalty: 3072.521973
	Iteration 10Q: 3 clusters Score -1143010 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1143125.500000 Penalty: 3072.521973
	Iteration 11Q: 3 clusters Score -1143126 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1143210.875000 Penalty: 3072.521973
	Iteration 12Q: 3 clusters Score -1143211 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1143280.375000 Penalty: 3072.521973
	Iteration 13Q: 3 clusters Score -1143280 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1143340.250000 Penalty: 3072.521973
	Iteration 14Q: 3 clusters Score -1143340 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1143406.375000 Penalty: 3072.521973
	Iteration 15Q: 3 clusters Score -1143406 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1143477.250000 Penalty: 3072.521973
	Iteration 16Q: 3 clusters Score -1143477 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1143554.500000 Penalty: 3072.521973
	Iteration 17Q: 3 clusters Score -1143554 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1143623.875000 Penalty: 3072.521973
	Iteration 18Q: 3 clusters Score -1143624 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1143690.250000 Penalty: 3072.521973
	Iteration 19Q: 3 clusters Score -1143690 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1143760.375000 Penalty: 3072.521973
	Iteration 20F: 3 clusters Score -1143760 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1143808.750000 Penalty: 3072.521973
	Iteration 21Q: 3 clusters Score -1143809 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1143855.250000 Penalty: 3072.521973
	Iteration 22Q: 3 clusters Score -1143855 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1143898.750000 Penalty: 3072.521973
	Iteration 23Q: 3 clusters Score -1143899 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1143928.500000 Penalty: 3072.521973
	Iteration 24Q: 3 clusters Score -1143928 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1143957.875000 Penalty: 3072.521973
	Iteration 25Q: 3 clusters Score -1143958 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1143977.500000 Penalty: 3072.521973
	Iteration 26Q: 3 clusters Score -1143978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1143996.500000 Penalty: 3072.521973
	Iteration 27Q: 3 clusters Score -1143996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1144012.000000 Penalty: 3072.521973
	Iteration 28Q: 3 clusters Score -1144012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1144021.125000 Penalty: 3072.521973
	Iteration 29Q: 3 clusters Score -1144021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1144033.500000 Penalty: 3072.521973
	Iteration 30Q: 3 clusters Score -1144034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1144044.250000 Penalty: 3072.521973
	Iteration 31Q: 3 clusters Score -1144044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1144059.250000 Penalty: 3072.521973
	Iteration 32Q: 3 clusters Score -1144059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1144069.000000 Penalty: 3072.521973
	Iteration 33Q: 3 clusters Score -1144069 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1144081.250000 Penalty: 3072.521973
	Iteration 34Q: 3 clusters Score -1144081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1144092.125000 Penalty: 3072.521973
	Iteration 35Q: 3 clusters Score -1144092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1144103.875000 Penalty: 3072.521973
	Iteration 36Q: 3 clusters Score -1144104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1144113.500000 Penalty: 3072.521973
	Iteration 37Q: 3 clusters Score -1144114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1144120.750000 Penalty: 3072.521973
	Iteration 38Q: 3 clusters Score -1144121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1144127.375000 Penalty: 3072.521973
	Iteration 39Q: 3 clusters Score -1144127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1144129.250000 Penalty: 3072.521973
	Iteration 40F: 3 clusters Score -1144129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1144135.250000 Penalty: 3072.521973
	Iteration 41Q: 3 clusters Score -1144135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1144145.250000 Penalty: 3072.521973
	Iteration 42Q: 3 clusters Score -1144145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1144152.875000 Penalty: 3072.521973
	Iteration 43Q: 3 clusters Score -1144153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1144161.000000 Penalty: 3072.521973
	Iteration 44Q: 3 clusters Score -1144161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1144166.125000 Penalty: 3072.521973
	Iteration 45Q: 3 clusters Score -1144166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1144172.250000 Penalty: 3072.521973
	Iteration 46Q: 3 clusters Score -1144172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1144173.500000 Penalty: 3072.521973
	Iteration 47Q: 3 clusters Score -1144174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1144179.750000 Penalty: 3072.521973
	Iteration 48Q: 3 clusters Score -1144180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1144183.125000 Penalty: 3072.521973
	Iteration 49Q: 3 clusters Score -1144183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1144183.875000 Penalty: 3072.521973
	Iteration 50Q: 3 clusters Score -1144184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1144187.625000 Penalty: 3072.521973
	Iteration 51Q: 3 clusters Score -1144188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1144187.000000 Penalty: 3072.521973
	Iteration 52Q: 3 clusters Score -1144187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1144187.625000 Penalty: 3072.521973
	Iteration 53Q: 3 clusters Score -1144188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1144188.500000 Penalty: 3072.521973
	Iteration 54Q: 3 clusters Score -1144188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1144188.875000 Penalty: 3072.521973
	Iteration 55Q: 3 clusters Score -1144189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1144188.875000 Penalty: 3072.521973
	Iteration 56Q: 3 clusters Score -1144189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1144190.375000 Penalty: 3072.521973
	Iteration 57Q: 3 clusters Score -1144190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1144192.125000 Penalty: 3072.521973
	Iteration 58Q: 3 clusters Score -1144192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1144192.875000 Penalty: 3072.521973
	Iteration 59Q: 3 clusters Score -1144193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1144194.000000 Penalty: 3072.521973
	Iteration 60F: 3 clusters Score -1144194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1144191.875000 Penalty: 3072.521973
	Iteration 61Q: 3 clusters Score -1144192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1144195.125000 Penalty: 3072.521973
	Iteration 62Q: 3 clusters Score -1144195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1144195.875000 Penalty: 3072.521973
	Iteration 63Q: 3 clusters Score -1144196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1144195.875000 Penalty: 3072.521973
	Iteration 64F: 3 clusters Score -1144196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 77367 members 
Mstep: Class 3 contains 6647 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 10402 members 
Mstep: Class 7 contains 9940 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 34520 members 
Mstep: Class 15 contains 5677 members 
Mstep: Class 16 contains 11191 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 19 contains 10687 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 85841 members 
Mstep: Class 23 contains 217627 members 
Mstep: Class 24 contains 2356 members 
Entering Unmasked Estep 
Score: -53841676.000000 Penalty: 51850.226562
Splitting cluster 6 changes total score from -53835768.000000 to -53841676.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (9940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Entering Unmasked Estep 
Score: -925738.500000 Penalty: 1495.702271
	Iteration 0F: 2 clusters Score -925738.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -918723.312500 Penalty: 2991.404541
	Iteration 0F: 3 clusters Score -918723.3 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -920925.375000 Penalty: 2991.404541
	Iteration 1F: 3 clusters Score -920925.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -921179.812500 Penalty: 2991.404541
	Iteration 2F: 3 clusters Score -921179.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -921373.687500 Penalty: 2991.404541
	Iteration 3Q: 3 clusters Score -921373.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -921567.875000 Penalty: 2991.404541
	Iteration 4Q: 3 clusters Score -921567.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -921743.250000 Penalty: 2991.404541
	Iteration 5Q: 3 clusters Score -921743.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -921930.062500 Penalty: 2991.404541
	Iteration 6Q: 3 clusters Score -921930.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -922119.187500 Penalty: 2991.404541
	Iteration 7Q: 3 clusters Score -922119.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -922329.312500 Penalty: 2991.404541
	Iteration 8Q: 3 clusters Score -922329.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -922555.500000 Penalty: 2991.404541
	Iteration 9Q: 3 clusters Score -922555.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -922782.687500 Penalty: 2991.404541
	Iteration 10Q: 3 clusters Score -922782.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -922985.062500 Penalty: 2991.404541
	Iteration 11Q: 3 clusters Score -922985.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -923173.312500 Penalty: 2991.404541
	Iteration 12Q: 3 clusters Score -923173.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -923376.625000 Penalty: 2991.404541
	Iteration 13Q: 3 clusters Score -923376.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -923528.687500 Penalty: 2991.404541
	Iteration 14Q: 3 clusters Score -923528.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -923639.250000 Penalty: 2991.404541
	Iteration 15Q: 3 clusters Score -923639.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -923730.500000 Penalty: 2991.404541
	Iteration 16Q: 3 clusters Score -923730.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -923800.187500 Penalty: 2991.404541
	Iteration 17Q: 3 clusters Score -923800.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -923855.500000 Penalty: 2991.404541
	Iteration 18Q: 3 clusters Score -923855.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -923914.187500 Penalty: 2991.404541
	Iteration 19Q: 3 clusters Score -923914.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -923979.937500 Penalty: 2991.404541
	Iteration 20F: 3 clusters Score -923979.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -924050.687500 Penalty: 2991.404541
	Iteration 21Q: 3 clusters Score -924050.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -924111.375000 Penalty: 2991.404541
	Iteration 22Q: 3 clusters Score -924111.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -924171.000000 Penalty: 2991.404541
	Iteration 23Q: 3 clusters Score -924171 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -924229.562500 Penalty: 2991.404541
	Iteration 24Q: 3 clusters Score -924229.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -924274.812500 Penalty: 2991.404541
	Iteration 25Q: 3 clusters Score -924274.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -924316.625000 Penalty: 2991.404541
	Iteration 26Q: 3 clusters Score -924316.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -924349.437500 Penalty: 2991.404541
	Iteration 27Q: 3 clusters Score -924349.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -924380.312500 Penalty: 2991.404541
	Iteration 28Q: 3 clusters Score -924380.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -924418.062500 Penalty: 2991.404541
	Iteration 29Q: 3 clusters Score -924418.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -924444.687500 Penalty: 2991.404541
	Iteration 30Q: 3 clusters Score -924444.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -924465.375000 Penalty: 2991.404541
	Iteration 31Q: 3 clusters Score -924465.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -924480.812500 Penalty: 2991.404541
	Iteration 32Q: 3 clusters Score -924480.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -924492.625000 Penalty: 2991.404541
	Iteration 33Q: 3 clusters Score -924492.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -924501.312500 Penalty: 2991.404541
	Iteration 34Q: 3 clusters Score -924501.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -924509.250000 Penalty: 2991.404541
	Iteration 35Q: 3 clusters Score -924509.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -924514.562500 Penalty: 2991.404541
	Iteration 36Q: 3 clusters Score -924514.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -924516.875000 Penalty: 2991.404541
	Iteration 37Q: 3 clusters Score -924516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -924519.875000 Penalty: 2991.404541
	Iteration 38Q: 3 clusters Score -924519.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -924519.875000 Penalty: 2991.404541
	Iteration 39F: 3 clusters Score -924519.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Entering Unmasked Estep 
Score: -401757.718750 Penalty: 1381.323730
	Iteration 0F: 2 clusters Score -401757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -397878.875000 Penalty: 2762.647461
	Iteration 0F: 3 clusters Score -397878.9 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -399135.687500 Penalty: 2762.647461
	Iteration 1F: 3 clusters Score -399135.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -399414.750000 Penalty: 2762.647461
	Iteration 2F: 3 clusters Score -399414.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -399635.281250 Penalty: 2762.647461
	Iteration 3F: 3 clusters Score -399635.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -399831.500000 Penalty: 2762.647461
	Iteration 4F: 3 clusters Score -399831.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -400011.156250 Penalty: 2762.647461
	Iteration 5Q: 3 clusters Score -400011.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -400235.343750 Penalty: 2762.647461
	Iteration 6Q: 3 clusters Score -400235.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -400463.281250 Penalty: 2762.647461
	Iteration 7Q: 3 clusters Score -400463.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -400698.687500 Penalty: 2762.647461
	Iteration 8Q: 3 clusters Score -400698.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -400869.656250 Penalty: 2762.647461
	Iteration 9Q: 3 clusters Score -400869.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -400974.593750 Penalty: 2762.647461
	Iteration 10Q: 3 clusters Score -400974.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -401027.500000 Penalty: 2762.647461
	Iteration 11Q: 3 clusters Score -401027.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -401057.875000 Penalty: 2762.647461
	Iteration 12Q: 3 clusters Score -401057.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -401076.250000 Penalty: 2762.647461
	Iteration 13Q: 3 clusters Score -401076.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -401086.062500 Penalty: 2762.647461
	Iteration 14Q: 3 clusters Score -401086.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -401096.343750 Penalty: 2762.647461
	Iteration 15Q: 3 clusters Score -401096.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -401102.562500 Penalty: 2762.647461
	Iteration 16Q: 3 clusters Score -401102.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -401104.937500 Penalty: 2762.647461
	Iteration 17Q: 3 clusters Score -401104.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -401109.687500 Penalty: 2762.647461
	Iteration 18Q: 3 clusters Score -401109.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -401113.718750 Penalty: 2762.647461
	Iteration 19Q: 3 clusters Score -401113.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -401122.812500 Penalty: 2762.647461
	Iteration 20F: 3 clusters Score -401122.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -401132.531250 Penalty: 2762.647461
	Iteration 21Q: 3 clusters Score -401132.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -401137.531250 Penalty: 2762.647461
	Iteration 22Q: 3 clusters Score -401137.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -401140.156250 Penalty: 2762.647461
	Iteration 23Q: 3 clusters Score -401140.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -401143.375000 Penalty: 2762.647461
	Iteration 24Q: 3 clusters Score -401143.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -401144.718750 Penalty: 2762.647461
	Iteration 25Q: 3 clusters Score -401144.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -401145.500000 Penalty: 2762.647461
	Iteration 26Q: 3 clusters Score -401145.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -401147.468750 Penalty: 2762.647461
	Iteration 27Q: 3 clusters Score -401147.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -401148.343750 Penalty: 2762.647461
	Iteration 28Q: 3 clusters Score -401148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -401147.875000 Penalty: 2762.647461
	Iteration 29Q: 3 clusters Score -401147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -401147.875000 Penalty: 2762.647461
	Iteration 30F: 3 clusters Score -401147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -134211.406250 Penalty: 1194.458862
	Iteration 0F: 2 clusters Score -134211.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -132409.968750 Penalty: 2388.917725
	Iteration 0F: 3 clusters Score -132410 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -132955.343750 Penalty: 2388.917725
	Iteration 1F: 3 clusters Score -132955.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -133551.890625 Penalty: 2388.917725
	Iteration 2F: 3 clusters Score -133551.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -134319.484375 Penalty: 2388.917725
	Iteration 3F: 3 clusters Score -134319.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -134731.750000 Penalty: 2388.917725
	Iteration 4F: 3 clusters Score -134731.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -134939.437500 Penalty: 2388.917725
	Iteration 5F: 3 clusters Score -134939.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -134990.859375 Penalty: 2388.917725
	Iteration 6Q: 3 clusters Score -134990.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -135004.921875 Penalty: 2388.917725
	Iteration 7Q: 3 clusters Score -135004.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -135008.703125 Penalty: 2388.917725
	Iteration 8Q: 3 clusters Score -135008.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -135009.578125 Penalty: 2388.917725
	Iteration 9Q: 3 clusters Score -135009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -135009.578125 Penalty: 2388.917725
	Iteration 10F: 3 clusters Score -135009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 77367 members 
Mstep: Class 3 contains 6647 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 10402 members 
Mstep: Class 7 contains 9940 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 34520 members 
Mstep: Class 15 contains 5677 members 
Mstep: Class 16 contains 11191 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 19 contains 10687 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 85841 members 
Mstep: Class 23 contains 217627 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 938 members 
Entering Unmasked Estep 
Score: -53841568.000000 Penalty: 54010.652344
Splitting cluster 9 changes total score from -53835768.000000 to -53841568.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (4014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Entering Unmasked Estep 
Score: -392194.031250 Penalty: 1348.350830
	Iteration 0F: 2 clusters Score -392194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -388820.312500 Penalty: 2696.701660
	Iteration 0F: 3 clusters Score -388820.3 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -389672.406250 Penalty: 2696.701660
	Iteration 1F: 3 clusters Score -389672.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -389892.281250 Penalty: 2696.701660
	Iteration 2F: 3 clusters Score -389892.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -390076.281250 Penalty: 2696.701660
	Iteration 3F: 3 clusters Score -390076.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -390227.156250 Penalty: 2696.701660
	Iteration 4F: 3 clusters Score -390227.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -390361.062500 Penalty: 2696.701660
	Iteration 5Q: 3 clusters Score -390361.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -390464.250000 Penalty: 2696.701660
	Iteration 6Q: 3 clusters Score -390464.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -390538.000000 Penalty: 2696.701660
	Iteration 7Q: 3 clusters Score -390538 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -390590.375000 Penalty: 2696.701660
	Iteration 8Q: 3 clusters Score -390590.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -390639.312500 Penalty: 2696.701660
	Iteration 9Q: 3 clusters Score -390639.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -390680.281250 Penalty: 2696.701660
	Iteration 10Q: 3 clusters Score -390680.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -390722.718750 Penalty: 2696.701660
	Iteration 11Q: 3 clusters Score -390722.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -390764.562500 Penalty: 2696.701660
	Iteration 12Q: 3 clusters Score -390764.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -390795.468750 Penalty: 2696.701660
	Iteration 13Q: 3 clusters Score -390795.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -390818.843750 Penalty: 2696.701660
	Iteration 14Q: 3 clusters Score -390818.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -390843.406250 Penalty: 2696.701660
	Iteration 15Q: 3 clusters Score -390843.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -390865.500000 Penalty: 2696.701660
	Iteration 16Q: 3 clusters Score -390865.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -390882.562500 Penalty: 2696.701660
	Iteration 17Q: 3 clusters Score -390882.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -390900.250000 Penalty: 2696.701660
	Iteration 18Q: 3 clusters Score -390900.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -390912.406250 Penalty: 2696.701660
	Iteration 19Q: 3 clusters Score -390912.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -390924.906250 Penalty: 2696.701660
	Iteration 20F: 3 clusters Score -390924.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -390934.000000 Penalty: 2696.701660
	Iteration 21Q: 3 clusters Score -390934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -390944.000000 Penalty: 2696.701660
	Iteration 22Q: 3 clusters Score -390944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -390952.500000 Penalty: 2696.701660
	Iteration 23Q: 3 clusters Score -390952.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -390957.000000 Penalty: 2696.701660
	Iteration 24Q: 3 clusters Score -390957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -390958.718750 Penalty: 2696.701660
	Iteration 25Q: 3 clusters Score -390958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -390961.000000 Penalty: 2696.701660
	Iteration 26Q: 3 clusters Score -390961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -390962.093750 Penalty: 2696.701660
	Iteration 27Q: 3 clusters Score -390962.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -390965.187500 Penalty: 2696.701660
	Iteration 28Q: 3 clusters Score -390965.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -390967.687500 Penalty: 2696.701660
	Iteration 29Q: 3 clusters Score -390967.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -390969.781250 Penalty: 2696.701660
	Iteration 30Q: 3 clusters Score -390969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -390971.750000 Penalty: 2696.701660
	Iteration 31Q: 3 clusters Score -390971.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -390972.906250 Penalty: 2696.701660
	Iteration 32Q: 3 clusters Score -390972.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -390974.343750 Penalty: 2696.701660
	Iteration 33Q: 3 clusters Score -390974.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -390976.218750 Penalty: 2696.701660
	Iteration 34Q: 3 clusters Score -390976.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -390977.750000 Penalty: 2696.701660
	Iteration 35Q: 3 clusters Score -390977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -390978.625000 Penalty: 2696.701660
	Iteration 36Q: 3 clusters Score -390978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -390979.656250 Penalty: 2696.701660
	Iteration 37Q: 3 clusters Score -390979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -390979.812500 Penalty: 2696.701660
	Iteration 38Q: 3 clusters Score -390979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -390980.093750 Penalty: 2696.701660
	Iteration 39Q: 3 clusters Score -390980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -390981.062500 Penalty: 2696.701660
	Iteration 40F: 3 clusters Score -390981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -390981.343750 Penalty: 2696.701660
	Iteration 41Q: 3 clusters Score -390981.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -390981.343750 Penalty: 2696.701660
	Iteration 42F: 3 clusters Score -390981.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Entering Unmasked Estep 
Score: -1538782.625000 Penalty: 1584.722900
	Iteration 0F: 2 clusters Score -1538783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1526998.500000 Penalty: 3169.445801
	Iteration 0F: 3 clusters Score -1526998 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1531319.750000 Penalty: 3169.445801
	Iteration 1F: 3 clusters Score -1531320 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1531767.125000 Penalty: 3169.445801
	Iteration 2F: 3 clusters Score -1531767 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1532222.625000 Penalty: 3169.445801
	Iteration 3F: 3 clusters Score -1532223 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1532702.125000 Penalty: 3169.445801
	Iteration 4F: 3 clusters Score -1532702 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1533270.000000 Penalty: 3169.445801
	Iteration 5F: 3 clusters Score -1533270 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1533860.250000 Penalty: 3169.445801
	Iteration 6F: 3 clusters Score -1533860 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1534431.750000 Penalty: 3169.445801
	Iteration 7F: 3 clusters Score -1534432 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1534934.625000 Penalty: 3169.445801
	Iteration 8Q: 3 clusters Score -1534935 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1535330.500000 Penalty: 3169.445801
	Iteration 9Q: 3 clusters Score -1535330 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1535610.750000 Penalty: 3169.445801
	Iteration 10Q: 3 clusters Score -1535611 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1535815.750000 Penalty: 3169.445801
	Iteration 11Q: 3 clusters Score -1535816 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1535982.000000 Penalty: 3169.445801
	Iteration 12Q: 3 clusters Score -1535982 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1536142.750000 Penalty: 3169.445801
	Iteration 13Q: 3 clusters Score -1536143 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1536293.375000 Penalty: 3169.445801
	Iteration 14Q: 3 clusters Score -1536293 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1536417.875000 Penalty: 3169.445801
	Iteration 15Q: 3 clusters Score -1536418 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1536525.750000 Penalty: 3169.445801
	Iteration 16Q: 3 clusters Score -1536526 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1536622.125000 Penalty: 3169.445801
	Iteration 17Q: 3 clusters Score -1536622 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1536703.750000 Penalty: 3169.445801
	Iteration 18Q: 3 clusters Score -1536704 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1536788.250000 Penalty: 3169.445801
	Iteration 19Q: 3 clusters Score -1536788 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1536848.750000 Penalty: 3169.445801
	Iteration 20F: 3 clusters Score -1536849 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1536902.750000 Penalty: 3169.445801
	Iteration 21Q: 3 clusters Score -1536903 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1536938.375000 Penalty: 3169.445801
	Iteration 22Q: 3 clusters Score -1536938 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1536965.125000 Penalty: 3169.445801
	Iteration 23Q: 3 clusters Score -1536965 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1536986.625000 Penalty: 3169.445801
	Iteration 24Q: 3 clusters Score -1536987 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1537000.500000 Penalty: 3169.445801
	Iteration 25Q: 3 clusters Score -1537000 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1537016.500000 Penalty: 3169.445801
	Iteration 26Q: 3 clusters Score -1537016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1537032.375000 Penalty: 3169.445801
	Iteration 27Q: 3 clusters Score -1537032 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1537041.500000 Penalty: 3169.445801
	Iteration 28Q: 3 clusters Score -1537042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1537050.250000 Penalty: 3169.445801
	Iteration 29Q: 3 clusters Score -1537050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1537059.625000 Penalty: 3169.445801
	Iteration 30Q: 3 clusters Score -1537060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1537081.875000 Penalty: 3169.445801
	Iteration 31Q: 3 clusters Score -1537082 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1537095.000000 Penalty: 3169.445801
	Iteration 32Q: 3 clusters Score -1537095 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1537116.750000 Penalty: 3169.445801
	Iteration 33Q: 3 clusters Score -1537117 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1537134.000000 Penalty: 3169.445801
	Iteration 34Q: 3 clusters Score -1537134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1537148.250000 Penalty: 3169.445801
	Iteration 35Q: 3 clusters Score -1537148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1537160.375000 Penalty: 3169.445801
	Iteration 36Q: 3 clusters Score -1537160 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1537180.375000 Penalty: 3169.445801
	Iteration 37Q: 3 clusters Score -1537180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1537195.500000 Penalty: 3169.445801
	Iteration 38Q: 3 clusters Score -1537196 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1537212.250000 Penalty: 3169.445801
	Iteration 39Q: 3 clusters Score -1537212 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1537237.250000 Penalty: 3169.445801
	Iteration 40F: 3 clusters Score -1537237 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1537265.250000 Penalty: 3169.445801
	Iteration 41Q: 3 clusters Score -1537265 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1537291.625000 Penalty: 3169.445801
	Iteration 42Q: 3 clusters Score -1537292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1537325.250000 Penalty: 3169.445801
	Iteration 43Q: 3 clusters Score -1537325 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1537350.125000 Penalty: 3169.445801
	Iteration 44Q: 3 clusters Score -1537350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1537376.250000 Penalty: 3169.445801
	Iteration 45Q: 3 clusters Score -1537376 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1537403.750000 Penalty: 3169.445801
	Iteration 46Q: 3 clusters Score -1537404 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1537453.750000 Penalty: 3169.445801
	Iteration 47Q: 3 clusters Score -1537454 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1537494.750000 Penalty: 3169.445801
	Iteration 48Q: 3 clusters Score -1537495 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1537544.750000 Penalty: 3169.445801
	Iteration 49Q: 3 clusters Score -1537545 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1537596.250000 Penalty: 3169.445801
	Iteration 50Q: 3 clusters Score -1537596 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1537643.250000 Penalty: 3169.445801
	Iteration 51Q: 3 clusters Score -1537643 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1537691.750000 Penalty: 3169.445801
	Iteration 52Q: 3 clusters Score -1537692 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1537733.375000 Penalty: 3169.445801
	Iteration 53Q: 3 clusters Score -1537733 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1537776.125000 Penalty: 3169.445801
	Iteration 54Q: 3 clusters Score -1537776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1537809.250000 Penalty: 3169.445801
	Iteration 55Q: 3 clusters Score -1537809 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1537843.250000 Penalty: 3169.445801
	Iteration 56Q: 3 clusters Score -1537843 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1537871.125000 Penalty: 3169.445801
	Iteration 57Q: 3 clusters Score -1537871 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1537895.250000 Penalty: 3169.445801
	Iteration 58Q: 3 clusters Score -1537895 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1537932.375000 Penalty: 3169.445801
	Iteration 59Q: 3 clusters Score -1537932 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1537974.500000 Penalty: 3169.445801
	Iteration 60F: 3 clusters Score -1537974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1538010.375000 Penalty: 3169.445801
	Iteration 61Q: 3 clusters Score -1538010 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1538049.500000 Penalty: 3169.445801
	Iteration 62Q: 3 clusters Score -1538050 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1538079.250000 Penalty: 3169.445801
	Iteration 63Q: 3 clusters Score -1538079 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1538097.000000 Penalty: 3169.445801
	Iteration 64Q: 3 clusters Score -1538097 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1538119.875000 Penalty: 3169.445801
	Iteration 65Q: 3 clusters Score -1538120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1538137.125000 Penalty: 3169.445801
	Iteration 66Q: 3 clusters Score -1538137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1538146.750000 Penalty: 3169.445801
	Iteration 67Q: 3 clusters Score -1538147 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1538153.875000 Penalty: 3169.445801
	Iteration 68Q: 3 clusters Score -1538154 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1538166.750000 Penalty: 3169.445801
	Iteration 69Q: 3 clusters Score -1538167 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1538179.375000 Penalty: 3169.445801
	Iteration 70Q: 3 clusters Score -1538179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1538190.500000 Penalty: 3169.445801
	Iteration 71Q: 3 clusters Score -1538190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1538203.750000 Penalty: 3169.445801
	Iteration 72Q: 3 clusters Score -1538204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1538219.875000 Penalty: 3169.445801
	Iteration 73Q: 3 clusters Score -1538220 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1538230.750000 Penalty: 3169.445801
	Iteration 74Q: 3 clusters Score -1538231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1538238.125000 Penalty: 3169.445801
	Iteration 75Q: 3 clusters Score -1538238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1538244.750000 Penalty: 3169.445801
	Iteration 76Q: 3 clusters Score -1538245 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1538248.750000 Penalty: 3169.445801
	Iteration 77Q: 3 clusters Score -1538249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1538250.500000 Penalty: 3169.445801
	Iteration 78Q: 3 clusters Score -1538250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1538250.625000 Penalty: 3169.445801
	Iteration 79Q: 3 clusters Score -1538251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1538252.875000 Penalty: 3169.445801
	Iteration 80F: 3 clusters Score -1538253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1538252.500000 Penalty: 3169.445801
	Iteration 81Q: 3 clusters Score -1538252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1538255.125000 Penalty: 3169.445801
	Iteration 82Q: 3 clusters Score -1538255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1538257.750000 Penalty: 3169.445801
	Iteration 83Q: 3 clusters Score -1538258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1538259.875000 Penalty: 3169.445801
	Iteration 84Q: 3 clusters Score -1538260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1538261.625000 Penalty: 3169.445801
	Iteration 85Q: 3 clusters Score -1538262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1538260.125000 Penalty: 3169.445801
	Iteration 86Q: 3 clusters Score -1538260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1538259.750000 Penalty: 3169.445801
	Iteration 87Q: 3 clusters Score -1538260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1538264.250000 Penalty: 3169.445801
	Iteration 88Q: 3 clusters Score -1538264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1538261.375000 Penalty: 3169.445801
	Iteration 89Q: 3 clusters Score -1538261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1538263.000000 Penalty: 3169.445801
	Iteration 90Q: 3 clusters Score -1538263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1538268.625000 Penalty: 3169.445801
	Iteration 91Q: 3 clusters Score -1538269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1538273.250000 Penalty: 3169.445801
	Iteration 92Q: 3 clusters Score -1538273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1538276.625000 Penalty: 3169.445801
	Iteration 93Q: 3 clusters Score -1538277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1538276.875000 Penalty: 3169.445801
	Iteration 94Q: 3 clusters Score -1538277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1538277.375000 Penalty: 3169.445801
	Iteration 95Q: 3 clusters Score -1538277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1538271.875000 Penalty: 3169.445801
	Iteration 96Q: 3 clusters Score -1538272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1538274.250000 Penalty: 3169.445801
	Iteration 97Q: 3 clusters Score -1538274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1538277.375000 Penalty: 3169.445801
	Iteration 98Q: 3 clusters Score -1538277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1538275.125000 Penalty: 3169.445801
	Iteration 99Q: 3 clusters Score -1538275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1538281.875000 Penalty: 3169.445801
	Iteration 100F: 3 clusters Score -1538282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1538285.625000 Penalty: 3169.445801
	Iteration 101Q: 3 clusters Score -1538286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1538287.250000 Penalty: 3169.445801
	Iteration 102Q: 3 clusters Score -1538287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1538293.250000 Penalty: 3169.445801
	Iteration 103Q: 3 clusters Score -1538293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1538296.750000 Penalty: 3169.445801
	Iteration 104Q: 3 clusters Score -1538297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1538300.625000 Penalty: 3169.445801
	Iteration 105Q: 3 clusters Score -1538301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1538301.250000 Penalty: 3169.445801
	Iteration 106Q: 3 clusters Score -1538301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1538300.625000 Penalty: 3169.445801
	Iteration 107Q: 3 clusters Score -1538301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1538303.875000 Penalty: 3169.445801
	Iteration 108Q: 3 clusters Score -1538304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1538305.875000 Penalty: 3169.445801
	Iteration 109Q: 3 clusters Score -1538306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1538304.750000 Penalty: 3169.445801
	Iteration 110Q: 3 clusters Score -1538305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1538308.625000 Penalty: 3169.445801
	Iteration 111Q: 3 clusters Score -1538309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1538307.625000 Penalty: 3169.445801
	Iteration 112Q: 3 clusters Score -1538308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1538308.375000 Penalty: 3169.445801
	Iteration 113Q: 3 clusters Score -1538308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1538311.500000 Penalty: 3169.445801
	Iteration 114Q: 3 clusters Score -1538312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1538309.500000 Penalty: 3169.445801
	Iteration 115Q: 3 clusters Score -1538310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1538309.125000 Penalty: 3169.445801
	Iteration 116Q: 3 clusters Score -1538309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1538309.875000 Penalty: 3169.445801
	Iteration 117Q: 3 clusters Score -1538310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1538311.375000 Penalty: 3169.445801
	Iteration 118Q: 3 clusters Score -1538311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1538311.125000 Penalty: 3169.445801
	Iteration 119Q: 3 clusters Score -1538311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1538311.125000 Penalty: 3169.445801
	Iteration 120F: 3 clusters Score -1538311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1538314.625000 Penalty: 3169.445801
	Iteration 121Q: 3 clusters Score -1538315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1538315.250000 Penalty: 3169.445801
	Iteration 122Q: 3 clusters Score -1538315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1538315.375000 Penalty: 3169.445801
	Iteration 123Q: 3 clusters Score -1538315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1538315.375000 Penalty: 3169.445801
	Iteration 124F: 3 clusters Score -1538315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -277312.593750 Penalty: 1310.094116
	Iteration 0F: 2 clusters Score -277312.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -274523.906250 Penalty: 2620.188232
	Iteration 0F: 3 clusters Score -274523.9 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -275259.406250 Penalty: 2620.188232
	Iteration 1F: 3 clusters Score -275259.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -275447.218750 Penalty: 2620.188232
	Iteration 2F: 3 clusters Score -275447.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -275652.031250 Penalty: 2620.188232
	Iteration 3F: 3 clusters Score -275652 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -275857.843750 Penalty: 2620.188232
	Iteration 4F: 3 clusters Score -275857.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -276018.281250 Penalty: 2620.188232
	Iteration 5F: 3 clusters Score -276018.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -276198.687500 Penalty: 2620.188232
	Iteration 6F: 3 clusters Score -276198.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -276407.781250 Penalty: 2620.188232
	Iteration 7F: 3 clusters Score -276407.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -276664.781250 Penalty: 2620.188232
	Iteration 8F: 3 clusters Score -276664.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -276913.562500 Penalty: 2620.188232
	Iteration 9F: 3 clusters Score -276913.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -277048.750000 Penalty: 2620.188232
	Iteration 10Q: 3 clusters Score -277048.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -277163.000000 Penalty: 2620.188232
	Iteration 11Q: 3 clusters Score -277163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -277306.125000 Penalty: 2620.188232
	Iteration 12Q: 3 clusters Score -277306.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -277472.218750 Penalty: 2620.188232
	Iteration 13Q: 3 clusters Score -277472.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -277599.718750 Penalty: 2620.188232
	Iteration 14Q: 3 clusters Score -277599.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -277653.375000 Penalty: 2620.188232
	Iteration 15Q: 3 clusters Score -277653.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -277679.500000 Penalty: 2620.188232
	Iteration 16Q: 3 clusters Score -277679.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -277685.750000 Penalty: 2620.188232
	Iteration 17Q: 3 clusters Score -277685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -277687.781250 Penalty: 2620.188232
	Iteration 18Q: 3 clusters Score -277687.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -277687.781250 Penalty: 2620.188232
	Iteration 19F: 3 clusters Score -277687.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 77367 members 
Mstep: Class 3 contains 6647 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 10402 members 
Mstep: Class 7 contains 9940 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 2317 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 34520 members 
Mstep: Class 15 contains 5677 members 
Mstep: Class 16 contains 11191 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 19 contains 10687 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 85841 members 
Mstep: Class 23 contains 217627 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 855 members 
Entering Unmasked Estep 
Score: -53841128.000000 Penalty: 56171.078125
Splitting cluster 12 changes total score from -53835768.000000 to -53841128.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (10799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Entering Unmasked Estep 
Score: -1015261.437500 Penalty: 1509.171387
	Iteration 0F: 2 clusters Score -1015261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1007584.250000 Penalty: 3018.342773
	Iteration 0F: 3 clusters Score -1007584 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1009931.312500 Penalty: 3018.342773
	Iteration 1F: 3 clusters Score -1009931 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1010148.687500 Penalty: 3018.342773
	Iteration 2F: 3 clusters Score -1010149 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1010313.687500 Penalty: 3018.342773
	Iteration 3Q: 3 clusters Score -1010314 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1010504.125000 Penalty: 3018.342773
	Iteration 4Q: 3 clusters Score -1010504 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1010680.125000 Penalty: 3018.342773
	Iteration 5Q: 3 clusters Score -1010680 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1010931.625000 Penalty: 3018.342773
	Iteration 6Q: 3 clusters Score -1010932 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1011306.375000 Penalty: 3018.342773
	Iteration 7F: 3 clusters Score -1011306 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1011822.000000 Penalty: 3018.342773
	Iteration 8F: 3 clusters Score -1011822 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1012468.062500 Penalty: 3018.342773
	Iteration 9F: 3 clusters Score -1012468 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1013130.187500 Penalty: 3018.342773
	Iteration 10F: 3 clusters Score -1013130 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1013643.500000 Penalty: 3018.342773
	Iteration 11F: 3 clusters Score -1013644 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1013932.937500 Penalty: 3018.342773
	Iteration 12Q: 3 clusters Score -1013933 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1014077.875000 Penalty: 3018.342773
	Iteration 13Q: 3 clusters Score -1014078 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1014132.875000 Penalty: 3018.342773
	Iteration 14Q: 3 clusters Score -1014133 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1014160.937500 Penalty: 3018.342773
	Iteration 15Q: 3 clusters Score -1014161 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1014179.187500 Penalty: 3018.342773
	Iteration 16Q: 3 clusters Score -1014179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1014197.687500 Penalty: 3018.342773
	Iteration 17Q: 3 clusters Score -1014198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1014217.375000 Penalty: 3018.342773
	Iteration 18Q: 3 clusters Score -1014217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1014225.187500 Penalty: 3018.342773
	Iteration 19Q: 3 clusters Score -1014225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1014231.000000 Penalty: 3018.342773
	Iteration 20F: 3 clusters Score -1014231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1014234.812500 Penalty: 3018.342773
	Iteration 21Q: 3 clusters Score -1014235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1014237.187500 Penalty: 3018.342773
	Iteration 22Q: 3 clusters Score -1014237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1014240.312500 Penalty: 3018.342773
	Iteration 23Q: 3 clusters Score -1014240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1014243.375000 Penalty: 3018.342773
	Iteration 24Q: 3 clusters Score -1014243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1014246.500000 Penalty: 3018.342773
	Iteration 25Q: 3 clusters Score -1014246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1014252.562500 Penalty: 3018.342773
	Iteration 26Q: 3 clusters Score -1014253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1014253.625000 Penalty: 3018.342773
	Iteration 27Q: 3 clusters Score -1014254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1014256.375000 Penalty: 3018.342773
	Iteration 28Q: 3 clusters Score -1014256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1014255.812500 Penalty: 3018.342773
	Iteration 29Q: 3 clusters Score -1014256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1014257.500000 Penalty: 3018.342773
	Iteration 30Q: 3 clusters Score -1014258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1014259.187500 Penalty: 3018.342773
	Iteration 31Q: 3 clusters Score -1014259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1014258.500000 Penalty: 3018.342773
	Iteration 32Q: 3 clusters Score -1014258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1014261.125000 Penalty: 3018.342773
	Iteration 33Q: 3 clusters Score -1014261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1014261.687500 Penalty: 3018.342773
	Iteration 34Q: 3 clusters Score -1014262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1014263.937500 Penalty: 3018.342773
	Iteration 35Q: 3 clusters Score -1014264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1014265.437500 Penalty: 3018.342773
	Iteration 36Q: 3 clusters Score -1014265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1014269.187500 Penalty: 3018.342773
	Iteration 37Q: 3 clusters Score -1014269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1014272.812500 Penalty: 3018.342773
	Iteration 38Q: 3 clusters Score -1014273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1014275.250000 Penalty: 3018.342773
	Iteration 39Q: 3 clusters Score -1014275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1014275.875000 Penalty: 3018.342773
	Iteration 40F: 3 clusters Score -1014276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1014278.437500 Penalty: 3018.342773
	Iteration 41Q: 3 clusters Score -1014278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1014278.187500 Penalty: 3018.342773
	Iteration 42Q: 3 clusters Score -1014278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1014278.937500 Penalty: 3018.342773
	Iteration 43Q: 3 clusters Score -1014279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1014280.312500 Penalty: 3018.342773
	Iteration 44Q: 3 clusters Score -1014280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1014281.750000 Penalty: 3018.342773
	Iteration 45Q: 3 clusters Score -1014282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1014280.937500 Penalty: 3018.342773
	Iteration 46Q: 3 clusters Score -1014281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1014279.875000 Penalty: 3018.342773
	Iteration 47Q: 3 clusters Score -1014280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1014282.187500 Penalty: 3018.342773
	Iteration 48Q: 3 clusters Score -1014282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1014281.687500 Penalty: 3018.342773
	Iteration 49Q: 3 clusters Score -1014282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1014284.062500 Penalty: 3018.342773
	Iteration 50Q: 3 clusters Score -1014284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1014285.937500 Penalty: 3018.342773
	Iteration 51Q: 3 clusters Score -1014286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1014284.875000 Penalty: 3018.342773
	Iteration 52Q: 3 clusters Score -1014285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1014287.500000 Penalty: 3018.342773
	Iteration 53Q: 3 clusters Score -1014288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1014286.000000 Penalty: 3018.342773
	Iteration 54Q: 3 clusters Score -1014286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1014285.687500 Penalty: 3018.342773
	Iteration 55Q: 3 clusters Score -1014286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1014287.187500 Penalty: 3018.342773
	Iteration 56Q: 3 clusters Score -1014287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1014287.312500 Penalty: 3018.342773
	Iteration 57Q: 3 clusters Score -1014287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1014286.750000 Penalty: 3018.342773
	Iteration 58Q: 3 clusters Score -1014287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1014286.687500 Penalty: 3018.342773
	Iteration 59Q: 3 clusters Score -1014287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1014287.500000 Penalty: 3018.342773
	Iteration 60F: 3 clusters Score -1014288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1014289.125000 Penalty: 3018.342773
	Iteration 61Q: 3 clusters Score -1014289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1014290.875000 Penalty: 3018.342773
	Iteration 62Q: 3 clusters Score -1014291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1014292.375000 Penalty: 3018.342773
	Iteration 63Q: 3 clusters Score -1014292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1014291.687500 Penalty: 3018.342773
	Iteration 64Q: 3 clusters Score -1014292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1014291.687500 Penalty: 3018.342773
	Iteration 65Q: 3 clusters Score -1014292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1014290.750000 Penalty: 3018.342773
	Iteration 66Q: 3 clusters Score -1014291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1014290.750000 Penalty: 3018.342773
	Iteration 67F: 3 clusters Score -1014291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -507258.843750 Penalty: 1404.678955
	Iteration 0F: 2 clusters Score -507258.8 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 2824 members 
Entering Unmasked Estep 
Score: -502860.718750 Penalty: 2809.357910
	Iteration 0F: 3 clusters Score -502860.7 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -504019.312500 Penalty: 2809.357910
	Iteration 1F: 3 clusters Score -504019.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -504185.218750 Penalty: 2809.357910
	Iteration 2F: 3 clusters Score -504185.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -504317.125000 Penalty: 2809.357910
	Iteration 3F: 3 clusters Score -504317.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -504463.187500 Penalty: 2809.357910
	Iteration 4Q: 3 clusters Score -504463.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -504714.906250 Penalty: 2809.357910
	Iteration 5F: 3 clusters Score -504714.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -505123.968750 Penalty: 2809.357910
	Iteration 6F: 3 clusters Score -505124 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -505606.968750 Penalty: 2809.357910
	Iteration 7F: 3 clusters Score -505607 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -506048.156250 Penalty: 2809.357910
	Iteration 8F: 3 clusters Score -506048.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -506334.781250 Penalty: 2809.357910
	Iteration 9F: 3 clusters Score -506334.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -506500.437500 Penalty: 2809.357910
	Iteration 10Q: 3 clusters Score -506500.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -506592.375000 Penalty: 2809.357910
	Iteration 11Q: 3 clusters Score -506592.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -506657.781250 Penalty: 2809.357910
	Iteration 12Q: 3 clusters Score -506657.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -506696.812500 Penalty: 2809.357910
	Iteration 13Q: 3 clusters Score -506696.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -506716.093750 Penalty: 2809.357910
	Iteration 14Q: 3 clusters Score -506716.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -506730.718750 Penalty: 2809.357910
	Iteration 15Q: 3 clusters Score -506730.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -506745.687500 Penalty: 2809.357910
	Iteration 16Q: 3 clusters Score -506745.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -506759.531250 Penalty: 2809.357910
	Iteration 17Q: 3 clusters Score -506759.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -506772.968750 Penalty: 2809.357910
	Iteration 18Q: 3 clusters Score -506773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -506781.093750 Penalty: 2809.357910
	Iteration 19Q: 3 clusters Score -506781.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -506791.281250 Penalty: 2809.357910
	Iteration 20F: 3 clusters Score -506791.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -506803.531250 Penalty: 2809.357910
	Iteration 21Q: 3 clusters Score -506803.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -506808.968750 Penalty: 2809.357910
	Iteration 22Q: 3 clusters Score -506809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -506824.000000 Penalty: 2809.357910
	Iteration 23Q: 3 clusters Score -506824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -506829.812500 Penalty: 2809.357910
	Iteration 24Q: 3 clusters Score -506829.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -506835.343750 Penalty: 2809.357910
	Iteration 25Q: 3 clusters Score -506835.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -506838.281250 Penalty: 2809.357910
	Iteration 26Q: 3 clusters Score -506838.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -506840.187500 Penalty: 2809.357910
	Iteration 27Q: 3 clusters Score -506840.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -506842.562500 Penalty: 2809.357910
	Iteration 28Q: 3 clusters Score -506842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -506844.750000 Penalty: 2809.357910
	Iteration 29Q: 3 clusters Score -506844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -506844.750000 Penalty: 2809.357910
	Iteration 30Q: 3 clusters Score -506844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -506846.718750 Penalty: 2809.357910
	Iteration 31Q: 3 clusters Score -506846.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -506846.718750 Penalty: 2809.357910
	Iteration 32Q: 3 clusters Score -506846.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -506846.718750 Penalty: 2809.357910
	Iteration 33F: 3 clusters Score -506846.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Entering Unmasked Estep 
Score: -1079458.125000 Penalty: 1514.965698
	Iteration 0F: 2 clusters Score -1079458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1071528.000000 Penalty: 3029.931396
	Iteration 0F: 3 clusters Score -1071528 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1074107.625000 Penalty: 3029.931396
	Iteration 1F: 3 clusters Score -1074108 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1074299.625000 Penalty: 3029.931396
	Iteration 2F: 3 clusters Score -1074300 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1074417.500000 Penalty: 3029.931396
	Iteration 3Q: 3 clusters Score -1074418 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1074521.375000 Penalty: 3029.931396
	Iteration 4Q: 3 clusters Score -1074521 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1074610.625000 Penalty: 3029.931396
	Iteration 5Q: 3 clusters Score -1074611 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1074694.500000 Penalty: 3029.931396
	Iteration 6Q: 3 clusters Score -1074694 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1074761.500000 Penalty: 3029.931396
	Iteration 7Q: 3 clusters Score -1074762 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1074820.250000 Penalty: 3029.931396
	Iteration 8Q: 3 clusters Score -1074820 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1074879.375000 Penalty: 3029.931396
	Iteration 9Q: 3 clusters Score -1074879 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1074939.125000 Penalty: 3029.931396
	Iteration 10Q: 3 clusters Score -1074939 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1075010.750000 Penalty: 3029.931396
	Iteration 11Q: 3 clusters Score -1075011 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1075096.500000 Penalty: 3029.931396
	Iteration 12Q: 3 clusters Score -1075096 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1075184.500000 Penalty: 3029.931396
	Iteration 13Q: 3 clusters Score -1075184 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1075277.250000 Penalty: 3029.931396
	Iteration 14Q: 3 clusters Score -1075277 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1075394.125000 Penalty: 3029.931396
	Iteration 15Q: 3 clusters Score -1075394 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1075526.625000 Penalty: 3029.931396
	Iteration 16Q: 3 clusters Score -1075527 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1075672.750000 Penalty: 3029.931396
	Iteration 17Q: 3 clusters Score -1075673 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1075836.000000 Penalty: 3029.931396
	Iteration 18Q: 3 clusters Score -1075836 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1076045.125000 Penalty: 3029.931396
	Iteration 19Q: 3 clusters Score -1076045 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1076264.375000 Penalty: 3029.931396
	Iteration 20F: 3 clusters Score -1076264 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1076473.750000 Penalty: 3029.931396
	Iteration 21Q: 3 clusters Score -1076474 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1076688.875000 Penalty: 3029.931396
	Iteration 22Q: 3 clusters Score -1076689 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1076913.000000 Penalty: 3029.931396
	Iteration 23Q: 3 clusters Score -1076913 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1077111.875000 Penalty: 3029.931396
	Iteration 24Q: 3 clusters Score -1077112 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1077298.000000 Penalty: 3029.931396
	Iteration 25Q: 3 clusters Score -1077298 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1077467.250000 Penalty: 3029.931396
	Iteration 26Q: 3 clusters Score -1077467 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1077596.625000 Penalty: 3029.931396
	Iteration 27Q: 3 clusters Score -1077597 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1077714.500000 Penalty: 3029.931396
	Iteration 28Q: 3 clusters Score -1077714 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1077817.500000 Penalty: 3029.931396
	Iteration 29Q: 3 clusters Score -1077818 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1077904.000000 Penalty: 3029.931396
	Iteration 30Q: 3 clusters Score -1077904 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1077983.375000 Penalty: 3029.931396
	Iteration 31Q: 3 clusters Score -1077983 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1078047.125000 Penalty: 3029.931396
	Iteration 32Q: 3 clusters Score -1078047 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1078088.375000 Penalty: 3029.931396
	Iteration 33Q: 3 clusters Score -1078088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1078124.750000 Penalty: 3029.931396
	Iteration 34Q: 3 clusters Score -1078125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1078146.750000 Penalty: 3029.931396
	Iteration 35Q: 3 clusters Score -1078147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1078160.125000 Penalty: 3029.931396
	Iteration 36Q: 3 clusters Score -1078160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1078166.250000 Penalty: 3029.931396
	Iteration 37Q: 3 clusters Score -1078166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1078174.750000 Penalty: 3029.931396
	Iteration 38Q: 3 clusters Score -1078175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1078177.875000 Penalty: 3029.931396
	Iteration 39Q: 3 clusters Score -1078178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1078179.625000 Penalty: 3029.931396
	Iteration 40F: 3 clusters Score -1078180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1078186.125000 Penalty: 3029.931396
	Iteration 41Q: 3 clusters Score -1078186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1078189.000000 Penalty: 3029.931396
	Iteration 42Q: 3 clusters Score -1078189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1078190.875000 Penalty: 3029.931396
	Iteration 43Q: 3 clusters Score -1078191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1078192.875000 Penalty: 3029.931396
	Iteration 44Q: 3 clusters Score -1078193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1078192.875000 Penalty: 3029.931396
	Iteration 45F: 3 clusters Score -1078193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -204927.640625 Penalty: 1251.518555
	Iteration 0F: 2 clusters Score -204927.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -202716.046875 Penalty: 2503.037109
	Iteration 0F: 3 clusters Score -202716 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -203282.812500 Penalty: 2503.037109
	Iteration 1F: 3 clusters Score -203282.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -203426.687500 Penalty: 2503.037109
	Iteration 2F: 3 clusters Score -203426.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -203532.859375 Penalty: 2503.037109
	Iteration 3F: 3 clusters Score -203532.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -203617.281250 Penalty: 2503.037109
	Iteration 4Q: 3 clusters Score -203617.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -203692.828125 Penalty: 2503.037109
	Iteration 5Q: 3 clusters Score -203692.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -203777.718750 Penalty: 2503.037109
	Iteration 6Q: 3 clusters Score -203777.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -203859.046875 Penalty: 2503.037109
	Iteration 7Q: 3 clusters Score -203859 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -203924.203125 Penalty: 2503.037109
	Iteration 8Q: 3 clusters Score -203924.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -203977.218750 Penalty: 2503.037109
	Iteration 9Q: 3 clusters Score -203977.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -204023.390625 Penalty: 2503.037109
	Iteration 10Q: 3 clusters Score -204023.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -204050.468750 Penalty: 2503.037109
	Iteration 11Q: 3 clusters Score -204050.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -204077.218750 Penalty: 2503.037109
	Iteration 12Q: 3 clusters Score -204077.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -204108.890625 Penalty: 2503.037109
	Iteration 13Q: 3 clusters Score -204108.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -204137.875000 Penalty: 2503.037109
	Iteration 14Q: 3 clusters Score -204137.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -204166.625000 Penalty: 2503.037109
	Iteration 15Q: 3 clusters Score -204166.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -204210.937500 Penalty: 2503.037109
	Iteration 16Q: 3 clusters Score -204210.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -204270.140625 Penalty: 2503.037109
	Iteration 17Q: 3 clusters Score -204270.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -204332.093750 Penalty: 2503.037109
	Iteration 18Q: 3 clusters Score -204332.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -204399.890625 Penalty: 2503.037109
	Iteration 19Q: 3 clusters Score -204399.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -204437.468750 Penalty: 2503.037109
	Iteration 20F: 3 clusters Score -204437.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -204460.875000 Penalty: 2503.037109
	Iteration 21Q: 3 clusters Score -204460.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -204473.453125 Penalty: 2503.037109
	Iteration 22Q: 3 clusters Score -204473.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -204488.921875 Penalty: 2503.037109
	Iteration 23Q: 3 clusters Score -204488.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -204499.343750 Penalty: 2503.037109
	Iteration 24Q: 3 clusters Score -204499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -204506.671875 Penalty: 2503.037109
	Iteration 25Q: 3 clusters Score -204506.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -204510.562500 Penalty: 2503.037109
	Iteration 26Q: 3 clusters Score -204510.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -204516.437500 Penalty: 2503.037109
	Iteration 27Q: 3 clusters Score -204516.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -204521.765625 Penalty: 2503.037109
	Iteration 28Q: 3 clusters Score -204521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -204523.703125 Penalty: 2503.037109
	Iteration 29Q: 3 clusters Score -204523.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -204524.984375 Penalty: 2503.037109
	Iteration 30Q: 3 clusters Score -204525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -204526.859375 Penalty: 2503.037109
	Iteration 31Q: 3 clusters Score -204526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -204527.406250 Penalty: 2503.037109
	Iteration 32Q: 3 clusters Score -204527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -204527.656250 Penalty: 2503.037109
	Iteration 33Q: 3 clusters Score -204527.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -204528.187500 Penalty: 2503.037109
	Iteration 34Q: 3 clusters Score -204528.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -204528.187500 Penalty: 2503.037109
	Iteration 35F: 3 clusters Score -204528.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Entering Unmasked Estep 
Score: -412160.968750 Penalty: 1380.129517
	Iteration 0F: 2 clusters Score -412161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -408274.812500 Penalty: 2760.259033
	Iteration 0F: 3 clusters Score -408274.8 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -409424.750000 Penalty: 2760.259033
	Iteration 1F: 3 clusters Score -409424.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -409672.781250 Penalty: 2760.259033
	Iteration 2F: 3 clusters Score -409672.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -409874.375000 Penalty: 2760.259033
	Iteration 3F: 3 clusters Score -409874.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -410073.125000 Penalty: 2760.259033
	Iteration 4F: 3 clusters Score -410073.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -410293.656250 Penalty: 2760.259033
	Iteration 5F: 3 clusters Score -410293.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -410523.968750 Penalty: 2760.259033
	Iteration 6F: 3 clusters Score -410524 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -410743.625000 Penalty: 2760.259033
	Iteration 7F: 3 clusters Score -410743.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -410910.593750 Penalty: 2760.259033
	Iteration 8Q: 3 clusters Score -410910.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -411078.687500 Penalty: 2760.259033
	Iteration 9Q: 3 clusters Score -411078.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -411191.250000 Penalty: 2760.259033
	Iteration 10Q: 3 clusters Score -411191.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -411261.250000 Penalty: 2760.259033
	Iteration 11Q: 3 clusters Score -411261.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -411326.656250 Penalty: 2760.259033
	Iteration 12Q: 3 clusters Score -411326.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -411374.750000 Penalty: 2760.259033
	Iteration 13Q: 3 clusters Score -411374.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -411399.937500 Penalty: 2760.259033
	Iteration 14Q: 3 clusters Score -411399.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -411408.687500 Penalty: 2760.259033
	Iteration 15Q: 3 clusters Score -411408.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -411414.843750 Penalty: 2760.259033
	Iteration 16Q: 3 clusters Score -411414.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -411420.937500 Penalty: 2760.259033
	Iteration 17Q: 3 clusters Score -411420.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -411426.625000 Penalty: 2760.259033
	Iteration 18Q: 3 clusters Score -411426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -411428.968750 Penalty: 2760.259033
	Iteration 19Q: 3 clusters Score -411429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -411434.000000 Penalty: 2760.259033
	Iteration 20F: 3 clusters Score -411434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -411443.125000 Penalty: 2760.259033
	Iteration 21Q: 3 clusters Score -411443.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -411449.062500 Penalty: 2760.259033
	Iteration 22Q: 3 clusters Score -411449.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -411452.687500 Penalty: 2760.259033
	Iteration 23Q: 3 clusters Score -411452.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -411454.125000 Penalty: 2760.259033
	Iteration 24Q: 3 clusters Score -411454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -411455.125000 Penalty: 2760.259033
	Iteration 25Q: 3 clusters Score -411455.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -411455.437500 Penalty: 2760.259033
	Iteration 26Q: 3 clusters Score -411455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -411456.781250 Penalty: 2760.259033
	Iteration 27Q: 3 clusters Score -411456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -411458.843750 Penalty: 2760.259033
	Iteration 28Q: 3 clusters Score -411458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -411458.843750 Penalty: 2760.259033
	Iteration 29F: 3 clusters Score -411458.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Entering Unmasked Estep 
Score: -979364.250000 Penalty: 1507.477295
	Iteration 0F: 2 clusters Score -979364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -971750.812500 Penalty: 3014.954590
	Iteration 0F: 3 clusters Score -971750.8 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -974337.062500 Penalty: 3014.954590
	Iteration 1F: 3 clusters Score -974337.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -974621.250000 Penalty: 3014.954590
	Iteration 2F: 3 clusters Score -974621.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -974898.937500 Penalty: 3014.954590
	Iteration 3F: 3 clusters Score -974898.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -975155.562500 Penalty: 3014.954590
	Iteration 4Q: 3 clusters Score -975155.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -975396.562500 Penalty: 3014.954590
	Iteration 5Q: 3 clusters Score -975396.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -975662.437500 Penalty: 3014.954590
	Iteration 6Q: 3 clusters Score -975662.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -975989.187500 Penalty: 3014.954590
	Iteration 7Q: 3 clusters Score -975989.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -976326.375000 Penalty: 3014.954590
	Iteration 8Q: 3 clusters Score -976326.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -976696.187500 Penalty: 3014.954590
	Iteration 9Q: 3 clusters Score -976696.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -977089.062500 Penalty: 3014.954590
	Iteration 10Q: 3 clusters Score -977089.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -977442.250000 Penalty: 3014.954590
	Iteration 11Q: 3 clusters Score -977442.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -977692.375000 Penalty: 3014.954590
	Iteration 12Q: 3 clusters Score -977692.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -977877.937500 Penalty: 3014.954590
	Iteration 13Q: 3 clusters Score -977877.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -978012.500000 Penalty: 3014.954590
	Iteration 14Q: 3 clusters Score -978012.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -978103.750000 Penalty: 3014.954590
	Iteration 15Q: 3 clusters Score -978103.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -978167.062500 Penalty: 3014.954590
	Iteration 16Q: 3 clusters Score -978167.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -978207.125000 Penalty: 3014.954590
	Iteration 17Q: 3 clusters Score -978207.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -978236.375000 Penalty: 3014.954590
	Iteration 18Q: 3 clusters Score -978236.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -978266.812500 Penalty: 3014.954590
	Iteration 19Q: 3 clusters Score -978266.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -978286.125000 Penalty: 3014.954590
	Iteration 20F: 3 clusters Score -978286.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -978301.750000 Penalty: 3014.954590
	Iteration 21Q: 3 clusters Score -978301.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -978317.562500 Penalty: 3014.954590
	Iteration 22Q: 3 clusters Score -978317.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -978327.187500 Penalty: 3014.954590
	Iteration 23Q: 3 clusters Score -978327.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -978342.562500 Penalty: 3014.954590
	Iteration 24Q: 3 clusters Score -978342.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -978353.750000 Penalty: 3014.954590
	Iteration 25Q: 3 clusters Score -978353.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -978361.937500 Penalty: 3014.954590
	Iteration 26Q: 3 clusters Score -978361.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -978367.437500 Penalty: 3014.954590
	Iteration 27Q: 3 clusters Score -978367.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -978371.062500 Penalty: 3014.954590
	Iteration 28Q: 3 clusters Score -978371.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -978372.562500 Penalty: 3014.954590
	Iteration 29Q: 3 clusters Score -978372.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -978376.062500 Penalty: 3014.954590
	Iteration 30Q: 3 clusters Score -978376.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -978379.750000 Penalty: 3014.954590
	Iteration 31Q: 3 clusters Score -978379.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -978380.437500 Penalty: 3014.954590
	Iteration 32Q: 3 clusters Score -978380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -978381.187500 Penalty: 3014.954590
	Iteration 33Q: 3 clusters Score -978381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -978385.750000 Penalty: 3014.954590
	Iteration 34Q: 3 clusters Score -978385.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -978387.750000 Penalty: 3014.954590
	Iteration 35Q: 3 clusters Score -978387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -978388.375000 Penalty: 3014.954590
	Iteration 36Q: 3 clusters Score -978388.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -978389.125000 Penalty: 3014.954590
	Iteration 37Q: 3 clusters Score -978389.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -978388.187500 Penalty: 3014.954590
	Iteration 38Q: 3 clusters Score -978388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -978389.312500 Penalty: 3014.954590
	Iteration 39Q: 3 clusters Score -978389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -978389.687500 Penalty: 3014.954590
	Iteration 40F: 3 clusters Score -978389.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -96359.171875 Penalty: 1128.727295
	Iteration 0F: 2 clusters Score -96359.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -94892.492188 Penalty: 2257.454590
	Iteration 0F: 3 clusters Score -94892.49 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -95117.093750 Penalty: 2257.454590
	Iteration 1F: 3 clusters Score -95117.09 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -95176.460938 Penalty: 2257.454590
	Iteration 2F: 3 clusters Score -95176.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -95215.671875 Penalty: 2257.454590
	Iteration 3Q: 3 clusters Score -95215.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95243.296875 Penalty: 2257.454590
	Iteration 4Q: 3 clusters Score -95243.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -95259.500000 Penalty: 2257.454590
	Iteration 5Q: 3 clusters Score -95259.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -95268.359375 Penalty: 2257.454590
	Iteration 6Q: 3 clusters Score -95268.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -95273.695312 Penalty: 2257.454590
	Iteration 7Q: 3 clusters Score -95273.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95276.976562 Penalty: 2257.454590
	Iteration 8Q: 3 clusters Score -95276.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95278.492188 Penalty: 2257.454590
	Iteration 9Q: 3 clusters Score -95278.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -95280.171875 Penalty: 2257.454590
	Iteration 10Q: 3 clusters Score -95280.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -95281.960938 Penalty: 2257.454590
	Iteration 11Q: 3 clusters Score -95281.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -95284.500000 Penalty: 2257.454590
	Iteration 12Q: 3 clusters Score -95284.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95284.859375 Penalty: 2257.454590
	Iteration 13Q: 3 clusters Score -95284.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95284.859375 Penalty: 2257.454590
	Iteration 14F: 3 clusters Score -95284.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -184050.546875 Penalty: 1242.920166
	Iteration 0F: 2 clusters Score -184050.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -181903.031250 Penalty: 2485.840332
	Iteration 0F: 3 clusters Score -181903 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -182408.468750 Penalty: 2485.840332
	Iteration 1F: 3 clusters Score -182408.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -182526.250000 Penalty: 2485.840332
	Iteration 2F: 3 clusters Score -182526.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -182592.343750 Penalty: 2485.840332
	Iteration 3F: 3 clusters Score -182592.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -182640.593750 Penalty: 2485.840332
	Iteration 4Q: 3 clusters Score -182640.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -182675.531250 Penalty: 2485.840332
	Iteration 5Q: 3 clusters Score -182675.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -182695.843750 Penalty: 2485.840332
	Iteration 6Q: 3 clusters Score -182695.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -182706.453125 Penalty: 2485.840332
	Iteration 7Q: 3 clusters Score -182706.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -182713.328125 Penalty: 2485.840332
	Iteration 8Q: 3 clusters Score -182713.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -182720.406250 Penalty: 2485.840332
	Iteration 9Q: 3 clusters Score -182720.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -182727.484375 Penalty: 2485.840332
	Iteration 10Q: 3 clusters Score -182727.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -182733.296875 Penalty: 2485.840332
	Iteration 11Q: 3 clusters Score -182733.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -182738.750000 Penalty: 2485.840332
	Iteration 12Q: 3 clusters Score -182738.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -182746.328125 Penalty: 2485.840332
	Iteration 13Q: 3 clusters Score -182746.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -182750.125000 Penalty: 2485.840332
	Iteration 14Q: 3 clusters Score -182750.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -182753.671875 Penalty: 2485.840332
	Iteration 15Q: 3 clusters Score -182753.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -182758.296875 Penalty: 2485.840332
	Iteration 16Q: 3 clusters Score -182758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -182762.625000 Penalty: 2485.840332
	Iteration 17Q: 3 clusters Score -182762.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -182766.062500 Penalty: 2485.840332
	Iteration 18Q: 3 clusters Score -182766.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -182768.343750 Penalty: 2485.840332
	Iteration 19Q: 3 clusters Score -182768.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -182770.593750 Penalty: 2485.840332
	Iteration 20F: 3 clusters Score -182770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -182773.156250 Penalty: 2485.840332
	Iteration 21Q: 3 clusters Score -182773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -182775.140625 Penalty: 2485.840332
	Iteration 22Q: 3 clusters Score -182775.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -182779.562500 Penalty: 2485.840332
	Iteration 23Q: 3 clusters Score -182779.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -182782.984375 Penalty: 2485.840332
	Iteration 24Q: 3 clusters Score -182783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -182785.375000 Penalty: 2485.840332
	Iteration 25Q: 3 clusters Score -182785.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -182788.140625 Penalty: 2485.840332
	Iteration 26Q: 3 clusters Score -182788.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -182790.796875 Penalty: 2485.840332
	Iteration 27Q: 3 clusters Score -182790.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -182793.718750 Penalty: 2485.840332
	Iteration 28Q: 3 clusters Score -182793.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -182796.093750 Penalty: 2485.840332
	Iteration 29Q: 3 clusters Score -182796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -182799.484375 Penalty: 2485.840332
	Iteration 30Q: 3 clusters Score -182799.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -182800.562500 Penalty: 2485.840332
	Iteration 31Q: 3 clusters Score -182800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -182804.218750 Penalty: 2485.840332
	Iteration 32Q: 3 clusters Score -182804.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -182808.171875 Penalty: 2485.840332
	Iteration 33Q: 3 clusters Score -182808.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -182813.859375 Penalty: 2485.840332
	Iteration 34Q: 3 clusters Score -182813.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -182816.843750 Penalty: 2485.840332
	Iteration 35Q: 3 clusters Score -182816.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -182818.171875 Penalty: 2485.840332
	Iteration 36Q: 3 clusters Score -182818.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -182819.046875 Penalty: 2485.840332
	Iteration 37Q: 3 clusters Score -182819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -182820.578125 Penalty: 2485.840332
	Iteration 38Q: 3 clusters Score -182820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -182822.125000 Penalty: 2485.840332
	Iteration 39Q: 3 clusters Score -182822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -182822.437500 Penalty: 2485.840332
	Iteration 40F: 3 clusters Score -182822.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -182823.562500 Penalty: 2485.840332
	Iteration 41Q: 3 clusters Score -182823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -182825.000000 Penalty: 2485.840332
	Iteration 42Q: 3 clusters Score -182825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -182826.031250 Penalty: 2485.840332
	Iteration 43Q: 3 clusters Score -182826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -182826.046875 Penalty: 2485.840332
	Iteration 44Q: 3 clusters Score -182826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -182826.046875 Penalty: 2485.840332
	Iteration 45F: 3 clusters Score -182826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (85841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Entering Unmasked Estep 
Score: -7874533.000000 Penalty: 1846.041016
	Iteration 0F: 2 clusters Score -7874533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -7816830.000000 Penalty: 3692.082031
	Iteration 0F: 3 clusters Score -7816830 nChanged 40987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -7841657.000000 Penalty: 3692.082031
	Iteration 1F: 3 clusters Score -7841657 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -7843345.000000 Penalty: 3692.082031
	Iteration 2Q: 3 clusters Score -7843345 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -7845731.500000 Penalty: 3692.082031
	Iteration 3F: 3 clusters Score -7845732 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -7848579.500000 Penalty: 3692.082031
	Iteration 4F: 3 clusters Score -7848580 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -7851649.000000 Penalty: 3692.082031
	Iteration 5F: 3 clusters Score -7851649 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -7854094.500000 Penalty: 3692.082031
	Iteration 6F: 3 clusters Score -7854094 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -7855999.000000 Penalty: 3692.082031
	Iteration 7F: 3 clusters Score -7855999 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -7857551.000000 Penalty: 3692.082031
	Iteration 8Q: 3 clusters Score -7857551 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -7859048.500000 Penalty: 3692.082031
	Iteration 9Q: 3 clusters Score -7859048 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -7860637.000000 Penalty: 3692.082031
	Iteration 10Q: 3 clusters Score -7860637 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -7862450.000000 Penalty: 3692.082031
	Iteration 11Q: 3 clusters Score -7862450 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 74236 members 
Entering Unmasked Estep 
Score: -7864507.000000 Penalty: 3692.082031
	Iteration 12Q: 3 clusters Score -7864507 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -7866726.500000 Penalty: 3692.082031
	Iteration 13Q: 3 clusters Score -7866726 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -7868659.000000 Penalty: 3692.082031
	Iteration 14Q: 3 clusters Score -7868659 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 82291 members 
Entering Unmasked Estep 
Score: -7870243.500000 Penalty: 3692.082031
	Iteration 15Q: 3 clusters Score -7870244 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 83759 members 
Entering Unmasked Estep 
Score: -7871419.000000 Penalty: 3692.082031
	Iteration 16Q: 3 clusters Score -7871419 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -7871997.000000 Penalty: 3692.082031
	Iteration 17Q: 3 clusters Score -7871997 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -7872359.000000 Penalty: 3692.082031
	Iteration 18Q: 3 clusters Score -7872359 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 85300 members 
Entering Unmasked Estep 
Score: -7872578.000000 Penalty: 3692.082031
	Iteration 19Q: 3 clusters Score -7872578 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -7872709.500000 Penalty: 3692.082031
	Iteration 20F: 3 clusters Score -7872710 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -7872770.000000 Penalty: 3692.082031
	Iteration 21Q: 3 clusters Score -7872770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -7872829.000000 Penalty: 3692.082031
	Iteration 22Q: 3 clusters Score -7872829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -7872863.000000 Penalty: 3692.082031
	Iteration 23Q: 3 clusters Score -7872863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 85553 members 
Entering Unmasked Estep 
Score: -7872880.000000 Penalty: 3692.082031
	Iteration 24Q: 3 clusters Score -7872880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 85561 members 
Entering Unmasked Estep 
Score: -7872893.000000 Penalty: 3692.082031
	Iteration 25Q: 3 clusters Score -7872893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 85566 members 
Entering Unmasked Estep 
Score: -7872896.500000 Penalty: 3692.082031
	Iteration 26Q: 3 clusters Score -7872896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 85566 members 
Entering Unmasked Estep 
Score: -7872897.500000 Penalty: 3692.082031
	Iteration 27Q: 3 clusters Score -7872898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 85569 members 
Entering Unmasked Estep 
Score: -7872912.000000 Penalty: 3692.082031
	Iteration 28Q: 3 clusters Score -7872912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 85571 members 
Entering Unmasked Estep 
Score: -7872910.000000 Penalty: 3692.082031
	Iteration 29Q: 3 clusters Score -7872910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 85571 members 
Entering Unmasked Estep 
Score: -7872911.000000 Penalty: 3692.082031
	Iteration 30Q: 3 clusters Score -7872911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 85572 members 
Entering Unmasked Estep 
Score: -7872914.500000 Penalty: 3692.082031
	Iteration 31Q: 3 clusters Score -7872914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 85572 members 
Entering Unmasked Estep 
Score: -7872914.500000 Penalty: 3692.082031
	Iteration 32F: 3 clusters Score -7872914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (217627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217627 members 
Entering Unmasked Estep 
Score: -19885014.000000 Penalty: 1997.212402
	Iteration 0F: 2 clusters Score -1.988501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108713 members 
Mstep: Class 2 contains 108914 members 
Entering Unmasked Estep 
Score: -19742158.000000 Penalty: 3994.424805
	Iteration 0F: 3 clusters Score -1.974216e+07 nChanged 105352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106299 members 
Mstep: Class 2 contains 111328 members 
Entering Unmasked Estep 
Score: -19804446.000000 Penalty: 3994.424805
	Iteration 1F: 3 clusters Score -1.980445e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105311 members 
Mstep: Class 2 contains 112316 members 
Entering Unmasked Estep 
Score: -19805742.000000 Penalty: 3994.424805
	Iteration 2Q: 3 clusters Score -1.980574e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 113794 members 
Entering Unmasked Estep 
Score: -19807124.000000 Penalty: 3994.424805
	Iteration 3Q: 3 clusters Score -1.980712e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101751 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -19808814.000000 Penalty: 3994.424805
	Iteration 4Q: 3 clusters Score -1.980881e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98675 members 
Mstep: Class 2 contains 118952 members 
Entering Unmasked Estep 
Score: -19811558.000000 Penalty: 3994.424805
	Iteration 5Q: 3 clusters Score -1.981156e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 123220 members 
Entering Unmasked Estep 
Score: -19815266.000000 Penalty: 3994.424805
	Iteration 6Q: 3 clusters Score -1.981527e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88649 members 
Mstep: Class 2 contains 128978 members 
Entering Unmasked Estep 
Score: -19820616.000000 Penalty: 3994.424805
	Iteration 7Q: 3 clusters Score -1.982062e+07 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 136390 members 
Entering Unmasked Estep 
Score: -19827576.000000 Penalty: 3994.424805
	Iteration 8F: 3 clusters Score -1.982758e+07 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72411 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -19835472.000000 Penalty: 3994.424805
	Iteration 9F: 3 clusters Score -1.983547e+07 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 154911 members 
Entering Unmasked Estep 
Score: -19843062.000000 Penalty: 3994.424805
	Iteration 10F: 3 clusters Score -1.984306e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 164791 members 
Entering Unmasked Estep 
Score: -19850036.000000 Penalty: 3994.424805
	Iteration 11F: 3 clusters Score -1.985004e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 174085 members 
Entering Unmasked Estep 
Score: -19856400.000000 Penalty: 3994.424805
	Iteration 12Q: 3 clusters Score -1.98564e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 182514 members 
Entering Unmasked Estep 
Score: -19861774.000000 Penalty: 3994.424805
	Iteration 13Q: 3 clusters Score -1.986177e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 190067 members 
Entering Unmasked Estep 
Score: -19866600.000000 Penalty: 3994.424805
	Iteration 14Q: 3 clusters Score -1.98666e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 196644 members 
Entering Unmasked Estep 
Score: -19870820.000000 Penalty: 3994.424805
	Iteration 15Q: 3 clusters Score -1.987082e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 202121 members 
Entering Unmasked Estep 
Score: -19874636.000000 Penalty: 3994.424805
	Iteration 16Q: 3 clusters Score -1.987464e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 206364 members 
Entering Unmasked Estep 
Score: -19877530.000000 Penalty: 3994.424805
	Iteration 17Q: 3 clusters Score -1.987753e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 209470 members 
Entering Unmasked Estep 
Score: -19879786.000000 Penalty: 3994.424805
	Iteration 18Q: 3 clusters Score -1.987979e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 211593 members 
Entering Unmasked Estep 
Score: -19881370.000000 Penalty: 3994.424805
	Iteration 19Q: 3 clusters Score -1.988137e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 213011 members 
Entering Unmasked Estep 
Score: -19882414.000000 Penalty: 3994.424805
	Iteration 20F: 3 clusters Score -1.988241e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 213854 members 
Entering Unmasked Estep 
Score: -19882908.000000 Penalty: 3994.424805
	Iteration 21Q: 3 clusters Score -1.988291e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 214389 members 
Entering Unmasked Estep 
Score: -19883266.000000 Penalty: 3994.424805
	Iteration 22Q: 3 clusters Score -1.988327e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 214717 members 
Entering Unmasked Estep 
Score: -19883444.000000 Penalty: 3994.424805
	Iteration 23Q: 3 clusters Score -1.988344e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 214942 members 
Entering Unmasked Estep 
Score: -19883546.000000 Penalty: 3994.424805
	Iteration 24Q: 3 clusters Score -1.988355e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 215098 members 
Entering Unmasked Estep 
Score: -19883656.000000 Penalty: 3994.424805
	Iteration 25Q: 3 clusters Score -1.988366e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 215194 members 
Entering Unmasked Estep 
Score: -19883696.000000 Penalty: 3994.424805
	Iteration 26Q: 3 clusters Score -1.98837e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 215245 members 
Entering Unmasked Estep 
Score: -19883756.000000 Penalty: 3994.424805
	Iteration 27Q: 3 clusters Score -1.988376e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 215280 members 
Entering Unmasked Estep 
Score: -19883832.000000 Penalty: 3994.424805
	Iteration 28Q: 3 clusters Score -1.988383e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 215329 members 
Entering Unmasked Estep 
Score: -19883890.000000 Penalty: 3994.424805
	Iteration 29Q: 3 clusters Score -1.988389e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 215355 members 
Entering Unmasked Estep 
Score: -19883948.000000 Penalty: 3994.424805
	Iteration 30Q: 3 clusters Score -1.988395e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 215388 members 
Entering Unmasked Estep 
Score: -19883978.000000 Penalty: 3994.424805
	Iteration 31Q: 3 clusters Score -1.988398e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 215408 members 
Entering Unmasked Estep 
Score: -19883980.000000 Penalty: 3994.424805
	Iteration 32Q: 3 clusters Score -1.988398e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 215427 members 
Entering Unmasked Estep 
Score: -19883994.000000 Penalty: 3994.424805
	Iteration 33Q: 3 clusters Score -1.988399e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 215440 members 
Entering Unmasked Estep 
Score: -19884036.000000 Penalty: 3994.424805
	Iteration 34Q: 3 clusters Score -1.988404e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 215446 members 
Entering Unmasked Estep 
Score: -19884050.000000 Penalty: 3994.424805
	Iteration 35Q: 3 clusters Score -1.988405e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 215465 members 
Entering Unmasked Estep 
Score: -19884100.000000 Penalty: 3994.424805
	Iteration 36Q: 3 clusters Score -1.98841e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 215478 members 
Entering Unmasked Estep 
Score: -19884080.000000 Penalty: 3994.424805
	Iteration 37Q: 3 clusters Score -1.988408e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 215497 members 
Entering Unmasked Estep 
Score: -19884092.000000 Penalty: 3994.424805
	Iteration 38Q: 3 clusters Score -1.988409e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 215499 members 
Entering Unmasked Estep 
Score: -19884082.000000 Penalty: 3994.424805
	Iteration 39Q: 3 clusters Score -1.988408e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 215499 members 
Entering Unmasked Estep 
Score: -19884090.000000 Penalty: 3994.424805
	Iteration 40F: 3 clusters Score -1.988409e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 215489 members 
Entering Unmasked Estep 
Score: -19884102.000000 Penalty: 3994.424805
	Iteration 41Q: 3 clusters Score -1.98841e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 215484 members 
Entering Unmasked Estep 
Score: -19884118.000000 Penalty: 3994.424805
	Iteration 42Q: 3 clusters Score -1.988412e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 215479 members 
Entering Unmasked Estep 
Score: -19884162.000000 Penalty: 3994.424805
	Iteration 43Q: 3 clusters Score -1.988416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 215479 members 
Entering Unmasked Estep 
Score: -19884148.000000 Penalty: 3994.424805
	Iteration 44Q: 3 clusters Score -1.988415e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 215476 members 
Entering Unmasked Estep 
Score: -19884154.000000 Penalty: 3994.424805
	Iteration 45Q: 3 clusters Score -1.988415e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 215478 members 
Entering Unmasked Estep 
Score: -19884154.000000 Penalty: 3994.424805
	Iteration 46Q: 3 clusters Score -1.988415e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 215478 members 
Entering Unmasked Estep 
Score: -19884158.000000 Penalty: 3994.424805
	Iteration 47Q: 3 clusters Score -1.988416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 215471 members 
Entering Unmasked Estep 
Score: -19884142.000000 Penalty: 3994.424805
	Iteration 48Q: 3 clusters Score -1.988414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 215469 members 
Entering Unmasked Estep 
Score: -19884124.000000 Penalty: 3994.424805
	Iteration 49Q: 3 clusters Score -1.988412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 215470 members 
Entering Unmasked Estep 
Score: -19884140.000000 Penalty: 3994.424805
	Iteration 50Q: 3 clusters Score -1.988414e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 215468 members 
Entering Unmasked Estep 
Score: -19884144.000000 Penalty: 3994.424805
	Iteration 51Q: 3 clusters Score -1.988414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 215461 members 
Entering Unmasked Estep 
Score: -19884168.000000 Penalty: 3994.424805
	Iteration 52Q: 3 clusters Score -1.988417e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 215462 members 
Entering Unmasked Estep 
Score: -19884144.000000 Penalty: 3994.424805
	Iteration 53Q: 3 clusters Score -1.988414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 215460 members 
Entering Unmasked Estep 
Score: -19884162.000000 Penalty: 3994.424805
	Iteration 54Q: 3 clusters Score -1.988416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 215464 members 
Entering Unmasked Estep 
Score: -19884150.000000 Penalty: 3994.424805
	Iteration 55Q: 3 clusters Score -1.988415e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 215462 members 
Entering Unmasked Estep 
Score: -19884170.000000 Penalty: 3994.424805
	Iteration 56Q: 3 clusters Score -1.988417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 215453 members 
Entering Unmasked Estep 
Score: -19884164.000000 Penalty: 3994.424805
	Iteration 57Q: 3 clusters Score -1.988416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 215446 members 
Entering Unmasked Estep 
Score: -19884172.000000 Penalty: 3994.424805
	Iteration 58Q: 3 clusters Score -1.988417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 215443 members 
Entering Unmasked Estep 
Score: -19884190.000000 Penalty: 3994.424805
	Iteration 59Q: 3 clusters Score -1.988419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 215434 members 
Entering Unmasked Estep 
Score: -19884192.000000 Penalty: 3994.424805
	Iteration 60F: 3 clusters Score -1.988419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 215423 members 
Entering Unmasked Estep 
Score: -19884196.000000 Penalty: 3994.424805
	Iteration 61Q: 3 clusters Score -1.98842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 215417 members 
Entering Unmasked Estep 
Score: -19884198.000000 Penalty: 3994.424805
	Iteration 62Q: 3 clusters Score -1.98842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 215410 members 
Entering Unmasked Estep 
Score: -19884214.000000 Penalty: 3994.424805
	Iteration 63Q: 3 clusters Score -1.988421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 215405 members 
Entering Unmasked Estep 
Score: -19884198.000000 Penalty: 3994.424805
	Iteration 64Q: 3 clusters Score -1.98842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 215400 members 
Entering Unmasked Estep 
Score: -19884218.000000 Penalty: 3994.424805
	Iteration 65Q: 3 clusters Score -1.988422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 215394 members 
Entering Unmasked Estep 
Score: -19884204.000000 Penalty: 3994.424805
	Iteration 66Q: 3 clusters Score -1.98842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 215386 members 
Entering Unmasked Estep 
Score: -19884198.000000 Penalty: 3994.424805
	Iteration 67Q: 3 clusters Score -1.98842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 215384 members 
Entering Unmasked Estep 
Score: -19884194.000000 Penalty: 3994.424805
	Iteration 68Q: 3 clusters Score -1.988419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 215381 members 
Entering Unmasked Estep 
Score: -19884190.000000 Penalty: 3994.424805
	Iteration 69Q: 3 clusters Score -1.988419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 215382 members 
Entering Unmasked Estep 
Score: -19884188.000000 Penalty: 3994.424805
	Iteration 70Q: 3 clusters Score -1.988419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 215378 members 
Entering Unmasked Estep 
Score: -19884188.000000 Penalty: 3994.424805
	Iteration 71Q: 3 clusters Score -1.988419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 215375 members 
Entering Unmasked Estep 
Score: -19884194.000000 Penalty: 3994.424805
	Iteration 72Q: 3 clusters Score -1.988419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 215368 members 
Entering Unmasked Estep 
Score: -19884200.000000 Penalty: 3994.424805
	Iteration 73Q: 3 clusters Score -1.98842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 215366 members 
Entering Unmasked Estep 
Score: -19884206.000000 Penalty: 3994.424805
	Iteration 74Q: 3 clusters Score -1.988421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 215363 members 
Entering Unmasked Estep 
Score: -19884206.000000 Penalty: 3994.424805
	Iteration 75Q: 3 clusters Score -1.988421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 215365 members 
Entering Unmasked Estep 
Score: -19884204.000000 Penalty: 3994.424805
	Iteration 76Q: 3 clusters Score -1.98842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 215364 members 
Entering Unmasked Estep 
Score: -19884200.000000 Penalty: 3994.424805
	Iteration 77Q: 3 clusters Score -1.98842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 215362 members 
Entering Unmasked Estep 
Score: -19884208.000000 Penalty: 3994.424805
	Iteration 78Q: 3 clusters Score -1.988421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 215362 members 
Entering Unmasked Estep 
Score: -19884224.000000 Penalty: 3994.424805
	Iteration 79Q: 3 clusters Score -1.988422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 215361 members 
Entering Unmasked Estep 
Score: -19884214.000000 Penalty: 3994.424805
	Iteration 80F: 3 clusters Score -1.988421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 215362 members 
Entering Unmasked Estep 
Score: -19884198.000000 Penalty: 3994.424805
	Iteration 81Q: 3 clusters Score -1.98842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 215363 members 
Entering Unmasked Estep 
Score: -19884192.000000 Penalty: 3994.424805
	Iteration 82Q: 3 clusters Score -1.988419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 215359 members 
Entering Unmasked Estep 
Score: -19884208.000000 Penalty: 3994.424805
	Iteration 83Q: 3 clusters Score -1.988421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 215361 members 
Entering Unmasked Estep 
Score: -19884206.000000 Penalty: 3994.424805
	Iteration 84Q: 3 clusters Score -1.988421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 215362 members 
Entering Unmasked Estep 
Score: -19884210.000000 Penalty: 3994.424805
	Iteration 85Q: 3 clusters Score -1.988421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 215363 members 
Entering Unmasked Estep 
Score: -19884208.000000 Penalty: 3994.424805
	Iteration 86Q: 3 clusters Score -1.988421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 215360 members 
Entering Unmasked Estep 
Score: -19884206.000000 Penalty: 3994.424805
	Iteration 87Q: 3 clusters Score -1.988421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 215355 members 
Entering Unmasked Estep 
Score: -19884212.000000 Penalty: 3994.424805
	Iteration 88Q: 3 clusters Score -1.988421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 215355 members 
Entering Unmasked Estep 
Score: -19884210.000000 Penalty: 3994.424805
	Iteration 89Q: 3 clusters Score -1.988421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 215355 members 
Entering Unmasked Estep 
Score: -19884218.000000 Penalty: 3994.424805
	Iteration 90Q: 3 clusters Score -1.988422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 215355 members 
Entering Unmasked Estep 
Score: -19884218.000000 Penalty: 3994.424805
	Iteration 91F: 3 clusters Score -1.988422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 77367 members 
Mstep: Class 3 contains 6647 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 10402 members 
Mstep: Class 7 contains 9940 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 2317 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 15 contains 5677 members 
Mstep: Class 16 contains 11191 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 19 contains 10687 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 85841 members 
Mstep: Class 23 contains 217627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 26. Lose 2009.482056 but Gain 2160.425781
Score: -53842456.000000 Penalty: 54010.652344
Iteration 79Q: 26 clusters Score -5.384246e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 77145 members 
Mstep: Class 3 contains 6717 members 
Mstep: Class 4 contains 1106 members 
Mstep: Class 5 contains 1839 members 
Mstep: Class 6 contains 10690 members 
Mstep: Class 7 contains 9951 members 
Mstep: Class 8 contains 5420 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 4175 members 
Mstep: Class 11 contains 17242 members 
Mstep: Class 12 contains 2379 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 34150 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 11208 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 18 contains 4921 members 
Mstep: Class 19 contains 10808 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 2100 members 
Mstep: Class 22 contains 85845 members 
Mstep: Class 23 contains 217345 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53845064.000000 Penalty: 54010.652344
Iteration 80F: 26 clusters Score -5.384506e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 77082 members 
Mstep: Class 3 contains 6710 members 
Mstep: Class 4 contains 1120 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 10786 members 
Mstep: Class 7 contains 9753 members 
Mstep: Class 8 contains 5238 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 4027 members 
Mstep: Class 11 contains 17188 members 
Mstep: Class 12 contains 2385 members 
Mstep: Class 13 contains 10906 members 
Mstep: Class 14 contains 34555 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 11171 members 
Mstep: Class 17 contains 2319 members 
Mstep: Class 18 contains 4955 members 
Mstep: Class 19 contains 10843 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 2104 members 
Mstep: Class 22 contains 85816 members 
Mstep: Class 23 contains 216922 members 
Mstep: Class 24 contains 2778 members 
Mstep: Class 25 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53845860.000000 Penalty: 54010.652344
Iteration 81Q: 26 clusters Score -5.384586e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 77101 members 
Mstep: Class 3 contains 6701 members 
Mstep: Class 4 contains 1124 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 10855 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 5103 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 3892 members 
Mstep: Class 11 contains 17132 members 
Mstep: Class 12 contains 2385 members 
Mstep: Class 13 contains 10942 members 
Mstep: Class 14 contains 34715 members 
Mstep: Class 15 contains 5689 members 
Mstep: Class 16 contains 11153 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 10895 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 85808 members 
Mstep: Class 23 contains 216684 members 
Mstep: Class 24 contains 2966 members 
Mstep: Class 25 contains 1223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53846148.000000 Penalty: 54010.652344
Iteration 82Q: 26 clusters Score -5.384615e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 77120 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 10923 members 
Mstep: Class 7 contains 9570 members 
Mstep: Class 8 contains 4981 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 3779 members 
Mstep: Class 11 contains 17073 members 
Mstep: Class 12 contains 2385 members 
Mstep: Class 13 contains 10978 members 
Mstep: Class 14 contains 34825 members 
Mstep: Class 15 contains 5692 members 
Mstep: Class 16 contains 11141 members 
Mstep: Class 17 contains 2319 members 
Mstep: Class 18 contains 5040 members 
Mstep: Class 19 contains 10960 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 85811 members 
Mstep: Class 23 contains 216490 members 
Mstep: Class 24 contains 3108 members 
Mstep: Class 25 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53846488.000000 Penalty: 54010.652344
Iteration 83Q: 26 clusters Score -5.384649e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67330 members 
Mstep: Class 2 contains 77147 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 10978 members 
Mstep: Class 7 contains 9515 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 634 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 17035 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 11005 members 
Mstep: Class 14 contains 34893 members 
Mstep: Class 15 contains 5694 members 
Mstep: Class 16 contains 11138 members 
Mstep: Class 17 contains 2319 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 11019 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 85809 members 
Mstep: Class 23 contains 216313 members 
Mstep: Class 24 contains 3248 members 
Mstep: Class 25 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53846764.000000 Penalty: 54010.652344
Iteration 84Q: 26 clusters Score -5.384676e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 77172 members 
Mstep: Class 3 contains 6693 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 1820 members 
Mstep: Class 6 contains 11002 members 
Mstep: Class 7 contains 9467 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 3606 members 
Mstep: Class 11 contains 17013 members 
Mstep: Class 12 contains 2385 members 
Mstep: Class 13 contains 11028 members 
Mstep: Class 14 contains 34955 members 
Mstep: Class 15 contains 5696 members 
Mstep: Class 16 contains 11135 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 5105 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2091 members 
Mstep: Class 22 contains 85809 members 
Mstep: Class 23 contains 216143 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53846836.000000 Penalty: 54010.652344
Iteration 85Q: 26 clusters Score -5.384684e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 77177 members 
Mstep: Class 3 contains 6689 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 1815 members 
Mstep: Class 6 contains 11030 members 
Mstep: Class 7 contains 9426 members 
Mstep: Class 8 contains 4718 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 3540 members 
Mstep: Class 11 contains 17016 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 11047 members 
Mstep: Class 14 contains 35020 members 
Mstep: Class 15 contains 5698 members 
Mstep: Class 16 contains 11133 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 5132 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 85811 members 
Mstep: Class 23 contains 215953 members 
Mstep: Class 24 contains 3445 members 
Mstep: Class 25 contains 1335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847028.000000 Penalty: 54010.652344
Iteration 86Q: 26 clusters Score -5.384703e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 77185 members 
Mstep: Class 3 contains 6689 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 1805 members 
Mstep: Class 6 contains 11046 members 
Mstep: Class 7 contains 9413 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 17027 members 
Mstep: Class 12 contains 2382 members 
Mstep: Class 13 contains 11070 members 
Mstep: Class 14 contains 35090 members 
Mstep: Class 15 contains 5700 members 
Mstep: Class 16 contains 11131 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 5143 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 85813 members 
Mstep: Class 23 contains 215770 members 
Mstep: Class 24 contains 3519 members 
Mstep: Class 25 contains 1345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847020.000000 Penalty: 54010.652344
Iteration 87Q: 26 clusters Score -5.384702e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 77185 members 
Mstep: Class 3 contains 6687 members 
Mstep: Class 4 contains 1135 members 
Mstep: Class 5 contains 1806 members 
Mstep: Class 6 contains 11070 members 
Mstep: Class 7 contains 9398 members 
Mstep: Class 8 contains 4610 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 3412 members 
Mstep: Class 11 contains 17024 members 
Mstep: Class 12 contains 2381 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 35142 members 
Mstep: Class 15 contains 5700 members 
Mstep: Class 16 contains 11131 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 11376 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 22 contains 85811 members 
Mstep: Class 23 contains 215598 members 
Mstep: Class 24 contains 3581 members 
Mstep: Class 25 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847228.000000 Penalty: 54010.652344
Iteration 88Q: 26 clusters Score -5.384723e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 77173 members 
Mstep: Class 3 contains 6687 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 11106 members 
Mstep: Class 7 contains 9378 members 
Mstep: Class 8 contains 4571 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 17016 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 13 contains 11127 members 
Mstep: Class 14 contains 35202 members 
Mstep: Class 15 contains 5701 members 
Mstep: Class 16 contains 11129 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 11452 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85803 members 
Mstep: Class 23 contains 215424 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 1356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847280.000000 Penalty: 54010.652344
Iteration 89Q: 26 clusters Score -5.384728e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 77160 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 11123 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 4538 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 17011 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 13 contains 11157 members 
Mstep: Class 14 contains 35267 members 
Mstep: Class 15 contains 5704 members 
Mstep: Class 16 contains 11128 members 
Mstep: Class 17 contains 2337 members 
Mstep: Class 18 contains 5210 members 
Mstep: Class 19 contains 11528 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 85802 members 
Mstep: Class 23 contains 215256 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847316.000000 Penalty: 54010.652344
Iteration 90Q: 26 clusters Score -5.384732e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 77146 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 11124 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 4508 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 3277 members 
Mstep: Class 11 contains 17018 members 
Mstep: Class 12 contains 2379 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 35320 members 
Mstep: Class 15 contains 5710 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 11599 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 85809 members 
Mstep: Class 23 contains 215110 members 
Mstep: Class 24 contains 3741 members 
Mstep: Class 25 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847320.000000 Penalty: 54010.652344
Iteration 91Q: 26 clusters Score -5.384732e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 77134 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 11138 members 
Mstep: Class 7 contains 9354 members 
Mstep: Class 8 contains 4473 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 17018 members 
Mstep: Class 12 contains 2379 members 
Mstep: Class 13 contains 11212 members 
Mstep: Class 14 contains 35352 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 11131 members 
Mstep: Class 17 contains 2343 members 
Mstep: Class 18 contains 5233 members 
Mstep: Class 19 contains 11674 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 85812 members 
Mstep: Class 23 contains 214950 members 
Mstep: Class 24 contains 3789 members 
Mstep: Class 25 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847264.000000 Penalty: 54010.652344
Iteration 92Q: 26 clusters Score -5.384726e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 77126 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 11145 members 
Mstep: Class 7 contains 9350 members 
Mstep: Class 8 contains 4443 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 3235 members 
Mstep: Class 11 contains 17022 members 
Mstep: Class 12 contains 2379 members 
Mstep: Class 13 contains 11239 members 
Mstep: Class 14 contains 35383 members 
Mstep: Class 15 contains 5715 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 2344 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 11738 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85808 members 
Mstep: Class 23 contains 214797 members 
Mstep: Class 24 contains 3833 members 
Mstep: Class 25 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847280.000000 Penalty: 54010.652344
Iteration 93Q: 26 clusters Score -5.384728e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67471 members 
Mstep: Class 2 contains 77123 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 11151 members 
Mstep: Class 7 contains 9348 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 672 members 
Mstep: Class 10 contains 3219 members 
Mstep: Class 11 contains 17024 members 
Mstep: Class 12 contains 2379 members 
Mstep: Class 13 contains 11256 members 
Mstep: Class 14 contains 35406 members 
Mstep: Class 15 contains 5715 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 2343 members 
Mstep: Class 18 contains 5271 members 
Mstep: Class 19 contains 11807 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 22 contains 85800 members 
Mstep: Class 23 contains 214650 members 
Mstep: Class 24 contains 3877 members 
Mstep: Class 25 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847328.000000 Penalty: 54010.652344
Iteration 94Q: 26 clusters Score -5.384733e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 77120 members 
Mstep: Class 3 contains 6677 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 11154 members 
Mstep: Class 7 contains 9343 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 3195 members 
Mstep: Class 11 contains 17023 members 
Mstep: Class 12 contains 2379 members 
Mstep: Class 13 contains 11281 members 
Mstep: Class 14 contains 35431 members 
Mstep: Class 15 contains 5716 members 
Mstep: Class 16 contains 11125 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 5281 members 
Mstep: Class 19 contains 11894 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85799 members 
Mstep: Class 23 contains 214511 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 1374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847260.000000 Penalty: 54010.652344
Iteration 95Q: 26 clusters Score -5.384726e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 77121 members 
Mstep: Class 3 contains 6678 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 11154 members 
Mstep: Class 7 contains 9336 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 3175 members 
Mstep: Class 11 contains 17035 members 
Mstep: Class 12 contains 2379 members 
Mstep: Class 13 contains 11307 members 
Mstep: Class 14 contains 35451 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 5292 members 
Mstep: Class 19 contains 11970 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85794 members 
Mstep: Class 23 contains 214388 members 
Mstep: Class 24 contains 3964 members 
Mstep: Class 25 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847368.000000 Penalty: 54010.652344
Iteration 96Q: 26 clusters Score -5.384737e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 77118 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1802 members 
Mstep: Class 6 contains 11156 members 
Mstep: Class 7 contains 9330 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 3166 members 
Mstep: Class 11 contains 17045 members 
Mstep: Class 12 contains 2378 members 
Mstep: Class 13 contains 11340 members 
Mstep: Class 14 contains 35467 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 12044 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85788 members 
Mstep: Class 23 contains 214256 members 
Mstep: Class 24 contains 3999 members 
Mstep: Class 25 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847404.000000 Penalty: 54010.652344
Iteration 97Q: 26 clusters Score -5.38474e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 77115 members 
Mstep: Class 3 contains 6678 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1802 members 
Mstep: Class 6 contains 11157 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 4307 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 17041 members 
Mstep: Class 12 contains 2378 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 35482 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2349 members 
Mstep: Class 18 contains 5313 members 
Mstep: Class 19 contains 12120 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85789 members 
Mstep: Class 23 contains 214148 members 
Mstep: Class 24 contains 4038 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847576.000000 Penalty: 54010.652344
Iteration 98Q: 26 clusters Score -5.384758e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67447 members 
Mstep: Class 2 contains 77115 members 
Mstep: Class 3 contains 6677 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 9318 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 3144 members 
Mstep: Class 11 contains 17041 members 
Mstep: Class 12 contains 2378 members 
Mstep: Class 13 contains 11393 members 
Mstep: Class 14 contains 35489 members 
Mstep: Class 15 contains 5718 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 12193 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85786 members 
Mstep: Class 23 contains 214033 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847572.000000 Penalty: 54010.652344
Iteration 99Q: 26 clusters Score -5.384757e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 77108 members 
Mstep: Class 3 contains 6677 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 1802 members 
Mstep: Class 6 contains 11172 members 
Mstep: Class 7 contains 9307 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 3134 members 
Mstep: Class 11 contains 17047 members 
Mstep: Class 12 contains 2378 members 
Mstep: Class 13 contains 11407 members 
Mstep: Class 14 contains 35501 members 
Mstep: Class 15 contains 5718 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 5322 members 
Mstep: Class 19 contains 12265 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85785 members 
Mstep: Class 23 contains 213934 members 
Mstep: Class 24 contains 4106 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847684.000000 Penalty: 54010.652344
Iteration 100F: 26 clusters Score -5.384768e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 77104 members 
Mstep: Class 3 contains 6677 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 11174 members 
Mstep: Class 7 contains 9302 members 
Mstep: Class 8 contains 4242 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 3131 members 
Mstep: Class 11 contains 17034 members 
Mstep: Class 12 contains 2377 members 
Mstep: Class 13 contains 11417 members 
Mstep: Class 14 contains 35507 members 
Mstep: Class 15 contains 5718 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 5330 members 
Mstep: Class 19 contains 12338 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85785 members 
Mstep: Class 23 contains 213837 members 
Mstep: Class 24 contains 4151 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847756.000000 Penalty: 54010.652344
Iteration 101Q: 26 clusters Score -5.384776e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 77100 members 
Mstep: Class 3 contains 6677 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1806 members 
Mstep: Class 6 contains 11175 members 
Mstep: Class 7 contains 9294 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 17026 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 35518 members 
Mstep: Class 15 contains 5719 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 5341 members 
Mstep: Class 19 contains 12416 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85778 members 
Mstep: Class 23 contains 213739 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847724.000000 Penalty: 54010.652344
Iteration 102Q: 26 clusters Score -5.384772e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 77095 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 11181 members 
Mstep: Class 7 contains 9291 members 
Mstep: Class 8 contains 4205 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 17017 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 11438 members 
Mstep: Class 14 contains 35519 members 
Mstep: Class 15 contains 5720 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 5352 members 
Mstep: Class 19 contains 12480 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85775 members 
Mstep: Class 23 contains 213657 members 
Mstep: Class 24 contains 4217 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847764.000000 Penalty: 54010.652344
Iteration 103Q: 26 clusters Score -5.384776e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 77094 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 11178 members 
Mstep: Class 7 contains 9289 members 
Mstep: Class 8 contains 4199 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 17006 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 11447 members 
Mstep: Class 14 contains 35523 members 
Mstep: Class 15 contains 5720 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2357 members 
Mstep: Class 18 contains 5368 members 
Mstep: Class 19 contains 12540 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 85767 members 
Mstep: Class 23 contains 213578 members 
Mstep: Class 24 contains 4246 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847816.000000 Penalty: 54010.652344
Iteration 104Q: 26 clusters Score -5.384782e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 77089 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1805 members 
Mstep: Class 6 contains 11184 members 
Mstep: Class 7 contains 9284 members 
Mstep: Class 8 contains 4185 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 16994 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 11461 members 
Mstep: Class 14 contains 35523 members 
Mstep: Class 15 contains 5719 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 12587 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 22 contains 85763 members 
Mstep: Class 23 contains 213526 members 
Mstep: Class 24 contains 4276 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847828.000000 Penalty: 54010.652344
Iteration 105Q: 26 clusters Score -5.384783e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 77084 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1804 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 9283 members 
Mstep: Class 8 contains 4179 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 16966 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 11469 members 
Mstep: Class 14 contains 35527 members 
Mstep: Class 15 contains 5719 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 5397 members 
Mstep: Class 19 contains 12662 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85758 members 
Mstep: Class 23 contains 213453 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847760.000000 Penalty: 54010.652344
Iteration 106Q: 26 clusters Score -5.384776e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 77081 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 11215 members 
Mstep: Class 7 contains 9282 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 678 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 16952 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 11475 members 
Mstep: Class 14 contains 35529 members 
Mstep: Class 15 contains 5719 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 5404 members 
Mstep: Class 19 contains 12748 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 22 contains 85756 members 
Mstep: Class 23 contains 213358 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847848.000000 Penalty: 54010.652344
Iteration 107Q: 26 clusters Score -5.384785e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 77079 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 11230 members 
Mstep: Class 7 contains 9279 members 
Mstep: Class 8 contains 4163 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 16923 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 11479 members 
Mstep: Class 14 contains 35532 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 5406 members 
Mstep: Class 19 contains 12821 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85759 members 
Mstep: Class 23 contains 213286 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847808.000000 Penalty: 54010.652344
Iteration 108Q: 26 clusters Score -5.384781e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67345 members 
Mstep: Class 2 contains 77074 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 683 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 16907 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 11487 members 
Mstep: Class 14 contains 35538 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 5410 members 
Mstep: Class 19 contains 12894 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 22 contains 85763 members 
Mstep: Class 23 contains 213215 members 
Mstep: Class 24 contains 4353 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847856.000000 Penalty: 54010.652344
Iteration 109Q: 26 clusters Score -5.384786e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 77069 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 9274 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 686 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 16894 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11494 members 
Mstep: Class 14 contains 35541 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 5416 members 
Mstep: Class 19 contains 12973 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 22 contains 85768 members 
Mstep: Class 23 contains 213132 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847852.000000 Penalty: 54010.652344
Iteration 110Q: 26 clusters Score -5.384785e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 77063 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1795 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 3123 members 
Mstep: Class 11 contains 16887 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11504 members 
Mstep: Class 14 contains 35547 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 5424 members 
Mstep: Class 19 contains 13051 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85768 members 
Mstep: Class 23 contains 213049 members 
Mstep: Class 24 contains 4397 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847832.000000 Penalty: 54010.652344
Iteration 111Q: 26 clusters Score -5.384783e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67286 members 
Mstep: Class 2 contains 77057 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1789 members 
Mstep: Class 6 contains 11275 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 693 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 16873 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11518 members 
Mstep: Class 14 contains 35551 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 5426 members 
Mstep: Class 19 contains 13121 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85771 members 
Mstep: Class 23 contains 212969 members 
Mstep: Class 24 contains 4412 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847892.000000 Penalty: 54010.652344
Iteration 112Q: 26 clusters Score -5.384789e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 77054 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1782 members 
Mstep: Class 6 contains 11289 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 697 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 16865 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11530 members 
Mstep: Class 14 contains 35556 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 11124 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 13190 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85775 members 
Mstep: Class 23 contains 212884 members 
Mstep: Class 24 contains 4423 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847896.000000 Penalty: 54010.652344
Iteration 113Q: 26 clusters Score -5.38479e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 77050 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1776 members 
Mstep: Class 6 contains 11303 members 
Mstep: Class 7 contains 9267 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 16853 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11541 members 
Mstep: Class 14 contains 35563 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85779 members 
Mstep: Class 23 contains 212809 members 
Mstep: Class 24 contains 4437 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847840.000000 Penalty: 54010.652344
Iteration 114Q: 26 clusters Score -5.384784e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 77044 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1774 members 
Mstep: Class 6 contains 11310 members 
Mstep: Class 7 contains 9267 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 707 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 16847 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11550 members 
Mstep: Class 14 contains 35573 members 
Mstep: Class 15 contains 5720 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 13343 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 85780 members 
Mstep: Class 23 contains 212728 members 
Mstep: Class 24 contains 4458 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847876.000000 Penalty: 54010.652344
Iteration 115Q: 26 clusters Score -5.384788e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 77042 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1770 members 
Mstep: Class 6 contains 11323 members 
Mstep: Class 7 contains 9263 members 
Mstep: Class 8 contains 4078 members 
Mstep: Class 9 contains 711 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 16839 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11559 members 
Mstep: Class 14 contains 35579 members 
Mstep: Class 15 contains 5719 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 13424 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85786 members 
Mstep: Class 23 contains 212642 members 
Mstep: Class 24 contains 4472 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847932.000000 Penalty: 54010.652344
Iteration 116Q: 26 clusters Score -5.384793e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 77038 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1764 members 
Mstep: Class 6 contains 11332 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 711 members 
Mstep: Class 10 contains 3109 members 
Mstep: Class 11 contains 16840 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11570 members 
Mstep: Class 14 contains 35586 members 
Mstep: Class 15 contains 5719 members 
Mstep: Class 16 contains 11131 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 13501 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85786 members 
Mstep: Class 23 contains 212554 members 
Mstep: Class 24 contains 4488 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847964.000000 Penalty: 54010.652344
Iteration 117Q: 26 clusters Score -5.384796e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 77034 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1760 members 
Mstep: Class 6 contains 11343 members 
Mstep: Class 7 contains 9254 members 
Mstep: Class 8 contains 4066 members 
Mstep: Class 9 contains 715 members 
Mstep: Class 10 contains 3110 members 
Mstep: Class 11 contains 16835 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11585 members 
Mstep: Class 14 contains 35587 members 
Mstep: Class 15 contains 5719 members 
Mstep: Class 16 contains 11128 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 13565 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85789 members 
Mstep: Class 23 contains 212481 members 
Mstep: Class 24 contains 4503 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847944.000000 Penalty: 54010.652344
Iteration 118Q: 26 clusters Score -5.384794e+07 nChanged 232
Entering ConstructFrom: 
Score: -53847944.000000 Penalty: 54010.652344
Entering ConstructFrom: 
Trying to split cluster 1 (67190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Entering Unmasked Estep 
Score: -6107296.500000 Penalty: 1806.233032
	Iteration 0F: 2 clusters Score -6107296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -6062340.500000 Penalty: 3612.466064
	Iteration 0F: 3 clusters Score -6062340 nChanged 31776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -6081120.000000 Penalty: 3612.466064
	Iteration 1F: 3 clusters Score -6081120 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -6082039.000000 Penalty: 3612.466064
	Iteration 2Q: 3 clusters Score -6082039 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -6083345.500000 Penalty: 3612.466064
	Iteration 3Q: 3 clusters Score -6083346 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -6085247.500000 Penalty: 3612.466064
	Iteration 4F: 3 clusters Score -6085248 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -6087884.500000 Penalty: 3612.466064
	Iteration 5F: 3 clusters Score -6087884 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -6091457.000000 Penalty: 3612.466064
	Iteration 6F: 3 clusters Score -6091457 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -6095344.500000 Penalty: 3612.466064
	Iteration 7F: 3 clusters Score -6095344 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -6098861.500000 Penalty: 3612.466064
	Iteration 8F: 3 clusters Score -6098862 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -6101251.000000 Penalty: 3612.466064
	Iteration 9Q: 3 clusters Score -6101251 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -6102778.500000 Penalty: 3612.466064
	Iteration 10Q: 3 clusters Score -6102778 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -6103738.000000 Penalty: 3612.466064
	Iteration 11Q: 3 clusters Score -6103738 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -6104349.500000 Penalty: 3612.466064
	Iteration 12Q: 3 clusters Score -6104350 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -6104819.500000 Penalty: 3612.466064
	Iteration 13Q: 3 clusters Score -6104820 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -6105153.000000 Penalty: 3612.466064
	Iteration 14Q: 3 clusters Score -6105153 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -6105367.500000 Penalty: 3612.466064
	Iteration 15Q: 3 clusters Score -6105368 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -6105530.500000 Penalty: 3612.466064
	Iteration 16Q: 3 clusters Score -6105530 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -6105670.000000 Penalty: 3612.466064
	Iteration 17Q: 3 clusters Score -6105670 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
Score: -6105797.000000 Penalty: 3612.466064
	Iteration 18Q: 3 clusters Score -6105797 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
Score: -6105896.500000 Penalty: 3612.466064
	Iteration 19Q: 3 clusters Score -6105896 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -6105971.000000 Penalty: 3612.466064
	Iteration 20F: 3 clusters Score -6105971 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -6106034.500000 Penalty: 3612.466064
	Iteration 21Q: 3 clusters Score -6106034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -6106081.500000 Penalty: 3612.466064
	Iteration 22Q: 3 clusters Score -6106082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -6106103.500000 Penalty: 3612.466064
	Iteration 23Q: 3 clusters Score -6106104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -6106126.500000 Penalty: 3612.466064
	Iteration 24Q: 3 clusters Score -6106126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -6106155.000000 Penalty: 3612.466064
	Iteration 25Q: 3 clusters Score -6106155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 66513 members 
Entering Unmasked Estep 
Score: -6106163.500000 Penalty: 3612.466064
	Iteration 26Q: 3 clusters Score -6106164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -6106177.000000 Penalty: 3612.466064
	Iteration 27Q: 3 clusters Score -6106177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -6106199.000000 Penalty: 3612.466064
	Iteration 28Q: 3 clusters Score -6106199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -6106212.500000 Penalty: 3612.466064
	Iteration 29Q: 3 clusters Score -6106212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -6106220.500000 Penalty: 3612.466064
	Iteration 30Q: 3 clusters Score -6106220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 66477 members 
Entering Unmasked Estep 
Score: -6106231.500000 Penalty: 3612.466064
	Iteration 31Q: 3 clusters Score -6106232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -6106232.000000 Penalty: 3612.466064
	Iteration 32Q: 3 clusters Score -6106232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -6106244.000000 Penalty: 3612.466064
	Iteration 33Q: 3 clusters Score -6106244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 66463 members 
Entering Unmasked Estep 
Score: -6106245.000000 Penalty: 3612.466064
	Iteration 34Q: 3 clusters Score -6106245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -6106251.500000 Penalty: 3612.466064
	Iteration 35Q: 3 clusters Score -6106252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -6106260.000000 Penalty: 3612.466064
	Iteration 36Q: 3 clusters Score -6106260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -6106261.500000 Penalty: 3612.466064
	Iteration 37Q: 3 clusters Score -6106262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -6106261.000000 Penalty: 3612.466064
	Iteration 38Q: 3 clusters Score -6106261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -6106256.500000 Penalty: 3612.466064
	Iteration 39Q: 3 clusters Score -6106256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -6106260.000000 Penalty: 3612.466064
	Iteration 40F: 3 clusters Score -6106260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -6106268.000000 Penalty: 3612.466064
	Iteration 41Q: 3 clusters Score -6106268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -6106273.500000 Penalty: 3612.466064
	Iteration 42Q: 3 clusters Score -6106274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -6106273.500000 Penalty: 3612.466064
	Iteration 43Q: 3 clusters Score -6106274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -6106278.000000 Penalty: 3612.466064
	Iteration 44Q: 3 clusters Score -6106278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -6106277.500000 Penalty: 3612.466064
	Iteration 45Q: 3 clusters Score -6106278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -6106277.000000 Penalty: 3612.466064
	Iteration 46Q: 3 clusters Score -6106277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -6106273.500000 Penalty: 3612.466064
	Iteration 47Q: 3 clusters Score -6106274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -6106276.500000 Penalty: 3612.466064
	Iteration 48Q: 3 clusters Score -6106276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
Score: -6106273.500000 Penalty: 3612.466064
	Iteration 49Q: 3 clusters Score -6106274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -6106278.500000 Penalty: 3612.466064
	Iteration 50Q: 3 clusters Score -6106278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -6106278.000000 Penalty: 3612.466064
	Iteration 51Q: 3 clusters Score -6106278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -6106282.000000 Penalty: 3612.466064
	Iteration 52Q: 3 clusters Score -6106282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -6106287.000000 Penalty: 3612.466064
	Iteration 53Q: 3 clusters Score -6106287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 66423 members 
Entering Unmasked Estep 
Score: -6106290.000000 Penalty: 3612.466064
	Iteration 54Q: 3 clusters Score -6106290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 66423 members 
Entering Unmasked Estep 
Score: -6106290.000000 Penalty: 3612.466064
	Iteration 55F: 3 clusters Score -6106290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (77030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Entering Unmasked Estep 
Score: -7617201.000000 Penalty: 1828.441895
	Iteration 0F: 2 clusters Score -7617201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -7566307.000000 Penalty: 3656.883789
	Iteration 0F: 3 clusters Score -7566307 nChanged 36563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -7586735.000000 Penalty: 3656.883789
	Iteration 1F: 3 clusters Score -7586735 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -7587065.500000 Penalty: 3656.883789
	Iteration 2Q: 3 clusters Score -7587066 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -7587464.000000 Penalty: 3656.883789
	Iteration 3Q: 3 clusters Score -7587464 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -7587933.000000 Penalty: 3656.883789
	Iteration 4Q: 3 clusters Score -7587933 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -7588466.000000 Penalty: 3656.883789
	Iteration 5Q: 3 clusters Score -7588466 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -7589254.000000 Penalty: 3656.883789
	Iteration 6Q: 3 clusters Score -7589254 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -7590640.500000 Penalty: 3656.883789
	Iteration 7Q: 3 clusters Score -7590640 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -7593060.500000 Penalty: 3656.883789
	Iteration 8F: 3 clusters Score -7593060 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -7597082.000000 Penalty: 3656.883789
	Iteration 9F: 3 clusters Score -7597082 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -7602490.000000 Penalty: 3656.883789
	Iteration 10F: 3 clusters Score -7602490 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -7607838.500000 Penalty: 3656.883789
	Iteration 11F: 3 clusters Score -7607838 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 72967 members 
Entering Unmasked Estep 
Score: -7611820.000000 Penalty: 3656.883789
	Iteration 12F: 3 clusters Score -7611820 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -7614047.500000 Penalty: 3656.883789
	Iteration 13Q: 3 clusters Score -7614048 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -7614999.000000 Penalty: 3656.883789
	Iteration 14Q: 3 clusters Score -7614999 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 76684 members 
Entering Unmasked Estep 
Score: -7615384.500000 Penalty: 3656.883789
	Iteration 15Q: 3 clusters Score -7615384 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 76790 members 
Entering Unmasked Estep 
Score: -7615476.500000 Penalty: 3656.883789
	Iteration 16Q: 3 clusters Score -7615476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -7615519.000000 Penalty: 3656.883789
	Iteration 17Q: 3 clusters Score -7615519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -7615540.500000 Penalty: 3656.883789
	Iteration 18Q: 3 clusters Score -7615540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
Score: -7615547.000000 Penalty: 3656.883789
	Iteration 19Q: 3 clusters Score -7615547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -7615556.500000 Penalty: 3656.883789
	Iteration 20F: 3 clusters Score -7615556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76844 members 
Entering Unmasked Estep 
Score: -7615561.000000 Penalty: 3656.883789
	Iteration 21Q: 3 clusters Score -7615561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -7615574.000000 Penalty: 3656.883789
	Iteration 22Q: 3 clusters Score -7615574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 76848 members 
Entering Unmasked Estep 
Score: -7615573.000000 Penalty: 3656.883789
	Iteration 23Q: 3 clusters Score -7615573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -7615572.500000 Penalty: 3656.883789
	Iteration 24Q: 3 clusters Score -7615572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -7615575.500000 Penalty: 3656.883789
	Iteration 25Q: 3 clusters Score -7615576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 76853 members 
Entering Unmasked Estep 
Score: -7615578.000000 Penalty: 3656.883789
	Iteration 26Q: 3 clusters Score -7615578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -7615579.500000 Penalty: 3656.883789
	Iteration 27Q: 3 clusters Score -7615580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -7615579.500000 Penalty: 3656.883789
	Iteration 28F: 3 clusters Score -7615580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Entering Unmasked Estep 
Score: -660934.812500 Penalty: 1431.165527
	Iteration 0F: 2 clusters Score -660934.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -655861.000000 Penalty: 2862.331055
	Iteration 0F: 3 clusters Score -655861 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -657323.375000 Penalty: 2862.331055
	Iteration 1F: 3 clusters Score -657323.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -657523.062500 Penalty: 2862.331055
	Iteration 2F: 3 clusters Score -657523.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -657657.000000 Penalty: 2862.331055
	Iteration 3Q: 3 clusters Score -657657 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -657764.187500 Penalty: 2862.331055
	Iteration 4Q: 3 clusters Score -657764.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -657870.437500 Penalty: 2862.331055
	Iteration 5Q: 3 clusters Score -657870.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -657960.875000 Penalty: 2862.331055
	Iteration 6Q: 3 clusters Score -657960.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -658034.687500 Penalty: 2862.331055
	Iteration 7Q: 3 clusters Score -658034.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -658096.687500 Penalty: 2862.331055
	Iteration 8Q: 3 clusters Score -658096.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -658168.875000 Penalty: 2862.331055
	Iteration 9Q: 3 clusters Score -658168.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -658249.062500 Penalty: 2862.331055
	Iteration 10Q: 3 clusters Score -658249.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -658339.875000 Penalty: 2862.331055
	Iteration 11Q: 3 clusters Score -658339.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -658448.750000 Penalty: 2862.331055
	Iteration 12Q: 3 clusters Score -658448.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -658587.812500 Penalty: 2862.331055
	Iteration 13Q: 3 clusters Score -658587.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -658740.125000 Penalty: 2862.331055
	Iteration 14Q: 3 clusters Score -658740.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -658900.437500 Penalty: 2862.331055
	Iteration 15Q: 3 clusters Score -658900.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -659066.000000 Penalty: 2862.331055
	Iteration 16Q: 3 clusters Score -659066 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -659216.687500 Penalty: 2862.331055
	Iteration 17Q: 3 clusters Score -659216.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -659344.250000 Penalty: 2862.331055
	Iteration 18Q: 3 clusters Score -659344.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -659446.750000 Penalty: 2862.331055
	Iteration 19Q: 3 clusters Score -659446.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -659521.125000 Penalty: 2862.331055
	Iteration 20F: 3 clusters Score -659521.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -659561.875000 Penalty: 2862.331055
	Iteration 21Q: 3 clusters Score -659561.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -659591.125000 Penalty: 2862.331055
	Iteration 22Q: 3 clusters Score -659591.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -659603.687500 Penalty: 2862.331055
	Iteration 23Q: 3 clusters Score -659603.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -659622.250000 Penalty: 2862.331055
	Iteration 24Q: 3 clusters Score -659622.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -659636.812500 Penalty: 2862.331055
	Iteration 25Q: 3 clusters Score -659636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -659648.500000 Penalty: 2862.331055
	Iteration 26Q: 3 clusters Score -659648.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -659653.625000 Penalty: 2862.331055
	Iteration 27Q: 3 clusters Score -659653.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -659656.000000 Penalty: 2862.331055
	Iteration 28Q: 3 clusters Score -659656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -659656.000000 Penalty: 2862.331055
	Iteration 29F: 3 clusters Score -659656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -108749.359375 Penalty: 1144.371582
	Iteration 0F: 2 clusters Score -108749.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -107195.976562 Penalty: 2288.743164
	Iteration 0F: 3 clusters Score -107196 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -107453.695312 Penalty: 2288.743164
	Iteration 1F: 3 clusters Score -107453.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -107528.757812 Penalty: 2288.743164
	Iteration 2F: 3 clusters Score -107528.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -107559.335938 Penalty: 2288.743164
	Iteration 3Q: 3 clusters Score -107559.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -107583.070312 Penalty: 2288.743164
	Iteration 4Q: 3 clusters Score -107583.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -107606.585938 Penalty: 2288.743164
	Iteration 5Q: 3 clusters Score -107606.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -107622.968750 Penalty: 2288.743164
	Iteration 6Q: 3 clusters Score -107623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107631.093750 Penalty: 2288.743164
	Iteration 7Q: 3 clusters Score -107631.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -107639.187500 Penalty: 2288.743164
	Iteration 8Q: 3 clusters Score -107639.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -107643.437500 Penalty: 2288.743164
	Iteration 9Q: 3 clusters Score -107643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -107646.210938 Penalty: 2288.743164
	Iteration 10Q: 3 clusters Score -107646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -107648.328125 Penalty: 2288.743164
	Iteration 11Q: 3 clusters Score -107648.3 nChanged 3
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: -107650.625000 Penalty: 2288.743164
	Iteration 12Q: 3 clusters Score -107650.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -107651.953125 Penalty: 2288.743164
	Iteration 13Q: 3 clusters Score -107652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -107653.492188 Penalty: 2288.743164
	Iteration 14Q: 3 clusters Score -107653.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -107653.968750 Penalty: 2288.743164
	Iteration 15Q: 3 clusters Score -107654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -107653.968750 Penalty: 2288.743164
	Iteration 16F: 3 clusters Score -107654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -141414.015625 Penalty: 1213.726074
	Iteration 0F: 2 clusters Score -141414 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 868 members 
Entering Unmasked Estep 
Score: -139582.765625 Penalty: 2427.452148
	Iteration 0F: 3 clusters Score -139582.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -140127.312500 Penalty: 2427.452148
	Iteration 1F: 3 clusters Score -140127.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -140332.546875 Penalty: 2427.452148
	Iteration 2F: 3 clusters Score -140332.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -140514.468750 Penalty: 2427.452148
	Iteration 3F: 3 clusters Score -140514.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -140647.531250 Penalty: 2427.452148
	Iteration 4F: 3 clusters Score -140647.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -140744.453125 Penalty: 2427.452148
	Iteration 5Q: 3 clusters Score -140744.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -140832.484375 Penalty: 2427.452148
	Iteration 6Q: 3 clusters Score -140832.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -140906.531250 Penalty: 2427.452148
	Iteration 7Q: 3 clusters Score -140906.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -140965.609375 Penalty: 2427.452148
	Iteration 8Q: 3 clusters Score -140965.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -140991.781250 Penalty: 2427.452148
	Iteration 9Q: 3 clusters Score -140991.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -141005.984375 Penalty: 2427.452148
	Iteration 10Q: 3 clusters Score -141006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -141013.031250 Penalty: 2427.452148
	Iteration 11Q: 3 clusters Score -141013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -141019.875000 Penalty: 2427.452148
	Iteration 12Q: 3 clusters Score -141019.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -141021.031250 Penalty: 2427.452148
	Iteration 13Q: 3 clusters Score -141021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -141022.031250 Penalty: 2427.452148
	Iteration 14Q: 3 clusters Score -141022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -141023.078125 Penalty: 2427.452148
	Iteration 15Q: 3 clusters Score -141023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -141024.671875 Penalty: 2427.452148
	Iteration 16Q: 3 clusters Score -141024.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -141025.531250 Penalty: 2427.452148
	Iteration 17Q: 3 clusters Score -141025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -141029.375000 Penalty: 2427.452148
	Iteration 18Q: 3 clusters Score -141029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -141033.812500 Penalty: 2427.452148
	Iteration 19Q: 3 clusters Score -141033.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -141037.546875 Penalty: 2427.452148
	Iteration 20F: 3 clusters Score -141037.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -141043.718750 Penalty: 2427.452148
	Iteration 21Q: 3 clusters Score -141043.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -141048.140625 Penalty: 2427.452148
	Iteration 22Q: 3 clusters Score -141048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -141057.250000 Penalty: 2427.452148
	Iteration 23Q: 3 clusters Score -141057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -141060.390625 Penalty: 2427.452148
	Iteration 24Q: 3 clusters Score -141060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -141061.281250 Penalty: 2427.452148
	Iteration 25Q: 3 clusters Score -141061.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -141061.281250 Penalty: 2427.452148
	Iteration 26F: 3 clusters Score -141061.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Entering Unmasked Estep 
Score: -1033622.812500 Penalty: 1517.487061
	Iteration 0F: 2 clusters Score -1033623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1025615.250000 Penalty: 3034.974121
	Iteration 0F: 3 clusters Score -1025615 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1028192.812500 Penalty: 3034.974121
	Iteration 1F: 3 clusters Score -1028193 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1028446.937500 Penalty: 3034.974121
	Iteration 2F: 3 clusters Score -1028447 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1028679.125000 Penalty: 3034.974121
	Iteration 3F: 3 clusters Score -1028679 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1028933.062500 Penalty: 3034.974121
	Iteration 4F: 3 clusters Score -1028933 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1029158.937500 Penalty: 3034.974121
	Iteration 5Q: 3 clusters Score -1029159 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1029417.125000 Penalty: 3034.974121
	Iteration 6Q: 3 clusters Score -1029417 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1029696.250000 Penalty: 3034.974121
	Iteration 7Q: 3 clusters Score -1029696 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1029979.250000 Penalty: 3034.974121
	Iteration 8Q: 3 clusters Score -1029979 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1030310.812500 Penalty: 3034.974121
	Iteration 9Q: 3 clusters Score -1030311 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1030670.687500 Penalty: 3034.974121
	Iteration 10Q: 3 clusters Score -1030671 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1031042.187500 Penalty: 3034.974121
	Iteration 11Q: 3 clusters Score -1031042 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1031347.937500 Penalty: 3034.974121
	Iteration 12Q: 3 clusters Score -1031348 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1031630.062500 Penalty: 3034.974121
	Iteration 13Q: 3 clusters Score -1031630 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1031856.875000 Penalty: 3034.974121
	Iteration 14Q: 3 clusters Score -1031857 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1032020.187500 Penalty: 3034.974121
	Iteration 15Q: 3 clusters Score -1032020 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1032127.500000 Penalty: 3034.974121
	Iteration 16Q: 3 clusters Score -1032128 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1032200.437500 Penalty: 3034.974121
	Iteration 17Q: 3 clusters Score -1032200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1032254.062500 Penalty: 3034.974121
	Iteration 18Q: 3 clusters Score -1032254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1032291.625000 Penalty: 3034.974121
	Iteration 19Q: 3 clusters Score -1032292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1032318.937500 Penalty: 3034.974121
	Iteration 20F: 3 clusters Score -1032319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1032344.062500 Penalty: 3034.974121
	Iteration 21Q: 3 clusters Score -1032344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1032364.687500 Penalty: 3034.974121
	Iteration 22Q: 3 clusters Score -1032365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1032375.562500 Penalty: 3034.974121
	Iteration 23Q: 3 clusters Score -1032376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1032384.687500 Penalty: 3034.974121
	Iteration 24Q: 3 clusters Score -1032385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1032396.062500 Penalty: 3034.974121
	Iteration 25Q: 3 clusters Score -1032396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1032403.000000 Penalty: 3034.974121
	Iteration 26Q: 3 clusters Score -1032403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1032414.875000 Penalty: 3034.974121
	Iteration 27Q: 3 clusters Score -1032415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1032421.437500 Penalty: 3034.974121
	Iteration 28Q: 3 clusters Score -1032421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1032423.125000 Penalty: 3034.974121
	Iteration 29Q: 3 clusters Score -1032423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1032423.125000 Penalty: 3034.974121
	Iteration 30F: 3 clusters Score -1032423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Entering Unmasked Estep 
Score: -862656.875000 Penalty: 1483.994019
	Iteration 0F: 2 clusters Score -862656.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -856028.562500 Penalty: 2967.988037
	Iteration 0F: 3 clusters Score -856028.6 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -858089.312500 Penalty: 2967.988037
	Iteration 1F: 3 clusters Score -858089.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -858287.500000 Penalty: 2967.988037
	Iteration 2F: 3 clusters Score -858287.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -858448.500000 Penalty: 2967.988037
	Iteration 3Q: 3 clusters Score -858448.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -858592.250000 Penalty: 2967.988037
	Iteration 4Q: 3 clusters Score -858592.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -858708.375000 Penalty: 2967.988037
	Iteration 5Q: 3 clusters Score -858708.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -858816.625000 Penalty: 2967.988037
	Iteration 6Q: 3 clusters Score -858816.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -858905.937500 Penalty: 2967.988037
	Iteration 7Q: 3 clusters Score -858905.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -858997.312500 Penalty: 2967.988037
	Iteration 8Q: 3 clusters Score -858997.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -859082.187500 Penalty: 2967.988037
	Iteration 9Q: 3 clusters Score -859082.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -859172.375000 Penalty: 2967.988037
	Iteration 10Q: 3 clusters Score -859172.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -859270.875000 Penalty: 2967.988037
	Iteration 11Q: 3 clusters Score -859270.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -859367.312500 Penalty: 2967.988037
	Iteration 12Q: 3 clusters Score -859367.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -859467.125000 Penalty: 2967.988037
	Iteration 13Q: 3 clusters Score -859467.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -859577.250000 Penalty: 2967.988037
	Iteration 14Q: 3 clusters Score -859577.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -859716.000000 Penalty: 2967.988037
	Iteration 15Q: 3 clusters Score -859716 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -859859.125000 Penalty: 2967.988037
	Iteration 16Q: 3 clusters Score -859859.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -860032.812500 Penalty: 2967.988037
	Iteration 17Q: 3 clusters Score -860032.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -860215.312500 Penalty: 2967.988037
	Iteration 18Q: 3 clusters Score -860215.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -860385.375000 Penalty: 2967.988037
	Iteration 19Q: 3 clusters Score -860385.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -860539.937500 Penalty: 2967.988037
	Iteration 20F: 3 clusters Score -860539.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -860659.500000 Penalty: 2967.988037
	Iteration 21Q: 3 clusters Score -860659.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -860747.187500 Penalty: 2967.988037
	Iteration 22Q: 3 clusters Score -860747.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -860821.312500 Penalty: 2967.988037
	Iteration 23Q: 3 clusters Score -860821.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -860885.000000 Penalty: 2967.988037
	Iteration 24Q: 3 clusters Score -860885 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -860948.000000 Penalty: 2967.988037
	Iteration 25Q: 3 clusters Score -860948 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -860998.375000 Penalty: 2967.988037
	Iteration 26Q: 3 clusters Score -860998.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -861046.875000 Penalty: 2967.988037
	Iteration 27Q: 3 clusters Score -861046.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -861089.312500 Penalty: 2967.988037
	Iteration 28Q: 3 clusters Score -861089.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -861125.625000 Penalty: 2967.988037
	Iteration 29Q: 3 clusters Score -861125.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -861156.625000 Penalty: 2967.988037
	Iteration 30Q: 3 clusters Score -861156.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -861199.625000 Penalty: 2967.988037
	Iteration 31Q: 3 clusters Score -861199.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -861230.062500 Penalty: 2967.988037
	Iteration 32Q: 3 clusters Score -861230.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -861260.687500 Penalty: 2967.988037
	Iteration 33Q: 3 clusters Score -861260.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -861281.125000 Penalty: 2967.988037
	Iteration 34Q: 3 clusters Score -861281.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -861296.437500 Penalty: 2967.988037
	Iteration 35Q: 3 clusters Score -861296.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -861311.375000 Penalty: 2967.988037
	Iteration 36Q: 3 clusters Score -861311.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -861316.125000 Penalty: 2967.988037
	Iteration 37Q: 3 clusters Score -861316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -861319.625000 Penalty: 2967.988037
	Iteration 38Q: 3 clusters Score -861319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -861322.250000 Penalty: 2967.988037
	Iteration 39Q: 3 clusters Score -861322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -861328.250000 Penalty: 2967.988037
	Iteration 40F: 3 clusters Score -861328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -861332.312500 Penalty: 2967.988037
	Iteration 41Q: 3 clusters Score -861332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -861339.812500 Penalty: 2967.988037
	Iteration 42Q: 3 clusters Score -861339.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -861346.625000 Penalty: 2967.988037
	Iteration 43Q: 3 clusters Score -861346.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -861350.187500 Penalty: 2967.988037
	Iteration 44Q: 3 clusters Score -861350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -861351.562500 Penalty: 2967.988037
	Iteration 45Q: 3 clusters Score -861351.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -861355.812500 Penalty: 2967.988037
	Iteration 46Q: 3 clusters Score -861355.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -861359.625000 Penalty: 2967.988037
	Iteration 47Q: 3 clusters Score -861359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -861362.312500 Penalty: 2967.988037
	Iteration 48Q: 3 clusters Score -861362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -861365.750000 Penalty: 2967.988037
	Iteration 49Q: 3 clusters Score -861365.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -861367.875000 Penalty: 2967.988037
	Iteration 50Q: 3 clusters Score -861367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -861365.937500 Penalty: 2967.988037
	Iteration 51Q: 3 clusters Score -861365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -861365.937500 Penalty: 2967.988037
	Iteration 52F: 3 clusters Score -861365.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Entering Unmasked Estep 
Score: -331136.531250 Penalty: 1350.082275
	Iteration 0F: 2 clusters Score -331136.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -327753.625000 Penalty: 2700.164551
	Iteration 0F: 3 clusters Score -327753.6 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -328709.250000 Penalty: 2700.164551
	Iteration 1F: 3 clusters Score -328709.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -328881.906250 Penalty: 2700.164551
	Iteration 2F: 3 clusters Score -328881.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -328998.750000 Penalty: 2700.164551
	Iteration 3Q: 3 clusters Score -328998.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -329118.250000 Penalty: 2700.164551
	Iteration 4Q: 3 clusters Score -329118.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -329244.968750 Penalty: 2700.164551
	Iteration 5Q: 3 clusters Score -329245 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -329345.906250 Penalty: 2700.164551
	Iteration 6Q: 3 clusters Score -329345.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -329425.781250 Penalty: 2700.164551
	Iteration 7Q: 3 clusters Score -329425.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -329491.156250 Penalty: 2700.164551
	Iteration 8Q: 3 clusters Score -329491.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -329538.187500 Penalty: 2700.164551
	Iteration 9Q: 3 clusters Score -329538.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -329571.593750 Penalty: 2700.164551
	Iteration 10Q: 3 clusters Score -329571.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -329602.437500 Penalty: 2700.164551
	Iteration 11Q: 3 clusters Score -329602.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -329640.718750 Penalty: 2700.164551
	Iteration 12Q: 3 clusters Score -329640.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -329683.593750 Penalty: 2700.164551
	Iteration 13Q: 3 clusters Score -329683.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -329738.906250 Penalty: 2700.164551
	Iteration 14Q: 3 clusters Score -329738.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -329787.843750 Penalty: 2700.164551
	Iteration 15Q: 3 clusters Score -329787.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -329834.312500 Penalty: 2700.164551
	Iteration 16Q: 3 clusters Score -329834.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -329867.375000 Penalty: 2700.164551
	Iteration 17Q: 3 clusters Score -329867.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -329913.156250 Penalty: 2700.164551
	Iteration 18Q: 3 clusters Score -329913.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -329953.750000 Penalty: 2700.164551
	Iteration 19Q: 3 clusters Score -329953.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -329983.156250 Penalty: 2700.164551
	Iteration 20F: 3 clusters Score -329983.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -330005.031250 Penalty: 2700.164551
	Iteration 21Q: 3 clusters Score -330005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -330020.062500 Penalty: 2700.164551
	Iteration 22Q: 3 clusters Score -330020.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -330029.531250 Penalty: 2700.164551
	Iteration 23Q: 3 clusters Score -330029.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -330043.437500 Penalty: 2700.164551
	Iteration 24Q: 3 clusters Score -330043.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -330051.781250 Penalty: 2700.164551
	Iteration 25Q: 3 clusters Score -330051.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -330060.562500 Penalty: 2700.164551
	Iteration 26Q: 3 clusters Score -330060.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -330065.343750 Penalty: 2700.164551
	Iteration 27Q: 3 clusters Score -330065.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -330068.812500 Penalty: 2700.164551
	Iteration 28Q: 3 clusters Score -330068.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -330072.031250 Penalty: 2700.164551
	Iteration 29Q: 3 clusters Score -330072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -330076.593750 Penalty: 2700.164551
	Iteration 30Q: 3 clusters Score -330076.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -330079.812500 Penalty: 2700.164551
	Iteration 31Q: 3 clusters Score -330079.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -330084.781250 Penalty: 2700.164551
	Iteration 32Q: 3 clusters Score -330084.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -330092.031250 Penalty: 2700.164551
	Iteration 33Q: 3 clusters Score -330092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -330097.906250 Penalty: 2700.164551
	Iteration 34Q: 3 clusters Score -330097.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -330103.656250 Penalty: 2700.164551
	Iteration 35Q: 3 clusters Score -330103.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -330106.875000 Penalty: 2700.164551
	Iteration 36Q: 3 clusters Score -330106.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -330109.312500 Penalty: 2700.164551
	Iteration 37Q: 3 clusters Score -330109.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -330110.437500 Penalty: 2700.164551
	Iteration 38Q: 3 clusters Score -330110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -330111.031250 Penalty: 2700.164551
	Iteration 39Q: 3 clusters Score -330111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330114.312500 Penalty: 2700.164551
	Iteration 40F: 3 clusters Score -330114.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -330116.687500 Penalty: 2700.164551
	Iteration 41Q: 3 clusters Score -330116.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -330118.156250 Penalty: 2700.164551
	Iteration 42Q: 3 clusters Score -330118.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -330120.312500 Penalty: 2700.164551
	Iteration 43Q: 3 clusters Score -330120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -330121.812500 Penalty: 2700.164551
	Iteration 44Q: 3 clusters Score -330121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -330123.750000 Penalty: 2700.164551
	Iteration 45Q: 3 clusters Score -330123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -330124.218750 Penalty: 2700.164551
	Iteration 46Q: 3 clusters Score -330124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -330124.406250 Penalty: 2700.164551
	Iteration 47Q: 3 clusters Score -330124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -330125.093750 Penalty: 2700.164551
	Iteration 48Q: 3 clusters Score -330125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -330125.500000 Penalty: 2700.164551
	Iteration 49Q: 3 clusters Score -330125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -330125.500000 Penalty: 2700.164551
	Iteration 50Q: 3 clusters Score -330125.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -330125.500000 Penalty: 2700.164551
	Iteration 51F: 3 clusters Score -330125.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -57578.636719 Penalty: 1068.676270
	Iteration 0F: 2 clusters Score -57578.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -56355.832031 Penalty: 2137.352539
	Iteration 0F: 3 clusters Score -56355.83 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56553.816406 Penalty: 2137.352539
	Iteration 1F: 3 clusters Score -56553.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -56595.242188 Penalty: 2137.352539
	Iteration 2F: 3 clusters Score -56595.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56613.082031 Penalty: 2137.352539
	Iteration 3Q: 3 clusters Score -56613.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56631.644531 Penalty: 2137.352539
	Iteration 4Q: 3 clusters Score -56631.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56649.343750 Penalty: 2137.352539
	Iteration 5Q: 3 clusters Score -56649.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56665.410156 Penalty: 2137.352539
	Iteration 6Q: 3 clusters Score -56665.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56684.890625 Penalty: 2137.352539
	Iteration 7Q: 3 clusters Score -56684.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56691.164062 Penalty: 2137.352539
	Iteration 8Q: 3 clusters Score -56691.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56697.316406 Penalty: 2137.352539
	Iteration 9Q: 3 clusters Score -56697.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56699.609375 Penalty: 2137.352539
	Iteration 10Q: 3 clusters Score -56699.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56700.710938 Penalty: 2137.352539
	Iteration 11Q: 3 clusters Score -56700.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56707.695312 Penalty: 2137.352539
	Iteration 12Q: 3 clusters Score -56707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56710.976562 Penalty: 2137.352539
	Iteration 13Q: 3 clusters Score -56710.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56719.093750 Penalty: 2137.352539
	Iteration 14Q: 3 clusters Score -56719.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56726.597656 Penalty: 2137.352539
	Iteration 15Q: 3 clusters Score -56726.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56736.968750 Penalty: 2137.352539
	Iteration 16Q: 3 clusters Score -56736.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56738.722656 Penalty: 2137.352539
	Iteration 17Q: 3 clusters Score -56738.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56739.777344 Penalty: 2137.352539
	Iteration 18Q: 3 clusters Score -56739.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56741.164062 Penalty: 2137.352539
	Iteration 19Q: 3 clusters Score -56741.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56742.984375 Penalty: 2137.352539
	Iteration 20F: 3 clusters Score -56742.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56745.707031 Penalty: 2137.352539
	Iteration 21Q: 3 clusters Score -56745.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56746.480469 Penalty: 2137.352539
	Iteration 22Q: 3 clusters Score -56746.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56746.480469 Penalty: 2137.352539
	Iteration 23F: 3 clusters Score -56746.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Entering Unmasked Estep 
Score: -304792.062500 Penalty: 1306.938721
	Iteration 0F: 2 clusters Score -304792.1 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 1523 members 
Entering Unmasked Estep 
Score: -302024.562500 Penalty: 2613.877441
	Iteration 0F: 3 clusters Score -302024.6 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -302725.968750 Penalty: 2613.877441
	Iteration 1F: 3 clusters Score -302726 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -302863.531250 Penalty: 2613.877441
	Iteration 2F: 3 clusters Score -302863.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -302951.343750 Penalty: 2613.877441
	Iteration 3Q: 3 clusters Score -302951.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -303005.687500 Penalty: 2613.877441
	Iteration 4Q: 3 clusters Score -303005.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -303042.062500 Penalty: 2613.877441
	Iteration 5Q: 3 clusters Score -303042.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -303081.000000 Penalty: 2613.877441
	Iteration 6Q: 3 clusters Score -303081 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -303114.562500 Penalty: 2613.877441
	Iteration 7Q: 3 clusters Score -303114.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -303142.562500 Penalty: 2613.877441
	Iteration 8Q: 3 clusters Score -303142.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -303177.281250 Penalty: 2613.877441
	Iteration 9Q: 3 clusters Score -303177.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -303212.687500 Penalty: 2613.877441
	Iteration 10Q: 3 clusters Score -303212.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -303242.875000 Penalty: 2613.877441
	Iteration 11Q: 3 clusters Score -303242.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -303268.375000 Penalty: 2613.877441
	Iteration 12Q: 3 clusters Score -303268.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -303303.656250 Penalty: 2613.877441
	Iteration 13Q: 3 clusters Score -303303.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -303346.187500 Penalty: 2613.877441
	Iteration 14Q: 3 clusters Score -303346.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -303378.718750 Penalty: 2613.877441
	Iteration 15Q: 3 clusters Score -303378.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -303408.031250 Penalty: 2613.877441
	Iteration 16Q: 3 clusters Score -303408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -303436.250000 Penalty: 2613.877441
	Iteration 17Q: 3 clusters Score -303436.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -303462.000000 Penalty: 2613.877441
	Iteration 18Q: 3 clusters Score -303462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -303484.125000 Penalty: 2613.877441
	Iteration 19Q: 3 clusters Score -303484.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -303502.968750 Penalty: 2613.877441
	Iteration 20F: 3 clusters Score -303503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -303522.437500 Penalty: 2613.877441
	Iteration 21Q: 3 clusters Score -303522.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -303547.437500 Penalty: 2613.877441
	Iteration 22Q: 3 clusters Score -303547.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -303570.468750 Penalty: 2613.877441
	Iteration 23Q: 3 clusters Score -303570.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -303594.343750 Penalty: 2613.877441
	Iteration 24Q: 3 clusters Score -303594.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -303613.218750 Penalty: 2613.877441
	Iteration 25Q: 3 clusters Score -303613.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -303629.562500 Penalty: 2613.877441
	Iteration 26Q: 3 clusters Score -303629.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -303639.375000 Penalty: 2613.877441
	Iteration 27Q: 3 clusters Score -303639.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -303655.843750 Penalty: 2613.877441
	Iteration 28Q: 3 clusters Score -303655.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -303672.562500 Penalty: 2613.877441
	Iteration 29Q: 3 clusters Score -303672.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -303684.093750 Penalty: 2613.877441
	Iteration 30Q: 3 clusters Score -303684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -303690.875000 Penalty: 2613.877441
	Iteration 31Q: 3 clusters Score -303690.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -303698.781250 Penalty: 2613.877441
	Iteration 32Q: 3 clusters Score -303698.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -303705.281250 Penalty: 2613.877441
	Iteration 33Q: 3 clusters Score -303705.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -303709.562500 Penalty: 2613.877441
	Iteration 34Q: 3 clusters Score -303709.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -303715.500000 Penalty: 2613.877441
	Iteration 35Q: 3 clusters Score -303715.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -303724.593750 Penalty: 2613.877441
	Iteration 36Q: 3 clusters Score -303724.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -303732.968750 Penalty: 2613.877441
	Iteration 37Q: 3 clusters Score -303733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -303738.750000 Penalty: 2613.877441
	Iteration 38Q: 3 clusters Score -303738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -303743.218750 Penalty: 2613.877441
	Iteration 39Q: 3 clusters Score -303743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -303744.968750 Penalty: 2613.877441
	Iteration 40F: 3 clusters Score -303745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -303750.906250 Penalty: 2613.877441
	Iteration 41Q: 3 clusters Score -303750.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -303757.156250 Penalty: 2613.877441
	Iteration 42Q: 3 clusters Score -303757.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -303761.656250 Penalty: 2613.877441
	Iteration 43Q: 3 clusters Score -303761.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -303770.125000 Penalty: 2613.877441
	Iteration 44Q: 3 clusters Score -303770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -303773.937500 Penalty: 2613.877441
	Iteration 45Q: 3 clusters Score -303773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -303778.218750 Penalty: 2613.877441
	Iteration 46Q: 3 clusters Score -303778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -303781.437500 Penalty: 2613.877441
	Iteration 47Q: 3 clusters Score -303781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -303783.093750 Penalty: 2613.877441
	Iteration 48Q: 3 clusters Score -303783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -303785.812500 Penalty: 2613.877441
	Iteration 49Q: 3 clusters Score -303785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -303788.437500 Penalty: 2613.877441
	Iteration 50Q: 3 clusters Score -303788.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -303791.718750 Penalty: 2613.877441
	Iteration 51Q: 3 clusters Score -303791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -303792.218750 Penalty: 2613.877441
	Iteration 52Q: 3 clusters Score -303792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -303793.218750 Penalty: 2613.877441
	Iteration 53Q: 3 clusters Score -303793.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -303793.218750 Penalty: 2613.877441
	Iteration 54F: 3 clusters Score -303793.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Entering Unmasked Estep 
Score: -1502435.500000 Penalty: 1581.206543
	Iteration 0F: 2 clusters Score -1502436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1490833.375000 Penalty: 3162.413086
	Iteration 0F: 3 clusters Score -1490833 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1495147.750000 Penalty: 3162.413086
	Iteration 1F: 3 clusters Score -1495148 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1495664.125000 Penalty: 3162.413086
	Iteration 2F: 3 clusters Score -1495664 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1496176.500000 Penalty: 3162.413086
	Iteration 3F: 3 clusters Score -1496176 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1496744.250000 Penalty: 3162.413086
	Iteration 4F: 3 clusters Score -1496744 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1497364.375000 Penalty: 3162.413086
	Iteration 5F: 3 clusters Score -1497364 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1497966.125000 Penalty: 3162.413086
	Iteration 6F: 3 clusters Score -1497966 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1498477.375000 Penalty: 3162.413086
	Iteration 7F: 3 clusters Score -1498477 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1498882.750000 Penalty: 3162.413086
	Iteration 8Q: 3 clusters Score -1498883 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1499159.625000 Penalty: 3162.413086
	Iteration 9Q: 3 clusters Score -1499160 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1499361.500000 Penalty: 3162.413086
	Iteration 10Q: 3 clusters Score -1499362 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1499537.250000 Penalty: 3162.413086
	Iteration 11Q: 3 clusters Score -1499537 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1499659.125000 Penalty: 3162.413086
	Iteration 12Q: 3 clusters Score -1499659 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1499748.875000 Penalty: 3162.413086
	Iteration 13Q: 3 clusters Score -1499749 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1499818.500000 Penalty: 3162.413086
	Iteration 14Q: 3 clusters Score -1499818 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1499880.875000 Penalty: 3162.413086
	Iteration 15Q: 3 clusters Score -1499881 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1499944.750000 Penalty: 3162.413086
	Iteration 16Q: 3 clusters Score -1499945 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1500003.875000 Penalty: 3162.413086
	Iteration 17Q: 3 clusters Score -1500004 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1500086.375000 Penalty: 3162.413086
	Iteration 18Q: 3 clusters Score -1500086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1500177.375000 Penalty: 3162.413086
	Iteration 19Q: 3 clusters Score -1500177 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1500264.875000 Penalty: 3162.413086
	Iteration 20F: 3 clusters Score -1500265 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1500372.250000 Penalty: 3162.413086
	Iteration 21Q: 3 clusters Score -1500372 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1500495.125000 Penalty: 3162.413086
	Iteration 22Q: 3 clusters Score -1500495 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1500636.375000 Penalty: 3162.413086
	Iteration 23Q: 3 clusters Score -1500636 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1500810.625000 Penalty: 3162.413086
	Iteration 24Q: 3 clusters Score -1500811 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1500995.500000 Penalty: 3162.413086
	Iteration 25Q: 3 clusters Score -1500996 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1501166.125000 Penalty: 3162.413086
	Iteration 26Q: 3 clusters Score -1501166 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1501306.625000 Penalty: 3162.413086
	Iteration 27Q: 3 clusters Score -1501307 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1501414.875000 Penalty: 3162.413086
	Iteration 28Q: 3 clusters Score -1501415 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1501514.750000 Penalty: 3162.413086
	Iteration 29Q: 3 clusters Score -1501515 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1501594.750000 Penalty: 3162.413086
	Iteration 30Q: 3 clusters Score -1501595 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1501641.125000 Penalty: 3162.413086
	Iteration 31Q: 3 clusters Score -1501641 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1501665.750000 Penalty: 3162.413086
	Iteration 32Q: 3 clusters Score -1501666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1501682.250000 Penalty: 3162.413086
	Iteration 33Q: 3 clusters Score -1501682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1501685.500000 Penalty: 3162.413086
	Iteration 34Q: 3 clusters Score -1501686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1501690.875000 Penalty: 3162.413086
	Iteration 35Q: 3 clusters Score -1501691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1501695.875000 Penalty: 3162.413086
	Iteration 36Q: 3 clusters Score -1501696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1501697.375000 Penalty: 3162.413086
	Iteration 37Q: 3 clusters Score -1501697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1501704.000000 Penalty: 3162.413086
	Iteration 38Q: 3 clusters Score -1501704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1501706.750000 Penalty: 3162.413086
	Iteration 39Q: 3 clusters Score -1501707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1501710.375000 Penalty: 3162.413086
	Iteration 40F: 3 clusters Score -1501710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1501713.625000 Penalty: 3162.413086
	Iteration 41Q: 3 clusters Score -1501714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1501723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1501726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1501730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1501738.875000 Penalty: 3162.413086
	Iteration 45Q: 3 clusters Score -1501739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1501745.250000 Penalty: 3162.413086
	Iteration 46Q: 3 clusters Score -1501745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1501755.625000 Penalty: 3162.413086
	Iteration 47Q: 3 clusters Score -1501756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1501771.750000 Penalty: 3162.413086
	Iteration 48Q: 3 clusters Score -1501772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1501783.125000 Penalty: 3162.413086
	Iteration 49Q: 3 clusters Score -1501783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1501795.875000 Penalty: 3162.413086
	Iteration 50Q: 3 clusters Score -1501796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1501802.250000 Penalty: 3162.413086
	Iteration 51Q: 3 clusters Score -1501802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1501810.375000 Penalty: 3162.413086
	Iteration 52Q: 3 clusters Score -1501810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1501821.000000 Penalty: 3162.413086
	Iteration 53Q: 3 clusters Score -1501821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1501826.625000 Penalty: 3162.413086
	Iteration 54Q: 3 clusters Score -1501827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1501834.875000 Penalty: 3162.413086
	Iteration 55Q: 3 clusters Score -1501835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1501846.000000 Penalty: 3162.413086
	Iteration 56Q: 3 clusters Score -1501846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1501859.250000 Penalty: 3162.413086
	Iteration 57Q: 3 clusters Score -1501859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1501870.750000 Penalty: 3162.413086
	Iteration 58Q: 3 clusters Score -1501871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1501895.250000 Penalty: 3162.413086
	Iteration 59Q: 3 clusters Score -1501895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1501906.875000 Penalty: 3162.413086
	Iteration 60F: 3 clusters Score -1501907 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1501914.125000 Penalty: 3162.413086
	Iteration 61Q: 3 clusters Score -1501914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1501922.000000 Penalty: 3162.413086
	Iteration 62Q: 3 clusters Score -1501922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1501925.500000 Penalty: 3162.413086
	Iteration 63Q: 3 clusters Score -1501926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1501936.625000 Penalty: 3162.413086
	Iteration 64Q: 3 clusters Score -1501937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1501941.375000 Penalty: 3162.413086
	Iteration 65Q: 3 clusters Score -1501941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1501947.000000 Penalty: 3162.413086
	Iteration 66Q: 3 clusters Score -1501947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1501948.250000 Penalty: 3162.413086
	Iteration 67Q: 3 clusters Score -1501948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1501951.375000 Penalty: 3162.413086
	Iteration 68Q: 3 clusters Score -1501951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1501951.250000 Penalty: 3162.413086
	Iteration 69Q: 3 clusters Score -1501951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1501954.000000 Penalty: 3162.413086
	Iteration 70Q: 3 clusters Score -1501954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1501956.625000 Penalty: 3162.413086
	Iteration 71Q: 3 clusters Score -1501957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1501961.875000 Penalty: 3162.413086
	Iteration 72Q: 3 clusters Score -1501962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1501964.375000 Penalty: 3162.413086
	Iteration 73Q: 3 clusters Score -1501964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1501965.625000 Penalty: 3162.413086
	Iteration 74Q: 3 clusters Score -1501966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1501968.500000 Penalty: 3162.413086
	Iteration 75Q: 3 clusters Score -1501968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1501968.000000 Penalty: 3162.413086
	Iteration 76Q: 3 clusters Score -1501968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1501971.625000 Penalty: 3162.413086
	Iteration 77Q: 3 clusters Score -1501972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1501972.000000 Penalty: 3162.413086
	Iteration 78Q: 3 clusters Score -1501972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1501974.000000 Penalty: 3162.413086
	Iteration 79Q: 3 clusters Score -1501974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1501973.500000 Penalty: 3162.413086
	Iteration 80F: 3 clusters Score -1501974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1501969.625000 Penalty: 3162.413086
	Iteration 81Q: 3 clusters Score -1501970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1501972.625000 Penalty: 3162.413086
	Iteration 82Q: 3 clusters Score -1501973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1501974.250000 Penalty: 3162.413086
	Iteration 83Q: 3 clusters Score -1501974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1501976.250000 Penalty: 3162.413086
	Iteration 84Q: 3 clusters Score -1501976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1501979.500000 Penalty: 3162.413086
	Iteration 85Q: 3 clusters Score -1501980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1501979.250000 Penalty: 3162.413086
	Iteration 86Q: 3 clusters Score -1501979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1501978.875000 Penalty: 3162.413086
	Iteration 87Q: 3 clusters Score -1501979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1501978.000000 Penalty: 3162.413086
	Iteration 88Q: 3 clusters Score -1501978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1501975.625000 Penalty: 3162.413086
	Iteration 89Q: 3 clusters Score -1501976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1501973.375000 Penalty: 3162.413086
	Iteration 90Q: 3 clusters Score -1501973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1501976.375000 Penalty: 3162.413086
	Iteration 91Q: 3 clusters Score -1501976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1501975.500000 Penalty: 3162.413086
	Iteration 92Q: 3 clusters Score -1501976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1501973.375000 Penalty: 3162.413086
	Iteration 93Q: 3 clusters Score -1501973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1501971.125000 Penalty: 3162.413086
	Iteration 94Q: 3 clusters Score -1501971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1501974.625000 Penalty: 3162.413086
	Iteration 95Q: 3 clusters Score -1501975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1501975.625000 Penalty: 3162.413086
	Iteration 96Q: 3 clusters Score -1501976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1501978.125000 Penalty: 3162.413086
	Iteration 97Q: 3 clusters Score -1501978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1501980.375000 Penalty: 3162.413086
	Iteration 98Q: 3 clusters Score -1501980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1501980.500000 Penalty: 3162.413086
	Iteration 99Q: 3 clusters Score -1501980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1501981.000000 Penalty: 3162.413086
	Iteration 100F: 3 clusters Score -1501981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1501980.875000 Penalty: 3162.413086
	Iteration 101Q: 3 clusters Score -1501981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1501981.500000 Penalty: 3162.413086
	Iteration 102Q: 3 clusters Score -1501982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1501978.000000 Penalty: 3162.413086
	Iteration 103Q: 3 clusters Score -1501978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1501980.750000 Penalty: 3162.413086
	Iteration 104Q: 3 clusters Score -1501981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1501979.750000 Penalty: 3162.413086
	Iteration 105Q: 3 clusters Score -1501980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1501977.875000 Penalty: 3162.413086
	Iteration 106Q: 3 clusters Score -1501978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1501978.250000 Penalty: 3162.413086
	Iteration 107Q: 3 clusters Score -1501978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1501980.375000 Penalty: 3162.413086
	Iteration 108Q: 3 clusters Score -1501980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1501982.625000 Penalty: 3162.413086
	Iteration 109Q: 3 clusters Score -1501983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1501985.750000 Penalty: 3162.413086
	Iteration 110Q: 3 clusters Score -1501986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1501987.375000 Penalty: 3162.413086
	Iteration 111Q: 3 clusters Score -1501987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1501984.375000 Penalty: 3162.413086
	Iteration 112Q: 3 clusters Score -1501984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1501985.125000 Penalty: 3162.413086
	Iteration 113Q: 3 clusters Score -1501985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1501985.750000 Penalty: 3162.413086
	Iteration 114Q: 3 clusters Score -1501986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1501985.875000 Penalty: 3162.413086
	Iteration 115Q: 3 clusters Score -1501986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1501989.250000 Penalty: 3162.413086
	Iteration 116Q: 3 clusters Score -1501989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1501991.000000 Penalty: 3162.413086
	Iteration 117Q: 3 clusters Score -1501991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1501991.500000 Penalty: 3162.413086
	Iteration 118Q: 3 clusters Score -1501992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1501988.875000 Penalty: 3162.413086
	Iteration 119Q: 3 clusters Score -1501989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1501987.500000 Penalty: 3162.413086
	Iteration 120F: 3 clusters Score -1501988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1501989.750000 Penalty: 3162.413086
	Iteration 121Q: 3 clusters Score -1501990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1501989.750000 Penalty: 3162.413086
	Iteration 122F: 3 clusters Score -1501990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -209185.265625 Penalty: 1263.072266
	Iteration 0F: 2 clusters Score -209185.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -206840.687500 Penalty: 2526.144531
	Iteration 0F: 3 clusters Score -206840.7 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -207371.140625 Penalty: 2526.144531
	Iteration 1F: 3 clusters Score -207371.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -207527.593750 Penalty: 2526.144531
	Iteration 2F: 3 clusters Score -207527.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -207644.703125 Penalty: 2526.144531
	Iteration 3F: 3 clusters Score -207644.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -207723.609375 Penalty: 2526.144531
	Iteration 4Q: 3 clusters Score -207723.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -207793.015625 Penalty: 2526.144531
	Iteration 5Q: 3 clusters Score -207793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -207836.375000 Penalty: 2526.144531
	Iteration 6Q: 3 clusters Score -207836.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -207866.093750 Penalty: 2526.144531
	Iteration 7Q: 3 clusters Score -207866.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -207884.281250 Penalty: 2526.144531
	Iteration 8Q: 3 clusters Score -207884.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -207898.640625 Penalty: 2526.144531
	Iteration 9Q: 3 clusters Score -207898.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -207908.000000 Penalty: 2526.144531
	Iteration 10Q: 3 clusters Score -207908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -207915.703125 Penalty: 2526.144531
	Iteration 11Q: 3 clusters Score -207915.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -207921.421875 Penalty: 2526.144531
	Iteration 12Q: 3 clusters Score -207921.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -207925.546875 Penalty: 2526.144531
	Iteration 13Q: 3 clusters Score -207925.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -207928.687500 Penalty: 2526.144531
	Iteration 14Q: 3 clusters Score -207928.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -207932.578125 Penalty: 2526.144531
	Iteration 15Q: 3 clusters Score -207932.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -207935.796875 Penalty: 2526.144531
	Iteration 16Q: 3 clusters Score -207935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -207937.812500 Penalty: 2526.144531
	Iteration 17Q: 3 clusters Score -207937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -207939.343750 Penalty: 2526.144531
	Iteration 18Q: 3 clusters Score -207939.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -207940.656250 Penalty: 2526.144531
	Iteration 19Q: 3 clusters Score -207940.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -207941.328125 Penalty: 2526.144531
	Iteration 20F: 3 clusters Score -207941.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -207941.703125 Penalty: 2526.144531
	Iteration 21Q: 3 clusters Score -207941.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -207943.125000 Penalty: 2526.144531
	Iteration 22Q: 3 clusters Score -207943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -207944.968750 Penalty: 2526.144531
	Iteration 23Q: 3 clusters Score -207945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -207945.937500 Penalty: 2526.144531
	Iteration 24Q: 3 clusters Score -207945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -207946.031250 Penalty: 2526.144531
	Iteration 25Q: 3 clusters Score -207946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -207946.031250 Penalty: 2526.144531
	Iteration 26F: 3 clusters Score -207946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Entering Unmasked Estep 
Score: -1089129.500000 Penalty: 1520.714478
	Iteration 0F: 2 clusters Score -1089130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1080931.250000 Penalty: 3041.428955
	Iteration 0F: 3 clusters Score -1080931 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1083612.500000 Penalty: 3041.428955
	Iteration 1F: 3 clusters Score -1083612 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1083859.250000 Penalty: 3041.428955
	Iteration 2F: 3 clusters Score -1083859 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1084034.125000 Penalty: 3041.428955
	Iteration 3Q: 3 clusters Score -1084034 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1084203.625000 Penalty: 3041.428955
	Iteration 4Q: 3 clusters Score -1084204 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1084413.375000 Penalty: 3041.428955
	Iteration 5Q: 3 clusters Score -1084413 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1084664.000000 Penalty: 3041.428955
	Iteration 6Q: 3 clusters Score -1084664 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1084970.000000 Penalty: 3041.428955
	Iteration 7Q: 3 clusters Score -1084970 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1085351.250000 Penalty: 3041.428955
	Iteration 8Q: 3 clusters Score -1085351 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1085797.750000 Penalty: 3041.428955
	Iteration 9F: 3 clusters Score -1085798 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1086272.250000 Penalty: 3041.428955
	Iteration 10F: 3 clusters Score -1086272 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1086672.750000 Penalty: 3041.428955
	Iteration 11F: 3 clusters Score -1086673 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1086918.875000 Penalty: 3041.428955
	Iteration 12Q: 3 clusters Score -1086919 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1087068.000000 Penalty: 3041.428955
	Iteration 13Q: 3 clusters Score -1087068 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1087193.500000 Penalty: 3041.428955
	Iteration 14Q: 3 clusters Score -1087194 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1087293.875000 Penalty: 3041.428955
	Iteration 15Q: 3 clusters Score -1087294 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1087388.125000 Penalty: 3041.428955
	Iteration 16Q: 3 clusters Score -1087388 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1087493.500000 Penalty: 3041.428955
	Iteration 17Q: 3 clusters Score -1087494 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1087571.750000 Penalty: 3041.428955
	Iteration 18Q: 3 clusters Score -1087572 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1087644.625000 Penalty: 3041.428955
	Iteration 19Q: 3 clusters Score -1087645 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1087704.875000 Penalty: 3041.428955
	Iteration 20F: 3 clusters Score -1087705 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1087743.125000 Penalty: 3041.428955
	Iteration 21Q: 3 clusters Score -1087743 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1087779.875000 Penalty: 3041.428955
	Iteration 22Q: 3 clusters Score -1087780 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1087806.250000 Penalty: 3041.428955
	Iteration 23Q: 3 clusters Score -1087806 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1087830.375000 Penalty: 3041.428955
	Iteration 24Q: 3 clusters Score -1087830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1087846.875000 Penalty: 3041.428955
	Iteration 25Q: 3 clusters Score -1087847 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1087867.250000 Penalty: 3041.428955
	Iteration 26Q: 3 clusters Score -1087867 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1087887.375000 Penalty: 3041.428955
	Iteration 27Q: 3 clusters Score -1087887 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1087905.000000 Penalty: 3041.428955
	Iteration 28Q: 3 clusters Score -1087905 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1087914.625000 Penalty: 3041.428955
	Iteration 29Q: 3 clusters Score -1087915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1087921.000000 Penalty: 3041.428955
	Iteration 30Q: 3 clusters Score -1087921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1087932.000000 Penalty: 3041.428955
	Iteration 31Q: 3 clusters Score -1087932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1087943.750000 Penalty: 3041.428955
	Iteration 32Q: 3 clusters Score -1087944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1087950.375000 Penalty: 3041.428955
	Iteration 33Q: 3 clusters Score -1087950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1087955.000000 Penalty: 3041.428955
	Iteration 34Q: 3 clusters Score -1087955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1087960.625000 Penalty: 3041.428955
	Iteration 35Q: 3 clusters Score -1087961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1087967.125000 Penalty: 3041.428955
	Iteration 36Q: 3 clusters Score -1087967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1087972.000000 Penalty: 3041.428955
	Iteration 37Q: 3 clusters Score -1087972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1087981.375000 Penalty: 3041.428955
	Iteration 38Q: 3 clusters Score -1087981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1087989.000000 Penalty: 3041.428955
	Iteration 39Q: 3 clusters Score -1087989 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1087996.375000 Penalty: 3041.428955
	Iteration 40F: 3 clusters Score -1087996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1088003.000000 Penalty: 3041.428955
	Iteration 41Q: 3 clusters Score -1088003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1088006.500000 Penalty: 3041.428955
	Iteration 42Q: 3 clusters Score -1088006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1088014.625000 Penalty: 3041.428955
	Iteration 43Q: 3 clusters Score -1088015 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1088029.125000 Penalty: 3041.428955
	Iteration 44Q: 3 clusters Score -1088029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1088036.000000 Penalty: 3041.428955
	Iteration 45Q: 3 clusters Score -1088036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1088039.625000 Penalty: 3041.428955
	Iteration 46Q: 3 clusters Score -1088040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1088041.875000 Penalty: 3041.428955
	Iteration 47Q: 3 clusters Score -1088042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1088044.875000 Penalty: 3041.428955
	Iteration 48Q: 3 clusters Score -1088045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1088048.250000 Penalty: 3041.428955
	Iteration 49Q: 3 clusters Score -1088048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1088048.125000 Penalty: 3041.428955
	Iteration 50Q: 3 clusters Score -1088048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1088050.375000 Penalty: 3041.428955
	Iteration 51Q: 3 clusters Score -1088050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1088056.625000 Penalty: 3041.428955
	Iteration 52Q: 3 clusters Score -1088057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1088060.625000 Penalty: 3041.428955
	Iteration 53Q: 3 clusters Score -1088061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1088067.250000 Penalty: 3041.428955
	Iteration 54Q: 3 clusters Score -1088067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1088067.375000 Penalty: 3041.428955
	Iteration 55Q: 3 clusters Score -1088067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1088068.875000 Penalty: 3041.428955
	Iteration 56Q: 3 clusters Score -1088069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1088074.500000 Penalty: 3041.428955
	Iteration 57Q: 3 clusters Score -1088074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1088081.125000 Penalty: 3041.428955
	Iteration 58Q: 3 clusters Score -1088081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1088086.500000 Penalty: 3041.428955
	Iteration 59Q: 3 clusters Score -1088086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1088089.500000 Penalty: 3041.428955
	Iteration 60F: 3 clusters Score -1088090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1088092.125000 Penalty: 3041.428955
	Iteration 61Q: 3 clusters Score -1088092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1088094.625000 Penalty: 3041.428955
	Iteration 62Q: 3 clusters Score -1088095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1088095.500000 Penalty: 3041.428955
	Iteration 63Q: 3 clusters Score -1088096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1088099.000000 Penalty: 3041.428955
	Iteration 64Q: 3 clusters Score -1088099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1088101.375000 Penalty: 3041.428955
	Iteration 65Q: 3 clusters Score -1088101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1088104.500000 Penalty: 3041.428955
	Iteration 66Q: 3 clusters Score -1088104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1088104.625000 Penalty: 3041.428955
	Iteration 67Q: 3 clusters Score -1088105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1088107.500000 Penalty: 3041.428955
	Iteration 68Q: 3 clusters Score -1088108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1088109.250000 Penalty: 3041.428955
	Iteration 69Q: 3 clusters Score -1088109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1088111.250000 Penalty: 3041.428955
	Iteration 70Q: 3 clusters Score -1088111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1088115.875000 Penalty: 3041.428955
	Iteration 71Q: 3 clusters Score -1088116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1088119.875000 Penalty: 3041.428955
	Iteration 72Q: 3 clusters Score -1088120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1088124.500000 Penalty: 3041.428955
	Iteration 73Q: 3 clusters Score -1088124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1088128.625000 Penalty: 3041.428955
	Iteration 74Q: 3 clusters Score -1088129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1088130.000000 Penalty: 3041.428955
	Iteration 75Q: 3 clusters Score -1088130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1088133.125000 Penalty: 3041.428955
	Iteration 76Q: 3 clusters Score -1088133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1088133.250000 Penalty: 3041.428955
	Iteration 77Q: 3 clusters Score -1088133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1088132.875000 Penalty: 3041.428955
	Iteration 78Q: 3 clusters Score -1088133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1088132.000000 Penalty: 3041.428955
	Iteration 79Q: 3 clusters Score -1088132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1088133.000000 Penalty: 3041.428955
	Iteration 80F: 3 clusters Score -1088133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1088135.125000 Penalty: 3041.428955
	Iteration 81Q: 3 clusters Score -1088135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1088135.750000 Penalty: 3041.428955
	Iteration 82Q: 3 clusters Score -1088136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1088135.625000 Penalty: 3041.428955
	Iteration 83Q: 3 clusters Score -1088136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1088136.000000 Penalty: 3041.428955
	Iteration 84Q: 3 clusters Score -1088136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1088139.250000 Penalty: 3041.428955
	Iteration 85Q: 3 clusters Score -1088139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1088138.875000 Penalty: 3041.428955
	Iteration 86Q: 3 clusters Score -1088139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1088139.500000 Penalty: 3041.428955
	Iteration 87Q: 3 clusters Score -1088140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1088138.500000 Penalty: 3041.428955
	Iteration 88Q: 3 clusters Score -1088138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1088136.750000 Penalty: 3041.428955
	Iteration 89Q: 3 clusters Score -1088137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1088138.875000 Penalty: 3041.428955
	Iteration 90Q: 3 clusters Score -1088139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1088139.250000 Penalty: 3041.428955
	Iteration 91Q: 3 clusters Score -1088139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1088138.000000 Penalty: 3041.428955
	Iteration 92Q: 3 clusters Score -1088138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1088140.625000 Penalty: 3041.428955
	Iteration 93Q: 3 clusters Score -1088141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1088140.000000 Penalty: 3041.428955
	Iteration 94Q: 3 clusters Score -1088140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1088143.000000 Penalty: 3041.428955
	Iteration 95Q: 3 clusters Score -1088143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1088141.250000 Penalty: 3041.428955
	Iteration 96Q: 3 clusters Score -1088141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1088143.000000 Penalty: 3041.428955
	Iteration 97Q: 3 clusters Score -1088143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1088147.000000 Penalty: 3041.428955
	Iteration 98Q: 3 clusters Score -1088147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1088149.125000 Penalty: 3041.428955
	Iteration 99Q: 3 clusters Score -1088149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1088148.000000 Penalty: 3041.428955
	Iteration 100F: 3 clusters Score -1088148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1088150.500000 Penalty: 3041.428955
	Iteration 101Q: 3 clusters Score -1088150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1088154.875000 Penalty: 3041.428955
	Iteration 102Q: 3 clusters Score -1088155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1088155.750000 Penalty: 3041.428955
	Iteration 103Q: 3 clusters Score -1088156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1088156.625000 Penalty: 3041.428955
	Iteration 104Q: 3 clusters Score -1088157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1088162.125000 Penalty: 3041.428955
	Iteration 105Q: 3 clusters Score -1088162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1088161.625000 Penalty: 3041.428955
	Iteration 106Q: 3 clusters Score -1088162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1088165.000000 Penalty: 3041.428955
	Iteration 107Q: 3 clusters Score -1088165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1088162.500000 Penalty: 3041.428955
	Iteration 108Q: 3 clusters Score -1088162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1088163.250000 Penalty: 3041.428955
	Iteration 109Q: 3 clusters Score -1088163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1088163.625000 Penalty: 3041.428955
	Iteration 110Q: 3 clusters Score -1088164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1088165.250000 Penalty: 3041.428955
	Iteration 111Q: 3 clusters Score -1088165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1088164.375000 Penalty: 3041.428955
	Iteration 112Q: 3 clusters Score -1088164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1088164.375000 Penalty: 3041.428955
	Iteration 113F: 3 clusters Score -1088164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Entering Unmasked Estep 
Score: -3517251.250000 Penalty: 1702.961670
	Iteration 0F: 2 clusters Score -3517251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3493338.500000 Penalty: 3405.923340
	Iteration 0F: 3 clusters Score -3493338 nChanged 16471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3502408.000000 Penalty: 3405.923340
	Iteration 1F: 3 clusters Score -3502408 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3502674.250000 Penalty: 3405.923340
	Iteration 2Q: 3 clusters Score -3502674 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3502955.250000 Penalty: 3405.923340
	Iteration 3Q: 3 clusters Score -3502955 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3503230.750000 Penalty: 3405.923340
	Iteration 4Q: 3 clusters Score -3503231 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3503529.000000 Penalty: 3405.923340
	Iteration 5Q: 3 clusters Score -3503529 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3503886.500000 Penalty: 3405.923340
	Iteration 6Q: 3 clusters Score -3503886 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3504390.000000 Penalty: 3405.923340
	Iteration 7Q: 3 clusters Score -3504390 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3505069.000000 Penalty: 3405.923340
	Iteration 8Q: 3 clusters Score -3505069 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3506018.000000 Penalty: 3405.923340
	Iteration 9Q: 3 clusters Score -3506018 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3507354.000000 Penalty: 3405.923340
	Iteration 10F: 3 clusters Score -3507354 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3509073.000000 Penalty: 3405.923340
	Iteration 11F: 3 clusters Score -3509073 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -3510931.250000 Penalty: 3405.923340
	Iteration 12F: 3 clusters Score -3510931 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -3512532.750000 Penalty: 3405.923340
	Iteration 13F: 3 clusters Score -3512533 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -3513767.500000 Penalty: 3405.923340
	Iteration 14Q: 3 clusters Score -3513768 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -3514610.000000 Penalty: 3405.923340
	Iteration 15Q: 3 clusters Score -3514610 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -3515165.500000 Penalty: 3405.923340
	Iteration 16Q: 3 clusters Score -3515166 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -3515467.250000 Penalty: 3405.923340
	Iteration 17Q: 3 clusters Score -3515467 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -3515607.250000 Penalty: 3405.923340
	Iteration 18Q: 3 clusters Score -3515607 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -3515673.250000 Penalty: 3405.923340
	Iteration 19Q: 3 clusters Score -3515673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -3515702.250000 Penalty: 3405.923340
	Iteration 20F: 3 clusters Score -3515702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -3515721.500000 Penalty: 3405.923340
	Iteration 21Q: 3 clusters Score -3515722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -3515732.250000 Penalty: 3405.923340
	Iteration 22Q: 3 clusters Score -3515732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -3515736.250000 Penalty: 3405.923340
	Iteration 23Q: 3 clusters Score -3515736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -3515739.500000 Penalty: 3405.923340
	Iteration 24Q: 3 clusters Score -3515740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -3515739.000000 Penalty: 3405.923340
	Iteration 25Q: 3 clusters Score -3515739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -3515739.750000 Penalty: 3405.923340
	Iteration 26Q: 3 clusters Score -3515740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -3515741.250000 Penalty: 3405.923340
	Iteration 27Q: 3 clusters Score -3515741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -3515744.750000 Penalty: 3405.923340
	Iteration 28Q: 3 clusters Score -3515745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -3515744.750000 Penalty: 3405.923340
	Iteration 29F: 3 clusters Score -3515745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Entering Unmasked Estep 
Score: -511028.312500 Penalty: 1405.905151
	Iteration 0F: 2 clusters Score -511028.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -506644.906250 Penalty: 2811.810303
	Iteration 0F: 3 clusters Score -506644.9 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -508093.500000 Penalty: 2811.810303
	Iteration 1F: 3 clusters Score -508093.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -508666.187500 Penalty: 2811.810303
	Iteration 2F: 3 clusters Score -508666.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -509130.812500 Penalty: 2811.810303
	Iteration 3F: 3 clusters Score -509130.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -509464.718750 Penalty: 2811.810303
	Iteration 4F: 3 clusters Score -509464.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -509762.187500 Penalty: 2811.810303
	Iteration 5F: 3 clusters Score -509762.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -509962.125000 Penalty: 2811.810303
	Iteration 6Q: 3 clusters Score -509962.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -510117.000000 Penalty: 2811.810303
	Iteration 7Q: 3 clusters Score -510117 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -510209.687500 Penalty: 2811.810303
	Iteration 8Q: 3 clusters Score -510209.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -510254.187500 Penalty: 2811.810303
	Iteration 9Q: 3 clusters Score -510254.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -510286.531250 Penalty: 2811.810303
	Iteration 10Q: 3 clusters Score -510286.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -510320.125000 Penalty: 2811.810303
	Iteration 11Q: 3 clusters Score -510320.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -510344.906250 Penalty: 2811.810303
	Iteration 12Q: 3 clusters Score -510344.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -510366.468750 Penalty: 2811.810303
	Iteration 13Q: 3 clusters Score -510366.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -510384.906250 Penalty: 2811.810303
	Iteration 14Q: 3 clusters Score -510384.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -510401.375000 Penalty: 2811.810303
	Iteration 15Q: 3 clusters Score -510401.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -510417.000000 Penalty: 2811.810303
	Iteration 16Q: 3 clusters Score -510417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -510430.125000 Penalty: 2811.810303
	Iteration 17Q: 3 clusters Score -510430.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -510449.218750 Penalty: 2811.810303
	Iteration 18Q: 3 clusters Score -510449.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -510460.750000 Penalty: 2811.810303
	Iteration 19Q: 3 clusters Score -510460.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -510472.281250 Penalty: 2811.810303
	Iteration 20F: 3 clusters Score -510472.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -510483.937500 Penalty: 2811.810303
	Iteration 21Q: 3 clusters Score -510483.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -510492.218750 Penalty: 2811.810303
	Iteration 22Q: 3 clusters Score -510492.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -510499.781250 Penalty: 2811.810303
	Iteration 23Q: 3 clusters Score -510499.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -510507.000000 Penalty: 2811.810303
	Iteration 24Q: 3 clusters Score -510507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -510515.593750 Penalty: 2811.810303
	Iteration 25Q: 3 clusters Score -510515.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -510528.062500 Penalty: 2811.810303
	Iteration 26Q: 3 clusters Score -510528.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -510539.281250 Penalty: 2811.810303
	Iteration 27Q: 3 clusters Score -510539.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -510550.968750 Penalty: 2811.810303
	Iteration 28Q: 3 clusters Score -510551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -510559.718750 Penalty: 2811.810303
	Iteration 29Q: 3 clusters Score -510559.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -510567.031250 Penalty: 2811.810303
	Iteration 30Q: 3 clusters Score -510567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -510573.843750 Penalty: 2811.810303
	Iteration 31Q: 3 clusters Score -510573.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -510578.343750 Penalty: 2811.810303
	Iteration 32Q: 3 clusters Score -510578.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -510580.156250 Penalty: 2811.810303
	Iteration 33Q: 3 clusters Score -510580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -510580.625000 Penalty: 2811.810303
	Iteration 34Q: 3 clusters Score -510580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -510580.656250 Penalty: 2811.810303
	Iteration 35Q: 3 clusters Score -510580.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -510580.656250 Penalty: 2811.810303
	Iteration 36F: 3 clusters Score -510580.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Entering Unmasked Estep 
Score: -1073156.250000 Penalty: 1514.019043
	Iteration 0F: 2 clusters Score -1073156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1065362.625000 Penalty: 3028.038086
	Iteration 0F: 3 clusters Score -1065363 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1067866.625000 Penalty: 3028.038086
	Iteration 1F: 3 clusters Score -1067867 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1068110.000000 Penalty: 3028.038086
	Iteration 2F: 3 clusters Score -1068110 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1068314.500000 Penalty: 3028.038086
	Iteration 3Q: 3 clusters Score -1068314 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1068467.125000 Penalty: 3028.038086
	Iteration 4Q: 3 clusters Score -1068467 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1068593.625000 Penalty: 3028.038086
	Iteration 5Q: 3 clusters Score -1068594 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1068711.250000 Penalty: 3028.038086
	Iteration 6Q: 3 clusters Score -1068711 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1068837.500000 Penalty: 3028.038086
	Iteration 7Q: 3 clusters Score -1068838 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1068975.750000 Penalty: 3028.038086
	Iteration 8Q: 3 clusters Score -1068976 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1069147.125000 Penalty: 3028.038086
	Iteration 9Q: 3 clusters Score -1069147 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1069342.375000 Penalty: 3028.038086
	Iteration 10Q: 3 clusters Score -1069342 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1069576.375000 Penalty: 3028.038086
	Iteration 11Q: 3 clusters Score -1069576 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1069808.000000 Penalty: 3028.038086
	Iteration 12Q: 3 clusters Score -1069808 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1070013.125000 Penalty: 3028.038086
	Iteration 13Q: 3 clusters Score -1070013 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1070188.125000 Penalty: 3028.038086
	Iteration 14Q: 3 clusters Score -1070188 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1070328.750000 Penalty: 3028.038086
	Iteration 15Q: 3 clusters Score -1070329 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1070446.000000 Penalty: 3028.038086
	Iteration 16Q: 3 clusters Score -1070446 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1070534.000000 Penalty: 3028.038086
	Iteration 17Q: 3 clusters Score -1070534 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1070617.875000 Penalty: 3028.038086
	Iteration 18Q: 3 clusters Score -1070618 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1070718.000000 Penalty: 3028.038086
	Iteration 19Q: 3 clusters Score -1070718 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1070808.625000 Penalty: 3028.038086
	Iteration 20F: 3 clusters Score -1070809 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1070885.750000 Penalty: 3028.038086
	Iteration 21Q: 3 clusters Score -1070886 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1070961.625000 Penalty: 3028.038086
	Iteration 22Q: 3 clusters Score -1070962 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1071046.125000 Penalty: 3028.038086
	Iteration 23Q: 3 clusters Score -1071046 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1071136.500000 Penalty: 3028.038086
	Iteration 24Q: 3 clusters Score -1071136 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1071221.000000 Penalty: 3028.038086
	Iteration 25Q: 3 clusters Score -1071221 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1071308.625000 Penalty: 3028.038086
	Iteration 26Q: 3 clusters Score -1071309 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1071414.875000 Penalty: 3028.038086
	Iteration 27Q: 3 clusters Score -1071415 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1071504.875000 Penalty: 3028.038086
	Iteration 28Q: 3 clusters Score -1071505 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1071583.500000 Penalty: 3028.038086
	Iteration 29Q: 3 clusters Score -1071584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1071650.875000 Penalty: 3028.038086
	Iteration 30Q: 3 clusters Score -1071651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1071705.500000 Penalty: 3028.038086
	Iteration 31Q: 3 clusters Score -1071706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1071740.250000 Penalty: 3028.038086
	Iteration 32Q: 3 clusters Score -1071740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1071768.250000 Penalty: 3028.038086
	Iteration 33Q: 3 clusters Score -1071768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1071795.250000 Penalty: 3028.038086
	Iteration 34Q: 3 clusters Score -1071795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1071822.125000 Penalty: 3028.038086
	Iteration 35Q: 3 clusters Score -1071822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1071841.875000 Penalty: 3028.038086
	Iteration 36Q: 3 clusters Score -1071842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1071857.375000 Penalty: 3028.038086
	Iteration 37Q: 3 clusters Score -1071857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1071872.125000 Penalty: 3028.038086
	Iteration 38Q: 3 clusters Score -1071872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1071884.500000 Penalty: 3028.038086
	Iteration 39Q: 3 clusters Score -1071884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1071897.125000 Penalty: 3028.038086
	Iteration 40F: 3 clusters Score -1071897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1071904.000000 Penalty: 3028.038086
	Iteration 41Q: 3 clusters Score -1071904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1071908.625000 Penalty: 3028.038086
	Iteration 42Q: 3 clusters Score -1071909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1071912.125000 Penalty: 3028.038086
	Iteration 43Q: 3 clusters Score -1071912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1071912.875000 Penalty: 3028.038086
	Iteration 44Q: 3 clusters Score -1071913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1071912.875000 Penalty: 3028.038086
	Iteration 45F: 3 clusters Score -1071913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -219118.156250 Penalty: 1262.524048
	Iteration 0F: 2 clusters Score -219118.2 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 1175 members 
Entering Unmasked Estep 
Score: -216765.734375 Penalty: 2525.048096
	Iteration 0F: 3 clusters Score -216765.7 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -217276.062500 Penalty: 2525.048096
	Iteration 1F: 3 clusters Score -217276.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -217439.093750 Penalty: 2525.048096
	Iteration 2F: 3 clusters Score -217439.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -217619.656250 Penalty: 2525.048096
	Iteration 3F: 3 clusters Score -217619.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -217774.546875 Penalty: 2525.048096
	Iteration 4F: 3 clusters Score -217774.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -217973.312500 Penalty: 2525.048096
	Iteration 5F: 3 clusters Score -217973.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -218177.296875 Penalty: 2525.048096
	Iteration 6F: 3 clusters Score -218177.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -218343.187500 Penalty: 2525.048096
	Iteration 7F: 3 clusters Score -218343.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -218471.984375 Penalty: 2525.048096
	Iteration 8Q: 3 clusters Score -218472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -218545.750000 Penalty: 2525.048096
	Iteration 9Q: 3 clusters Score -218545.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -218582.359375 Penalty: 2525.048096
	Iteration 10Q: 3 clusters Score -218582.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -218599.781250 Penalty: 2525.048096
	Iteration 11Q: 3 clusters Score -218599.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -218610.000000 Penalty: 2525.048096
	Iteration 12Q: 3 clusters Score -218610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -218616.500000 Penalty: 2525.048096
	Iteration 13Q: 3 clusters Score -218616.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -218620.000000 Penalty: 2525.048096
	Iteration 14Q: 3 clusters Score -218620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -218621.390625 Penalty: 2525.048096
	Iteration 15Q: 3 clusters Score -218621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -218622.406250 Penalty: 2525.048096
	Iteration 16Q: 3 clusters Score -218622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -218622.765625 Penalty: 2525.048096
	Iteration 17Q: 3 clusters Score -218622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -218623.640625 Penalty: 2525.048096
	Iteration 18Q: 3 clusters Score -218623.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -218624.140625 Penalty: 2525.048096
	Iteration 19Q: 3 clusters Score -218624.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -218624.484375 Penalty: 2525.048096
	Iteration 20F: 3 clusters Score -218624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -218624.953125 Penalty: 2525.048096
	Iteration 21Q: 3 clusters Score -218625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -218625.781250 Penalty: 2525.048096
	Iteration 22Q: 3 clusters Score -218625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -218625.781250 Penalty: 2525.048096
	Iteration 23F: 3 clusters Score -218625.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Entering Unmasked Estep 
Score: -457976.187500 Penalty: 1397.420410
	Iteration 0F: 2 clusters Score -457976.2 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 2662 members 
Entering Unmasked Estep 
Score: -453790.656250 Penalty: 2794.840820
	Iteration 0F: 3 clusters Score -453790.7 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -455066.468750 Penalty: 2794.840820
	Iteration 1F: 3 clusters Score -455066.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -455282.750000 Penalty: 2794.840820
	Iteration 2F: 3 clusters Score -455282.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -455445.437500 Penalty: 2794.840820
	Iteration 3F: 3 clusters Score -455445.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -455595.468750 Penalty: 2794.840820
	Iteration 4Q: 3 clusters Score -455595.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -455721.062500 Penalty: 2794.840820
	Iteration 5Q: 3 clusters Score -455721.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -455821.343750 Penalty: 2794.840820
	Iteration 6Q: 3 clusters Score -455821.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -455916.531250 Penalty: 2794.840820
	Iteration 7Q: 3 clusters Score -455916.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -455989.312500 Penalty: 2794.840820
	Iteration 8Q: 3 clusters Score -455989.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -456071.562500 Penalty: 2794.840820
	Iteration 9Q: 3 clusters Score -456071.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -456135.187500 Penalty: 2794.840820
	Iteration 10Q: 3 clusters Score -456135.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -456190.531250 Penalty: 2794.840820
	Iteration 11Q: 3 clusters Score -456190.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -456246.750000 Penalty: 2794.840820
	Iteration 12Q: 3 clusters Score -456246.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -456294.468750 Penalty: 2794.840820
	Iteration 13Q: 3 clusters Score -456294.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -456342.218750 Penalty: 2794.840820
	Iteration 14Q: 3 clusters Score -456342.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -456385.437500 Penalty: 2794.840820
	Iteration 15Q: 3 clusters Score -456385.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -456422.843750 Penalty: 2794.840820
	Iteration 16Q: 3 clusters Score -456422.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -456452.687500 Penalty: 2794.840820
	Iteration 17Q: 3 clusters Score -456452.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -456480.187500 Penalty: 2794.840820
	Iteration 18Q: 3 clusters Score -456480.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -456498.812500 Penalty: 2794.840820
	Iteration 19Q: 3 clusters Score -456498.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -456515.937500 Penalty: 2794.840820
	Iteration 20F: 3 clusters Score -456515.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -456537.062500 Penalty: 2794.840820
	Iteration 21Q: 3 clusters Score -456537.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -456560.812500 Penalty: 2794.840820
	Iteration 22Q: 3 clusters Score -456560.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -456574.062500 Penalty: 2794.840820
	Iteration 23Q: 3 clusters Score -456574.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -456586.343750 Penalty: 2794.840820
	Iteration 24Q: 3 clusters Score -456586.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -456597.281250 Penalty: 2794.840820
	Iteration 25Q: 3 clusters Score -456597.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -456610.062500 Penalty: 2794.840820
	Iteration 26Q: 3 clusters Score -456610.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -456628.343750 Penalty: 2794.840820
	Iteration 27Q: 3 clusters Score -456628.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -456645.062500 Penalty: 2794.840820
	Iteration 28Q: 3 clusters Score -456645.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -456671.500000 Penalty: 2794.840820
	Iteration 29Q: 3 clusters Score -456671.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -456696.375000 Penalty: 2794.840820
	Iteration 30Q: 3 clusters Score -456696.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -456717.468750 Penalty: 2794.840820
	Iteration 31Q: 3 clusters Score -456717.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -456733.437500 Penalty: 2794.840820
	Iteration 32Q: 3 clusters Score -456733.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -456747.656250 Penalty: 2794.840820
	Iteration 33Q: 3 clusters Score -456747.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -456764.625000 Penalty: 2794.840820
	Iteration 34Q: 3 clusters Score -456764.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -456780.781250 Penalty: 2794.840820
	Iteration 35Q: 3 clusters Score -456780.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -456798.968750 Penalty: 2794.840820
	Iteration 36Q: 3 clusters Score -456799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -456819.187500 Penalty: 2794.840820
	Iteration 37Q: 3 clusters Score -456819.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -456835.500000 Penalty: 2794.840820
	Iteration 38Q: 3 clusters Score -456835.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -456851.093750 Penalty: 2794.840820
	Iteration 39Q: 3 clusters Score -456851.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -456860.000000 Penalty: 2794.840820
	Iteration 40F: 3 clusters Score -456860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -456870.687500 Penalty: 2794.840820
	Iteration 41Q: 3 clusters Score -456870.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -456879.218750 Penalty: 2794.840820
	Iteration 42Q: 3 clusters Score -456879.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -456882.437500 Penalty: 2794.840820
	Iteration 43Q: 3 clusters Score -456882.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -456887.750000 Penalty: 2794.840820
	Iteration 44Q: 3 clusters Score -456887.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -456892.000000 Penalty: 2794.840820
	Iteration 45Q: 3 clusters Score -456892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -456898.968750 Penalty: 2794.840820
	Iteration 46Q: 3 clusters Score -456899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -456906.343750 Penalty: 2794.840820
	Iteration 47Q: 3 clusters Score -456906.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -456913.093750 Penalty: 2794.840820
	Iteration 48Q: 3 clusters Score -456913.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -456918.125000 Penalty: 2794.840820
	Iteration 49Q: 3 clusters Score -456918.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -456921.468750 Penalty: 2794.840820
	Iteration 50Q: 3 clusters Score -456921.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -456923.687500 Penalty: 2794.840820
	Iteration 51Q: 3 clusters Score -456923.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -456926.781250 Penalty: 2794.840820
	Iteration 52Q: 3 clusters Score -456926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -456929.593750 Penalty: 2794.840820
	Iteration 53Q: 3 clusters Score -456929.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -456931.375000 Penalty: 2794.840820
	Iteration 54Q: 3 clusters Score -456931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -456933.781250 Penalty: 2794.840820
	Iteration 55Q: 3 clusters Score -456933.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -456935.687500 Penalty: 2794.840820
	Iteration 56Q: 3 clusters Score -456935.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -456938.156250 Penalty: 2794.840820
	Iteration 57Q: 3 clusters Score -456938.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -456938.968750 Penalty: 2794.840820
	Iteration 58Q: 3 clusters Score -456939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -456940.343750 Penalty: 2794.840820
	Iteration 59Q: 3 clusters Score -456940.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -456940.218750 Penalty: 2794.840820
	Iteration 60F: 3 clusters Score -456940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -456941.218750 Penalty: 2794.840820
	Iteration 61Q: 3 clusters Score -456941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -456942.375000 Penalty: 2794.840820
	Iteration 62Q: 3 clusters Score -456942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -456943.906250 Penalty: 2794.840820
	Iteration 63Q: 3 clusters Score -456943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -456943.906250 Penalty: 2794.840820
	Iteration 64Q: 3 clusters Score -456943.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -456947.062500 Penalty: 2794.840820
	Iteration 65Q: 3 clusters Score -456947.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -456949.000000 Penalty: 2794.840820
	Iteration 66Q: 3 clusters Score -456949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -456949.906250 Penalty: 2794.840820
	Iteration 67Q: 3 clusters Score -456949.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -456951.031250 Penalty: 2794.840820
	Iteration 68Q: 3 clusters Score -456951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -456951.875000 Penalty: 2794.840820
	Iteration 69Q: 3 clusters Score -456951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -456951.687500 Penalty: 2794.840820
	Iteration 70Q: 3 clusters Score -456951.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -456951.562500 Penalty: 2794.840820
	Iteration 71Q: 3 clusters Score -456951.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -456951.562500 Penalty: 2794.840820
	Iteration 72F: 3 clusters Score -456951.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Entering Unmasked Estep 
Score: -1256800.750000 Penalty: 1546.980835
	Iteration 0F: 2 clusters Score -1256801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1247272.875000 Penalty: 3093.961670
	Iteration 0F: 3 clusters Score -1247273 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1250634.375000 Penalty: 3093.961670
	Iteration 1F: 3 clusters Score -1250634 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1251123.125000 Penalty: 3093.961670
	Iteration 2F: 3 clusters Score -1251123 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1251672.500000 Penalty: 3093.961670
	Iteration 3F: 3 clusters Score -1251672 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1252309.000000 Penalty: 3093.961670
	Iteration 4F: 3 clusters Score -1252309 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1253000.625000 Penalty: 3093.961670
	Iteration 5F: 3 clusters Score -1253001 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1253571.375000 Penalty: 3093.961670
	Iteration 6F: 3 clusters Score -1253571 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1254001.750000 Penalty: 3093.961670
	Iteration 7Q: 3 clusters Score -1254002 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1254394.250000 Penalty: 3093.961670
	Iteration 8Q: 3 clusters Score -1254394 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1254708.250000 Penalty: 3093.961670
	Iteration 9Q: 3 clusters Score -1254708 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1254944.000000 Penalty: 3093.961670
	Iteration 10Q: 3 clusters Score -1254944 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1255121.375000 Penalty: 3093.961670
	Iteration 11Q: 3 clusters Score -1255121 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1255284.000000 Penalty: 3093.961670
	Iteration 12Q: 3 clusters Score -1255284 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1255405.125000 Penalty: 3093.961670
	Iteration 13Q: 3 clusters Score -1255405 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1255483.375000 Penalty: 3093.961670
	Iteration 14Q: 3 clusters Score -1255483 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1255546.625000 Penalty: 3093.961670
	Iteration 15Q: 3 clusters Score -1255547 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1255602.875000 Penalty: 3093.961670
	Iteration 16Q: 3 clusters Score -1255603 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1255643.250000 Penalty: 3093.961670
	Iteration 17Q: 3 clusters Score -1255643 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1255664.750000 Penalty: 3093.961670
	Iteration 18Q: 3 clusters Score -1255665 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1255682.125000 Penalty: 3093.961670
	Iteration 19Q: 3 clusters Score -1255682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1255699.750000 Penalty: 3093.961670
	Iteration 20F: 3 clusters Score -1255700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1255711.625000 Penalty: 3093.961670
	Iteration 21Q: 3 clusters Score -1255712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1255719.750000 Penalty: 3093.961670
	Iteration 22Q: 3 clusters Score -1255720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1255724.750000 Penalty: 3093.961670
	Iteration 23Q: 3 clusters Score -1255725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1255731.375000 Penalty: 3093.961670
	Iteration 24Q: 3 clusters Score -1255731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1255733.875000 Penalty: 3093.961670
	Iteration 25Q: 3 clusters Score -1255734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1255739.750000 Penalty: 3093.961670
	Iteration 26Q: 3 clusters Score -1255740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1255739.000000 Penalty: 3093.961670
	Iteration 27Q: 3 clusters Score -1255739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1255741.500000 Penalty: 3093.961670
	Iteration 28Q: 3 clusters Score -1255742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1255745.125000 Penalty: 3093.961670
	Iteration 29Q: 3 clusters Score -1255745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1255746.625000 Penalty: 3093.961670
	Iteration 30Q: 3 clusters Score -1255747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1255747.250000 Penalty: 3093.961670
	Iteration 31Q: 3 clusters Score -1255747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1255747.250000 Penalty: 3093.961670
	Iteration 32Q: 3 clusters Score -1255747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1255749.875000 Penalty: 3093.961670
	Iteration 33Q: 3 clusters Score -1255750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1255750.250000 Penalty: 3093.961670
	Iteration 34Q: 3 clusters Score -1255750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1255750.250000 Penalty: 3093.961670
	Iteration 35F: 3 clusters Score -1255750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -96267.039062 Penalty: 1128.570801
	Iteration 0F: 2 clusters Score -96267.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -94790.539062 Penalty: 2257.141602
	Iteration 0F: 3 clusters Score -94790.54 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -95032.039062 Penalty: 2257.141602
	Iteration 1F: 3 clusters Score -95032.04 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -95101.804688 Penalty: 2257.141602
	Iteration 2F: 3 clusters Score -95101.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -95153.859375 Penalty: 2257.141602
	Iteration 3Q: 3 clusters Score -95153.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95177.406250 Penalty: 2257.141602
	Iteration 4Q: 3 clusters Score -95177.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95183.140625 Penalty: 2257.141602
	Iteration 5Q: 3 clusters Score -95183.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95188.007812 Penalty: 2257.141602
	Iteration 6Q: 3 clusters Score -95188.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95191.187500 Penalty: 2257.141602
	Iteration 7Q: 3 clusters Score -95191.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95194.750000 Penalty: 2257.141602
	Iteration 8Q: 3 clusters Score -95194.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95197.929688 Penalty: 2257.141602
	Iteration 9Q: 3 clusters Score -95197.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95199.140625 Penalty: 2257.141602
	Iteration 10Q: 3 clusters Score -95199.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95200.414062 Penalty: 2257.141602
	Iteration 11Q: 3 clusters Score -95200.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95201.164062 Penalty: 2257.141602
	Iteration 12Q: 3 clusters Score -95201.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95202.617188 Penalty: 2257.141602
	Iteration 13Q: 3 clusters Score -95202.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95203.867188 Penalty: 2257.141602
	Iteration 14Q: 3 clusters Score -95203.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95205.875000 Penalty: 2257.141602
	Iteration 15Q: 3 clusters Score -95205.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95207.367188 Penalty: 2257.141602
	Iteration 16Q: 3 clusters Score -95207.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95208.500000 Penalty: 2257.141602
	Iteration 17Q: 3 clusters Score -95208.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95213.226562 Penalty: 2257.141602
	Iteration 18Q: 3 clusters Score -95213.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95219.398438 Penalty: 2257.141602
	Iteration 19Q: 3 clusters Score -95219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95220.640625 Penalty: 2257.141602
	Iteration 20F: 3 clusters Score -95220.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95222.101562 Penalty: 2257.141602
	Iteration 21Q: 3 clusters Score -95222.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95222.101562 Penalty: 2257.141602
	Iteration 22F: 3 clusters Score -95222.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -182647.875000 Penalty: 1241.832275
	Iteration 0F: 2 clusters Score -182647.9 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 1015 members 
Entering Unmasked Estep 
Score: -180468.281250 Penalty: 2483.664551
	Iteration 0F: 3 clusters Score -180468.3 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -180936.968750 Penalty: 2483.664551
	Iteration 1F: 3 clusters Score -180937 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -181031.296875 Penalty: 2483.664551
	Iteration 2F: 3 clusters Score -181031.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -181086.140625 Penalty: 2483.664551
	Iteration 3Q: 3 clusters Score -181086.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -181120.812500 Penalty: 2483.664551
	Iteration 4Q: 3 clusters Score -181120.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -181149.500000 Penalty: 2483.664551
	Iteration 5Q: 3 clusters Score -181149.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -181173.218750 Penalty: 2483.664551
	Iteration 6Q: 3 clusters Score -181173.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -181188.546875 Penalty: 2483.664551
	Iteration 7Q: 3 clusters Score -181188.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -181201.312500 Penalty: 2483.664551
	Iteration 8Q: 3 clusters Score -181201.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -181215.218750 Penalty: 2483.664551
	Iteration 9Q: 3 clusters Score -181215.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -181227.078125 Penalty: 2483.664551
	Iteration 10Q: 3 clusters Score -181227.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -181238.000000 Penalty: 2483.664551
	Iteration 11Q: 3 clusters Score -181238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -181245.781250 Penalty: 2483.664551
	Iteration 12Q: 3 clusters Score -181245.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -181251.640625 Penalty: 2483.664551
	Iteration 13Q: 3 clusters Score -181251.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -181259.171875 Penalty: 2483.664551
	Iteration 14Q: 3 clusters Score -181259.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -181265.796875 Penalty: 2483.664551
	Iteration 15Q: 3 clusters Score -181265.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -181271.593750 Penalty: 2483.664551
	Iteration 16Q: 3 clusters Score -181271.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -181275.453125 Penalty: 2483.664551
	Iteration 17Q: 3 clusters Score -181275.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -181281.718750 Penalty: 2483.664551
	Iteration 18Q: 3 clusters Score -181281.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -181290.765625 Penalty: 2483.664551
	Iteration 19Q: 3 clusters Score -181290.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -181299.921875 Penalty: 2483.664551
	Iteration 20F: 3 clusters Score -181299.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -181308.093750 Penalty: 2483.664551
	Iteration 21Q: 3 clusters Score -181308.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -181316.625000 Penalty: 2483.664551
	Iteration 22Q: 3 clusters Score -181316.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -181322.328125 Penalty: 2483.664551
	Iteration 23Q: 3 clusters Score -181322.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -181329.812500 Penalty: 2483.664551
	Iteration 24Q: 3 clusters Score -181329.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -181337.515625 Penalty: 2483.664551
	Iteration 25Q: 3 clusters Score -181337.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -181344.843750 Penalty: 2483.664551
	Iteration 26Q: 3 clusters Score -181344.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -181351.421875 Penalty: 2483.664551
	Iteration 27Q: 3 clusters Score -181351.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -181355.406250 Penalty: 2483.664551
	Iteration 28Q: 3 clusters Score -181355.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -181357.703125 Penalty: 2483.664551
	Iteration 29Q: 3 clusters Score -181357.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -181359.984375 Penalty: 2483.664551
	Iteration 30Q: 3 clusters Score -181360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -181365.953125 Penalty: 2483.664551
	Iteration 31Q: 3 clusters Score -181366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -181374.437500 Penalty: 2483.664551
	Iteration 32Q: 3 clusters Score -181374.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -181380.140625 Penalty: 2483.664551
	Iteration 33Q: 3 clusters Score -181380.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -181384.718750 Penalty: 2483.664551
	Iteration 34Q: 3 clusters Score -181384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -181388.750000 Penalty: 2483.664551
	Iteration 35Q: 3 clusters Score -181388.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -181392.906250 Penalty: 2483.664551
	Iteration 36Q: 3 clusters Score -181392.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -181397.703125 Penalty: 2483.664551
	Iteration 37Q: 3 clusters Score -181397.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -181400.875000 Penalty: 2483.664551
	Iteration 38Q: 3 clusters Score -181400.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -181408.890625 Penalty: 2483.664551
	Iteration 39Q: 3 clusters Score -181408.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -181418.437500 Penalty: 2483.664551
	Iteration 40F: 3 clusters Score -181418.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -181425.375000 Penalty: 2483.664551
	Iteration 41Q: 3 clusters Score -181425.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -181431.468750 Penalty: 2483.664551
	Iteration 42Q: 3 clusters Score -181431.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -181436.890625 Penalty: 2483.664551
	Iteration 43Q: 3 clusters Score -181436.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -181442.812500 Penalty: 2483.664551
	Iteration 44Q: 3 clusters Score -181442.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -181445.343750 Penalty: 2483.664551
	Iteration 45Q: 3 clusters Score -181445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -181447.578125 Penalty: 2483.664551
	Iteration 46Q: 3 clusters Score -181447.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -181450.031250 Penalty: 2483.664551
	Iteration 47Q: 3 clusters Score -181450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -181450.671875 Penalty: 2483.664551
	Iteration 48Q: 3 clusters Score -181450.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -181451.421875 Penalty: 2483.664551
	Iteration 49Q: 3 clusters Score -181451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -181452.593750 Penalty: 2483.664551
	Iteration 50Q: 3 clusters Score -181452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -181452.828125 Penalty: 2483.664551
	Iteration 51Q: 3 clusters Score -181452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -181454.890625 Penalty: 2483.664551
	Iteration 52Q: 3 clusters Score -181454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -181455.703125 Penalty: 2483.664551
	Iteration 53Q: 3 clusters Score -181455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -181456.671875 Penalty: 2483.664551
	Iteration 54Q: 3 clusters Score -181456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -181457.218750 Penalty: 2483.664551
	Iteration 55Q: 3 clusters Score -181457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -181458.031250 Penalty: 2483.664551
	Iteration 56Q: 3 clusters Score -181458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -181458.031250 Penalty: 2483.664551
	Iteration 57F: 3 clusters Score -181458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (85792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85792 members 
Entering Unmasked Estep 
Score: -7871276.500000 Penalty: 1845.948242
	Iteration 0F: 2 clusters Score -7871276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -7813963.500000 Penalty: 3691.896484
	Iteration 0F: 3 clusters Score -7813964 nChanged 40700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -7837063.500000 Penalty: 3691.896484
	Iteration 1F: 3 clusters Score -7837064 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -7837587.500000 Penalty: 3691.896484
	Iteration 2Q: 3 clusters Score -7837588 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -7838254.500000 Penalty: 3691.896484
	Iteration 3Q: 3 clusters Score -7838254 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -7839234.500000 Penalty: 3691.896484
	Iteration 4Q: 3 clusters Score -7839234 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -7840837.500000 Penalty: 3691.896484
	Iteration 5Q: 3 clusters Score -7840838 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -7843377.500000 Penalty: 3691.896484
	Iteration 6F: 3 clusters Score -7843378 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -7847414.500000 Penalty: 3691.896484
	Iteration 7F: 3 clusters Score -7847414 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -7852225.500000 Penalty: 3691.896484
	Iteration 8F: 3 clusters Score -7852226 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -7857170.500000 Penalty: 3691.896484
	Iteration 9F: 3 clusters Score -7857170 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -7861374.000000 Penalty: 3691.896484
	Iteration 10F: 3 clusters Score -7861374 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -7864713.500000 Penalty: 3691.896484
	Iteration 11Q: 3 clusters Score -7864714 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82606 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7866955.000000 Penalty: 3691.896484
	Iteration 12Q: 3 clusters Score -7866955 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84213 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7868294.500000 Penalty: 3691.896484
	Iteration 13Q: 3 clusters Score -7868294 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7868982.500000 Penalty: 3691.896484
	Iteration 14Q: 3 clusters Score -7868982 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7869309.500000 Penalty: 3691.896484
	Iteration 15Q: 3 clusters Score -7869310 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7869461.500000 Penalty: 3691.896484
	Iteration 16Q: 3 clusters Score -7869462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85536 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7869540.000000 Penalty: 3691.896484
	Iteration 17Q: 3 clusters Score -7869540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7869568.500000 Penalty: 3691.896484
	Iteration 18Q: 3 clusters Score -7869568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7869574.500000 Penalty: 3691.896484
	Iteration 19Q: 3 clusters Score -7869574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7869585.000000 Penalty: 3691.896484
	Iteration 20F: 3 clusters Score -7869585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85579 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7869596.000000 Penalty: 3691.896484
	Iteration 21Q: 3 clusters Score -7869596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7869589.500000 Penalty: 3691.896484
	Iteration 22Q: 3 clusters Score -7869590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7869608.000000 Penalty: 3691.896484
	Iteration 23Q: 3 clusters Score -7869608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85592 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7869607.500000 Penalty: 3691.896484
	Iteration 24Q: 3 clusters Score -7869608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7869637.500000 Penalty: 3691.896484
	Iteration 25Q: 3 clusters Score -7869638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7869640.500000 Penalty: 3691.896484
	Iteration 26Q: 3 clusters Score -7869640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7869654.000000 Penalty: 3691.896484
	Iteration 27Q: 3 clusters Score -7869654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7869653.500000 Penalty: 3691.896484
	Iteration 28Q: 3 clusters Score -7869654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7869661.500000 Penalty: 3691.896484
	Iteration 29Q: 3 clusters Score -7869662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7869661.500000 Penalty: 3691.896484
	Iteration 30F: 3 clusters Score -7869662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (212404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212404 members 
Entering Unmasked Estep 
Score: -19417772.000000 Penalty: 1993.264893
	Iteration 0F: 2 clusters Score -1.941777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106474 members 
Mstep: Class 2 contains 105930 members 
Entering Unmasked Estep 
Score: -19277496.000000 Penalty: 3986.529785
	Iteration 0F: 3 clusters Score -1.92775e+07 nChanged 103044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112978 members 
Mstep: Class 2 contains 99426 members 
Entering Unmasked Estep 
Score: -19338188.000000 Penalty: 3986.529785
	Iteration 1F: 3 clusters Score -1.933819e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117021 members 
Mstep: Class 2 contains 95383 members 
Entering Unmasked Estep 
Score: -19340040.000000 Penalty: 3986.529785
	Iteration 2Q: 3 clusters Score -1.934004e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123269 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -19342756.000000 Penalty: 3986.529785
	Iteration 3Q: 3 clusters Score -1.934276e+07 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132733 members 
Mstep: Class 2 contains 79671 members 
Entering Unmasked Estep 
Score: -19348000.000000 Penalty: 3986.529785
	Iteration 4Q: 3 clusters Score -1.9348e+07 nChanged 14216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146457 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -19357302.000000 Penalty: 3986.529785
	Iteration 5F: 3 clusters Score -1.93573e+07 nChanged 17744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -19372158.000000 Penalty: 3986.529785
	Iteration 6F: 3 clusters Score -1.937216e+07 nChanged 18079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182060 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -19389382.000000 Penalty: 3986.529785
	Iteration 7F: 3 clusters Score -1.938938e+07 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195785 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -19402960.000000 Penalty: 3986.529785
	Iteration 8F: 3 clusters Score -1.940296e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203423 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -19410316.000000 Penalty: 3986.529785
	Iteration 9Q: 3 clusters Score -1.941032e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206914 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -19413398.000000 Penalty: 3986.529785
	Iteration 10Q: 3 clusters Score -1.94134e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208567 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -19414760.000000 Penalty: 3986.529785
	Iteration 11Q: 3 clusters Score -1.941476e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209455 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -19415404.000000 Penalty: 3986.529785
	Iteration 12Q: 3 clusters Score -1.94154e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209965 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -19415740.000000 Penalty: 3986.529785
	Iteration 13Q: 3 clusters Score -1.941574e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210263 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -19415944.000000 Penalty: 3986.529785
	Iteration 14Q: 3 clusters Score -1.941594e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210476 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -19416050.000000 Penalty: 3986.529785
	Iteration 15Q: 3 clusters Score -1.941605e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210632 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -19416162.000000 Penalty: 3986.529785
	Iteration 16Q: 3 clusters Score -1.941616e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210716 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -19416232.000000 Penalty: 3986.529785
	Iteration 17Q: 3 clusters Score -1.941623e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210775 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -19416266.000000 Penalty: 3986.529785
	Iteration 18Q: 3 clusters Score -1.941627e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210810 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -19416284.000000 Penalty: 3986.529785
	Iteration 19Q: 3 clusters Score -1.941628e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210846 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19416316.000000 Penalty: 3986.529785
	Iteration 20F: 3 clusters Score -1.941632e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210869 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -19416328.000000 Penalty: 3986.529785
	Iteration 21Q: 3 clusters Score -1.941633e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210908 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -19416350.000000 Penalty: 3986.529785
	Iteration 22Q: 3 clusters Score -1.941635e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210933 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -19416378.000000 Penalty: 3986.529785
	Iteration 23Q: 3 clusters Score -1.941638e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210956 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -19416434.000000 Penalty: 3986.529785
	Iteration 24Q: 3 clusters Score -1.941643e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210973 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -19416466.000000 Penalty: 3986.529785
	Iteration 25Q: 3 clusters Score -1.941647e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210980 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -19416480.000000 Penalty: 3986.529785
	Iteration 26Q: 3 clusters Score -1.941648e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210977 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -19416494.000000 Penalty: 3986.529785
	Iteration 27Q: 3 clusters Score -1.941649e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210980 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -19416496.000000 Penalty: 3986.529785
	Iteration 28Q: 3 clusters Score -1.94165e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210987 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -19416514.000000 Penalty: 3986.529785
	Iteration 29Q: 3 clusters Score -1.941651e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210991 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -19416514.000000 Penalty: 3986.529785
	Iteration 30Q: 3 clusters Score -1.941651e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210992 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -19416542.000000 Penalty: 3986.529785
	Iteration 31Q: 3 clusters Score -1.941654e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210993 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -19416526.000000 Penalty: 3986.529785
	Iteration 32Q: 3 clusters Score -1.941653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211000 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -19416544.000000 Penalty: 3986.529785
	Iteration 33Q: 3 clusters Score -1.941654e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211011 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -19416560.000000 Penalty: 3986.529785
	Iteration 34Q: 3 clusters Score -1.941656e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211020 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -19416574.000000 Penalty: 3986.529785
	Iteration 35Q: 3 clusters Score -1.941657e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211024 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -19416596.000000 Penalty: 3986.529785
	Iteration 36Q: 3 clusters Score -1.94166e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211031 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -19416590.000000 Penalty: 3986.529785
	Iteration 37Q: 3 clusters Score -1.941659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211031 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -19416608.000000 Penalty: 3986.529785
	Iteration 38Q: 3 clusters Score -1.941661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211032 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -19416608.000000 Penalty: 3986.529785
	Iteration 39Q: 3 clusters Score -1.941661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211040 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -19416600.000000 Penalty: 3986.529785
	Iteration 40F: 3 clusters Score -1.94166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211047 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -19416608.000000 Penalty: 3986.529785
	Iteration 41Q: 3 clusters Score -1.941661e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211049 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19416622.000000 Penalty: 3986.529785
	Iteration 42Q: 3 clusters Score -1.941662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211055 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -19416620.000000 Penalty: 3986.529785
	Iteration 43Q: 3 clusters Score -1.941662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211062 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -19416616.000000 Penalty: 3986.529785
	Iteration 44Q: 3 clusters Score -1.941662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211071 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -19416644.000000 Penalty: 3986.529785
	Iteration 45Q: 3 clusters Score -1.941664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211069 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -19416640.000000 Penalty: 3986.529785
	Iteration 46Q: 3 clusters Score -1.941664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211073 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -19416642.000000 Penalty: 3986.529785
	Iteration 47Q: 3 clusters Score -1.941664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211073 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -19416646.000000 Penalty: 3986.529785
	Iteration 48Q: 3 clusters Score -1.941665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211073 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -19416648.000000 Penalty: 3986.529785
	Iteration 49Q: 3 clusters Score -1.941665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211078 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -19416648.000000 Penalty: 3986.529785
	Iteration 50Q: 3 clusters Score -1.941665e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211084 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -19416650.000000 Penalty: 3986.529785
	Iteration 51Q: 3 clusters Score -1.941665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211087 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -19416658.000000 Penalty: 3986.529785
	Iteration 52Q: 3 clusters Score -1.941666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211087 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -19416660.000000 Penalty: 3986.529785
	Iteration 53Q: 3 clusters Score -1.941666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211089 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -19416666.000000 Penalty: 3986.529785
	Iteration 54Q: 3 clusters Score -1.941667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211089 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -19416692.000000 Penalty: 3986.529785
	Iteration 55Q: 3 clusters Score -1.941669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211095 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -19416696.000000 Penalty: 3986.529785
	Iteration 56Q: 3 clusters Score -1.94167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211094 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -19416698.000000 Penalty: 3986.529785
	Iteration 57Q: 3 clusters Score -1.94167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211094 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -19416702.000000 Penalty: 3986.529785
	Iteration 58Q: 3 clusters Score -1.94167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211094 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -19416700.000000 Penalty: 3986.529785
	Iteration 59Q: 3 clusters Score -1.94167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211093 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -19416698.000000 Penalty: 3986.529785
	Iteration 60F: 3 clusters Score -1.94167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211092 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -19416700.000000 Penalty: 3986.529785
	Iteration 61Q: 3 clusters Score -1.94167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211093 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -19416700.000000 Penalty: 3986.529785
	Iteration 62Q: 3 clusters Score -1.94167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211093 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -19416700.000000 Penalty: 3986.529785
	Iteration 63Q: 3 clusters Score -1.94167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211093 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -19416700.000000 Penalty: 3986.529785
	Iteration 64Q: 3 clusters Score -1.94167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211092 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -19416712.000000 Penalty: 3986.529785
	Iteration 65Q: 3 clusters Score -1.941671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211090 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -19416712.000000 Penalty: 3986.529785
	Iteration 66Q: 3 clusters Score -1.941671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211090 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -19416712.000000 Penalty: 3986.529785
	Iteration 67F: 3 clusters Score -1.941671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -398102.625000 Penalty: 1367.499634
	Iteration 0F: 2 clusters Score -398102.6 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 2239 members 
Entering Unmasked Estep 
Score: -394389.375000 Penalty: 2734.999268
	Iteration 0F: 3 clusters Score -394389.4 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -395364.812500 Penalty: 2734.999268
	Iteration 1F: 3 clusters Score -395364.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -395564.968750 Penalty: 2734.999268
	Iteration 2F: 3 clusters Score -395565 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -395687.437500 Penalty: 2734.999268
	Iteration 3F: 3 clusters Score -395687.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -395772.968750 Penalty: 2734.999268
	Iteration 4Q: 3 clusters Score -395773 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -395843.656250 Penalty: 2734.999268
	Iteration 5Q: 3 clusters Score -395843.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -395918.312500 Penalty: 2734.999268
	Iteration 6Q: 3 clusters Score -395918.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -395994.562500 Penalty: 2734.999268
	Iteration 7Q: 3 clusters Score -395994.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -396074.781250 Penalty: 2734.999268
	Iteration 8Q: 3 clusters Score -396074.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -396151.062500 Penalty: 2734.999268
	Iteration 9Q: 3 clusters Score -396151.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -396236.937500 Penalty: 2734.999268
	Iteration 10Q: 3 clusters Score -396236.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -396336.281250 Penalty: 2734.999268
	Iteration 11Q: 3 clusters Score -396336.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -396443.718750 Penalty: 2734.999268
	Iteration 12Q: 3 clusters Score -396443.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -396566.062500 Penalty: 2734.999268
	Iteration 13Q: 3 clusters Score -396566.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -396671.843750 Penalty: 2734.999268
	Iteration 14Q: 3 clusters Score -396671.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -396751.687500 Penalty: 2734.999268
	Iteration 15Q: 3 clusters Score -396751.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -396826.156250 Penalty: 2734.999268
	Iteration 16Q: 3 clusters Score -396826.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -396893.906250 Penalty: 2734.999268
	Iteration 17Q: 3 clusters Score -396893.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -396942.343750 Penalty: 2734.999268
	Iteration 18Q: 3 clusters Score -396942.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -396982.468750 Penalty: 2734.999268
	Iteration 19Q: 3 clusters Score -396982.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -397012.343750 Penalty: 2734.999268
	Iteration 20F: 3 clusters Score -397012.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -397027.687500 Penalty: 2734.999268
	Iteration 21Q: 3 clusters Score -397027.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -397038.500000 Penalty: 2734.999268
	Iteration 22Q: 3 clusters Score -397038.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -397055.031250 Penalty: 2734.999268
	Iteration 23Q: 3 clusters Score -397055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -397066.312500 Penalty: 2734.999268
	Iteration 24Q: 3 clusters Score -397066.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -397070.906250 Penalty: 2734.999268
	Iteration 25Q: 3 clusters Score -397070.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -397072.343750 Penalty: 2734.999268
	Iteration 26Q: 3 clusters Score -397072.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -397075.343750 Penalty: 2734.999268
	Iteration 27Q: 3 clusters Score -397075.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -397077.406250 Penalty: 2734.999268
	Iteration 28Q: 3 clusters Score -397077.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -397077.875000 Penalty: 2734.999268
	Iteration 29Q: 3 clusters Score -397077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -397078.750000 Penalty: 2734.999268
	Iteration 30Q: 3 clusters Score -397078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -397079.250000 Penalty: 2734.999268
	Iteration 31Q: 3 clusters Score -397079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -397079.468750 Penalty: 2734.999268
	Iteration 32Q: 3 clusters Score -397079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -397078.843750 Penalty: 2734.999268
	Iteration 33Q: 3 clusters Score -397078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -397079.781250 Penalty: 2734.999268
	Iteration 34Q: 3 clusters Score -397079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -397080.312500 Penalty: 2734.999268
	Iteration 35Q: 3 clusters Score -397080.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -397080.312500 Penalty: 2734.999268
	Iteration 36F: 3 clusters Score -397080.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -127524.343750 Penalty: 1174.613159
	Iteration 0F: 2 clusters Score -127524.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -125822.726562 Penalty: 2349.226318
	Iteration 0F: 3 clusters Score -125822.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -126124.203125 Penalty: 2349.226318
	Iteration 1F: 3 clusters Score -126124.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -126227.976562 Penalty: 2349.226318
	Iteration 2F: 3 clusters Score -126228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -126264.335938 Penalty: 2349.226318
	Iteration 3Q: 3 clusters Score -126264.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -126289.179688 Penalty: 2349.226318
	Iteration 4Q: 3 clusters Score -126289.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -126304.289062 Penalty: 2349.226318
	Iteration 5Q: 3 clusters Score -126304.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -126316.304688 Penalty: 2349.226318
	Iteration 6Q: 3 clusters Score -126316.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -126328.085938 Penalty: 2349.226318
	Iteration 7Q: 3 clusters Score -126328.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -126337.898438 Penalty: 2349.226318
	Iteration 8Q: 3 clusters Score -126337.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -126344.906250 Penalty: 2349.226318
	Iteration 9Q: 3 clusters Score -126344.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -126350.585938 Penalty: 2349.226318
	Iteration 10Q: 3 clusters Score -126350.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -126354.398438 Penalty: 2349.226318
	Iteration 11Q: 3 clusters Score -126354.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -126356.523438 Penalty: 2349.226318
	Iteration 12Q: 3 clusters Score -126356.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -126358.453125 Penalty: 2349.226318
	Iteration 13Q: 3 clusters Score -126358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -126359.820312 Penalty: 2349.226318
	Iteration 14Q: 3 clusters Score -126359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -126362.515625 Penalty: 2349.226318
	Iteration 15Q: 3 clusters Score -126362.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -126364.304688 Penalty: 2349.226318
	Iteration 16Q: 3 clusters Score -126364.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -126364.304688 Penalty: 2349.226318
	Iteration 17F: 3 clusters Score -126364.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 77030 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 9249 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 3111 members 
Mstep: Class 11 contains 16823 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11594 members 
Mstep: Class 14 contains 35588 members 
Mstep: Class 15 contains 5720 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 13628 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85792 members 
Mstep: Class 23 contains 212404 members 
Mstep: Class 24 contains 4516 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847996.000000 Penalty: 54010.652344
Iteration 119Q: 26 clusters Score -5.3848e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 77027 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 11387 members 
Mstep: Class 7 contains 9242 members 
Mstep: Class 8 contains 4049 members 
Mstep: Class 9 contains 723 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 16806 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11608 members 
Mstep: Class 14 contains 35589 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 11124 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 13697 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85795 members 
Mstep: Class 23 contains 212319 members 
Mstep: Class 24 contains 4527 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847988.000000 Penalty: 54010.652344
Iteration 120F: 26 clusters Score -5.384799e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 77026 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 11400 members 
Mstep: Class 7 contains 9234 members 
Mstep: Class 8 contains 4042 members 
Mstep: Class 9 contains 723 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 16799 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11621 members 
Mstep: Class 14 contains 35594 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5435 members 
Mstep: Class 19 contains 13757 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 85794 members 
Mstep: Class 23 contains 212249 members 
Mstep: Class 24 contains 4541 members 
Mstep: Class 25 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847956.000000 Penalty: 54010.652344
Iteration 121Q: 26 clusters Score -5.384796e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 77023 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 11426 members 
Mstep: Class 7 contains 9229 members 
Mstep: Class 8 contains 4036 members 
Mstep: Class 9 contains 724 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 16779 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11635 members 
Mstep: Class 14 contains 35595 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5439 members 
Mstep: Class 19 contains 13829 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85797 members 
Mstep: Class 23 contains 212166 members 
Mstep: Class 24 contains 4553 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847888.000000 Penalty: 54010.652344
Iteration 122Q: 26 clusters Score -5.384789e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 77021 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 11459 members 
Mstep: Class 7 contains 9227 members 
Mstep: Class 8 contains 4022 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16748 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11644 members 
Mstep: Class 14 contains 35597 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5444 members 
Mstep: Class 19 contains 13906 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85798 members 
Mstep: Class 23 contains 212082 members 
Mstep: Class 24 contains 4571 members 
Mstep: Class 25 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847932.000000 Penalty: 54010.652344
Iteration 123Q: 26 clusters Score -5.384793e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 77017 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1734 members 
Mstep: Class 6 contains 11482 members 
Mstep: Class 7 contains 9223 members 
Mstep: Class 8 contains 4013 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 3111 members 
Mstep: Class 11 contains 16729 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11654 members 
Mstep: Class 14 contains 35601 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 11124 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5441 members 
Mstep: Class 19 contains 13978 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85805 members 
Mstep: Class 23 contains 212004 members 
Mstep: Class 24 contains 4587 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53847912.000000 Penalty: 54010.652344
Iteration 124Q: 26 clusters Score -5.384791e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 77014 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1732 members 
Mstep: Class 6 contains 11512 members 
Mstep: Class 7 contains 9221 members 
Mstep: Class 8 contains 4011 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16707 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5442 members 
Mstep: Class 19 contains 14061 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85806 members 
Mstep: Class 23 contains 211906 members 
Mstep: Class 24 contains 4600 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848000.000000 Penalty: 54010.652344
Iteration 125Q: 26 clusters Score -5.3848e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 77009 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1732 members 
Mstep: Class 6 contains 11532 members 
Mstep: Class 7 contains 9216 members 
Mstep: Class 8 contains 4009 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 16692 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11681 members 
Mstep: Class 14 contains 35604 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5447 members 
Mstep: Class 19 contains 14141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85806 members 
Mstep: Class 23 contains 211819 members 
Mstep: Class 24 contains 4611 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848060.000000 Penalty: 54010.652344
Iteration 126Q: 26 clusters Score -5.384806e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 77006 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1732 members 
Mstep: Class 6 contains 11551 members 
Mstep: Class 7 contains 9214 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 16668 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11695 members 
Mstep: Class 14 contains 35604 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5448 members 
Mstep: Class 19 contains 14240 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85807 members 
Mstep: Class 23 contains 211727 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848104.000000 Penalty: 54010.652344
Iteration 127Q: 26 clusters Score -5.38481e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 77004 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1733 members 
Mstep: Class 6 contains 11588 members 
Mstep: Class 7 contains 9213 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16639 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11706 members 
Mstep: Class 14 contains 35603 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5447 members 
Mstep: Class 19 contains 14346 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85809 members 
Mstep: Class 23 contains 211618 members 
Mstep: Class 24 contains 4634 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848080.000000 Penalty: 54010.652344
Iteration 128Q: 26 clusters Score -5.384808e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 77003 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1733 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 9215 members 
Mstep: Class 8 contains 4003 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16615 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11714 members 
Mstep: Class 14 contains 35602 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5449 members 
Mstep: Class 19 contains 14437 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85817 members 
Mstep: Class 23 contains 211508 members 
Mstep: Class 24 contains 4646 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848120.000000 Penalty: 54010.652344
Iteration 129Q: 26 clusters Score -5.384812e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 77001 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1733 members 
Mstep: Class 6 contains 11655 members 
Mstep: Class 7 contains 9214 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16592 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11715 members 
Mstep: Class 14 contains 35602 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11125 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5451 members 
Mstep: Class 19 contains 14525 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85823 members 
Mstep: Class 23 contains 211413 members 
Mstep: Class 24 contains 4658 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848048.000000 Penalty: 54010.652344
Iteration 130Q: 26 clusters Score -5.384805e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1734 members 
Mstep: Class 6 contains 11684 members 
Mstep: Class 7 contains 9214 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16571 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11719 members 
Mstep: Class 14 contains 35603 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 11125 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5453 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85821 members 
Mstep: Class 23 contains 211342 members 
Mstep: Class 24 contains 4674 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848064.000000 Penalty: 54010.652344
Iteration 131Q: 26 clusters Score -5.384806e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 11702 members 
Mstep: Class 7 contains 9215 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16552 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11727 members 
Mstep: Class 14 contains 35600 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 11124 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5452 members 
Mstep: Class 19 contains 14683 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85828 members 
Mstep: Class 23 contains 211276 members 
Mstep: Class 24 contains 4691 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848108.000000 Penalty: 54010.652344
Iteration 132Q: 26 clusters Score -5.384811e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 77001 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1737 members 
Mstep: Class 6 contains 11725 members 
Mstep: Class 7 contains 9214 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16519 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11735 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5454 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85836 members 
Mstep: Class 23 contains 211201 members 
Mstep: Class 24 contains 4707 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848112.000000 Penalty: 54010.652344
Iteration 133Q: 26 clusters Score -5.384811e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 77002 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1737 members 
Mstep: Class 6 contains 11744 members 
Mstep: Class 7 contains 9213 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16489 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11741 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11125 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5456 members 
Mstep: Class 19 contains 14841 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85839 members 
Mstep: Class 23 contains 211116 members 
Mstep: Class 24 contains 4730 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848140.000000 Penalty: 54010.652344
Iteration 134Q: 26 clusters Score -5.384814e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 77002 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 11767 members 
Mstep: Class 7 contains 9210 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16446 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11744 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11124 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5458 members 
Mstep: Class 19 contains 14926 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 211034 members 
Mstep: Class 24 contains 4749 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848124.000000 Penalty: 54010.652344
Iteration 135Q: 26 clusters Score -5.384812e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 77002 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 11787 members 
Mstep: Class 7 contains 9206 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16421 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11753 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11125 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5459 members 
Mstep: Class 19 contains 14995 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85849 members 
Mstep: Class 23 contains 210939 members 
Mstep: Class 24 contains 4771 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848180.000000 Penalty: 54010.652344
Iteration 136Q: 26 clusters Score -5.384818e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66931 members 
Mstep: Class 2 contains 77001 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 11810 members 
Mstep: Class 7 contains 9199 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16392 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11754 members 
Mstep: Class 14 contains 35600 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11124 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 19 contains 15075 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 85850 members 
Mstep: Class 23 contains 210838 members 
Mstep: Class 24 contains 4799 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848224.000000 Penalty: 54010.652344
Iteration 137Q: 26 clusters Score -5.384822e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 77001 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 11843 members 
Mstep: Class 7 contains 9196 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11760 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11125 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 5468 members 
Mstep: Class 19 contains 15139 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 85851 members 
Mstep: Class 23 contains 210737 members 
Mstep: Class 24 contains 4837 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848272.000000 Penalty: 54010.652344
Iteration 138Q: 26 clusters Score -5.384827e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 77001 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 11888 members 
Mstep: Class 7 contains 9193 members 
Mstep: Class 8 contains 3911 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16327 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11772 members 
Mstep: Class 14 contains 35600 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 5474 members 
Mstep: Class 19 contains 15207 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85854 members 
Mstep: Class 23 contains 210622 members 
Mstep: Class 24 contains 4873 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848312.000000 Penalty: 54010.652344
Iteration 139Q: 26 clusters Score -5.384831e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 77002 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 11925 members 
Mstep: Class 7 contains 9193 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 735 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16299 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11783 members 
Mstep: Class 14 contains 35602 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 5479 members 
Mstep: Class 19 contains 15258 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85857 members 
Mstep: Class 23 contains 210521 members 
Mstep: Class 24 contains 4910 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848344.000000 Penalty: 54010.652344
Iteration 140F: 26 clusters Score -5.384834e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 77002 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 11959 members 
Mstep: Class 7 contains 9192 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 736 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16268 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11797 members 
Mstep: Class 14 contains 35604 members 
Mstep: Class 15 contains 5725 members 
Mstep: Class 16 contains 11128 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 5480 members 
Mstep: Class 19 contains 15321 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85862 members 
Mstep: Class 23 contains 210429 members 
Mstep: Class 24 contains 4943 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848388.000000 Penalty: 54010.652344
Iteration 141Q: 26 clusters Score -5.384839e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 77002 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 11989 members 
Mstep: Class 7 contains 9192 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16237 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 11815 members 
Mstep: Class 14 contains 35603 members 
Mstep: Class 15 contains 5727 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 5485 members 
Mstep: Class 19 contains 15384 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 85870 members 
Mstep: Class 23 contains 210343 members 
Mstep: Class 24 contains 4982 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848452.000000 Penalty: 54010.652344
Iteration 142Q: 26 clusters Score -5.384845e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 77002 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 12037 members 
Mstep: Class 7 contains 9192 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16198 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 11830 members 
Mstep: Class 14 contains 35601 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 5488 members 
Mstep: Class 19 contains 15452 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 22 contains 85873 members 
Mstep: Class 23 contains 210254 members 
Mstep: Class 24 contains 5006 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848476.000000 Penalty: 54010.652344
Iteration 143Q: 26 clusters Score -5.384848e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 77001 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 12087 members 
Mstep: Class 7 contains 9191 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16143 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11844 members 
Mstep: Class 14 contains 35601 members 
Mstep: Class 15 contains 5731 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5492 members 
Mstep: Class 19 contains 15504 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 85872 members 
Mstep: Class 23 contains 210196 members 
Mstep: Class 24 contains 5029 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848484.000000 Penalty: 54010.652344
Iteration 144Q: 26 clusters Score -5.384848e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1737 members 
Mstep: Class 6 contains 12159 members 
Mstep: Class 7 contains 9190 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16088 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11850 members 
Mstep: Class 14 contains 35603 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5497 members 
Mstep: Class 19 contains 15543 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 85869 members 
Mstep: Class 23 contains 210126 members 
Mstep: Class 24 contains 5049 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848496.000000 Penalty: 54010.652344
Iteration 145Q: 26 clusters Score -5.38485e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6687 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1737 members 
Mstep: Class 6 contains 12226 members 
Mstep: Class 7 contains 9188 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 16033 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11867 members 
Mstep: Class 14 contains 35603 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5502 members 
Mstep: Class 19 contains 15574 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 85865 members 
Mstep: Class 23 contains 210060 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848440.000000 Penalty: 54010.652344
Iteration 146Q: 26 clusters Score -5.384844e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 12309 members 
Mstep: Class 7 contains 9187 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 15960 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 11876 members 
Mstep: Class 14 contains 35604 members 
Mstep: Class 15 contains 5727 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5510 members 
Mstep: Class 19 contains 15599 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 85863 members 
Mstep: Class 23 contains 209996 members 
Mstep: Class 24 contains 5100 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848508.000000 Penalty: 54010.652344
Iteration 147Q: 26 clusters Score -5.384851e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 12401 members 
Mstep: Class 7 contains 9186 members 
Mstep: Class 8 contains 3816 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 15881 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 11896 members 
Mstep: Class 14 contains 35604 members 
Mstep: Class 15 contains 5725 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5519 members 
Mstep: Class 19 contains 15617 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 85867 members 
Mstep: Class 23 contains 209916 members 
Mstep: Class 24 contains 5129 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848536.000000 Penalty: 54010.652344
Iteration 148Q: 26 clusters Score -5.384854e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1740 members 
Mstep: Class 6 contains 12497 members 
Mstep: Class 7 contains 9185 members 
Mstep: Class 8 contains 3808 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 15788 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 11917 members 
Mstep: Class 14 contains 35604 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5524 members 
Mstep: Class 19 contains 15635 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85872 members 
Mstep: Class 23 contains 209842 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848616.000000 Penalty: 54010.652344
Iteration 149Q: 26 clusters Score -5.384862e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1740 members 
Mstep: Class 6 contains 12580 members 
Mstep: Class 7 contains 9183 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 15681 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 11939 members 
Mstep: Class 14 contains 35604 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5527 members 
Mstep: Class 19 contains 15666 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 85876 members 
Mstep: Class 23 contains 209777 members 
Mstep: Class 24 contains 5208 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848616.000000 Penalty: 54010.652344
Iteration 150Q: 26 clusters Score -5.384862e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1740 members 
Mstep: Class 6 contains 12686 members 
Mstep: Class 7 contains 9182 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 15579 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 11966 members 
Mstep: Class 14 contains 35604 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5528 members 
Mstep: Class 19 contains 15693 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 85884 members 
Mstep: Class 23 contains 209686 members 
Mstep: Class 24 contains 5254 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848636.000000 Penalty: 54010.652344
Iteration 151Q: 26 clusters Score -5.384864e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1739 members 
Mstep: Class 6 contains 12757 members 
Mstep: Class 7 contains 9183 members 
Mstep: Class 8 contains 3787 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 15523 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 35604 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5536 members 
Mstep: Class 19 contains 15710 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 22 contains 85887 members 
Mstep: Class 23 contains 209598 members 
Mstep: Class 24 contains 5295 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848732.000000 Penalty: 54010.652344
Iteration 152Q: 26 clusters Score -5.384873e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1739 members 
Mstep: Class 6 contains 12829 members 
Mstep: Class 7 contains 9183 members 
Mstep: Class 8 contains 3774 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 15473 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12004 members 
Mstep: Class 14 contains 35603 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5546 members 
Mstep: Class 19 contains 15723 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 22 contains 85889 members 
Mstep: Class 23 contains 209527 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848692.000000 Penalty: 54010.652344
Iteration 153Q: 26 clusters Score -5.384869e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1741 members 
Mstep: Class 6 contains 12896 members 
Mstep: Class 7 contains 9182 members 
Mstep: Class 8 contains 3772 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12017 members 
Mstep: Class 14 contains 35601 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5549 members 
Mstep: Class 19 contains 15744 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 22 contains 85891 members 
Mstep: Class 23 contains 209467 members 
Mstep: Class 24 contains 5363 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848788.000000 Penalty: 54010.652344
Iteration 154Q: 26 clusters Score -5.384879e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1740 members 
Mstep: Class 6 contains 12960 members 
Mstep: Class 7 contains 9181 members 
Mstep: Class 8 contains 3769 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 15325 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12031 members 
Mstep: Class 14 contains 35600 members 
Mstep: Class 15 contains 5725 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5547 members 
Mstep: Class 19 contains 15757 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 22 contains 85895 members 
Mstep: Class 23 contains 209418 members 
Mstep: Class 24 contains 5402 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848792.000000 Penalty: 54010.652344
Iteration 155Q: 26 clusters Score -5.384879e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 13015 members 
Mstep: Class 7 contains 9181 members 
Mstep: Class 8 contains 3767 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 15266 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12043 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5548 members 
Mstep: Class 19 contains 15786 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 22 contains 85906 members 
Mstep: Class 23 contains 209349 members 
Mstep: Class 24 contains 5435 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848736.000000 Penalty: 54010.652344
Iteration 156Q: 26 clusters Score -5.384874e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 13068 members 
Mstep: Class 7 contains 9181 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 15223 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12057 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5725 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5548 members 
Mstep: Class 19 contains 15806 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85908 members 
Mstep: Class 23 contains 209285 members 
Mstep: Class 24 contains 5465 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848816.000000 Penalty: 54010.652344
Iteration 157Q: 26 clusters Score -5.384882e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1733 members 
Mstep: Class 6 contains 13121 members 
Mstep: Class 7 contains 9180 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 15171 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12068 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5725 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5556 members 
Mstep: Class 19 contains 15827 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85904 members 
Mstep: Class 23 contains 209234 members 
Mstep: Class 24 contains 5495 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848816.000000 Penalty: 54010.652344
Iteration 158Q: 26 clusters Score -5.384882e+07 nChanged 232
Entering ConstructFrom: 
Score: -53848816.000000 Penalty: 54010.652344
Entering ConstructFrom: 
Trying to split cluster 1 (66745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Entering Unmasked Estep 
Score: -6066013.000000 Penalty: 1805.153198
	Iteration 0F: 2 clusters Score -6066013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -6021479.500000 Penalty: 3610.306396
	Iteration 0F: 3 clusters Score -6021480 nChanged 31456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -6039463.500000 Penalty: 3610.306396
	Iteration 1F: 3 clusters Score -6039464 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -6040220.000000 Penalty: 3610.306396
	Iteration 2Q: 3 clusters Score -6040220 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -6041444.000000 Penalty: 3610.306396
	Iteration 3Q: 3 clusters Score -6041444 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -6043557.000000 Penalty: 3610.306396
	Iteration 4F: 3 clusters Score -6043557 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -6046894.500000 Penalty: 3610.306396
	Iteration 5F: 3 clusters Score -6046894 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -6051175.500000 Penalty: 3610.306396
	Iteration 6F: 3 clusters Score -6051176 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -6055318.500000 Penalty: 3610.306396
	Iteration 7F: 3 clusters Score -6055318 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -6058543.500000 Penalty: 3610.306396
	Iteration 8F: 3 clusters Score -6058544 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -6060558.500000 Penalty: 3610.306396
	Iteration 9Q: 3 clusters Score -6060558 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -6061621.500000 Penalty: 3610.306396
	Iteration 10Q: 3 clusters Score -6061622 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -6062260.000000 Penalty: 3610.306396
	Iteration 11Q: 3 clusters Score -6062260 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -6062716.000000 Penalty: 3610.306396
	Iteration 12Q: 3 clusters Score -6062716 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -6063093.000000 Penalty: 3610.306396
	Iteration 13Q: 3 clusters Score -6063093 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -6063382.500000 Penalty: 3610.306396
	Iteration 14Q: 3 clusters Score -6063382 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -6063654.500000 Penalty: 3610.306396
	Iteration 15Q: 3 clusters Score -6063654 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -6063863.500000 Penalty: 3610.306396
	Iteration 16Q: 3 clusters Score -6063864 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -6064001.000000 Penalty: 3610.306396
	Iteration 17Q: 3 clusters Score -6064001 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -6064133.000000 Penalty: 3610.306396
	Iteration 18Q: 3 clusters Score -6064133 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -6064236.500000 Penalty: 3610.306396
	Iteration 19Q: 3 clusters Score -6064236 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -6064312.000000 Penalty: 3610.306396
	Iteration 20F: 3 clusters Score -6064312 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -6064411.500000 Penalty: 3610.306396
	Iteration 21Q: 3 clusters Score -6064412 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -6064479.500000 Penalty: 3610.306396
	Iteration 22Q: 3 clusters Score -6064480 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -6064521.500000 Penalty: 3610.306396
	Iteration 23Q: 3 clusters Score -6064522 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -6064608.000000 Penalty: 3610.306396
	Iteration 24Q: 3 clusters Score -6064608 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -6064655.000000 Penalty: 3610.306396
	Iteration 25Q: 3 clusters Score -6064655 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -6064676.500000 Penalty: 3610.306396
	Iteration 26Q: 3 clusters Score -6064676 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -6064713.000000 Penalty: 3610.306396
	Iteration 27Q: 3 clusters Score -6064713 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -6064739.000000 Penalty: 3610.306396
	Iteration 28Q: 3 clusters Score -6064739 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -6064758.000000 Penalty: 3610.306396
	Iteration 29Q: 3 clusters Score -6064758 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -6064771.500000 Penalty: 3610.306396
	Iteration 30Q: 3 clusters Score -6064772 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -6064801.500000 Penalty: 3610.306396
	Iteration 31Q: 3 clusters Score -6064802 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -6064830.500000 Penalty: 3610.306396
	Iteration 32Q: 3 clusters Score -6064830 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6064840.000000 Penalty: 3610.306396
	Iteration 33Q: 3 clusters Score -6064840 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -6064850.000000 Penalty: 3610.306396
	Iteration 34Q: 3 clusters Score -6064850 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6064860.500000 Penalty: 3610.306396
	Iteration 35Q: 3 clusters Score -6064860 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6064879.000000 Penalty: 3610.306396
	Iteration 36Q: 3 clusters Score -6064879 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -6064879.500000 Penalty: 3610.306396
	Iteration 37Q: 3 clusters Score -6064880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -6064875.500000 Penalty: 3610.306396
	Iteration 38Q: 3 clusters Score -6064876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -6064908.000000 Penalty: 3610.306396
	Iteration 39Q: 3 clusters Score -6064908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -6064910.000000 Penalty: 3610.306396
	Iteration 40F: 3 clusters Score -6064910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6064930.000000 Penalty: 3610.306396
	Iteration 41Q: 3 clusters Score -6064930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -6064931.500000 Penalty: 3610.306396
	Iteration 42Q: 3 clusters Score -6064932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -6064932.500000 Penalty: 3610.306396
	Iteration 43Q: 3 clusters Score -6064932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6064925.500000 Penalty: 3610.306396
	Iteration 44Q: 3 clusters Score -6064926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6064930.000000 Penalty: 3610.306396
	Iteration 45Q: 3 clusters Score -6064930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6064946.500000 Penalty: 3610.306396
	Iteration 46Q: 3 clusters Score -6064946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -6064950.000000 Penalty: 3610.306396
	Iteration 47Q: 3 clusters Score -6064950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -6064965.500000 Penalty: 3610.306396
	Iteration 48Q: 3 clusters Score -6064966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6064981.500000 Penalty: 3610.306396
	Iteration 49Q: 3 clusters Score -6064982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -6064986.000000 Penalty: 3610.306396
	Iteration 50Q: 3 clusters Score -6064986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -6064980.500000 Penalty: 3610.306396
	Iteration 51Q: 3 clusters Score -6064980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -6064976.500000 Penalty: 3610.306396
	Iteration 52Q: 3 clusters Score -6064976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -6064985.000000 Penalty: 3610.306396
	Iteration 53Q: 3 clusters Score -6064985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63606 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -6065006.000000 Penalty: 3610.306396
	Iteration 54Q: 3 clusters Score -6065006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6065004.500000 Penalty: 3610.306396
	Iteration 55Q: 3 clusters Score -6065004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -6065018.000000 Penalty: 3610.306396
	Iteration 56Q: 3 clusters Score -6065018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6065021.500000 Penalty: 3610.306396
	Iteration 57Q: 3 clusters Score -6065022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6065025.500000 Penalty: 3610.306396
	Iteration 58Q: 3 clusters Score -6065026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -6065019.000000 Penalty: 3610.306396
	Iteration 59Q: 3 clusters Score -6065019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -6065023.000000 Penalty: 3610.306396
	Iteration 60F: 3 clusters Score -6065023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -6065029.500000 Penalty: 3610.306396
	Iteration 61Q: 3 clusters Score -6065030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6065030.000000 Penalty: 3610.306396
	Iteration 62Q: 3 clusters Score -6065030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6065027.500000 Penalty: 3610.306396
	Iteration 63Q: 3 clusters Score -6065028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6065028.000000 Penalty: 3610.306396
	Iteration 64Q: 3 clusters Score -6065028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -6065021.500000 Penalty: 3610.306396
	Iteration 65Q: 3 clusters Score -6065022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -6065021.000000 Penalty: 3610.306396
	Iteration 66Q: 3 clusters Score -6065021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6065020.500000 Penalty: 3610.306396
	Iteration 67Q: 3 clusters Score -6065020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -6065012.500000 Penalty: 3610.306396
	Iteration 68Q: 3 clusters Score -6065012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -6065007.000000 Penalty: 3610.306396
	Iteration 69Q: 3 clusters Score -6065007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6065013.000000 Penalty: 3610.306396
	Iteration 70Q: 3 clusters Score -6065013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -6065013.000000 Penalty: 3610.306396
	Iteration 71Q: 3 clusters Score -6065013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -6065019.500000 Penalty: 3610.306396
	Iteration 72Q: 3 clusters Score -6065020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -6065025.000000 Penalty: 3610.306396
	Iteration 73Q: 3 clusters Score -6065025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64017 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -6065026.500000 Penalty: 3610.306396
	Iteration 74Q: 3 clusters Score -6065026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -6065020.500000 Penalty: 3610.306396
	Iteration 75Q: 3 clusters Score -6065020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6065021.500000 Penalty: 3610.306396
	Iteration 76Q: 3 clusters Score -6065022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -6065019.000000 Penalty: 3610.306396
	Iteration 77Q: 3 clusters Score -6065019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6065018.500000 Penalty: 3610.306396
	Iteration 78Q: 3 clusters Score -6065018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -6065019.500000 Penalty: 3610.306396
	Iteration 79Q: 3 clusters Score -6065020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -6065021.000000 Penalty: 3610.306396
	Iteration 80F: 3 clusters Score -6065021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6065025.000000 Penalty: 3610.306396
	Iteration 81Q: 3 clusters Score -6065025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6065023.000000 Penalty: 3610.306396
	Iteration 82Q: 3 clusters Score -6065023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6065022.000000 Penalty: 3610.306396
	Iteration 83Q: 3 clusters Score -6065022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6065025.500000 Penalty: 3610.306396
	Iteration 84Q: 3 clusters Score -6065026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6065023.500000 Penalty: 3610.306396
	Iteration 85Q: 3 clusters Score -6065024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6065023.500000 Penalty: 3610.306396
	Iteration 86F: 3 clusters Score -6065024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (77000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Entering Unmasked Estep 
Score: -7614360.500000 Penalty: 1828.378662
	Iteration 0F: 2 clusters Score -7614360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -7563749.500000 Penalty: 3656.757324
	Iteration 0F: 3 clusters Score -7563750 nChanged 36505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -7584557.500000 Penalty: 3656.757324
	Iteration 1F: 3 clusters Score -7584558 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -7585159.000000 Penalty: 3656.757324
	Iteration 2Q: 3 clusters Score -7585159 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -7585799.000000 Penalty: 3656.757324
	Iteration 3Q: 3 clusters Score -7585799 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -7586718.000000 Penalty: 3656.757324
	Iteration 4Q: 3 clusters Score -7586718 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -7588066.000000 Penalty: 3656.757324
	Iteration 5Q: 3 clusters Score -7588066 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -7590109.500000 Penalty: 3656.757324
	Iteration 6F: 3 clusters Score -7590110 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -7593269.500000 Penalty: 3656.757324
	Iteration 7F: 3 clusters Score -7593270 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -7597485.000000 Penalty: 3656.757324
	Iteration 8F: 3 clusters Score -7597485 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60930 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -7601374.500000 Penalty: 3656.757324
	Iteration 9F: 3 clusters Score -7601374 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -7604182.000000 Penalty: 3656.757324
	Iteration 10Q: 3 clusters Score -7604182 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -7605847.000000 Penalty: 3656.757324
	Iteration 11Q: 3 clusters Score -7605847 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -7607006.000000 Penalty: 3656.757324
	Iteration 12Q: 3 clusters Score -7607006 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69601 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -7607967.000000 Penalty: 3656.757324
	Iteration 13Q: 3 clusters Score -7607967 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -7608808.000000 Penalty: 3656.757324
	Iteration 14Q: 3 clusters Score -7608808 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -7609619.000000 Penalty: 3656.757324
	Iteration 15Q: 3 clusters Score -7609619 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73237 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -7610255.000000 Penalty: 3656.757324
	Iteration 16Q: 3 clusters Score -7610255 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7610832.500000 Penalty: 3656.757324
	Iteration 17Q: 3 clusters Score -7610832 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7611351.500000 Penalty: 3656.757324
	Iteration 18Q: 3 clusters Score -7611352 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7611739.000000 Penalty: 3656.757324
	Iteration 19Q: 3 clusters Score -7611739 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7612086.000000 Penalty: 3656.757324
	Iteration 20F: 3 clusters Score -7612086 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7612339.000000 Penalty: 3656.757324
	Iteration 21Q: 3 clusters Score -7612339 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7612509.500000 Penalty: 3656.757324
	Iteration 22Q: 3 clusters Score -7612510 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76545 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7612591.000000 Penalty: 3656.757324
	Iteration 23Q: 3 clusters Score -7612591 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7612656.000000 Penalty: 3656.757324
	Iteration 24Q: 3 clusters Score -7612656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7612670.000000 Penalty: 3656.757324
	Iteration 25Q: 3 clusters Score -7612670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76680 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7612683.000000 Penalty: 3656.757324
	Iteration 26Q: 3 clusters Score -7612683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76696 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7612707.000000 Penalty: 3656.757324
	Iteration 27Q: 3 clusters Score -7612707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76709 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7612721.500000 Penalty: 3656.757324
	Iteration 28Q: 3 clusters Score -7612722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7612728.000000 Penalty: 3656.757324
	Iteration 29Q: 3 clusters Score -7612728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7612736.500000 Penalty: 3656.757324
	Iteration 30Q: 3 clusters Score -7612736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7612742.000000 Penalty: 3656.757324
	Iteration 31Q: 3 clusters Score -7612742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7612743.000000 Penalty: 3656.757324
	Iteration 32Q: 3 clusters Score -7612743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7612747.000000 Penalty: 3656.757324
	Iteration 33Q: 3 clusters Score -7612747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7612744.500000 Penalty: 3656.757324
	Iteration 34Q: 3 clusters Score -7612744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7612744.500000 Penalty: 3656.757324
	Iteration 35F: 3 clusters Score -7612744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Entering Unmasked Estep 
Score: -661201.000000 Penalty: 1431.238525
	Iteration 0F: 2 clusters Score -661201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -656200.625000 Penalty: 2862.477051
	Iteration 0F: 3 clusters Score -656200.6 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -657565.437500 Penalty: 2862.477051
	Iteration 1F: 3 clusters Score -657565.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -657716.625000 Penalty: 2862.477051
	Iteration 2F: 3 clusters Score -657716.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -657826.250000 Penalty: 2862.477051
	Iteration 3Q: 3 clusters Score -657826.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -657919.937500 Penalty: 2862.477051
	Iteration 4Q: 3 clusters Score -657919.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -658003.812500 Penalty: 2862.477051
	Iteration 5Q: 3 clusters Score -658003.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -658089.625000 Penalty: 2862.477051
	Iteration 6Q: 3 clusters Score -658089.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -658177.187500 Penalty: 2862.477051
	Iteration 7Q: 3 clusters Score -658177.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -658296.625000 Penalty: 2862.477051
	Iteration 8Q: 3 clusters Score -658296.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -658418.437500 Penalty: 2862.477051
	Iteration 9Q: 3 clusters Score -658418.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -658580.625000 Penalty: 2862.477051
	Iteration 10Q: 3 clusters Score -658580.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -658775.937500 Penalty: 2862.477051
	Iteration 11Q: 3 clusters Score -658775.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -658977.375000 Penalty: 2862.477051
	Iteration 12Q: 3 clusters Score -658977.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -659177.000000 Penalty: 2862.477051
	Iteration 13Q: 3 clusters Score -659177 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -659371.812500 Penalty: 2862.477051
	Iteration 14Q: 3 clusters Score -659371.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -659528.875000 Penalty: 2862.477051
	Iteration 15Q: 3 clusters Score -659528.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -659651.000000 Penalty: 2862.477051
	Iteration 16Q: 3 clusters Score -659651 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -659771.812500 Penalty: 2862.477051
	Iteration 17Q: 3 clusters Score -659771.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -659834.750000 Penalty: 2862.477051
	Iteration 18Q: 3 clusters Score -659834.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -659888.812500 Penalty: 2862.477051
	Iteration 19Q: 3 clusters Score -659888.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -659934.625000 Penalty: 2862.477051
	Iteration 20F: 3 clusters Score -659934.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -659952.125000 Penalty: 2862.477051
	Iteration 21Q: 3 clusters Score -659952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -659960.437500 Penalty: 2862.477051
	Iteration 22Q: 3 clusters Score -659960.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -659968.562500 Penalty: 2862.477051
	Iteration 23Q: 3 clusters Score -659968.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -659976.750000 Penalty: 2862.477051
	Iteration 24Q: 3 clusters Score -659976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -659983.125000 Penalty: 2862.477051
	Iteration 25Q: 3 clusters Score -659983.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -659994.625000 Penalty: 2862.477051
	Iteration 26Q: 3 clusters Score -659994.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -659999.437500 Penalty: 2862.477051
	Iteration 27Q: 3 clusters Score -659999.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -660005.562500 Penalty: 2862.477051
	Iteration 28Q: 3 clusters Score -660005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -660009.812500 Penalty: 2862.477051
	Iteration 29Q: 3 clusters Score -660009.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -660014.125000 Penalty: 2862.477051
	Iteration 30Q: 3 clusters Score -660014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -660020.000000 Penalty: 2862.477051
	Iteration 31Q: 3 clusters Score -660020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -660021.937500 Penalty: 2862.477051
	Iteration 32Q: 3 clusters Score -660021.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -660021.687500 Penalty: 2862.477051
	Iteration 33Q: 3 clusters Score -660021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -660021.687500 Penalty: 2862.477051
	Iteration 34F: 3 clusters Score -660021.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -108655.414062 Penalty: 1144.229370
	Iteration 0F: 2 clusters Score -108655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -107125.390625 Penalty: 2288.458740
	Iteration 0F: 3 clusters Score -107125.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107386.218750 Penalty: 2288.458740
	Iteration 1F: 3 clusters Score -107386.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -107445.445312 Penalty: 2288.458740
	Iteration 2F: 3 clusters Score -107445.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107470.210938 Penalty: 2288.458740
	Iteration 3Q: 3 clusters Score -107470.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -107497.710938 Penalty: 2288.458740
	Iteration 4Q: 3 clusters Score -107497.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -107519.742188 Penalty: 2288.458740
	Iteration 5Q: 3 clusters Score -107519.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -107532.046875 Penalty: 2288.458740
	Iteration 6Q: 3 clusters Score -107532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -107539.078125 Penalty: 2288.458740
	Iteration 7Q: 3 clusters Score -107539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -107542.554688 Penalty: 2288.458740
	Iteration 8Q: 3 clusters Score -107542.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -107544.882812 Penalty: 2288.458740
	Iteration 9Q: 3 clusters Score -107544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -107547.914062 Penalty: 2288.458740
	Iteration 10Q: 3 clusters Score -107547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -107550.945312 Penalty: 2288.458740
	Iteration 11Q: 3 clusters Score -107550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -107551.148438 Penalty: 2288.458740
	Iteration 12Q: 3 clusters Score -107551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -107551.789062 Penalty: 2288.458740
	Iteration 13Q: 3 clusters Score -107551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -107551.789062 Penalty: 2288.458740
	Iteration 14F: 3 clusters Score -107551.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -139947.390625 Penalty: 1211.861450
	Iteration 0F: 2 clusters Score -139947.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -138092.609375 Penalty: 2423.722900
	Iteration 0F: 3 clusters Score -138092.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -138739.390625 Penalty: 2423.722900
	Iteration 1F: 3 clusters Score -138739.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -139093.718750 Penalty: 2423.722900
	Iteration 2F: 3 clusters Score -139093.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139279.234375 Penalty: 2423.722900
	Iteration 3F: 3 clusters Score -139279.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -139383.984375 Penalty: 2423.722900
	Iteration 4Q: 3 clusters Score -139384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -139443.296875 Penalty: 2423.722900
	Iteration 5Q: 3 clusters Score -139443.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -139469.843750 Penalty: 2423.722900
	Iteration 6Q: 3 clusters Score -139469.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -139481.921875 Penalty: 2423.722900
	Iteration 7Q: 3 clusters Score -139481.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -139488.843750 Penalty: 2423.722900
	Iteration 8Q: 3 clusters Score -139488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -139490.484375 Penalty: 2423.722900
	Iteration 9Q: 3 clusters Score -139490.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -139490.484375 Penalty: 2423.722900
	Iteration 10F: 3 clusters Score -139490.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Entering Unmasked Estep 
Score: -1202590.750000 Penalty: 1541.684692
	Iteration 0F: 2 clusters Score -1202591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1193306.750000 Penalty: 3083.369385
	Iteration 0F: 3 clusters Score -1193307 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1196385.625000 Penalty: 3083.369385
	Iteration 1F: 3 clusters Score -1196386 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1196711.375000 Penalty: 3083.369385
	Iteration 2F: 3 clusters Score -1196711 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1197025.375000 Penalty: 3083.369385
	Iteration 3F: 3 clusters Score -1197025 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1197400.375000 Penalty: 3083.369385
	Iteration 4F: 3 clusters Score -1197400 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1197777.875000 Penalty: 3083.369385
	Iteration 5F: 3 clusters Score -1197778 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1198164.375000 Penalty: 3083.369385
	Iteration 6F: 3 clusters Score -1198164 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1198589.125000 Penalty: 3083.369385
	Iteration 7F: 3 clusters Score -1198589 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1199060.375000 Penalty: 3083.369385
	Iteration 8F: 3 clusters Score -1199060 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1199542.750000 Penalty: 3083.369385
	Iteration 9Q: 3 clusters Score -1199543 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1199950.375000 Penalty: 3083.369385
	Iteration 10Q: 3 clusters Score -1199950 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1200289.250000 Penalty: 3083.369385
	Iteration 11Q: 3 clusters Score -1200289 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1200574.750000 Penalty: 3083.369385
	Iteration 12Q: 3 clusters Score -1200575 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1200765.125000 Penalty: 3083.369385
	Iteration 13Q: 3 clusters Score -1200765 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1200884.750000 Penalty: 3083.369385
	Iteration 14Q: 3 clusters Score -1200885 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1200949.000000 Penalty: 3083.369385
	Iteration 15Q: 3 clusters Score -1200949 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1201008.875000 Penalty: 3083.369385
	Iteration 16Q: 3 clusters Score -1201009 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1201057.000000 Penalty: 3083.369385
	Iteration 17Q: 3 clusters Score -1201057 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1201096.375000 Penalty: 3083.369385
	Iteration 18Q: 3 clusters Score -1201096 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1201113.875000 Penalty: 3083.369385
	Iteration 19Q: 3 clusters Score -1201114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1201134.875000 Penalty: 3083.369385
	Iteration 20F: 3 clusters Score -1201135 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1201150.875000 Penalty: 3083.369385
	Iteration 21Q: 3 clusters Score -1201151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1201164.000000 Penalty: 3083.369385
	Iteration 22Q: 3 clusters Score -1201164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1201174.375000 Penalty: 3083.369385
	Iteration 23Q: 3 clusters Score -1201174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1201182.375000 Penalty: 3083.369385
	Iteration 24Q: 3 clusters Score -1201182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1201191.375000 Penalty: 3083.369385
	Iteration 25Q: 3 clusters Score -1201191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1201196.625000 Penalty: 3083.369385
	Iteration 26Q: 3 clusters Score -1201197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1201201.250000 Penalty: 3083.369385
	Iteration 27Q: 3 clusters Score -1201201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1201210.250000 Penalty: 3083.369385
	Iteration 28Q: 3 clusters Score -1201210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1201214.750000 Penalty: 3083.369385
	Iteration 29Q: 3 clusters Score -1201215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1201230.750000 Penalty: 3083.369385
	Iteration 30Q: 3 clusters Score -1201231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1201238.250000 Penalty: 3083.369385
	Iteration 31Q: 3 clusters Score -1201238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1201246.250000 Penalty: 3083.369385
	Iteration 32Q: 3 clusters Score -1201246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1201253.625000 Penalty: 3083.369385
	Iteration 33Q: 3 clusters Score -1201254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1201256.500000 Penalty: 3083.369385
	Iteration 34Q: 3 clusters Score -1201256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1201260.125000 Penalty: 3083.369385
	Iteration 35Q: 3 clusters Score -1201260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1201265.625000 Penalty: 3083.369385
	Iteration 36Q: 3 clusters Score -1201266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1201272.250000 Penalty: 3083.369385
	Iteration 37Q: 3 clusters Score -1201272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1201276.250000 Penalty: 3083.369385
	Iteration 38Q: 3 clusters Score -1201276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1201280.875000 Penalty: 3083.369385
	Iteration 39Q: 3 clusters Score -1201281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1201287.250000 Penalty: 3083.369385
	Iteration 40F: 3 clusters Score -1201287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1201289.625000 Penalty: 3083.369385
	Iteration 41Q: 3 clusters Score -1201290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1201290.125000 Penalty: 3083.369385
	Iteration 42Q: 3 clusters Score -1201290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1201291.875000 Penalty: 3083.369385
	Iteration 43Q: 3 clusters Score -1201292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1201291.000000 Penalty: 3083.369385
	Iteration 44Q: 3 clusters Score -1201291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1201292.875000 Penalty: 3083.369385
	Iteration 45Q: 3 clusters Score -1201293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1201296.000000 Penalty: 3083.369385
	Iteration 46Q: 3 clusters Score -1201296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1201295.875000 Penalty: 3083.369385
	Iteration 47Q: 3 clusters Score -1201296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1201296.250000 Penalty: 3083.369385
	Iteration 48Q: 3 clusters Score -1201296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1201299.375000 Penalty: 3083.369385
	Iteration 49Q: 3 clusters Score -1201299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1201299.625000 Penalty: 3083.369385
	Iteration 50Q: 3 clusters Score -1201300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1201298.625000 Penalty: 3083.369385
	Iteration 51Q: 3 clusters Score -1201299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1201300.375000 Penalty: 3083.369385
	Iteration 52Q: 3 clusters Score -1201300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1201300.875000 Penalty: 3083.369385
	Iteration 53Q: 3 clusters Score -1201301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1201302.625000 Penalty: 3083.369385
	Iteration 54Q: 3 clusters Score -1201303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1201305.125000 Penalty: 3083.369385
	Iteration 55Q: 3 clusters Score -1201305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1201304.500000 Penalty: 3083.369385
	Iteration 56Q: 3 clusters Score -1201304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1201305.875000 Penalty: 3083.369385
	Iteration 57Q: 3 clusters Score -1201306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1201305.500000 Penalty: 3083.369385
	Iteration 58Q: 3 clusters Score -1201306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1201305.125000 Penalty: 3083.369385
	Iteration 59Q: 3 clusters Score -1201305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1201304.000000 Penalty: 3083.369385
	Iteration 60F: 3 clusters Score -1201304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1201305.000000 Penalty: 3083.369385
	Iteration 61Q: 3 clusters Score -1201305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1201307.250000 Penalty: 3083.369385
	Iteration 62Q: 3 clusters Score -1201307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1201307.000000 Penalty: 3083.369385
	Iteration 63Q: 3 clusters Score -1201307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1201308.125000 Penalty: 3083.369385
	Iteration 64Q: 3 clusters Score -1201308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1201306.500000 Penalty: 3083.369385
	Iteration 65Q: 3 clusters Score -1201306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1201307.875000 Penalty: 3083.369385
	Iteration 66Q: 3 clusters Score -1201308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1201309.375000 Penalty: 3083.369385
	Iteration 67Q: 3 clusters Score -1201309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1201310.250000 Penalty: 3083.369385
	Iteration 68Q: 3 clusters Score -1201310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1201309.875000 Penalty: 3083.369385
	Iteration 69Q: 3 clusters Score -1201310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1201309.875000 Penalty: 3083.369385
	Iteration 70F: 3 clusters Score -1201310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Entering Unmasked Estep 
Score: -856405.500000 Penalty: 1482.777222
	Iteration 0F: 2 clusters Score -856405.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -849791.125000 Penalty: 2965.554443
	Iteration 0F: 3 clusters Score -849791.1 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -851913.437500 Penalty: 2965.554443
	Iteration 1F: 3 clusters Score -851913.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -852123.687500 Penalty: 2965.554443
	Iteration 2F: 3 clusters Score -852123.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -852289.812500 Penalty: 2965.554443
	Iteration 3Q: 3 clusters Score -852289.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -852442.875000 Penalty: 2965.554443
	Iteration 4Q: 3 clusters Score -852442.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -852563.375000 Penalty: 2965.554443
	Iteration 5Q: 3 clusters Score -852563.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -852659.687500 Penalty: 2965.554443
	Iteration 6Q: 3 clusters Score -852659.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -852739.000000 Penalty: 2965.554443
	Iteration 7Q: 3 clusters Score -852739 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -852809.875000 Penalty: 2965.554443
	Iteration 8Q: 3 clusters Score -852809.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -852882.187500 Penalty: 2965.554443
	Iteration 9Q: 3 clusters Score -852882.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -852977.187500 Penalty: 2965.554443
	Iteration 10Q: 3 clusters Score -852977.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -853092.875000 Penalty: 2965.554443
	Iteration 11Q: 3 clusters Score -853092.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -853222.562500 Penalty: 2965.554443
	Iteration 12Q: 3 clusters Score -853222.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -853357.750000 Penalty: 2965.554443
	Iteration 13Q: 3 clusters Score -853357.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -853533.875000 Penalty: 2965.554443
	Iteration 14Q: 3 clusters Score -853533.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -853733.125000 Penalty: 2965.554443
	Iteration 15Q: 3 clusters Score -853733.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -853932.812500 Penalty: 2965.554443
	Iteration 16Q: 3 clusters Score -853932.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -854140.000000 Penalty: 2965.554443
	Iteration 17Q: 3 clusters Score -854140 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -854342.312500 Penalty: 2965.554443
	Iteration 18Q: 3 clusters Score -854342.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -854532.937500 Penalty: 2965.554443
	Iteration 19Q: 3 clusters Score -854532.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -854672.625000 Penalty: 2965.554443
	Iteration 20F: 3 clusters Score -854672.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -854802.875000 Penalty: 2965.554443
	Iteration 21Q: 3 clusters Score -854802.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -854908.000000 Penalty: 2965.554443
	Iteration 22Q: 3 clusters Score -854908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -854972.125000 Penalty: 2965.554443
	Iteration 23Q: 3 clusters Score -854972.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -855012.375000 Penalty: 2965.554443
	Iteration 24Q: 3 clusters Score -855012.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -855037.937500 Penalty: 2965.554443
	Iteration 25Q: 3 clusters Score -855037.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -855055.312500 Penalty: 2965.554443
	Iteration 26Q: 3 clusters Score -855055.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -855071.812500 Penalty: 2965.554443
	Iteration 27Q: 3 clusters Score -855071.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -855084.437500 Penalty: 2965.554443
	Iteration 28Q: 3 clusters Score -855084.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -855093.562500 Penalty: 2965.554443
	Iteration 29Q: 3 clusters Score -855093.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -855098.125000 Penalty: 2965.554443
	Iteration 30Q: 3 clusters Score -855098.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -855104.062500 Penalty: 2965.554443
	Iteration 31Q: 3 clusters Score -855104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -855108.187500 Penalty: 2965.554443
	Iteration 32Q: 3 clusters Score -855108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -855109.687500 Penalty: 2965.554443
	Iteration 33Q: 3 clusters Score -855109.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -855112.937500 Penalty: 2965.554443
	Iteration 34Q: 3 clusters Score -855112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -855113.000000 Penalty: 2965.554443
	Iteration 35Q: 3 clusters Score -855113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -855114.125000 Penalty: 2965.554443
	Iteration 36Q: 3 clusters Score -855114.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -855118.562500 Penalty: 2965.554443
	Iteration 37Q: 3 clusters Score -855118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -855121.187500 Penalty: 2965.554443
	Iteration 38Q: 3 clusters Score -855121.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -855122.812500 Penalty: 2965.554443
	Iteration 39Q: 3 clusters Score -855122.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -855124.125000 Penalty: 2965.554443
	Iteration 40F: 3 clusters Score -855124.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -855128.250000 Penalty: 2965.554443
	Iteration 41Q: 3 clusters Score -855128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -855129.562500 Penalty: 2965.554443
	Iteration 42Q: 3 clusters Score -855129.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -855129.562500 Penalty: 2965.554443
	Iteration 43F: 3 clusters Score -855129.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Entering Unmasked Estep 
Score: -305095.968750 Penalty: 1337.035400
	Iteration 0F: 2 clusters Score -305096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -301939.906250 Penalty: 2674.070801
	Iteration 0F: 3 clusters Score -301939.9 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -302843.250000 Penalty: 2674.070801
	Iteration 1F: 3 clusters Score -302843.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -303061.468750 Penalty: 2674.070801
	Iteration 2F: 3 clusters Score -303061.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -303192.031250 Penalty: 2674.070801
	Iteration 3F: 3 clusters Score -303192 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -303297.250000 Penalty: 2674.070801
	Iteration 4Q: 3 clusters Score -303297.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -303389.187500 Penalty: 2674.070801
	Iteration 5Q: 3 clusters Score -303389.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -303469.093750 Penalty: 2674.070801
	Iteration 6Q: 3 clusters Score -303469.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -303547.656250 Penalty: 2674.070801
	Iteration 7Q: 3 clusters Score -303547.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -303617.531250 Penalty: 2674.070801
	Iteration 8Q: 3 clusters Score -303617.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -303663.906250 Penalty: 2674.070801
	Iteration 9Q: 3 clusters Score -303663.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -303702.562500 Penalty: 2674.070801
	Iteration 10Q: 3 clusters Score -303702.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -303742.906250 Penalty: 2674.070801
	Iteration 11Q: 3 clusters Score -303742.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -303781.000000 Penalty: 2674.070801
	Iteration 12Q: 3 clusters Score -303781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -303807.031250 Penalty: 2674.070801
	Iteration 13Q: 3 clusters Score -303807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -303824.625000 Penalty: 2674.070801
	Iteration 14Q: 3 clusters Score -303824.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -303836.875000 Penalty: 2674.070801
	Iteration 15Q: 3 clusters Score -303836.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -303849.187500 Penalty: 2674.070801
	Iteration 16Q: 3 clusters Score -303849.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -303860.218750 Penalty: 2674.070801
	Iteration 17Q: 3 clusters Score -303860.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -303871.500000 Penalty: 2674.070801
	Iteration 18Q: 3 clusters Score -303871.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -303884.093750 Penalty: 2674.070801
	Iteration 19Q: 3 clusters Score -303884.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -303897.531250 Penalty: 2674.070801
	Iteration 20F: 3 clusters Score -303897.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -303915.437500 Penalty: 2674.070801
	Iteration 21Q: 3 clusters Score -303915.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -303942.406250 Penalty: 2674.070801
	Iteration 22Q: 3 clusters Score -303942.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -303960.437500 Penalty: 2674.070801
	Iteration 23Q: 3 clusters Score -303960.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -303971.187500 Penalty: 2674.070801
	Iteration 24Q: 3 clusters Score -303971.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -303983.562500 Penalty: 2674.070801
	Iteration 25Q: 3 clusters Score -303983.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -303993.062500 Penalty: 2674.070801
	Iteration 26Q: 3 clusters Score -303993.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -303999.187500 Penalty: 2674.070801
	Iteration 27Q: 3 clusters Score -303999.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -304006.250000 Penalty: 2674.070801
	Iteration 28Q: 3 clusters Score -304006.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -304015.843750 Penalty: 2674.070801
	Iteration 29Q: 3 clusters Score -304015.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -304025.656250 Penalty: 2674.070801
	Iteration 30Q: 3 clusters Score -304025.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -304034.968750 Penalty: 2674.070801
	Iteration 31Q: 3 clusters Score -304035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -304040.000000 Penalty: 2674.070801
	Iteration 32Q: 3 clusters Score -304040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -304044.968750 Penalty: 2674.070801
	Iteration 33Q: 3 clusters Score -304045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -304046.906250 Penalty: 2674.070801
	Iteration 34Q: 3 clusters Score -304046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -304048.625000 Penalty: 2674.070801
	Iteration 35Q: 3 clusters Score -304048.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -304048.625000 Penalty: 2674.070801
	Iteration 36F: 3 clusters Score -304048.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -59456.277344 Penalty: 1074.019287
	Iteration 0F: 2 clusters Score -59456.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -58194.785156 Penalty: 2148.038574
	Iteration 0F: 3 clusters Score -58194.79 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58398.843750 Penalty: 2148.038574
	Iteration 1F: 3 clusters Score -58398.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -58456.160156 Penalty: 2148.038574
	Iteration 2F: 3 clusters Score -58456.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -58479.941406 Penalty: 2148.038574
	Iteration 3Q: 3 clusters Score -58479.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -58503.828125 Penalty: 2148.038574
	Iteration 4Q: 3 clusters Score -58503.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -58555.093750 Penalty: 2148.038574
	Iteration 5Q: 3 clusters Score -58555.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -58588.187500 Penalty: 2148.038574
	Iteration 6Q: 3 clusters Score -58588.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -58626.125000 Penalty: 2148.038574
	Iteration 7Q: 3 clusters Score -58626.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -58665.531250 Penalty: 2148.038574
	Iteration 8Q: 3 clusters Score -58665.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -58696.066406 Penalty: 2148.038574
	Iteration 9Q: 3 clusters Score -58696.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -58722.855469 Penalty: 2148.038574
	Iteration 10Q: 3 clusters Score -58722.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -58751.125000 Penalty: 2148.038574
	Iteration 11Q: 3 clusters Score -58751.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -58773.105469 Penalty: 2148.038574
	Iteration 12Q: 3 clusters Score -58773.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -58797.792969 Penalty: 2148.038574
	Iteration 13Q: 3 clusters Score -58797.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -58811.191406 Penalty: 2148.038574
	Iteration 14Q: 3 clusters Score -58811.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -58827.835938 Penalty: 2148.038574
	Iteration 15Q: 3 clusters Score -58827.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -58858.035156 Penalty: 2148.038574
	Iteration 16Q: 3 clusters Score -58858.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -58885.214844 Penalty: 2148.038574
	Iteration 17Q: 3 clusters Score -58885.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -58907.253906 Penalty: 2148.038574
	Iteration 18Q: 3 clusters Score -58907.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -58912.542969 Penalty: 2148.038574
	Iteration 19Q: 3 clusters Score -58912.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -58915.941406 Penalty: 2148.038574
	Iteration 20F: 3 clusters Score -58915.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -58918.824219 Penalty: 2148.038574
	Iteration 21Q: 3 clusters Score -58918.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -58921.375000 Penalty: 2148.038574
	Iteration 22Q: 3 clusters Score -58921.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -58921.375000 Penalty: 2148.038574
	Iteration 23F: 3 clusters Score -58921.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -305034.468750 Penalty: 1307.095215
	Iteration 0F: 2 clusters Score -305034.5 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 1562 members 
Entering Unmasked Estep 
Score: -302258.937500 Penalty: 2614.190430
	Iteration 0F: 3 clusters Score -302258.9 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -302940.187500 Penalty: 2614.190430
	Iteration 1F: 3 clusters Score -302940.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -303064.093750 Penalty: 2614.190430
	Iteration 2F: 3 clusters Score -303064.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -303147.843750 Penalty: 2614.190430
	Iteration 3Q: 3 clusters Score -303147.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -303203.843750 Penalty: 2614.190430
	Iteration 4Q: 3 clusters Score -303203.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -303254.000000 Penalty: 2614.190430
	Iteration 5Q: 3 clusters Score -303254 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -303295.187500 Penalty: 2614.190430
	Iteration 6Q: 3 clusters Score -303295.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -303343.843750 Penalty: 2614.190430
	Iteration 7Q: 3 clusters Score -303343.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -303379.312500 Penalty: 2614.190430
	Iteration 8Q: 3 clusters Score -303379.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -303407.156250 Penalty: 2614.190430
	Iteration 9Q: 3 clusters Score -303407.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -303440.093750 Penalty: 2614.190430
	Iteration 10Q: 3 clusters Score -303440.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -303466.437500 Penalty: 2614.190430
	Iteration 11Q: 3 clusters Score -303466.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -303492.500000 Penalty: 2614.190430
	Iteration 12Q: 3 clusters Score -303492.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -303516.250000 Penalty: 2614.190430
	Iteration 13Q: 3 clusters Score -303516.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -303542.125000 Penalty: 2614.190430
	Iteration 14Q: 3 clusters Score -303542.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -303562.843750 Penalty: 2614.190430
	Iteration 15Q: 3 clusters Score -303562.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -303580.906250 Penalty: 2614.190430
	Iteration 16Q: 3 clusters Score -303580.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -303597.875000 Penalty: 2614.190430
	Iteration 17Q: 3 clusters Score -303597.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -303608.687500 Penalty: 2614.190430
	Iteration 18Q: 3 clusters Score -303608.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -303620.562500 Penalty: 2614.190430
	Iteration 19Q: 3 clusters Score -303620.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -303637.031250 Penalty: 2614.190430
	Iteration 20F: 3 clusters Score -303637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -303658.437500 Penalty: 2614.190430
	Iteration 21Q: 3 clusters Score -303658.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -303677.156250 Penalty: 2614.190430
	Iteration 22Q: 3 clusters Score -303677.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -303692.656250 Penalty: 2614.190430
	Iteration 23Q: 3 clusters Score -303692.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -303704.875000 Penalty: 2614.190430
	Iteration 24Q: 3 clusters Score -303704.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -303714.718750 Penalty: 2614.190430
	Iteration 25Q: 3 clusters Score -303714.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -303727.156250 Penalty: 2614.190430
	Iteration 26Q: 3 clusters Score -303727.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -303740.406250 Penalty: 2614.190430
	Iteration 27Q: 3 clusters Score -303740.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -303753.125000 Penalty: 2614.190430
	Iteration 28Q: 3 clusters Score -303753.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -303768.218750 Penalty: 2614.190430
	Iteration 29Q: 3 clusters Score -303768.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -303782.500000 Penalty: 2614.190430
	Iteration 30Q: 3 clusters Score -303782.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -303801.750000 Penalty: 2614.190430
	Iteration 31Q: 3 clusters Score -303801.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -303818.437500 Penalty: 2614.190430
	Iteration 32Q: 3 clusters Score -303818.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -303834.468750 Penalty: 2614.190430
	Iteration 33Q: 3 clusters Score -303834.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -303843.000000 Penalty: 2614.190430
	Iteration 34Q: 3 clusters Score -303843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -303854.718750 Penalty: 2614.190430
	Iteration 35Q: 3 clusters Score -303854.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -303863.812500 Penalty: 2614.190430
	Iteration 36Q: 3 clusters Score -303863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -303872.468750 Penalty: 2614.190430
	Iteration 37Q: 3 clusters Score -303872.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -303879.468750 Penalty: 2614.190430
	Iteration 38Q: 3 clusters Score -303879.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -303885.125000 Penalty: 2614.190430
	Iteration 39Q: 3 clusters Score -303885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -303887.218750 Penalty: 2614.190430
	Iteration 40F: 3 clusters Score -303887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -303889.781250 Penalty: 2614.190430
	Iteration 41Q: 3 clusters Score -303889.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -303890.500000 Penalty: 2614.190430
	Iteration 42Q: 3 clusters Score -303890.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -303890.500000 Penalty: 2614.190430
	Iteration 43F: 3 clusters Score -303890.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Entering Unmasked Estep 
Score: -1346775.750000 Penalty: 1563.734253
	Iteration 0F: 2 clusters Score -1346776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1336443.875000 Penalty: 3127.468506
	Iteration 0F: 3 clusters Score -1336444 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1340127.375000 Penalty: 3127.468506
	Iteration 1F: 3 clusters Score -1340127 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1340566.875000 Penalty: 3127.468506
	Iteration 2F: 3 clusters Score -1340567 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1340974.375000 Penalty: 3127.468506
	Iteration 3F: 3 clusters Score -1340974 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1341368.000000 Penalty: 3127.468506
	Iteration 4F: 3 clusters Score -1341368 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1341746.625000 Penalty: 3127.468506
	Iteration 5Q: 3 clusters Score -1341747 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1342152.250000 Penalty: 3127.468506
	Iteration 6Q: 3 clusters Score -1342152 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1342575.250000 Penalty: 3127.468506
	Iteration 7Q: 3 clusters Score -1342575 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1343025.125000 Penalty: 3127.468506
	Iteration 8Q: 3 clusters Score -1343025 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1343496.000000 Penalty: 3127.468506
	Iteration 9Q: 3 clusters Score -1343496 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1343901.875000 Penalty: 3127.468506
	Iteration 10Q: 3 clusters Score -1343902 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1344181.750000 Penalty: 3127.468506
	Iteration 11Q: 3 clusters Score -1344182 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1344374.500000 Penalty: 3127.468506
	Iteration 12Q: 3 clusters Score -1344374 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1344539.750000 Penalty: 3127.468506
	Iteration 13Q: 3 clusters Score -1344540 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1344689.375000 Penalty: 3127.468506
	Iteration 14Q: 3 clusters Score -1344689 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1344847.375000 Penalty: 3127.468506
	Iteration 15Q: 3 clusters Score -1344847 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1344946.125000 Penalty: 3127.468506
	Iteration 16Q: 3 clusters Score -1344946 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1345001.250000 Penalty: 3127.468506
	Iteration 17Q: 3 clusters Score -1345001 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1345046.375000 Penalty: 3127.468506
	Iteration 18Q: 3 clusters Score -1345046 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1345079.750000 Penalty: 3127.468506
	Iteration 19Q: 3 clusters Score -1345080 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1345106.250000 Penalty: 3127.468506
	Iteration 20F: 3 clusters Score -1345106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1345117.875000 Penalty: 3127.468506
	Iteration 21Q: 3 clusters Score -1345118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1345121.750000 Penalty: 3127.468506
	Iteration 22Q: 3 clusters Score -1345122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1345129.250000 Penalty: 3127.468506
	Iteration 23Q: 3 clusters Score -1345129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1345136.500000 Penalty: 3127.468506
	Iteration 24Q: 3 clusters Score -1345136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1345145.375000 Penalty: 3127.468506
	Iteration 25Q: 3 clusters Score -1345145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1345147.250000 Penalty: 3127.468506
	Iteration 26Q: 3 clusters Score -1345147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1345153.125000 Penalty: 3127.468506
	Iteration 27Q: 3 clusters Score -1345153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1345155.875000 Penalty: 3127.468506
	Iteration 28Q: 3 clusters Score -1345156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1345157.250000 Penalty: 3127.468506
	Iteration 29Q: 3 clusters Score -1345157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1345155.625000 Penalty: 3127.468506
	Iteration 30Q: 3 clusters Score -1345156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1345152.625000 Penalty: 3127.468506
	Iteration 31Q: 3 clusters Score -1345153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1345152.000000 Penalty: 3127.468506
	Iteration 32Q: 3 clusters Score -1345152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1345159.375000 Penalty: 3127.468506
	Iteration 33Q: 3 clusters Score -1345159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1345161.250000 Penalty: 3127.468506
	Iteration 34Q: 3 clusters Score -1345161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1345157.250000 Penalty: 3127.468506
	Iteration 35Q: 3 clusters Score -1345157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1345159.500000 Penalty: 3127.468506
	Iteration 36Q: 3 clusters Score -1345160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1345159.000000 Penalty: 3127.468506
	Iteration 37Q: 3 clusters Score -1345159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1345161.625000 Penalty: 3127.468506
	Iteration 38Q: 3 clusters Score -1345162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1345158.375000 Penalty: 3127.468506
	Iteration 39Q: 3 clusters Score -1345158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1345157.250000 Penalty: 3127.468506
	Iteration 40F: 3 clusters Score -1345157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1345165.125000 Penalty: 3127.468506
	Iteration 41Q: 3 clusters Score -1345165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1345164.625000 Penalty: 3127.468506
	Iteration 42Q: 3 clusters Score -1345165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1345167.375000 Penalty: 3127.468506
	Iteration 43Q: 3 clusters Score -1345167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1345167.625000 Penalty: 3127.468506
	Iteration 44Q: 3 clusters Score -1345168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1345166.000000 Penalty: 3127.468506
	Iteration 45Q: 3 clusters Score -1345166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1345164.625000 Penalty: 3127.468506
	Iteration 46Q: 3 clusters Score -1345165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1345166.250000 Penalty: 3127.468506
	Iteration 47Q: 3 clusters Score -1345166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1345165.625000 Penalty: 3127.468506
	Iteration 48Q: 3 clusters Score -1345166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1345167.375000 Penalty: 3127.468506
	Iteration 49Q: 3 clusters Score -1345167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1345169.125000 Penalty: 3127.468506
	Iteration 50Q: 3 clusters Score -1345169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1345172.625000 Penalty: 3127.468506
	Iteration 51Q: 3 clusters Score -1345173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1345171.000000 Penalty: 3127.468506
	Iteration 52Q: 3 clusters Score -1345171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1345169.125000 Penalty: 3127.468506
	Iteration 53Q: 3 clusters Score -1345169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1345167.250000 Penalty: 3127.468506
	Iteration 54Q: 3 clusters Score -1345167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1345167.500000 Penalty: 3127.468506
	Iteration 55Q: 3 clusters Score -1345168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1345167.250000 Penalty: 3127.468506
	Iteration 56Q: 3 clusters Score -1345167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1345169.625000 Penalty: 3127.468506
	Iteration 57Q: 3 clusters Score -1345170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1345171.375000 Penalty: 3127.468506
	Iteration 58Q: 3 clusters Score -1345171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1345170.625000 Penalty: 3127.468506
	Iteration 59Q: 3 clusters Score -1345171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1345170.625000 Penalty: 3127.468506
	Iteration 60F: 3 clusters Score -1345171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -208832.578125 Penalty: 1262.798462
	Iteration 0F: 2 clusters Score -208832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -206517.953125 Penalty: 2525.596924
	Iteration 0F: 3 clusters Score -206518 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -207081.140625 Penalty: 2525.596924
	Iteration 1F: 3 clusters Score -207081.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -207205.187500 Penalty: 2525.596924
	Iteration 2F: 3 clusters Score -207205.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -207283.203125 Penalty: 2525.596924
	Iteration 3Q: 3 clusters Score -207283.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -207365.765625 Penalty: 2525.596924
	Iteration 4Q: 3 clusters Score -207365.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -207453.906250 Penalty: 2525.596924
	Iteration 5Q: 3 clusters Score -207453.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -207546.734375 Penalty: 2525.596924
	Iteration 6Q: 3 clusters Score -207546.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -207629.812500 Penalty: 2525.596924
	Iteration 7Q: 3 clusters Score -207629.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -207705.843750 Penalty: 2525.596924
	Iteration 8Q: 3 clusters Score -207705.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -207778.734375 Penalty: 2525.596924
	Iteration 9Q: 3 clusters Score -207778.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -207827.593750 Penalty: 2525.596924
	Iteration 10Q: 3 clusters Score -207827.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -207858.390625 Penalty: 2525.596924
	Iteration 11Q: 3 clusters Score -207858.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -207883.656250 Penalty: 2525.596924
	Iteration 12Q: 3 clusters Score -207883.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -207903.125000 Penalty: 2525.596924
	Iteration 13Q: 3 clusters Score -207903.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -207919.546875 Penalty: 2525.596924
	Iteration 14Q: 3 clusters Score -207919.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -207934.031250 Penalty: 2525.596924
	Iteration 15Q: 3 clusters Score -207934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -207938.562500 Penalty: 2525.596924
	Iteration 16Q: 3 clusters Score -207938.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -207941.562500 Penalty: 2525.596924
	Iteration 17Q: 3 clusters Score -207941.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -207943.953125 Penalty: 2525.596924
	Iteration 18Q: 3 clusters Score -207944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -207948.484375 Penalty: 2525.596924
	Iteration 19Q: 3 clusters Score -207948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -207950.093750 Penalty: 2525.596924
	Iteration 20F: 3 clusters Score -207950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -207952.968750 Penalty: 2525.596924
	Iteration 21Q: 3 clusters Score -207953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -207954.515625 Penalty: 2525.596924
	Iteration 22Q: 3 clusters Score -207954.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -207954.515625 Penalty: 2525.596924
	Iteration 23F: 3 clusters Score -207954.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Entering Unmasked Estep 
Score: -1133869.250000 Penalty: 1527.346924
	Iteration 0F: 2 clusters Score -1133869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1125381.625000 Penalty: 3054.693848
	Iteration 0F: 3 clusters Score -1125382 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1128195.250000 Penalty: 3054.693848
	Iteration 1F: 3 clusters Score -1128195 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1128575.500000 Penalty: 3054.693848
	Iteration 2F: 3 clusters Score -1128576 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1129037.375000 Penalty: 3054.693848
	Iteration 3F: 3 clusters Score -1129037 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1129609.750000 Penalty: 3054.693848
	Iteration 4F: 3 clusters Score -1129610 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1130374.500000 Penalty: 3054.693848
	Iteration 5F: 3 clusters Score -1130374 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1131169.500000 Penalty: 3054.693848
	Iteration 6F: 3 clusters Score -1131170 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1131857.375000 Penalty: 3054.693848
	Iteration 7F: 3 clusters Score -1131857 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1132369.875000 Penalty: 3054.693848
	Iteration 8Q: 3 clusters Score -1132370 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1132663.375000 Penalty: 3054.693848
	Iteration 9Q: 3 clusters Score -1132663 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1132796.125000 Penalty: 3054.693848
	Iteration 10Q: 3 clusters Score -1132796 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1132873.500000 Penalty: 3054.693848
	Iteration 11Q: 3 clusters Score -1132874 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1132906.500000 Penalty: 3054.693848
	Iteration 12Q: 3 clusters Score -1132906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1132930.125000 Penalty: 3054.693848
	Iteration 13Q: 3 clusters Score -1132930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1132947.375000 Penalty: 3054.693848
	Iteration 14Q: 3 clusters Score -1132947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1132954.125000 Penalty: 3054.693848
	Iteration 15Q: 3 clusters Score -1132954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1132965.375000 Penalty: 3054.693848
	Iteration 16Q: 3 clusters Score -1132965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1132974.375000 Penalty: 3054.693848
	Iteration 17Q: 3 clusters Score -1132974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1132975.625000 Penalty: 3054.693848
	Iteration 18Q: 3 clusters Score -1132976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1132980.125000 Penalty: 3054.693848
	Iteration 19Q: 3 clusters Score -1132980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1132986.000000 Penalty: 3054.693848
	Iteration 20F: 3 clusters Score -1132986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1132986.250000 Penalty: 3054.693848
	Iteration 21Q: 3 clusters Score -1132986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1132987.500000 Penalty: 3054.693848
	Iteration 22Q: 3 clusters Score -1132988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1132988.000000 Penalty: 3054.693848
	Iteration 23Q: 3 clusters Score -1132988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1132989.125000 Penalty: 3054.693848
	Iteration 24Q: 3 clusters Score -1132989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1132989.750000 Penalty: 3054.693848
	Iteration 25Q: 3 clusters Score -1132990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1132989.750000 Penalty: 3054.693848
	Iteration 26F: 3 clusters Score -1132990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Entering Unmasked Estep 
Score: -3518217.000000 Penalty: 1703.007202
	Iteration 0F: 2 clusters Score -3518217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -3494422.750000 Penalty: 3406.014404
	Iteration 0F: 3 clusters Score -3494423 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -3503606.500000 Penalty: 3406.014404
	Iteration 1F: 3 clusters Score -3503606 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3504122.250000 Penalty: 3406.014404
	Iteration 2Q: 3 clusters Score -3504122 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3504675.250000 Penalty: 3406.014404
	Iteration 3Q: 3 clusters Score -3504675 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3505260.250000 Penalty: 3406.014404
	Iteration 4Q: 3 clusters Score -3505260 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3506001.000000 Penalty: 3406.014404
	Iteration 5Q: 3 clusters Score -3506001 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3507005.750000 Penalty: 3406.014404
	Iteration 6Q: 3 clusters Score -3507006 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3508271.750000 Penalty: 3406.014404
	Iteration 7F: 3 clusters Score -3508272 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3509684.750000 Penalty: 3406.014404
	Iteration 8F: 3 clusters Score -3509685 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3510960.000000 Penalty: 3406.014404
	Iteration 9F: 3 clusters Score -3510960 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3511770.500000 Penalty: 3406.014404
	Iteration 10Q: 3 clusters Score -3511770 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3512212.500000 Penalty: 3406.014404
	Iteration 11Q: 3 clusters Score -3512212 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3512463.500000 Penalty: 3406.014404
	Iteration 12Q: 3 clusters Score -3512464 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3512655.750000 Penalty: 3406.014404
	Iteration 13Q: 3 clusters Score -3512656 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3512798.000000 Penalty: 3406.014404
	Iteration 14Q: 3 clusters Score -3512798 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3512923.750000 Penalty: 3406.014404
	Iteration 15Q: 3 clusters Score -3512924 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3513031.250000 Penalty: 3406.014404
	Iteration 16Q: 3 clusters Score -3513031 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3513152.750000 Penalty: 3406.014404
	Iteration 17Q: 3 clusters Score -3513153 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3513243.000000 Penalty: 3406.014404
	Iteration 18Q: 3 clusters Score -3513243 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3513363.250000 Penalty: 3406.014404
	Iteration 19Q: 3 clusters Score -3513363 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -3513487.750000 Penalty: 3406.014404
	Iteration 20F: 3 clusters Score -3513488 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -3513595.250000 Penalty: 3406.014404
	Iteration 21Q: 3 clusters Score -3513595 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -3513679.500000 Penalty: 3406.014404
	Iteration 22Q: 3 clusters Score -3513680 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3513753.250000 Penalty: 3406.014404
	Iteration 23Q: 3 clusters Score -3513753 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3513854.250000 Penalty: 3406.014404
	Iteration 24Q: 3 clusters Score -3513854 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -3513955.250000 Penalty: 3406.014404
	Iteration 25Q: 3 clusters Score -3513955 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3514016.250000 Penalty: 3406.014404
	Iteration 26Q: 3 clusters Score -3514016 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -3514066.500000 Penalty: 3406.014404
	Iteration 27Q: 3 clusters Score -3514066 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3514123.500000 Penalty: 3406.014404
	Iteration 28Q: 3 clusters Score -3514124 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3514170.500000 Penalty: 3406.014404
	Iteration 29Q: 3 clusters Score -3514170 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -3514213.250000 Penalty: 3406.014404
	Iteration 30Q: 3 clusters Score -3514213 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3514265.000000 Penalty: 3406.014404
	Iteration 31Q: 3 clusters Score -3514265 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3514311.000000 Penalty: 3406.014404
	Iteration 32Q: 3 clusters Score -3514311 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3514344.000000 Penalty: 3406.014404
	Iteration 33Q: 3 clusters Score -3514344 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3514372.000000 Penalty: 3406.014404
	Iteration 34Q: 3 clusters Score -3514372 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3514407.250000 Penalty: 3406.014404
	Iteration 35Q: 3 clusters Score -3514407 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3514442.250000 Penalty: 3406.014404
	Iteration 36Q: 3 clusters Score -3514442 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -3514475.250000 Penalty: 3406.014404
	Iteration 37Q: 3 clusters Score -3514475 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3514500.250000 Penalty: 3406.014404
	Iteration 38Q: 3 clusters Score -3514500 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3514532.500000 Penalty: 3406.014404
	Iteration 39Q: 3 clusters Score -3514532 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3514545.750000 Penalty: 3406.014404
	Iteration 40F: 3 clusters Score -3514546 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3514564.750000 Penalty: 3406.014404
	Iteration 41Q: 3 clusters Score -3514565 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -3514608.750000 Penalty: 3406.014404
	Iteration 42Q: 3 clusters Score -3514609 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3514639.000000 Penalty: 3406.014404
	Iteration 43Q: 3 clusters Score -3514639 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3514669.250000 Penalty: 3406.014404
	Iteration 44Q: 3 clusters Score -3514669 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -3514718.500000 Penalty: 3406.014404
	Iteration 45Q: 3 clusters Score -3514718 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3514773.750000 Penalty: 3406.014404
	Iteration 46Q: 3 clusters Score -3514774 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3514831.500000 Penalty: 3406.014404
	Iteration 47Q: 3 clusters Score -3514832 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3514912.250000 Penalty: 3406.014404
	Iteration 48Q: 3 clusters Score -3514912 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -3514970.000000 Penalty: 3406.014404
	Iteration 49Q: 3 clusters Score -3514970 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3515017.250000 Penalty: 3406.014404
	Iteration 50Q: 3 clusters Score -3515017 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3515083.250000 Penalty: 3406.014404
	Iteration 51Q: 3 clusters Score -3515083 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3515118.500000 Penalty: 3406.014404
	Iteration 52Q: 3 clusters Score -3515118 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3515163.250000 Penalty: 3406.014404
	Iteration 53Q: 3 clusters Score -3515163 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3515213.250000 Penalty: 3406.014404
	Iteration 54Q: 3 clusters Score -3515213 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3515259.250000 Penalty: 3406.014404
	Iteration 55Q: 3 clusters Score -3515259 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3515296.250000 Penalty: 3406.014404
	Iteration 56Q: 3 clusters Score -3515296 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3515355.500000 Penalty: 3406.014404
	Iteration 57Q: 3 clusters Score -3515356 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3515413.750000 Penalty: 3406.014404
	Iteration 58Q: 3 clusters Score -3515414 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3515465.750000 Penalty: 3406.014404
	Iteration 59Q: 3 clusters Score -3515466 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3515527.000000 Penalty: 3406.014404
	Iteration 60F: 3 clusters Score -3515527 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3515593.500000 Penalty: 3406.014404
	Iteration 61Q: 3 clusters Score -3515594 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3515670.750000 Penalty: 3406.014404
	Iteration 62Q: 3 clusters Score -3515671 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3515762.000000 Penalty: 3406.014404
	Iteration 63Q: 3 clusters Score -3515762 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3515838.000000 Penalty: 3406.014404
	Iteration 64Q: 3 clusters Score -3515838 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3515911.500000 Penalty: 3406.014404
	Iteration 65Q: 3 clusters Score -3515912 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3515978.250000 Penalty: 3406.014404
	Iteration 66Q: 3 clusters Score -3515978 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3516057.000000 Penalty: 3406.014404
	Iteration 67Q: 3 clusters Score -3516057 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3516138.000000 Penalty: 3406.014404
	Iteration 68Q: 3 clusters Score -3516138 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3516212.250000 Penalty: 3406.014404
	Iteration 69Q: 3 clusters Score -3516212 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3516282.250000 Penalty: 3406.014404
	Iteration 70Q: 3 clusters Score -3516282 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3516351.250000 Penalty: 3406.014404
	Iteration 71Q: 3 clusters Score -3516351 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3516420.000000 Penalty: 3406.014404
	Iteration 72Q: 3 clusters Score -3516420 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3516468.250000 Penalty: 3406.014404
	Iteration 73Q: 3 clusters Score -3516468 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3516523.250000 Penalty: 3406.014404
	Iteration 74Q: 3 clusters Score -3516523 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3516565.000000 Penalty: 3406.014404
	Iteration 75Q: 3 clusters Score -3516565 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3516584.250000 Penalty: 3406.014404
	Iteration 76Q: 3 clusters Score -3516584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3516615.000000 Penalty: 3406.014404
	Iteration 77Q: 3 clusters Score -3516615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3516634.500000 Penalty: 3406.014404
	Iteration 78Q: 3 clusters Score -3516634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3516653.250000 Penalty: 3406.014404
	Iteration 79Q: 3 clusters Score -3516653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3516664.750000 Penalty: 3406.014404
	Iteration 80F: 3 clusters Score -3516665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3516670.750000 Penalty: 3406.014404
	Iteration 81Q: 3 clusters Score -3516671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3516685.250000 Penalty: 3406.014404
	Iteration 82Q: 3 clusters Score -3516685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3516708.000000 Penalty: 3406.014404
	Iteration 83Q: 3 clusters Score -3516708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3516716.500000 Penalty: 3406.014404
	Iteration 84Q: 3 clusters Score -3516716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3516722.500000 Penalty: 3406.014404
	Iteration 85Q: 3 clusters Score -3516722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3516723.250000 Penalty: 3406.014404
	Iteration 86Q: 3 clusters Score -3516723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3516725.250000 Penalty: 3406.014404
	Iteration 87Q: 3 clusters Score -3516725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3516740.750000 Penalty: 3406.014404
	Iteration 88Q: 3 clusters Score -3516741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3516741.000000 Penalty: 3406.014404
	Iteration 89Q: 3 clusters Score -3516741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3516742.750000 Penalty: 3406.014404
	Iteration 90Q: 3 clusters Score -3516743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3516746.750000 Penalty: 3406.014404
	Iteration 91Q: 3 clusters Score -3516747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3516749.250000 Penalty: 3406.014404
	Iteration 92Q: 3 clusters Score -3516749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3516752.250000 Penalty: 3406.014404
	Iteration 93Q: 3 clusters Score -3516752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3516756.750000 Penalty: 3406.014404
	Iteration 94Q: 3 clusters Score -3516757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3516754.500000 Penalty: 3406.014404
	Iteration 95Q: 3 clusters Score -3516754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3516753.250000 Penalty: 3406.014404
	Iteration 96Q: 3 clusters Score -3516753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3516754.750000 Penalty: 3406.014404
	Iteration 97Q: 3 clusters Score -3516755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3516755.750000 Penalty: 3406.014404
	Iteration 98Q: 3 clusters Score -3516756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3516755.750000 Penalty: 3406.014404
	Iteration 99F: 3 clusters Score -3516756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Entering Unmasked Estep 
Score: -511330.968750 Penalty: 1406.047119
	Iteration 0F: 2 clusters Score -511331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -506897.593750 Penalty: 2812.094238
	Iteration 0F: 3 clusters Score -506897.6 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -508154.781250 Penalty: 2812.094238
	Iteration 1F: 3 clusters Score -508154.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -508383.093750 Penalty: 2812.094238
	Iteration 2F: 3 clusters Score -508383.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -508630.937500 Penalty: 2812.094238
	Iteration 3F: 3 clusters Score -508630.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -508875.812500 Penalty: 2812.094238
	Iteration 4F: 3 clusters Score -508875.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -509148.125000 Penalty: 2812.094238
	Iteration 5F: 3 clusters Score -509148.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -509466.156250 Penalty: 2812.094238
	Iteration 6F: 3 clusters Score -509466.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -509809.187500 Penalty: 2812.094238
	Iteration 7F: 3 clusters Score -509809.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -510068.156250 Penalty: 2812.094238
	Iteration 8F: 3 clusters Score -510068.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -510270.718750 Penalty: 2812.094238
	Iteration 9Q: 3 clusters Score -510270.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -510410.062500 Penalty: 2812.094238
	Iteration 10Q: 3 clusters Score -510410.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -510498.093750 Penalty: 2812.094238
	Iteration 11Q: 3 clusters Score -510498.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -510543.218750 Penalty: 2812.094238
	Iteration 12Q: 3 clusters Score -510543.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -510579.593750 Penalty: 2812.094238
	Iteration 13Q: 3 clusters Score -510579.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -510609.343750 Penalty: 2812.094238
	Iteration 14Q: 3 clusters Score -510609.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -510632.906250 Penalty: 2812.094238
	Iteration 15Q: 3 clusters Score -510632.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -510652.187500 Penalty: 2812.094238
	Iteration 16Q: 3 clusters Score -510652.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -510673.093750 Penalty: 2812.094238
	Iteration 17Q: 3 clusters Score -510673.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -510687.500000 Penalty: 2812.094238
	Iteration 18Q: 3 clusters Score -510687.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -510703.687500 Penalty: 2812.094238
	Iteration 19Q: 3 clusters Score -510703.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -510712.312500 Penalty: 2812.094238
	Iteration 20F: 3 clusters Score -510712.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -510721.125000 Penalty: 2812.094238
	Iteration 21Q: 3 clusters Score -510721.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -510734.375000 Penalty: 2812.094238
	Iteration 22Q: 3 clusters Score -510734.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -510744.281250 Penalty: 2812.094238
	Iteration 23Q: 3 clusters Score -510744.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -510754.656250 Penalty: 2812.094238
	Iteration 24Q: 3 clusters Score -510754.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -510766.656250 Penalty: 2812.094238
	Iteration 25Q: 3 clusters Score -510766.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -510776.593750 Penalty: 2812.094238
	Iteration 26Q: 3 clusters Score -510776.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -510786.781250 Penalty: 2812.094238
	Iteration 27Q: 3 clusters Score -510786.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -510795.843750 Penalty: 2812.094238
	Iteration 28Q: 3 clusters Score -510795.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -510804.781250 Penalty: 2812.094238
	Iteration 29Q: 3 clusters Score -510804.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -510813.687500 Penalty: 2812.094238
	Iteration 30Q: 3 clusters Score -510813.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -510820.593750 Penalty: 2812.094238
	Iteration 31Q: 3 clusters Score -510820.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -510823.843750 Penalty: 2812.094238
	Iteration 32Q: 3 clusters Score -510823.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -510827.468750 Penalty: 2812.094238
	Iteration 33Q: 3 clusters Score -510827.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -510831.125000 Penalty: 2812.094238
	Iteration 34Q: 3 clusters Score -510831.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -510836.656250 Penalty: 2812.094238
	Iteration 35Q: 3 clusters Score -510836.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -510841.281250 Penalty: 2812.094238
	Iteration 36Q: 3 clusters Score -510841.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -510845.593750 Penalty: 2812.094238
	Iteration 37Q: 3 clusters Score -510845.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -510848.937500 Penalty: 2812.094238
	Iteration 38Q: 3 clusters Score -510848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -510852.125000 Penalty: 2812.094238
	Iteration 39Q: 3 clusters Score -510852.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -510854.531250 Penalty: 2812.094238
	Iteration 40F: 3 clusters Score -510854.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -510859.750000 Penalty: 2812.094238
	Iteration 41Q: 3 clusters Score -510859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -510862.593750 Penalty: 2812.094238
	Iteration 42Q: 3 clusters Score -510862.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -510867.343750 Penalty: 2812.094238
	Iteration 43Q: 3 clusters Score -510867.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -510871.812500 Penalty: 2812.094238
	Iteration 44Q: 3 clusters Score -510871.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -510874.437500 Penalty: 2812.094238
	Iteration 45Q: 3 clusters Score -510874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -510875.281250 Penalty: 2812.094238
	Iteration 46Q: 3 clusters Score -510875.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -510875.281250 Penalty: 2812.094238
	Iteration 47F: 3 clusters Score -510875.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Entering Unmasked Estep 
Score: -1072886.125000 Penalty: 1513.975220
	Iteration 0F: 2 clusters Score -1072886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1065067.750000 Penalty: 3027.950439
	Iteration 0F: 3 clusters Score -1065068 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1067701.000000 Penalty: 3027.950439
	Iteration 1F: 3 clusters Score -1067701 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1067983.375000 Penalty: 3027.950439
	Iteration 2F: 3 clusters Score -1067983 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1068252.250000 Penalty: 3027.950439
	Iteration 3F: 3 clusters Score -1068252 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1068532.750000 Penalty: 3027.950439
	Iteration 4F: 3 clusters Score -1068533 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1068836.125000 Penalty: 3027.950439
	Iteration 5Q: 3 clusters Score -1068836 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1069227.875000 Penalty: 3027.950439
	Iteration 6F: 3 clusters Score -1069228 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1069696.125000 Penalty: 3027.950439
	Iteration 7F: 3 clusters Score -1069696 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1070205.625000 Penalty: 3027.950439
	Iteration 8F: 3 clusters Score -1070206 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1070664.500000 Penalty: 3027.950439
	Iteration 9Q: 3 clusters Score -1070664 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1071010.625000 Penalty: 3027.950439
	Iteration 10Q: 3 clusters Score -1071011 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1071234.500000 Penalty: 3027.950439
	Iteration 11Q: 3 clusters Score -1071234 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1071374.000000 Penalty: 3027.950439
	Iteration 12Q: 3 clusters Score -1071374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1071460.500000 Penalty: 3027.950439
	Iteration 13Q: 3 clusters Score -1071460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1071507.250000 Penalty: 3027.950439
	Iteration 14Q: 3 clusters Score -1071507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1071537.250000 Penalty: 3027.950439
	Iteration 15Q: 3 clusters Score -1071537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1071557.875000 Penalty: 3027.950439
	Iteration 16Q: 3 clusters Score -1071558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1071578.000000 Penalty: 3027.950439
	Iteration 17Q: 3 clusters Score -1071578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1071596.750000 Penalty: 3027.950439
	Iteration 18Q: 3 clusters Score -1071597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1071608.875000 Penalty: 3027.950439
	Iteration 19Q: 3 clusters Score -1071609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1071611.125000 Penalty: 3027.950439
	Iteration 20F: 3 clusters Score -1071611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1071614.375000 Penalty: 3027.950439
	Iteration 21Q: 3 clusters Score -1071614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1071614.000000 Penalty: 3027.950439
	Iteration 22Q: 3 clusters Score -1071614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1071614.000000 Penalty: 3027.950439
	Iteration 23F: 3 clusters Score -1071614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -218830.156250 Penalty: 1262.317871
	Iteration 0F: 2 clusters Score -218830.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -216472.093750 Penalty: 2524.635742
	Iteration 0F: 3 clusters Score -216472.1 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -216975.828125 Penalty: 2524.635742
	Iteration 1F: 3 clusters Score -216975.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -217109.625000 Penalty: 2524.635742
	Iteration 2F: 3 clusters Score -217109.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -217241.562500 Penalty: 2524.635742
	Iteration 3F: 3 clusters Score -217241.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -217374.031250 Penalty: 2524.635742
	Iteration 4F: 3 clusters Score -217374 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -217510.671875 Penalty: 2524.635742
	Iteration 5F: 3 clusters Score -217510.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -217662.937500 Penalty: 2524.635742
	Iteration 6F: 3 clusters Score -217662.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -217823.921875 Penalty: 2524.635742
	Iteration 7F: 3 clusters Score -217823.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -217949.296875 Penalty: 2524.635742
	Iteration 8Q: 3 clusters Score -217949.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -218077.031250 Penalty: 2524.635742
	Iteration 9Q: 3 clusters Score -218077 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -218184.234375 Penalty: 2524.635742
	Iteration 10Q: 3 clusters Score -218184.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -218260.640625 Penalty: 2524.635742
	Iteration 11Q: 3 clusters Score -218260.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -218307.390625 Penalty: 2524.635742
	Iteration 12Q: 3 clusters Score -218307.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -218325.109375 Penalty: 2524.635742
	Iteration 13Q: 3 clusters Score -218325.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -218334.640625 Penalty: 2524.635742
	Iteration 14Q: 3 clusters Score -218334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -218336.031250 Penalty: 2524.635742
	Iteration 15Q: 3 clusters Score -218336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -218336.750000 Penalty: 2524.635742
	Iteration 16Q: 3 clusters Score -218336.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -218338.546875 Penalty: 2524.635742
	Iteration 17Q: 3 clusters Score -218338.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -218339.656250 Penalty: 2524.635742
	Iteration 18Q: 3 clusters Score -218339.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -218341.343750 Penalty: 2524.635742
	Iteration 19Q: 3 clusters Score -218341.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -218342.171875 Penalty: 2524.635742
	Iteration 20F: 3 clusters Score -218342.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Entering Unmasked Estep 
Score: -469201.218750 Penalty: 1401.353394
	Iteration 0F: 2 clusters Score -469201.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -464866.187500 Penalty: 2802.706787
	Iteration 0F: 3 clusters Score -464866.2 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -466157.062500 Penalty: 2802.706787
	Iteration 1F: 3 clusters Score -466157.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -466368.281250 Penalty: 2802.706787
	Iteration 2F: 3 clusters Score -466368.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -466504.093750 Penalty: 2802.706787
	Iteration 3F: 3 clusters Score -466504.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -466603.906250 Penalty: 2802.706787
	Iteration 4Q: 3 clusters Score -466603.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -466686.406250 Penalty: 2802.706787
	Iteration 5Q: 3 clusters Score -466686.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -466769.562500 Penalty: 2802.706787
	Iteration 6Q: 3 clusters Score -466769.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -466860.312500 Penalty: 2802.706787
	Iteration 7Q: 3 clusters Score -466860.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -466981.062500 Penalty: 2802.706787
	Iteration 8Q: 3 clusters Score -466981.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -467120.781250 Penalty: 2802.706787
	Iteration 9Q: 3 clusters Score -467120.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -467256.750000 Penalty: 2802.706787
	Iteration 10Q: 3 clusters Score -467256.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -467393.531250 Penalty: 2802.706787
	Iteration 11Q: 3 clusters Score -467393.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -467516.687500 Penalty: 2802.706787
	Iteration 12Q: 3 clusters Score -467516.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -467634.437500 Penalty: 2802.706787
	Iteration 13Q: 3 clusters Score -467634.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -467748.500000 Penalty: 2802.706787
	Iteration 14Q: 3 clusters Score -467748.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -467822.718750 Penalty: 2802.706787
	Iteration 15Q: 3 clusters Score -467822.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -467884.343750 Penalty: 2802.706787
	Iteration 16Q: 3 clusters Score -467884.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -467918.656250 Penalty: 2802.706787
	Iteration 17Q: 3 clusters Score -467918.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -467948.937500 Penalty: 2802.706787
	Iteration 18Q: 3 clusters Score -467948.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -467980.406250 Penalty: 2802.706787
	Iteration 19Q: 3 clusters Score -467980.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -468016.093750 Penalty: 2802.706787
	Iteration 20F: 3 clusters Score -468016.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -468054.906250 Penalty: 2802.706787
	Iteration 21Q: 3 clusters Score -468054.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -468081.531250 Penalty: 2802.706787
	Iteration 22Q: 3 clusters Score -468081.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -468100.968750 Penalty: 2802.706787
	Iteration 23Q: 3 clusters Score -468101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -468120.343750 Penalty: 2802.706787
	Iteration 24Q: 3 clusters Score -468120.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -468137.875000 Penalty: 2802.706787
	Iteration 25Q: 3 clusters Score -468137.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -468161.562500 Penalty: 2802.706787
	Iteration 26Q: 3 clusters Score -468161.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -468194.312500 Penalty: 2802.706787
	Iteration 27Q: 3 clusters Score -468194.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -468231.062500 Penalty: 2802.706787
	Iteration 28Q: 3 clusters Score -468231.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -468264.250000 Penalty: 2802.706787
	Iteration 29Q: 3 clusters Score -468264.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -468294.375000 Penalty: 2802.706787
	Iteration 30Q: 3 clusters Score -468294.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -468325.531250 Penalty: 2802.706787
	Iteration 31Q: 3 clusters Score -468325.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -468344.218750 Penalty: 2802.706787
	Iteration 32Q: 3 clusters Score -468344.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -468362.968750 Penalty: 2802.706787
	Iteration 33Q: 3 clusters Score -468363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -468372.343750 Penalty: 2802.706787
	Iteration 34Q: 3 clusters Score -468372.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -468380.593750 Penalty: 2802.706787
	Iteration 35Q: 3 clusters Score -468380.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -468388.375000 Penalty: 2802.706787
	Iteration 36Q: 3 clusters Score -468388.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -468401.218750 Penalty: 2802.706787
	Iteration 37Q: 3 clusters Score -468401.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -468408.093750 Penalty: 2802.706787
	Iteration 38Q: 3 clusters Score -468408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -468414.281250 Penalty: 2802.706787
	Iteration 39Q: 3 clusters Score -468414.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -468420.000000 Penalty: 2802.706787
	Iteration 40F: 3 clusters Score -468420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -468430.343750 Penalty: 2802.706787
	Iteration 41Q: 3 clusters Score -468430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -468432.937500 Penalty: 2802.706787
	Iteration 42Q: 3 clusters Score -468432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -468435.031250 Penalty: 2802.706787
	Iteration 43Q: 3 clusters Score -468435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -468435.562500 Penalty: 2802.706787
	Iteration 44Q: 3 clusters Score -468435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -468436.718750 Penalty: 2802.706787
	Iteration 45Q: 3 clusters Score -468436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -468437.750000 Penalty: 2802.706787
	Iteration 46Q: 3 clusters Score -468437.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -468437.750000 Penalty: 2802.706787
	Iteration 47F: 3 clusters Score -468437.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Entering Unmasked Estep 
Score: -1465361.000000 Penalty: 1571.484253
	Iteration 0F: 2 clusters Score -1465361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1454470.000000 Penalty: 3142.968506
	Iteration 0F: 3 clusters Score -1454470 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1458185.375000 Penalty: 3142.968506
	Iteration 1F: 3 clusters Score -1458185 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1458475.000000 Penalty: 3142.968506
	Iteration 2F: 3 clusters Score -1458475 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1458735.375000 Penalty: 3142.968506
	Iteration 3Q: 3 clusters Score -1458735 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1458998.250000 Penalty: 3142.968506
	Iteration 4Q: 3 clusters Score -1458998 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1459246.250000 Penalty: 3142.968506
	Iteration 5Q: 3 clusters Score -1459246 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1459557.000000 Penalty: 3142.968506
	Iteration 6Q: 3 clusters Score -1459557 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1459921.375000 Penalty: 3142.968506
	Iteration 7Q: 3 clusters Score -1459921 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1460286.625000 Penalty: 3142.968506
	Iteration 8Q: 3 clusters Score -1460287 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1460677.625000 Penalty: 3142.968506
	Iteration 9Q: 3 clusters Score -1460678 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1461057.125000 Penalty: 3142.968506
	Iteration 10Q: 3 clusters Score -1461057 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1461465.000000 Penalty: 3142.968506
	Iteration 11Q: 3 clusters Score -1461465 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1461853.125000 Penalty: 3142.968506
	Iteration 12Q: 3 clusters Score -1461853 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1462192.250000 Penalty: 3142.968506
	Iteration 13Q: 3 clusters Score -1462192 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1462464.250000 Penalty: 3142.968506
	Iteration 14Q: 3 clusters Score -1462464 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1462680.625000 Penalty: 3142.968506
	Iteration 15Q: 3 clusters Score -1462681 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1462882.875000 Penalty: 3142.968506
	Iteration 16Q: 3 clusters Score -1462883 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1463066.875000 Penalty: 3142.968506
	Iteration 17Q: 3 clusters Score -1463067 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1463236.750000 Penalty: 3142.968506
	Iteration 18Q: 3 clusters Score -1463237 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1463394.625000 Penalty: 3142.968506
	Iteration 19Q: 3 clusters Score -1463395 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1463545.000000 Penalty: 3142.968506
	Iteration 20F: 3 clusters Score -1463545 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1463663.625000 Penalty: 3142.968506
	Iteration 21Q: 3 clusters Score -1463664 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1463749.500000 Penalty: 3142.968506
	Iteration 22Q: 3 clusters Score -1463750 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1463840.250000 Penalty: 3142.968506
	Iteration 23Q: 3 clusters Score -1463840 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1463936.250000 Penalty: 3142.968506
	Iteration 24Q: 3 clusters Score -1463936 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1464031.500000 Penalty: 3142.968506
	Iteration 25Q: 3 clusters Score -1464032 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1464094.625000 Penalty: 3142.968506
	Iteration 26Q: 3 clusters Score -1464095 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1464150.750000 Penalty: 3142.968506
	Iteration 27Q: 3 clusters Score -1464151 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1464181.500000 Penalty: 3142.968506
	Iteration 28Q: 3 clusters Score -1464182 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1464213.125000 Penalty: 3142.968506
	Iteration 29Q: 3 clusters Score -1464213 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1464252.875000 Penalty: 3142.968506
	Iteration 30Q: 3 clusters Score -1464253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1464274.250000 Penalty: 3142.968506
	Iteration 31Q: 3 clusters Score -1464274 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1464309.000000 Penalty: 3142.968506
	Iteration 32Q: 3 clusters Score -1464309 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1464349.250000 Penalty: 3142.968506
	Iteration 33Q: 3 clusters Score -1464349 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1464378.625000 Penalty: 3142.968506
	Iteration 34Q: 3 clusters Score -1464379 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1464416.750000 Penalty: 3142.968506
	Iteration 35Q: 3 clusters Score -1464417 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1464442.000000 Penalty: 3142.968506
	Iteration 36Q: 3 clusters Score -1464442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1464470.125000 Penalty: 3142.968506
	Iteration 37Q: 3 clusters Score -1464470 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1464515.250000 Penalty: 3142.968506
	Iteration 38Q: 3 clusters Score -1464515 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1464549.000000 Penalty: 3142.968506
	Iteration 39Q: 3 clusters Score -1464549 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1464569.875000 Penalty: 3142.968506
	Iteration 40F: 3 clusters Score -1464570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1464585.250000 Penalty: 3142.968506
	Iteration 41Q: 3 clusters Score -1464585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1464599.750000 Penalty: 3142.968506
	Iteration 42Q: 3 clusters Score -1464600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1464613.375000 Penalty: 3142.968506
	Iteration 43Q: 3 clusters Score -1464613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1464628.375000 Penalty: 3142.968506
	Iteration 44Q: 3 clusters Score -1464628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1464637.750000 Penalty: 3142.968506
	Iteration 45Q: 3 clusters Score -1464638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1464648.375000 Penalty: 3142.968506
	Iteration 46Q: 3 clusters Score -1464648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1464658.875000 Penalty: 3142.968506
	Iteration 47Q: 3 clusters Score -1464659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1464671.250000 Penalty: 3142.968506
	Iteration 48Q: 3 clusters Score -1464671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1464675.750000 Penalty: 3142.968506
	Iteration 49Q: 3 clusters Score -1464676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1464688.250000 Penalty: 3142.968506
	Iteration 50Q: 3 clusters Score -1464688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1464695.875000 Penalty: 3142.968506
	Iteration 51Q: 3 clusters Score -1464696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1464698.125000 Penalty: 3142.968506
	Iteration 52Q: 3 clusters Score -1464698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1464706.500000 Penalty: 3142.968506
	Iteration 53Q: 3 clusters Score -1464706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1464707.000000 Penalty: 3142.968506
	Iteration 54Q: 3 clusters Score -1464707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1464710.875000 Penalty: 3142.968506
	Iteration 55Q: 3 clusters Score -1464711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1464713.375000 Penalty: 3142.968506
	Iteration 56Q: 3 clusters Score -1464713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1464715.500000 Penalty: 3142.968506
	Iteration 57Q: 3 clusters Score -1464716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1464715.250000 Penalty: 3142.968506
	Iteration 58Q: 3 clusters Score -1464715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1464716.250000 Penalty: 3142.968506
	Iteration 59Q: 3 clusters Score -1464716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1464716.875000 Penalty: 3142.968506
	Iteration 60F: 3 clusters Score -1464717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1464718.500000 Penalty: 3142.968506
	Iteration 61Q: 3 clusters Score -1464718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1464718.750000 Penalty: 3142.968506
	Iteration 62Q: 3 clusters Score -1464719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1464719.000000 Penalty: 3142.968506
	Iteration 63Q: 3 clusters Score -1464719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1464719.250000 Penalty: 3142.968506
	Iteration 64Q: 3 clusters Score -1464719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1464719.250000 Penalty: 3142.968506
	Iteration 65F: 3 clusters Score -1464719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -95988.765625 Penalty: 1128.100464
	Iteration 0F: 2 clusters Score -95988.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -94510.578125 Penalty: 2256.200928
	Iteration 0F: 3 clusters Score -94510.58 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -94715.171875 Penalty: 2256.200928
	Iteration 1F: 3 clusters Score -94715.17 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94779.429688 Penalty: 2256.200928
	Iteration 2F: 3 clusters Score -94779.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94820.601562 Penalty: 2256.200928
	Iteration 3Q: 3 clusters Score -94820.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -94849.320312 Penalty: 2256.200928
	Iteration 4Q: 3 clusters Score -94849.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -94868.367188 Penalty: 2256.200928
	Iteration 5Q: 3 clusters Score -94868.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -94882.562500 Penalty: 2256.200928
	Iteration 6Q: 3 clusters Score -94882.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -94899.187500 Penalty: 2256.200928
	Iteration 7Q: 3 clusters Score -94899.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -94912.164062 Penalty: 2256.200928
	Iteration 8Q: 3 clusters Score -94912.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94928.109375 Penalty: 2256.200928
	Iteration 9Q: 3 clusters Score -94928.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -94940.710938 Penalty: 2256.200928
	Iteration 10Q: 3 clusters Score -94940.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94949.953125 Penalty: 2256.200928
	Iteration 11Q: 3 clusters Score -94949.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -94958.242188 Penalty: 2256.200928
	Iteration 12Q: 3 clusters Score -94958.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -94961.406250 Penalty: 2256.200928
	Iteration 13Q: 3 clusters Score -94961.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -94964.812500 Penalty: 2256.200928
	Iteration 14Q: 3 clusters Score -94964.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94965.492188 Penalty: 2256.200928
	Iteration 15Q: 3 clusters Score -94965.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94965.492188 Penalty: 2256.200928
	Iteration 16F: 3 clusters Score -94965.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -182465.187500 Penalty: 1241.676147
	Iteration 0F: 2 clusters Score -182465.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -180336.843750 Penalty: 2483.352295
	Iteration 0F: 3 clusters Score -180336.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -180784.812500 Penalty: 2483.352295
	Iteration 1F: 3 clusters Score -180784.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -180877.078125 Penalty: 2483.352295
	Iteration 2F: 3 clusters Score -180877.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -180920.656250 Penalty: 2483.352295
	Iteration 3Q: 3 clusters Score -180920.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -180948.062500 Penalty: 2483.352295
	Iteration 4Q: 3 clusters Score -180948.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -180964.671875 Penalty: 2483.352295
	Iteration 5Q: 3 clusters Score -180964.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -180976.218750 Penalty: 2483.352295
	Iteration 6Q: 3 clusters Score -180976.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -180985.265625 Penalty: 2483.352295
	Iteration 7Q: 3 clusters Score -180985.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -180993.625000 Penalty: 2483.352295
	Iteration 8Q: 3 clusters Score -180993.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -181000.796875 Penalty: 2483.352295
	Iteration 9Q: 3 clusters Score -181000.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -181008.562500 Penalty: 2483.352295
	Iteration 10Q: 3 clusters Score -181008.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -181013.359375 Penalty: 2483.352295
	Iteration 11Q: 3 clusters Score -181013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -181019.421875 Penalty: 2483.352295
	Iteration 12Q: 3 clusters Score -181019.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -181023.875000 Penalty: 2483.352295
	Iteration 13Q: 3 clusters Score -181023.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -181028.843750 Penalty: 2483.352295
	Iteration 14Q: 3 clusters Score -181028.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -181033.187500 Penalty: 2483.352295
	Iteration 15Q: 3 clusters Score -181033.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -181036.640625 Penalty: 2483.352295
	Iteration 16Q: 3 clusters Score -181036.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -181038.203125 Penalty: 2483.352295
	Iteration 17Q: 3 clusters Score -181038.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -181039.328125 Penalty: 2483.352295
	Iteration 18Q: 3 clusters Score -181039.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -181039.328125 Penalty: 2483.352295
	Iteration 19F: 3 clusters Score -181039.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (85899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Entering Unmasked Estep 
Score: -7880721.000000 Penalty: 1846.150757
	Iteration 0F: 2 clusters Score -7880721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -7823138.000000 Penalty: 3692.301514
	Iteration 0F: 3 clusters Score -7823138 nChanged 41151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -7846867.000000 Penalty: 3692.301514
	Iteration 1F: 3 clusters Score -7846867 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -7847593.500000 Penalty: 3692.301514
	Iteration 2Q: 3 clusters Score -7847594 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -7848451.500000 Penalty: 3692.301514
	Iteration 3Q: 3 clusters Score -7848452 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -7849603.500000 Penalty: 3692.301514
	Iteration 4Q: 3 clusters Score -7849604 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -7851214.500000 Penalty: 3692.301514
	Iteration 5Q: 3 clusters Score -7851214 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -7853436.000000 Penalty: 3692.301514
	Iteration 6Q: 3 clusters Score -7853436 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -7856659.500000 Penalty: 3692.301514
	Iteration 7F: 3 clusters Score -7856660 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -7860225.000000 Penalty: 3692.301514
	Iteration 8F: 3 clusters Score -7860225 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -7863055.500000 Penalty: 3692.301514
	Iteration 9F: 3 clusters Score -7863056 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -7864419.000000 Penalty: 3692.301514
	Iteration 10Q: 3 clusters Score -7864419 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -7864926.500000 Penalty: 3692.301514
	Iteration 11Q: 3 clusters Score -7864926 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -7865192.000000 Penalty: 3692.301514
	Iteration 12Q: 3 clusters Score -7865192 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -7865424.000000 Penalty: 3692.301514
	Iteration 13Q: 3 clusters Score -7865424 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -7865666.500000 Penalty: 3692.301514
	Iteration 14Q: 3 clusters Score -7865666 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -7865930.000000 Penalty: 3692.301514
	Iteration 15Q: 3 clusters Score -7865930 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -7866265.000000 Penalty: 3692.301514
	Iteration 16Q: 3 clusters Score -7866265 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -7866552.000000 Penalty: 3692.301514
	Iteration 17Q: 3 clusters Score -7866552 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -7866961.500000 Penalty: 3692.301514
	Iteration 18Q: 3 clusters Score -7866962 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -7867407.500000 Penalty: 3692.301514
	Iteration 19Q: 3 clusters Score -7867408 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -7867916.000000 Penalty: 3692.301514
	Iteration 20F: 3 clusters Score -7867916 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -7868441.500000 Penalty: 3692.301514
	Iteration 21Q: 3 clusters Score -7868442 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -7869102.500000 Penalty: 3692.301514
	Iteration 22Q: 3 clusters Score -7869102 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -7869812.500000 Penalty: 3692.301514
	Iteration 23Q: 3 clusters Score -7869812 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -7870509.500000 Penalty: 3692.301514
	Iteration 24Q: 3 clusters Score -7870510 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -7871334.000000 Penalty: 3692.301514
	Iteration 25Q: 3 clusters Score -7871334 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -7872148.000000 Penalty: 3692.301514
	Iteration 26Q: 3 clusters Score -7872148 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -7873092.500000 Penalty: 3692.301514
	Iteration 27Q: 3 clusters Score -7873092 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78553 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -7874107.500000 Penalty: 3692.301514
	Iteration 28Q: 3 clusters Score -7874108 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -7875113.500000 Penalty: 3692.301514
	Iteration 29Q: 3 clusters Score -7875114 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -7876021.000000 Penalty: 3692.301514
	Iteration 30Q: 3 clusters Score -7876021 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -7876818.000000 Penalty: 3692.301514
	Iteration 31Q: 3 clusters Score -7876818 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7877576.000000 Penalty: 3692.301514
	Iteration 32Q: 3 clusters Score -7877576 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84419 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7878170.000000 Penalty: 3692.301514
	Iteration 33Q: 3 clusters Score -7878170 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7878564.000000 Penalty: 3692.301514
	Iteration 34Q: 3 clusters Score -7878564 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7878759.500000 Penalty: 3692.301514
	Iteration 35Q: 3 clusters Score -7878760 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85446 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7878882.000000 Penalty: 3692.301514
	Iteration 36Q: 3 clusters Score -7878882 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7878969.500000 Penalty: 3692.301514
	Iteration 37Q: 3 clusters Score -7878970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7879014.500000 Penalty: 3692.301514
	Iteration 38Q: 3 clusters Score -7879014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7879053.500000 Penalty: 3692.301514
	Iteration 39Q: 3 clusters Score -7879054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7879061.000000 Penalty: 3692.301514
	Iteration 40F: 3 clusters Score -7879061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7879074.500000 Penalty: 3692.301514
	Iteration 41Q: 3 clusters Score -7879074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85664 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7879083.000000 Penalty: 3692.301514
	Iteration 42Q: 3 clusters Score -7879083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85670 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7879094.500000 Penalty: 3692.301514
	Iteration 43Q: 3 clusters Score -7879094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7879101.500000 Penalty: 3692.301514
	Iteration 44Q: 3 clusters Score -7879102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7879105.500000 Penalty: 3692.301514
	Iteration 45Q: 3 clusters Score -7879106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85688 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7879114.000000 Penalty: 3692.301514
	Iteration 46Q: 3 clusters Score -7879114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85694 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7879131.500000 Penalty: 3692.301514
	Iteration 47Q: 3 clusters Score -7879132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85701 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7879136.500000 Penalty: 3692.301514
	Iteration 48Q: 3 clusters Score -7879136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7879142.500000 Penalty: 3692.301514
	Iteration 49Q: 3 clusters Score -7879142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85707 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7879150.000000 Penalty: 3692.301514
	Iteration 50Q: 3 clusters Score -7879150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7879153.000000 Penalty: 3692.301514
	Iteration 51Q: 3 clusters Score -7879153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7879153.000000 Penalty: 3692.301514
	Iteration 52F: 3 clusters Score -7879153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (209180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209180 members 
Entering Unmasked Estep 
Score: -19128232.000000 Penalty: 1990.779541
	Iteration 0F: 2 clusters Score -1.912823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 104639 members 
Entering Unmasked Estep 
Score: -18989122.000000 Penalty: 3981.559082
	Iteration 0F: 3 clusters Score -1.898912e+07 nChanged 101795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 107960 members 
Entering Unmasked Estep 
Score: -19049984.000000 Penalty: 3981.559082
	Iteration 1F: 3 clusters Score -1.904998e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99992 members 
Mstep: Class 2 contains 109188 members 
Entering Unmasked Estep 
Score: -19051074.000000 Penalty: 3981.559082
	Iteration 2Q: 3 clusters Score -1.905107e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 110842 members 
Entering Unmasked Estep 
Score: -19052548.000000 Penalty: 3981.559082
	Iteration 3Q: 3 clusters Score -1.905255e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95946 members 
Mstep: Class 2 contains 113234 members 
Entering Unmasked Estep 
Score: -19054014.000000 Penalty: 3981.559082
	Iteration 4Q: 3 clusters Score -1.905401e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92446 members 
Mstep: Class 2 contains 116734 members 
Entering Unmasked Estep 
Score: -19056006.000000 Penalty: 3981.559082
	Iteration 5Q: 3 clusters Score -1.905601e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 121667 members 
Entering Unmasked Estep 
Score: -19058838.000000 Penalty: 3981.559082
	Iteration 6Q: 3 clusters Score -1.905884e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80414 members 
Mstep: Class 2 contains 128766 members 
Entering Unmasked Estep 
Score: -19063112.000000 Penalty: 3981.559082
	Iteration 7Q: 3 clusters Score -1.906311e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70607 members 
Mstep: Class 2 contains 138573 members 
Entering Unmasked Estep 
Score: -19069550.000000 Penalty: 3981.559082
	Iteration 8F: 3 clusters Score -1.906955e+07 nChanged 13470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 151193 members 
Entering Unmasked Estep 
Score: -19079108.000000 Penalty: 3981.559082
	Iteration 9F: 3 clusters Score -1.907911e+07 nChanged 14531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -19090636.000000 Penalty: 3981.559082
	Iteration 10F: 3 clusters Score -1.909064e+07 nChanged 13243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 178247 members 
Entering Unmasked Estep 
Score: -19101604.000000 Penalty: 3981.559082
	Iteration 11F: 3 clusters Score -1.91016e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 188656 members 
Entering Unmasked Estep 
Score: -19110726.000000 Penalty: 3981.559082
	Iteration 12F: 3 clusters Score -1.911073e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 195962 members 
Entering Unmasked Estep 
Score: -19116822.000000 Penalty: 3981.559082
	Iteration 13Q: 3 clusters Score -1.911682e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 200765 members 
Entering Unmasked Estep 
Score: -19120658.000000 Penalty: 3981.559082
	Iteration 14Q: 3 clusters Score -1.912066e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 203962 members 
Entering Unmasked Estep 
Score: -19123128.000000 Penalty: 3981.559082
	Iteration 15Q: 3 clusters Score -1.912313e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 205947 members 
Entering Unmasked Estep 
Score: -19124440.000000 Penalty: 3981.559082
	Iteration 16Q: 3 clusters Score -1.912444e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 207205 members 
Entering Unmasked Estep 
Score: -19125340.000000 Penalty: 3981.559082
	Iteration 17Q: 3 clusters Score -1.912534e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 207915 members 
Entering Unmasked Estep 
Score: -19125872.000000 Penalty: 3981.559082
	Iteration 18Q: 3 clusters Score -1.912587e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 208307 members 
Entering Unmasked Estep 
Score: -19126140.000000 Penalty: 3981.559082
	Iteration 19Q: 3 clusters Score -1.912614e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 208519 members 
Entering Unmasked Estep 
Score: -19126304.000000 Penalty: 3981.559082
	Iteration 20F: 3 clusters Score -1.91263e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 208621 members 
Entering Unmasked Estep 
Score: -19126364.000000 Penalty: 3981.559082
	Iteration 21Q: 3 clusters Score -1.912636e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 208688 members 
Entering Unmasked Estep 
Score: -19126404.000000 Penalty: 3981.559082
	Iteration 22Q: 3 clusters Score -1.91264e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 208732 members 
Entering Unmasked Estep 
Score: -19126442.000000 Penalty: 3981.559082
	Iteration 23Q: 3 clusters Score -1.912644e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 208760 members 
Entering Unmasked Estep 
Score: -19126462.000000 Penalty: 3981.559082
	Iteration 24Q: 3 clusters Score -1.912646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 208778 members 
Entering Unmasked Estep 
Score: -19126482.000000 Penalty: 3981.559082
	Iteration 25Q: 3 clusters Score -1.912648e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 208801 members 
Entering Unmasked Estep 
Score: -19126484.000000 Penalty: 3981.559082
	Iteration 26Q: 3 clusters Score -1.912648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 208816 members 
Entering Unmasked Estep 
Score: -19126498.000000 Penalty: 3981.559082
	Iteration 27Q: 3 clusters Score -1.91265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 208828 members 
Entering Unmasked Estep 
Score: -19126506.000000 Penalty: 3981.559082
	Iteration 28Q: 3 clusters Score -1.912651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 208838 members 
Entering Unmasked Estep 
Score: -19126524.000000 Penalty: 3981.559082
	Iteration 29Q: 3 clusters Score -1.912652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 208847 members 
Entering Unmasked Estep 
Score: -19126544.000000 Penalty: 3981.559082
	Iteration 30Q: 3 clusters Score -1.912654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 208851 members 
Entering Unmasked Estep 
Score: -19126542.000000 Penalty: 3981.559082
	Iteration 31Q: 3 clusters Score -1.912654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 208853 members 
Entering Unmasked Estep 
Score: -19126540.000000 Penalty: 3981.559082
	Iteration 32Q: 3 clusters Score -1.912654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 208855 members 
Entering Unmasked Estep 
Score: -19126536.000000 Penalty: 3981.559082
	Iteration 33Q: 3 clusters Score -1.912654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 208857 members 
Entering Unmasked Estep 
Score: -19126546.000000 Penalty: 3981.559082
	Iteration 34Q: 3 clusters Score -1.912655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 208861 members 
Entering Unmasked Estep 
Score: -19126552.000000 Penalty: 3981.559082
	Iteration 35Q: 3 clusters Score -1.912655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 208865 members 
Entering Unmasked Estep 
Score: -19126530.000000 Penalty: 3981.559082
	Iteration 36Q: 3 clusters Score -1.912653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 208868 members 
Entering Unmasked Estep 
Score: -19126542.000000 Penalty: 3981.559082
	Iteration 37Q: 3 clusters Score -1.912654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 208868 members 
Entering Unmasked Estep 
Score: -19126554.000000 Penalty: 3981.559082
	Iteration 38Q: 3 clusters Score -1.912655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 208870 members 
Entering Unmasked Estep 
Score: -19126544.000000 Penalty: 3981.559082
	Iteration 39Q: 3 clusters Score -1.912654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 208872 members 
Entering Unmasked Estep 
Score: -19126544.000000 Penalty: 3981.559082
	Iteration 40F: 3 clusters Score -1.912654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Entering Unmasked Estep 
Score: -486812.968750 Penalty: 1400.386475
	Iteration 0F: 2 clusters Score -486813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -482504.937500 Penalty: 2800.772949
	Iteration 0F: 3 clusters Score -482504.9 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -483734.625000 Penalty: 2800.772949
	Iteration 1F: 3 clusters Score -483734.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -484022.687500 Penalty: 2800.772949
	Iteration 2F: 3 clusters Score -484022.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -484239.093750 Penalty: 2800.772949
	Iteration 3F: 3 clusters Score -484239.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -484410.406250 Penalty: 2800.772949
	Iteration 4F: 3 clusters Score -484410.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -484554.781250 Penalty: 2800.772949
	Iteration 5Q: 3 clusters Score -484554.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -484692.000000 Penalty: 2800.772949
	Iteration 6Q: 3 clusters Score -484692 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -484807.781250 Penalty: 2800.772949
	Iteration 7Q: 3 clusters Score -484807.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -484896.968750 Penalty: 2800.772949
	Iteration 8Q: 3 clusters Score -484897 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -484988.062500 Penalty: 2800.772949
	Iteration 9Q: 3 clusters Score -484988.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -485072.500000 Penalty: 2800.772949
	Iteration 10Q: 3 clusters Score -485072.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -485139.250000 Penalty: 2800.772949
	Iteration 11Q: 3 clusters Score -485139.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -485194.031250 Penalty: 2800.772949
	Iteration 12Q: 3 clusters Score -485194 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -485235.343750 Penalty: 2800.772949
	Iteration 13Q: 3 clusters Score -485235.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -485274.968750 Penalty: 2800.772949
	Iteration 14Q: 3 clusters Score -485275 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -485310.968750 Penalty: 2800.772949
	Iteration 15Q: 3 clusters Score -485311 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -485347.656250 Penalty: 2800.772949
	Iteration 16Q: 3 clusters Score -485347.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -485393.312500 Penalty: 2800.772949
	Iteration 17Q: 3 clusters Score -485393.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -485434.593750 Penalty: 2800.772949
	Iteration 18Q: 3 clusters Score -485434.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -485472.750000 Penalty: 2800.772949
	Iteration 19Q: 3 clusters Score -485472.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -485499.406250 Penalty: 2800.772949
	Iteration 20F: 3 clusters Score -485499.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -485520.062500 Penalty: 2800.772949
	Iteration 21Q: 3 clusters Score -485520.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -485537.812500 Penalty: 2800.772949
	Iteration 22Q: 3 clusters Score -485537.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -485558.125000 Penalty: 2800.772949
	Iteration 23Q: 3 clusters Score -485558.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -485573.562500 Penalty: 2800.772949
	Iteration 24Q: 3 clusters Score -485573.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -485584.687500 Penalty: 2800.772949
	Iteration 25Q: 3 clusters Score -485584.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -485592.437500 Penalty: 2800.772949
	Iteration 26Q: 3 clusters Score -485592.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -485602.375000 Penalty: 2800.772949
	Iteration 27Q: 3 clusters Score -485602.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -485617.062500 Penalty: 2800.772949
	Iteration 28Q: 3 clusters Score -485617.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -485625.687500 Penalty: 2800.772949
	Iteration 29Q: 3 clusters Score -485625.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -485631.781250 Penalty: 2800.772949
	Iteration 30Q: 3 clusters Score -485631.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -485634.687500 Penalty: 2800.772949
	Iteration 31Q: 3 clusters Score -485634.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -485639.187500 Penalty: 2800.772949
	Iteration 32Q: 3 clusters Score -485639.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -485647.875000 Penalty: 2800.772949
	Iteration 33Q: 3 clusters Score -485647.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -485652.468750 Penalty: 2800.772949
	Iteration 34Q: 3 clusters Score -485652.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -485659.750000 Penalty: 2800.772949
	Iteration 35Q: 3 clusters Score -485659.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -485663.750000 Penalty: 2800.772949
	Iteration 36Q: 3 clusters Score -485663.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -485667.312500 Penalty: 2800.772949
	Iteration 37Q: 3 clusters Score -485667.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -485672.250000 Penalty: 2800.772949
	Iteration 38Q: 3 clusters Score -485672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -485674.781250 Penalty: 2800.772949
	Iteration 39Q: 3 clusters Score -485674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -485675.875000 Penalty: 2800.772949
	Iteration 40F: 3 clusters Score -485675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -485677.500000 Penalty: 2800.772949
	Iteration 41Q: 3 clusters Score -485677.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -485678.906250 Penalty: 2800.772949
	Iteration 42Q: 3 clusters Score -485678.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -485682.062500 Penalty: 2800.772949
	Iteration 43Q: 3 clusters Score -485682.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -485684.593750 Penalty: 2800.772949
	Iteration 44Q: 3 clusters Score -485684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -485686.812500 Penalty: 2800.772949
	Iteration 45Q: 3 clusters Score -485686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -485687.625000 Penalty: 2800.772949
	Iteration 46Q: 3 clusters Score -485687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -485688.156250 Penalty: 2800.772949
	Iteration 47Q: 3 clusters Score -485688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -485689.937500 Penalty: 2800.772949
	Iteration 48Q: 3 clusters Score -485689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -485692.156250 Penalty: 2800.772949
	Iteration 49Q: 3 clusters Score -485692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -485692.531250 Penalty: 2800.772949
	Iteration 50Q: 3 clusters Score -485692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -485694.250000 Penalty: 2800.772949
	Iteration 51Q: 3 clusters Score -485694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -485694.437500 Penalty: 2800.772949
	Iteration 52Q: 3 clusters Score -485694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -485694.437500 Penalty: 2800.772949
	Iteration 53F: 3 clusters Score -485694.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -128256.679688 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -128256.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126548.132812 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -126548.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -126870.351562 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -126870.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -126952.109375 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -126952.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -126995.328125 Penalty: 2351.107666
	Iteration 3Q: 3 clusters Score -126995.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -127019.992188 Penalty: 2351.107666
	Iteration 4Q: 3 clusters Score -127020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -127036.750000 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -127036.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -127046.546875 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -127046.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -127052.015625 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -127052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127055.984375 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -127056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -127062.718750 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -127062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -127068.023438 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -127068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -127075.210938 Penalty: 2351.107666
	Iteration 11Q: 3 clusters Score -127075.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -127081.171875 Penalty: 2351.107666
	Iteration 12Q: 3 clusters Score -127081.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -127092.359375 Penalty: 2351.107666
	Iteration 13Q: 3 clusters Score -127092.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -127098.367188 Penalty: 2351.107666
	Iteration 14Q: 3 clusters Score -127098.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -127103.757812 Penalty: 2351.107666
	Iteration 15Q: 3 clusters Score -127103.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -127108.359375 Penalty: 2351.107666
	Iteration 16Q: 3 clusters Score -127108.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -127115.382812 Penalty: 2351.107666
	Iteration 17Q: 3 clusters Score -127115.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -127119.976562 Penalty: 2351.107666
	Iteration 18Q: 3 clusters Score -127120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -127120.445312 Penalty: 2351.107666
	Iteration 19Q: 3 clusters Score -127120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -127120.851562 Penalty: 2351.107666
	Iteration 20F: 3 clusters Score -127120.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1733 members 
Mstep: Class 6 contains 13191 members 
Mstep: Class 7 contains 9180 members 
Mstep: Class 8 contains 3744 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 15108 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12077 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5725 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5562 members 
Mstep: Class 19 contains 15846 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85899 members 
Mstep: Class 23 contains 209180 members 
Mstep: Class 24 contains 5529 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848852.000000 Penalty: 54010.652344
Iteration 159Q: 26 clusters Score -5.384885e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 13250 members 
Mstep: Class 7 contains 9179 members 
Mstep: Class 8 contains 3733 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 15039 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12086 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5725 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5570 members 
Mstep: Class 19 contains 15858 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85902 members 
Mstep: Class 23 contains 209148 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848804.000000 Penalty: 54010.652344
Iteration 160F: 26 clusters Score -5.38488e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 13298 members 
Mstep: Class 7 contains 9178 members 
Mstep: Class 8 contains 3731 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14982 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12093 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5725 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5573 members 
Mstep: Class 19 contains 15869 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85902 members 
Mstep: Class 23 contains 209111 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848804.000000 Penalty: 54010.652344
Iteration 161Q: 26 clusters Score -5.38488e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 13349 members 
Mstep: Class 7 contains 9177 members 
Mstep: Class 8 contains 3730 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14924 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12109 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5574 members 
Mstep: Class 19 contains 15877 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85904 members 
Mstep: Class 23 contains 209060 members 
Mstep: Class 24 contains 5625 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848876.000000 Penalty: 54010.652344
Iteration 162Q: 26 clusters Score -5.384888e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 13427 members 
Mstep: Class 7 contains 9177 members 
Mstep: Class 8 contains 3722 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14867 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12117 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5727 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5580 members 
Mstep: Class 19 contains 15882 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85907 members 
Mstep: Class 23 contains 209014 members 
Mstep: Class 24 contains 5647 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848908.000000 Penalty: 54010.652344
Iteration 163Q: 26 clusters Score -5.384891e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 13506 members 
Mstep: Class 7 contains 9177 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14809 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12120 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5727 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5583 members 
Mstep: Class 19 contains 15889 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85908 members 
Mstep: Class 23 contains 208972 members 
Mstep: Class 24 contains 5666 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848912.000000 Penalty: 54010.652344
Iteration 164Q: 26 clusters Score -5.384891e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 13560 members 
Mstep: Class 7 contains 9176 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14748 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12130 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5586 members 
Mstep: Class 19 contains 15899 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 85908 members 
Mstep: Class 23 contains 208936 members 
Mstep: Class 24 contains 5696 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53848992.000000 Penalty: 54010.652344
Iteration 165Q: 26 clusters Score -5.384899e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 13626 members 
Mstep: Class 7 contains 9174 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14690 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 12141 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5588 members 
Mstep: Class 19 contains 15907 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2080 members 
Mstep: Class 22 contains 85907 members 
Mstep: Class 23 contains 208908 members 
Mstep: Class 24 contains 5714 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849040.000000 Penalty: 54010.652344
Iteration 166Q: 26 clusters Score -5.384904e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1734 members 
Mstep: Class 6 contains 13691 members 
Mstep: Class 7 contains 9173 members 
Mstep: Class 8 contains 3693 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14629 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 12154 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5730 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5593 members 
Mstep: Class 19 contains 15916 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2080 members 
Mstep: Class 22 contains 85908 members 
Mstep: Class 23 contains 208866 members 
Mstep: Class 24 contains 5734 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849028.000000 Penalty: 54010.652344
Iteration 167Q: 26 clusters Score -5.384903e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1734 members 
Mstep: Class 6 contains 13738 members 
Mstep: Class 7 contains 9173 members 
Mstep: Class 8 contains 3685 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14584 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12171 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5730 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 15926 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2080 members 
Mstep: Class 22 contains 85906 members 
Mstep: Class 23 contains 208829 members 
Mstep: Class 24 contains 5754 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849044.000000 Penalty: 54010.652344
Iteration 168Q: 26 clusters Score -5.384904e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1734 members 
Mstep: Class 6 contains 13781 members 
Mstep: Class 7 contains 9173 members 
Mstep: Class 8 contains 3677 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14523 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 12182 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5730 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5597 members 
Mstep: Class 19 contains 15938 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2080 members 
Mstep: Class 22 contains 85907 members 
Mstep: Class 23 contains 208805 members 
Mstep: Class 24 contains 5780 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849052.000000 Penalty: 54010.652344
Iteration 169Q: 26 clusters Score -5.384905e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1733 members 
Mstep: Class 6 contains 13821 members 
Mstep: Class 7 contains 9172 members 
Mstep: Class 8 contains 3672 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14466 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 12198 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5730 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5603 members 
Mstep: Class 19 contains 15944 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2080 members 
Mstep: Class 22 contains 85906 members 
Mstep: Class 23 contains 208784 members 
Mstep: Class 24 contains 5798 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849092.000000 Penalty: 54010.652344
Iteration 170Q: 26 clusters Score -5.384909e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 13881 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 3669 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14407 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 12212 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5730 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 15955 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 85904 members 
Mstep: Class 23 contains 208747 members 
Mstep: Class 24 contains 5813 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849116.000000 Penalty: 54010.652344
Iteration 171Q: 26 clusters Score -5.384912e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1733 members 
Mstep: Class 6 contains 13930 members 
Mstep: Class 7 contains 9170 members 
Mstep: Class 8 contains 3670 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14357 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5730 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 15965 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85906 members 
Mstep: Class 23 contains 208706 members 
Mstep: Class 24 contains 5824 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849172.000000 Penalty: 54010.652344
Iteration 172Q: 26 clusters Score -5.384917e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 13998 members 
Mstep: Class 7 contains 9168 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14309 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 12246 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5730 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15970 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85906 members 
Mstep: Class 23 contains 208657 members 
Mstep: Class 24 contains 5834 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849132.000000 Penalty: 54010.652344
Iteration 173Q: 26 clusters Score -5.384913e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1733 members 
Mstep: Class 6 contains 14072 members 
Mstep: Class 7 contains 9164 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14251 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 12256 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5730 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5621 members 
Mstep: Class 19 contains 15978 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85904 members 
Mstep: Class 23 contains 208616 members 
Mstep: Class 24 contains 5836 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849064.000000 Penalty: 54010.652344
Iteration 174Q: 26 clusters Score -5.384906e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1732 members 
Mstep: Class 6 contains 14147 members 
Mstep: Class 7 contains 9162 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14199 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 12261 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5731 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5625 members 
Mstep: Class 19 contains 15985 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85907 members 
Mstep: Class 23 contains 208566 members 
Mstep: Class 24 contains 5843 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849144.000000 Penalty: 54010.652344
Iteration 175Q: 26 clusters Score -5.384914e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1734 members 
Mstep: Class 6 contains 14238 members 
Mstep: Class 7 contains 9161 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14135 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 12266 members 
Mstep: Class 14 contains 35596 members 
Mstep: Class 15 contains 5731 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 5629 members 
Mstep: Class 19 contains 15999 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85906 members 
Mstep: Class 23 contains 208503 members 
Mstep: Class 24 contains 5850 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849160.000000 Penalty: 54010.652344
Iteration 176Q: 26 clusters Score -5.384916e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 77000 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 14335 members 
Mstep: Class 7 contains 9157 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14062 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 12279 members 
Mstep: Class 14 contains 35596 members 
Mstep: Class 15 contains 5732 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 5636 members 
Mstep: Class 19 contains 16001 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85905 members 
Mstep: Class 23 contains 208454 members 
Mstep: Class 24 contains 5859 members 
Mstep: Class 25 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849244.000000 Penalty: 54010.652344
Iteration 177Q: 26 clusters Score -5.384924e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 76999 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 14407 members 
Mstep: Class 7 contains 9154 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 14006 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 12296 members 
Mstep: Class 14 contains 35594 members 
Mstep: Class 15 contains 5731 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 5641 members 
Mstep: Class 19 contains 16004 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85907 members 
Mstep: Class 23 contains 208404 members 
Mstep: Class 24 contains 5876 members 
Mstep: Class 25 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849320.000000 Penalty: 54010.652344
Iteration 178Q: 26 clusters Score -5.384932e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1737 members 
Mstep: Class 6 contains 14479 members 
Mstep: Class 7 contains 9151 members 
Mstep: Class 8 contains 3650 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 13945 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 12314 members 
Mstep: Class 14 contains 35595 members 
Mstep: Class 15 contains 5730 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 5646 members 
Mstep: Class 19 contains 16014 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85911 members 
Mstep: Class 23 contains 208345 members 
Mstep: Class 24 contains 5894 members 
Mstep: Class 25 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849304.000000 Penalty: 54010.652344
Iteration 179Q: 26 clusters Score -5.38493e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 14537 members 
Mstep: Class 7 contains 9144 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 742 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 13900 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 12337 members 
Mstep: Class 14 contains 35594 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5650 members 
Mstep: Class 19 contains 16025 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 85913 members 
Mstep: Class 23 contains 208285 members 
Mstep: Class 24 contains 5917 members 
Mstep: Class 25 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849308.000000 Penalty: 54010.652344
Iteration 180F: 26 clusters Score -5.384931e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1737 members 
Mstep: Class 6 contains 14591 members 
Mstep: Class 7 contains 9142 members 
Mstep: Class 8 contains 3638 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 13853 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 12360 members 
Mstep: Class 14 contains 35596 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5659 members 
Mstep: Class 19 contains 16024 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 85911 members 
Mstep: Class 23 contains 208237 members 
Mstep: Class 24 contains 5942 members 
Mstep: Class 25 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849300.000000 Penalty: 54010.652344
Iteration 181Q: 26 clusters Score -5.38493e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 76997 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1737 members 
Mstep: Class 6 contains 14665 members 
Mstep: Class 7 contains 9139 members 
Mstep: Class 8 contains 3625 members 
Mstep: Class 9 contains 745 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 13817 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 12375 members 
Mstep: Class 14 contains 35597 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 5659 members 
Mstep: Class 19 contains 16011 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 22 contains 85906 members 
Mstep: Class 23 contains 208193 members 
Mstep: Class 24 contains 5967 members 
Mstep: Class 25 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849332.000000 Penalty: 54010.652344
Iteration 182Q: 26 clusters Score -5.384933e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 76997 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 14742 members 
Mstep: Class 7 contains 9139 members 
Mstep: Class 8 contains 3605 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 13774 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 12385 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5663 members 
Mstep: Class 19 contains 16013 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 85901 members 
Mstep: Class 23 contains 208136 members 
Mstep: Class 24 contains 5991 members 
Mstep: Class 25 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849444.000000 Penalty: 54010.652344
Iteration 183Q: 26 clusters Score -5.384944e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 76997 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 14837 members 
Mstep: Class 7 contains 9139 members 
Mstep: Class 8 contains 3592 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13715 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 12388 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5669 members 
Mstep: Class 19 contains 16010 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 22 contains 85895 members 
Mstep: Class 23 contains 208098 members 
Mstep: Class 24 contains 6007 members 
Mstep: Class 25 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849488.000000 Penalty: 54010.652344
Iteration 184Q: 26 clusters Score -5.384949e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1730 members 
Mstep: Class 6 contains 14918 members 
Mstep: Class 7 contains 9138 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13637 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 12398 members 
Mstep: Class 14 contains 35597 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5678 members 
Mstep: Class 19 contains 16008 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2088 members 
Mstep: Class 22 contains 85894 members 
Mstep: Class 23 contains 208083 members 
Mstep: Class 24 contains 6024 members 
Mstep: Class 25 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849600.000000 Penalty: 54010.652344
Iteration 185Q: 26 clusters Score -5.38496e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1727 members 
Mstep: Class 6 contains 15002 members 
Mstep: Class 7 contains 9136 members 
Mstep: Class 8 contains 3558 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13580 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 35597 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 16002 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 85894 members 
Mstep: Class 23 contains 208048 members 
Mstep: Class 24 contains 6046 members 
Mstep: Class 25 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849584.000000 Penalty: 54010.652344
Iteration 186Q: 26 clusters Score -5.384958e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1727 members 
Mstep: Class 6 contains 15085 members 
Mstep: Class 7 contains 9135 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13509 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5688 members 
Mstep: Class 19 contains 15997 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 85892 members 
Mstep: Class 23 contains 208020 members 
Mstep: Class 24 contains 6067 members 
Mstep: Class 25 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849556.000000 Penalty: 54010.652344
Iteration 187Q: 26 clusters Score -5.384956e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1730 members 
Mstep: Class 6 contains 15167 members 
Mstep: Class 7 contains 9135 members 
Mstep: Class 8 contains 3543 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13449 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 35599 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 15992 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 85892 members 
Mstep: Class 23 contains 207993 members 
Mstep: Class 24 contains 6082 members 
Mstep: Class 25 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849576.000000 Penalty: 54010.652344
Iteration 188Q: 26 clusters Score -5.384958e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 76996 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1727 members 
Mstep: Class 6 contains 15226 members 
Mstep: Class 7 contains 9135 members 
Mstep: Class 8 contains 3529 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13417 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 12420 members 
Mstep: Class 14 contains 35601 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 15984 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85899 members 
Mstep: Class 23 contains 207959 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849676.000000 Penalty: 54010.652344
Iteration 189Q: 26 clusters Score -5.384968e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 76996 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1726 members 
Mstep: Class 6 contains 15276 members 
Mstep: Class 7 contains 9134 members 
Mstep: Class 8 contains 3509 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13381 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 12431 members 
Mstep: Class 14 contains 35601 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5691 members 
Mstep: Class 19 contains 15982 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85898 members 
Mstep: Class 23 contains 207950 members 
Mstep: Class 24 contains 6109 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849652.000000 Penalty: 54010.652344
Iteration 190Q: 26 clusters Score -5.384965e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 76996 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1719 members 
Mstep: Class 6 contains 15326 members 
Mstep: Class 7 contains 9135 members 
Mstep: Class 8 contains 3498 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13357 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 12445 members 
Mstep: Class 14 contains 35602 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 15961 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85894 members 
Mstep: Class 23 contains 207936 members 
Mstep: Class 24 contains 6127 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849656.000000 Penalty: 54010.652344
Iteration 191Q: 26 clusters Score -5.384966e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 76996 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 15375 members 
Mstep: Class 7 contains 9136 members 
Mstep: Class 8 contains 3486 members 
Mstep: Class 9 contains 791 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13319 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 12455 members 
Mstep: Class 14 contains 35602 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 15958 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85888 members 
Mstep: Class 23 contains 207919 members 
Mstep: Class 24 contains 6143 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849712.000000 Penalty: 54010.652344
Iteration 192Q: 26 clusters Score -5.384971e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 76996 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 15439 members 
Mstep: Class 7 contains 9135 members 
Mstep: Class 8 contains 3474 members 
Mstep: Class 9 contains 802 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13274 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 12471 members 
Mstep: Class 14 contains 35602 members 
Mstep: Class 15 contains 5727 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 15957 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85884 members 
Mstep: Class 23 contains 207881 members 
Mstep: Class 24 contains 6156 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849768.000000 Penalty: 54010.652344
Iteration 193Q: 26 clusters Score -5.384977e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 15504 members 
Mstep: Class 7 contains 9136 members 
Mstep: Class 8 contains 3464 members 
Mstep: Class 9 contains 807 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13224 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12494 members 
Mstep: Class 14 contains 35603 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 5691 members 
Mstep: Class 19 contains 15954 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 22 contains 85879 members 
Mstep: Class 23 contains 207845 members 
Mstep: Class 24 contains 6164 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849788.000000 Penalty: 54010.652344
Iteration 194Q: 26 clusters Score -5.384979e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 15571 members 
Mstep: Class 7 contains 9136 members 
Mstep: Class 8 contains 3459 members 
Mstep: Class 9 contains 808 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13163 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12508 members 
Mstep: Class 14 contains 35606 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5701 members 
Mstep: Class 19 contains 15951 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85877 members 
Mstep: Class 23 contains 207818 members 
Mstep: Class 24 contains 6174 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849804.000000 Penalty: 54010.652344
Iteration 195Q: 26 clusters Score -5.38498e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 15640 members 
Mstep: Class 7 contains 9136 members 
Mstep: Class 8 contains 3450 members 
Mstep: Class 9 contains 811 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13119 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12519 members 
Mstep: Class 14 contains 35606 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 15955 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2095 members 
Mstep: Class 22 contains 85871 members 
Mstep: Class 23 contains 207788 members 
Mstep: Class 24 contains 6186 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849796.000000 Penalty: 54010.652344
Iteration 196Q: 26 clusters Score -5.38498e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 15706 members 
Mstep: Class 7 contains 9136 members 
Mstep: Class 8 contains 3440 members 
Mstep: Class 9 contains 816 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13059 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12524 members 
Mstep: Class 14 contains 35606 members 
Mstep: Class 15 contains 5727 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 15961 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 85871 members 
Mstep: Class 23 contains 207769 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849856.000000 Penalty: 54010.652344
Iteration 197Q: 26 clusters Score -5.384986e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1691 members 
Mstep: Class 6 contains 15758 members 
Mstep: Class 7 contains 9136 members 
Mstep: Class 8 contains 3433 members 
Mstep: Class 9 contains 817 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 13013 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12529 members 
Mstep: Class 14 contains 35606 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 15964 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 85870 members 
Mstep: Class 23 contains 207745 members 
Mstep: Class 24 contains 6206 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849804.000000 Penalty: 54010.652344
Iteration 198Q: 26 clusters Score -5.38498e+07 nChanged 192
Entering ConstructFrom: 
Score: -53849804.000000 Penalty: 54010.652344
Entering ConstructFrom: 
Trying to split cluster 1 (66631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Entering Unmasked Estep 
Score: -6054938.000000 Penalty: 1804.875366
	Iteration 0F: 2 clusters Score -6054938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -6010327.000000 Penalty: 3609.750732
	Iteration 0F: 3 clusters Score -6010327 nChanged 31531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -6028726.000000 Penalty: 3609.750732
	Iteration 1F: 3 clusters Score -6028726 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -6029699.500000 Penalty: 3609.750732
	Iteration 2Q: 3 clusters Score -6029700 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -6031334.500000 Penalty: 3609.750732
	Iteration 3Q: 3 clusters Score -6031334 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -6034020.000000 Penalty: 3609.750732
	Iteration 4F: 3 clusters Score -6034020 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -6037717.500000 Penalty: 3609.750732
	Iteration 5F: 3 clusters Score -6037718 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -6041622.500000 Penalty: 3609.750732
	Iteration 6F: 3 clusters Score -6041622 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -6044764.000000 Penalty: 3609.750732
	Iteration 7F: 3 clusters Score -6044764 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -6046766.500000 Penalty: 3609.750732
	Iteration 8Q: 3 clusters Score -6046766 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -6047929.500000 Penalty: 3609.750732
	Iteration 9Q: 3 clusters Score -6047930 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -6048675.000000 Penalty: 3609.750732
	Iteration 10Q: 3 clusters Score -6048675 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -6049187.000000 Penalty: 3609.750732
	Iteration 11Q: 3 clusters Score -6049187 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 54135 members 
Entering Unmasked Estep 
Score: -6049559.000000 Penalty: 3609.750732
	Iteration 12Q: 3 clusters Score -6049559 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -6049849.500000 Penalty: 3609.750732
	Iteration 13Q: 3 clusters Score -6049850 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -6050185.500000 Penalty: 3609.750732
	Iteration 14Q: 3 clusters Score -6050186 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -6050503.500000 Penalty: 3609.750732
	Iteration 15Q: 3 clusters Score -6050504 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -6050785.000000 Penalty: 3609.750732
	Iteration 16Q: 3 clusters Score -6050785 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -6051071.000000 Penalty: 3609.750732
	Iteration 17Q: 3 clusters Score -6051071 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -6051380.000000 Penalty: 3609.750732
	Iteration 18Q: 3 clusters Score -6051380 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -6051715.500000 Penalty: 3609.750732
	Iteration 19Q: 3 clusters Score -6051716 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -6051980.500000 Penalty: 3609.750732
	Iteration 20F: 3 clusters Score -6051980 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -6052190.000000 Penalty: 3609.750732
	Iteration 21Q: 3 clusters Score -6052190 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -6052418.500000 Penalty: 3609.750732
	Iteration 22Q: 3 clusters Score -6052418 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -6052638.000000 Penalty: 3609.750732
	Iteration 23Q: 3 clusters Score -6052638 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -6052836.500000 Penalty: 3609.750732
	Iteration 24Q: 3 clusters Score -6052836 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -6052977.500000 Penalty: 3609.750732
	Iteration 25Q: 3 clusters Score -6052978 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -6053165.500000 Penalty: 3609.750732
	Iteration 26Q: 3 clusters Score -6053166 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -6053317.500000 Penalty: 3609.750732
	Iteration 27Q: 3 clusters Score -6053318 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -6053445.000000 Penalty: 3609.750732
	Iteration 28Q: 3 clusters Score -6053445 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -6053549.500000 Penalty: 3609.750732
	Iteration 29Q: 3 clusters Score -6053550 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -6053609.000000 Penalty: 3609.750732
	Iteration 30Q: 3 clusters Score -6053609 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -6053646.000000 Penalty: 3609.750732
	Iteration 31Q: 3 clusters Score -6053646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -6053681.000000 Penalty: 3609.750732
	Iteration 32Q: 3 clusters Score -6053681 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -6053717.000000 Penalty: 3609.750732
	Iteration 33Q: 3 clusters Score -6053717 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -6053727.000000 Penalty: 3609.750732
	Iteration 34Q: 3 clusters Score -6053727 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -6053760.500000 Penalty: 3609.750732
	Iteration 35Q: 3 clusters Score -6053760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
Score: -6053768.500000 Penalty: 3609.750732
	Iteration 36Q: 3 clusters Score -6053768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -6053763.500000 Penalty: 3609.750732
	Iteration 37Q: 3 clusters Score -6053764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -6053767.500000 Penalty: 3609.750732
	Iteration 38Q: 3 clusters Score -6053768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -6053774.500000 Penalty: 3609.750732
	Iteration 39Q: 3 clusters Score -6053774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -6053794.000000 Penalty: 3609.750732
	Iteration 40F: 3 clusters Score -6053794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -6053790.500000 Penalty: 3609.750732
	Iteration 41Q: 3 clusters Score -6053790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -6053800.500000 Penalty: 3609.750732
	Iteration 42Q: 3 clusters Score -6053800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -6053811.500000 Penalty: 3609.750732
	Iteration 43Q: 3 clusters Score -6053812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -6053814.500000 Penalty: 3609.750732
	Iteration 44Q: 3 clusters Score -6053814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -6053832.000000 Penalty: 3609.750732
	Iteration 45Q: 3 clusters Score -6053832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -6053823.000000 Penalty: 3609.750732
	Iteration 46Q: 3 clusters Score -6053823 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -6053845.500000 Penalty: 3609.750732
	Iteration 47Q: 3 clusters Score -6053846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -6053853.500000 Penalty: 3609.750732
	Iteration 48Q: 3 clusters Score -6053854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -6053864.000000 Penalty: 3609.750732
	Iteration 49Q: 3 clusters Score -6053864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -6053886.000000 Penalty: 3609.750732
	Iteration 50Q: 3 clusters Score -6053886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -6053904.500000 Penalty: 3609.750732
	Iteration 51Q: 3 clusters Score -6053904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -6053919.000000 Penalty: 3609.750732
	Iteration 52Q: 3 clusters Score -6053919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -6053923.500000 Penalty: 3609.750732
	Iteration 53Q: 3 clusters Score -6053924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -6053933.500000 Penalty: 3609.750732
	Iteration 54Q: 3 clusters Score -6053934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -6053939.000000 Penalty: 3609.750732
	Iteration 55Q: 3 clusters Score -6053939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -6053951.500000 Penalty: 3609.750732
	Iteration 56Q: 3 clusters Score -6053952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -6053972.000000 Penalty: 3609.750732
	Iteration 57Q: 3 clusters Score -6053972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 65113 members 
Entering Unmasked Estep 
Score: -6053984.500000 Penalty: 3609.750732
	Iteration 58Q: 3 clusters Score -6053984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -6053993.500000 Penalty: 3609.750732
	Iteration 59Q: 3 clusters Score -6053994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -6054002.000000 Penalty: 3609.750732
	Iteration 60F: 3 clusters Score -6054002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -6054017.000000 Penalty: 3609.750732
	Iteration 61Q: 3 clusters Score -6054017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -6054019.500000 Penalty: 3609.750732
	Iteration 62Q: 3 clusters Score -6054020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -6054030.500000 Penalty: 3609.750732
	Iteration 63Q: 3 clusters Score -6054030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -6054032.000000 Penalty: 3609.750732
	Iteration 64Q: 3 clusters Score -6054032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -6054037.000000 Penalty: 3609.750732
	Iteration 65Q: 3 clusters Score -6054037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -6054038.500000 Penalty: 3609.750732
	Iteration 66Q: 3 clusters Score -6054038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -6054054.000000 Penalty: 3609.750732
	Iteration 67Q: 3 clusters Score -6054054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -6054060.500000 Penalty: 3609.750732
	Iteration 68Q: 3 clusters Score -6054060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 65008 members 
Entering Unmasked Estep 
Score: -6054061.000000 Penalty: 3609.750732
	Iteration 69Q: 3 clusters Score -6054061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 65003 members 
Entering Unmasked Estep 
Score: -6054057.500000 Penalty: 3609.750732
	Iteration 70Q: 3 clusters Score -6054058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -6054064.500000 Penalty: 3609.750732
	Iteration 71Q: 3 clusters Score -6054064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -6054059.500000 Penalty: 3609.750732
	Iteration 72Q: 3 clusters Score -6054060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -6054060.000000 Penalty: 3609.750732
	Iteration 73Q: 3 clusters Score -6054060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -6054067.500000 Penalty: 3609.750732
	Iteration 74Q: 3 clusters Score -6054068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 64981 members 
Entering Unmasked Estep 
Score: -6054067.500000 Penalty: 3609.750732
	Iteration 75Q: 3 clusters Score -6054068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -6054065.000000 Penalty: 3609.750732
	Iteration 76Q: 3 clusters Score -6054065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -6054071.000000 Penalty: 3609.750732
	Iteration 77Q: 3 clusters Score -6054071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -6054068.000000 Penalty: 3609.750732
	Iteration 78Q: 3 clusters Score -6054068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -6054067.000000 Penalty: 3609.750732
	Iteration 79Q: 3 clusters Score -6054067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -6054069.500000 Penalty: 3609.750732
	Iteration 80F: 3 clusters Score -6054070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -6054071.000000 Penalty: 3609.750732
	Iteration 81Q: 3 clusters Score -6054071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -6054072.500000 Penalty: 3609.750732
	Iteration 82Q: 3 clusters Score -6054072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -6054072.000000 Penalty: 3609.750732
	Iteration 83Q: 3 clusters Score -6054072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -6054076.500000 Penalty: 3609.750732
	Iteration 84Q: 3 clusters Score -6054076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -6054071.500000 Penalty: 3609.750732
	Iteration 85Q: 3 clusters Score -6054072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -6054071.500000 Penalty: 3609.750732
	Iteration 86F: 3 clusters Score -6054072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (76998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Entering Unmasked Estep 
Score: -7614153.500000 Penalty: 1828.374390
	Iteration 0F: 2 clusters Score -7614154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -7563211.500000 Penalty: 3656.748779
	Iteration 0F: 3 clusters Score -7563212 nChanged 36619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -7584295.500000 Penalty: 3656.748779
	Iteration 1F: 3 clusters Score -7584296 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -7584972.000000 Penalty: 3656.748779
	Iteration 2Q: 3 clusters Score -7584972 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -7585872.500000 Penalty: 3656.748779
	Iteration 3Q: 3 clusters Score -7585872 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -7587203.000000 Penalty: 3656.748779
	Iteration 4Q: 3 clusters Score -7587203 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -7589008.500000 Penalty: 3656.748779
	Iteration 5Q: 3 clusters Score -7589008 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -7591727.500000 Penalty: 3656.748779
	Iteration 6F: 3 clusters Score -7591728 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -7595090.000000 Penalty: 3656.748779
	Iteration 7F: 3 clusters Score -7595090 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -7598345.500000 Penalty: 3656.748779
	Iteration 8F: 3 clusters Score -7598346 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -7600594.500000 Penalty: 3656.748779
	Iteration 9F: 3 clusters Score -7600594 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -7602012.000000 Penalty: 3656.748779
	Iteration 10Q: 3 clusters Score -7602012 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -7602924.500000 Penalty: 3656.748779
	Iteration 11Q: 3 clusters Score -7602924 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -7603624.500000 Penalty: 3656.748779
	Iteration 12Q: 3 clusters Score -7603624 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -7604260.500000 Penalty: 3656.748779
	Iteration 13Q: 3 clusters Score -7604260 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -7605019.500000 Penalty: 3656.748779
	Iteration 14Q: 3 clusters Score -7605020 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -7605796.500000 Penalty: 3656.748779
	Iteration 15Q: 3 clusters Score -7605796 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -7606617.500000 Penalty: 3656.748779
	Iteration 16Q: 3 clusters Score -7606618 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -7607364.000000 Penalty: 3656.748779
	Iteration 17Q: 3 clusters Score -7607364 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -7608105.000000 Penalty: 3656.748779
	Iteration 18Q: 3 clusters Score -7608105 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -7608790.500000 Penalty: 3656.748779
	Iteration 19Q: 3 clusters Score -7608790 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -7609491.000000 Penalty: 3656.748779
	Iteration 20F: 3 clusters Score -7609491 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73429 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -7610242.000000 Penalty: 3656.748779
	Iteration 21Q: 3 clusters Score -7610242 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -7610890.000000 Penalty: 3656.748779
	Iteration 22Q: 3 clusters Score -7610890 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7611403.500000 Penalty: 3656.748779
	Iteration 23Q: 3 clusters Score -7611404 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7611828.500000 Penalty: 3656.748779
	Iteration 24Q: 3 clusters Score -7611828 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7612096.500000 Penalty: 3656.748779
	Iteration 25Q: 3 clusters Score -7612096 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7612250.500000 Penalty: 3656.748779
	Iteration 26Q: 3 clusters Score -7612250 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7612367.500000 Penalty: 3656.748779
	Iteration 27Q: 3 clusters Score -7612368 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7612426.000000 Penalty: 3656.748779
	Iteration 28Q: 3 clusters Score -7612426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7612474.500000 Penalty: 3656.748779
	Iteration 29Q: 3 clusters Score -7612474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7612506.500000 Penalty: 3656.748779
	Iteration 30Q: 3 clusters Score -7612506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7612536.000000 Penalty: 3656.748779
	Iteration 31Q: 3 clusters Score -7612536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76686 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7612542.000000 Penalty: 3656.748779
	Iteration 32Q: 3 clusters Score -7612542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7612561.500000 Penalty: 3656.748779
	Iteration 33Q: 3 clusters Score -7612562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7612571.500000 Penalty: 3656.748779
	Iteration 34Q: 3 clusters Score -7612572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7612586.500000 Penalty: 3656.748779
	Iteration 35Q: 3 clusters Score -7612586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7612590.500000 Penalty: 3656.748779
	Iteration 36Q: 3 clusters Score -7612590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7612600.000000 Penalty: 3656.748779
	Iteration 37Q: 3 clusters Score -7612600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7612606.000000 Penalty: 3656.748779
	Iteration 38Q: 3 clusters Score -7612606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7612614.500000 Penalty: 3656.748779
	Iteration 39Q: 3 clusters Score -7612614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76732 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7612616.000000 Penalty: 3656.748779
	Iteration 40F: 3 clusters Score -7612616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76735 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7612621.000000 Penalty: 3656.748779
	Iteration 41Q: 3 clusters Score -7612621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7612621.500000 Penalty: 3656.748779
	Iteration 42Q: 3 clusters Score -7612622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7612624.000000 Penalty: 3656.748779
	Iteration 43Q: 3 clusters Score -7612624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7612624.000000 Penalty: 3656.748779
	Iteration 44F: 3 clusters Score -7612624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -661287.562500 Penalty: 1431.262695
	Iteration 0F: 2 clusters Score -661287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -656242.875000 Penalty: 2862.525391
	Iteration 0F: 3 clusters Score -656242.9 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -657726.062500 Penalty: 2862.525391
	Iteration 1F: 3 clusters Score -657726.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -657885.562500 Penalty: 2862.525391
	Iteration 2F: 3 clusters Score -657885.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -657989.437500 Penalty: 2862.525391
	Iteration 3Q: 3 clusters Score -657989.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -658082.375000 Penalty: 2862.525391
	Iteration 4Q: 3 clusters Score -658082.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -658168.875000 Penalty: 2862.525391
	Iteration 5Q: 3 clusters Score -658168.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -658245.250000 Penalty: 2862.525391
	Iteration 6Q: 3 clusters Score -658245.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -658326.875000 Penalty: 2862.525391
	Iteration 7Q: 3 clusters Score -658326.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -658404.000000 Penalty: 2862.525391
	Iteration 8Q: 3 clusters Score -658404 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -658489.187500 Penalty: 2862.525391
	Iteration 9Q: 3 clusters Score -658489.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -658599.937500 Penalty: 2862.525391
	Iteration 10Q: 3 clusters Score -658599.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -658756.062500 Penalty: 2862.525391
	Iteration 11Q: 3 clusters Score -658756.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -658959.000000 Penalty: 2862.525391
	Iteration 12Q: 3 clusters Score -658959 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -659166.937500 Penalty: 2862.525391
	Iteration 13Q: 3 clusters Score -659166.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -659360.437500 Penalty: 2862.525391
	Iteration 14Q: 3 clusters Score -659360.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -659518.250000 Penalty: 2862.525391
	Iteration 15Q: 3 clusters Score -659518.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -659661.125000 Penalty: 2862.525391
	Iteration 16Q: 3 clusters Score -659661.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -659766.125000 Penalty: 2862.525391
	Iteration 17Q: 3 clusters Score -659766.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -659842.125000 Penalty: 2862.525391
	Iteration 18Q: 3 clusters Score -659842.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -659885.437500 Penalty: 2862.525391
	Iteration 19Q: 3 clusters Score -659885.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -659931.062500 Penalty: 2862.525391
	Iteration 20F: 3 clusters Score -659931.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -659969.187500 Penalty: 2862.525391
	Iteration 21Q: 3 clusters Score -659969.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -659989.125000 Penalty: 2862.525391
	Iteration 22Q: 3 clusters Score -659989.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -659999.687500 Penalty: 2862.525391
	Iteration 23Q: 3 clusters Score -659999.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -660010.687500 Penalty: 2862.525391
	Iteration 24Q: 3 clusters Score -660010.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -660027.125000 Penalty: 2862.525391
	Iteration 25Q: 3 clusters Score -660027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -660035.500000 Penalty: 2862.525391
	Iteration 26Q: 3 clusters Score -660035.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -660041.687500 Penalty: 2862.525391
	Iteration 27Q: 3 clusters Score -660041.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -660047.062500 Penalty: 2862.525391
	Iteration 28Q: 3 clusters Score -660047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -660052.000000 Penalty: 2862.525391
	Iteration 29Q: 3 clusters Score -660052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -660051.812500 Penalty: 2862.525391
	Iteration 30Q: 3 clusters Score -660051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -660051.812500 Penalty: 2862.525391
	Iteration 31F: 3 clusters Score -660051.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -108853.250000 Penalty: 1144.513550
	Iteration 0F: 2 clusters Score -108853.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -107295.320312 Penalty: 2289.027100
	Iteration 0F: 3 clusters Score -107295.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -107575.210938 Penalty: 2289.027100
	Iteration 1F: 3 clusters Score -107575.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -107640.523438 Penalty: 2289.027100
	Iteration 2F: 3 clusters Score -107640.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -107668.968750 Penalty: 2289.027100
	Iteration 3Q: 3 clusters Score -107669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -107682.718750 Penalty: 2289.027100
	Iteration 4Q: 3 clusters Score -107682.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -107691.429688 Penalty: 2289.027100
	Iteration 5Q: 3 clusters Score -107691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -107694.210938 Penalty: 2289.027100
	Iteration 6Q: 3 clusters Score -107694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -107696.421875 Penalty: 2289.027100
	Iteration 7Q: 3 clusters Score -107696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -107697.539062 Penalty: 2289.027100
	Iteration 8Q: 3 clusters Score -107697.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -107697.742188 Penalty: 2289.027100
	Iteration 9Q: 3 clusters Score -107697.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -107697.742188 Penalty: 2289.027100
	Iteration 10F: 3 clusters Score -107697.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -136457.312500 Penalty: 1207.297119
	Iteration 0F: 2 clusters Score -136457.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -134549.234375 Penalty: 2414.594238
	Iteration 0F: 3 clusters Score -134549.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134974.093750 Penalty: 2414.594238
	Iteration 1F: 3 clusters Score -134974.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -135155.312500 Penalty: 2414.594238
	Iteration 2F: 3 clusters Score -135155.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -135303.390625 Penalty: 2414.594238
	Iteration 3F: 3 clusters Score -135303.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -135400.718750 Penalty: 2414.594238
	Iteration 4F: 3 clusters Score -135400.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -135492.312500 Penalty: 2414.594238
	Iteration 5Q: 3 clusters Score -135492.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -135557.468750 Penalty: 2414.594238
	Iteration 6Q: 3 clusters Score -135557.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -135618.921875 Penalty: 2414.594238
	Iteration 7Q: 3 clusters Score -135618.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -135661.203125 Penalty: 2414.594238
	Iteration 8Q: 3 clusters Score -135661.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -135704.015625 Penalty: 2414.594238
	Iteration 9Q: 3 clusters Score -135704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -135758.140625 Penalty: 2414.594238
	Iteration 10Q: 3 clusters Score -135758.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -135820.265625 Penalty: 2414.594238
	Iteration 11Q: 3 clusters Score -135820.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -135916.375000 Penalty: 2414.594238
	Iteration 12Q: 3 clusters Score -135916.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -135995.671875 Penalty: 2414.594238
	Iteration 13Q: 3 clusters Score -135995.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -136057.250000 Penalty: 2414.594238
	Iteration 14Q: 3 clusters Score -136057.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -136106.406250 Penalty: 2414.594238
	Iteration 15Q: 3 clusters Score -136106.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -136147.890625 Penalty: 2414.594238
	Iteration 16Q: 3 clusters Score -136147.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -136188.593750 Penalty: 2414.594238
	Iteration 17Q: 3 clusters Score -136188.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -136214.562500 Penalty: 2414.594238
	Iteration 18Q: 3 clusters Score -136214.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -136230.125000 Penalty: 2414.594238
	Iteration 19Q: 3 clusters Score -136230.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -136241.500000 Penalty: 2414.594238
	Iteration 20F: 3 clusters Score -136241.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -136249.687500 Penalty: 2414.594238
	Iteration 21Q: 3 clusters Score -136249.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -136255.734375 Penalty: 2414.594238
	Iteration 22Q: 3 clusters Score -136255.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -136258.265625 Penalty: 2414.594238
	Iteration 23Q: 3 clusters Score -136258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -136261.437500 Penalty: 2414.594238
	Iteration 24Q: 3 clusters Score -136261.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -136262.734375 Penalty: 2414.594238
	Iteration 25Q: 3 clusters Score -136262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -136262.890625 Penalty: 2414.594238
	Iteration 26Q: 3 clusters Score -136262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -136262.890625 Penalty: 2414.594238
	Iteration 27F: 3 clusters Score -136262.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Entering Unmasked Estep 
Score: -1441692.375000 Penalty: 1571.227661
	Iteration 0F: 2 clusters Score -1441692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1430803.000000 Penalty: 3142.455322
	Iteration 0F: 3 clusters Score -1430803 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1434661.250000 Penalty: 3142.455322
	Iteration 1F: 3 clusters Score -1434661 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1435062.125000 Penalty: 3142.455322
	Iteration 2F: 3 clusters Score -1435062 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1435461.625000 Penalty: 3142.455322
	Iteration 3F: 3 clusters Score -1435462 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1435887.500000 Penalty: 3142.455322
	Iteration 4F: 3 clusters Score -1435888 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1436340.625000 Penalty: 3142.455322
	Iteration 5Q: 3 clusters Score -1436341 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1436850.750000 Penalty: 3142.455322
	Iteration 6F: 3 clusters Score -1436851 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1437288.000000 Penalty: 3142.455322
	Iteration 7Q: 3 clusters Score -1437288 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1437710.000000 Penalty: 3142.455322
	Iteration 8Q: 3 clusters Score -1437710 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1438101.625000 Penalty: 3142.455322
	Iteration 9Q: 3 clusters Score -1438102 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1438404.750000 Penalty: 3142.455322
	Iteration 10Q: 3 clusters Score -1438405 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1438615.875000 Penalty: 3142.455322
	Iteration 11Q: 3 clusters Score -1438616 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1438741.000000 Penalty: 3142.455322
	Iteration 12Q: 3 clusters Score -1438741 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1438819.125000 Penalty: 3142.455322
	Iteration 13Q: 3 clusters Score -1438819 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1438867.250000 Penalty: 3142.455322
	Iteration 14Q: 3 clusters Score -1438867 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1438913.000000 Penalty: 3142.455322
	Iteration 15Q: 3 clusters Score -1438913 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1438960.500000 Penalty: 3142.455322
	Iteration 16Q: 3 clusters Score -1438960 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1438998.250000 Penalty: 3142.455322
	Iteration 17Q: 3 clusters Score -1438998 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1439033.125000 Penalty: 3142.455322
	Iteration 18Q: 3 clusters Score -1439033 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1439056.875000 Penalty: 3142.455322
	Iteration 19Q: 3 clusters Score -1439057 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1439067.250000 Penalty: 3142.455322
	Iteration 20F: 3 clusters Score -1439067 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1439077.000000 Penalty: 3142.455322
	Iteration 21Q: 3 clusters Score -1439077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1439083.750000 Penalty: 3142.455322
	Iteration 22Q: 3 clusters Score -1439084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1439091.750000 Penalty: 3142.455322
	Iteration 23Q: 3 clusters Score -1439092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1439101.000000 Penalty: 3142.455322
	Iteration 24Q: 3 clusters Score -1439101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1439104.750000 Penalty: 3142.455322
	Iteration 25Q: 3 clusters Score -1439105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1439106.875000 Penalty: 3142.455322
	Iteration 26Q: 3 clusters Score -1439107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1439108.875000 Penalty: 3142.455322
	Iteration 27Q: 3 clusters Score -1439109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1439112.625000 Penalty: 3142.455322
	Iteration 28Q: 3 clusters Score -1439113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1439115.500000 Penalty: 3142.455322
	Iteration 29Q: 3 clusters Score -1439116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1439121.250000 Penalty: 3142.455322
	Iteration 30Q: 3 clusters Score -1439121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1439120.500000 Penalty: 3142.455322
	Iteration 31Q: 3 clusters Score -1439120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1439132.250000 Penalty: 3142.455322
	Iteration 32Q: 3 clusters Score -1439132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1439135.750000 Penalty: 3142.455322
	Iteration 33Q: 3 clusters Score -1439136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1439137.250000 Penalty: 3142.455322
	Iteration 34Q: 3 clusters Score -1439137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1439136.500000 Penalty: 3142.455322
	Iteration 35Q: 3 clusters Score -1439136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1439141.625000 Penalty: 3142.455322
	Iteration 36Q: 3 clusters Score -1439142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1439152.250000 Penalty: 3142.455322
	Iteration 37Q: 3 clusters Score -1439152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1439154.250000 Penalty: 3142.455322
	Iteration 38Q: 3 clusters Score -1439154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1439156.250000 Penalty: 3142.455322
	Iteration 39Q: 3 clusters Score -1439156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1439161.625000 Penalty: 3142.455322
	Iteration 40F: 3 clusters Score -1439162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1439164.750000 Penalty: 3142.455322
	Iteration 41Q: 3 clusters Score -1439165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1439171.250000 Penalty: 3142.455322
	Iteration 42Q: 3 clusters Score -1439171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1439177.000000 Penalty: 3142.455322
	Iteration 43Q: 3 clusters Score -1439177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1439182.875000 Penalty: 3142.455322
	Iteration 44Q: 3 clusters Score -1439183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1439188.500000 Penalty: 3142.455322
	Iteration 45Q: 3 clusters Score -1439188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1439197.500000 Penalty: 3142.455322
	Iteration 46Q: 3 clusters Score -1439198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1439203.625000 Penalty: 3142.455322
	Iteration 47Q: 3 clusters Score -1439204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1439207.125000 Penalty: 3142.455322
	Iteration 48Q: 3 clusters Score -1439207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1439218.750000 Penalty: 3142.455322
	Iteration 49Q: 3 clusters Score -1439219 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1439225.375000 Penalty: 3142.455322
	Iteration 50Q: 3 clusters Score -1439225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1439228.625000 Penalty: 3142.455322
	Iteration 51Q: 3 clusters Score -1439229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1439232.125000 Penalty: 3142.455322
	Iteration 52Q: 3 clusters Score -1439232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1439232.375000 Penalty: 3142.455322
	Iteration 53Q: 3 clusters Score -1439232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1439233.875000 Penalty: 3142.455322
	Iteration 54Q: 3 clusters Score -1439234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1439238.625000 Penalty: 3142.455322
	Iteration 55Q: 3 clusters Score -1439239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1439237.750000 Penalty: 3142.455322
	Iteration 56Q: 3 clusters Score -1439238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1439242.250000 Penalty: 3142.455322
	Iteration 57Q: 3 clusters Score -1439242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1439244.250000 Penalty: 3142.455322
	Iteration 58Q: 3 clusters Score -1439244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1439242.500000 Penalty: 3142.455322
	Iteration 59Q: 3 clusters Score -1439242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1439247.750000 Penalty: 3142.455322
	Iteration 60F: 3 clusters Score -1439248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1439252.875000 Penalty: 3142.455322
	Iteration 61Q: 3 clusters Score -1439253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1439251.750000 Penalty: 3142.455322
	Iteration 62Q: 3 clusters Score -1439252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1439257.500000 Penalty: 3142.455322
	Iteration 63Q: 3 clusters Score -1439258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1439264.625000 Penalty: 3142.455322
	Iteration 64Q: 3 clusters Score -1439265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1439263.625000 Penalty: 3142.455322
	Iteration 65Q: 3 clusters Score -1439264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1439264.875000 Penalty: 3142.455322
	Iteration 66Q: 3 clusters Score -1439265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1439267.750000 Penalty: 3142.455322
	Iteration 67Q: 3 clusters Score -1439268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1439265.750000 Penalty: 3142.455322
	Iteration 68Q: 3 clusters Score -1439266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1439268.625000 Penalty: 3142.455322
	Iteration 69Q: 3 clusters Score -1439269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1439268.750000 Penalty: 3142.455322
	Iteration 70Q: 3 clusters Score -1439269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1439270.000000 Penalty: 3142.455322
	Iteration 71Q: 3 clusters Score -1439270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1439271.250000 Penalty: 3142.455322
	Iteration 72Q: 3 clusters Score -1439271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1439273.250000 Penalty: 3142.455322
	Iteration 73Q: 3 clusters Score -1439273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1439273.125000 Penalty: 3142.455322
	Iteration 74Q: 3 clusters Score -1439273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1439274.000000 Penalty: 3142.455322
	Iteration 75Q: 3 clusters Score -1439274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1439275.250000 Penalty: 3142.455322
	Iteration 76Q: 3 clusters Score -1439275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1439278.875000 Penalty: 3142.455322
	Iteration 77Q: 3 clusters Score -1439279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1439278.000000 Penalty: 3142.455322
	Iteration 78Q: 3 clusters Score -1439278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1439280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1439280 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1439278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1439278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1439277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1439278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1439279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1439280 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1439278 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1439281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1439283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1439281 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1439282 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1439283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1439280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1439280 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1439281 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1439281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1439282 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10410 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1439285 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1439285 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1439288 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1439292 nChanged 27
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Mstep: Class 1 contains 10501 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1439293 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10529 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1439295 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1439300 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10579 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1439306 nChanged 34
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Mstep: Class 1 contains 10611 members 
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	Iteration 106Q: 3 clusters Score -1439310 nChanged 48
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Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1439322 nChanged 41
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Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1439324 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10744 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1439332 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1439337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1439346 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10888 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1439355 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1439365 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11026 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1439385 nChanged 88
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Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4709 members 
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	Iteration 115Q: 3 clusters Score -1439404 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1439441 nChanged 111
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Mstep: Class 1 contains 11332 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1439479 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1439512 nChanged 117
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Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1439550 nChanged 113
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Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1439584 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1439624 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1439664 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 3815 members 
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	Iteration 123Q: 3 clusters Score -1439699 nChanged 118
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Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1439728 nChanged 98
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Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 3607 members 
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	Iteration 125Q: 3 clusters Score -1439760 nChanged 111
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Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1439787 nChanged 89
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Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1439810 nChanged 84
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Mstep: Class 1 contains 12488 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1439832 nChanged 72
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Mstep: Class 1 contains 12560 members 
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	Iteration 129Q: 3 clusters Score -1439850 nChanged 70
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Mstep: Class 1 contains 12630 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1439866 nChanged 62
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Mstep: Class 1 contains 12692 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1439881 nChanged 55
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Mstep: Class 1 contains 12745 members 
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	Iteration 132Q: 3 clusters Score -1439894 nChanged 61
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Mstep: Class 1 contains 12806 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1439918 nChanged 65
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Mstep: Class 1 contains 12867 members 
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	Iteration 134Q: 3 clusters Score -1439932 nChanged 45
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Mstep: Class 1 contains 12908 members 
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	Iteration 135Q: 3 clusters Score -1439936 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12956 members 
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	Iteration 136Q: 3 clusters Score -1439950 nChanged 50
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	Iteration 137Q: 3 clusters Score -1439955 nChanged 43
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	Iteration 138Q: 3 clusters Score -1439966 nChanged 42
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Mstep: Class 1 contains 13083 members 
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	Iteration 139Q: 3 clusters Score -1439976 nChanged 42
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Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 2698 members 
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	Iteration 140F: 3 clusters Score -1439984 nChanged 46
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Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2652 members 
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	Iteration 141Q: 3 clusters Score -1439998 nChanged 58
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Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1440016 nChanged 48
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Mstep: Class 1 contains 13271 members 
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	Iteration 143Q: 3 clusters Score -1440027 nChanged 54
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	Iteration 144Q: 3 clusters Score -1440041 nChanged 50
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	Iteration 145Q: 3 clusters Score -1440056 nChanged 45
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	Iteration 146Q: 3 clusters Score -1440065 nChanged 41
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	Iteration 147Q: 3 clusters Score -1440080 nChanged 54
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Mstep: Class 1 contains 13501 members 
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	Iteration 148Q: 3 clusters Score -1440102 nChanged 49
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	Iteration 149Q: 3 clusters Score -1440118 nChanged 53
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	Iteration 150Q: 3 clusters Score -1440134 nChanged 43
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Mstep: Class 1 contains 13640 members 
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	Iteration 151Q: 3 clusters Score -1440144 nChanged 39
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	Iteration 152Q: 3 clusters Score -1440153 nChanged 36
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	Iteration 153Q: 3 clusters Score -1440164 nChanged 34
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	Iteration 154Q: 3 clusters Score -1440174 nChanged 30
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Mstep: Class 1 contains 13771 members 
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	Iteration 155Q: 3 clusters Score -1440178 nChanged 23
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	Iteration 156Q: 3 clusters Score -1440184 nChanged 21
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Mstep: Class 2 contains 2012 members 
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	Iteration 157Q: 3 clusters Score -1440185 nChanged 17
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Mstep: Class 2 contains 1995 members 
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	Iteration 158Q: 3 clusters Score -1440188 nChanged 19
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	Iteration 159Q: 3 clusters Score -1440194 nChanged 23
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	Iteration 160F: 3 clusters Score -1440198 nChanged 21
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1440201 nChanged 23
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	Iteration 162Q: 3 clusters Score -1440211 nChanged 27
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	Iteration 163Q: 3 clusters Score -1440216 nChanged 21
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	Iteration 164Q: 3 clusters Score -1440224 nChanged 23
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1440226 nChanged 20
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Entering Unmasked Estep 
Score: -1440235.875000 Penalty: 3142.455322
	Iteration 166Q: 3 clusters Score -1440236 nChanged 15
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1440237 nChanged 15
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1440238 nChanged 13
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Entering Unmasked Estep 
Score: -1440243.375000 Penalty: 3142.455322
	Iteration 169Q: 3 clusters Score -1440243 nChanged 12
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1440243 nChanged 12
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	Iteration 171Q: 3 clusters Score -1440247 nChanged 9
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	Iteration 172Q: 3 clusters Score -1440248 nChanged 5
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Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1440250.250000 Penalty: 3142.455322
	Iteration 173Q: 3 clusters Score -1440250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1440251.375000 Penalty: 3142.455322
	Iteration 174Q: 3 clusters Score -1440251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1440251.000000 Penalty: 3142.455322
	Iteration 175Q: 3 clusters Score -1440251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1440253.125000 Penalty: 3142.455322
	Iteration 176Q: 3 clusters Score -1440253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1440253.500000 Penalty: 3142.455322
	Iteration 177Q: 3 clusters Score -1440254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1440254.500000 Penalty: 3142.455322
	Iteration 178Q: 3 clusters Score -1440254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1440254.875000 Penalty: 3142.455322
	Iteration 179Q: 3 clusters Score -1440255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1440259.500000 Penalty: 3142.455322
	Iteration 180F: 3 clusters Score -1440260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1440259.500000 Penalty: 3142.455322
	Iteration 181Q: 3 clusters Score -1440260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1440259.875000 Penalty: 3142.455322
	Iteration 182Q: 3 clusters Score -1440260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1440262.250000 Penalty: 3142.455322
	Iteration 183Q: 3 clusters Score -1440262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1440269.000000 Penalty: 3142.455322
	Iteration 184Q: 3 clusters Score -1440269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1440270.750000 Penalty: 3142.455322
	Iteration 185Q: 3 clusters Score -1440271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1440272.000000 Penalty: 3142.455322
	Iteration 186Q: 3 clusters Score -1440272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1440273.500000 Penalty: 3142.455322
	Iteration 187Q: 3 clusters Score -1440274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1440274.750000 Penalty: 3142.455322
	Iteration 188Q: 3 clusters Score -1440275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1440275.000000 Penalty: 3142.455322
	Iteration 189Q: 3 clusters Score -1440275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1440275.375000 Penalty: 3142.455322
	Iteration 190Q: 3 clusters Score -1440275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1440275.125000 Penalty: 3142.455322
	Iteration 191Q: 3 clusters Score -1440275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1440277.375000 Penalty: 3142.455322
	Iteration 192Q: 3 clusters Score -1440277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1440277.000000 Penalty: 3142.455322
	Iteration 193Q: 3 clusters Score -1440277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1440279.625000 Penalty: 3142.455322
	Iteration 194Q: 3 clusters Score -1440280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1440280.500000 Penalty: 3142.455322
	Iteration 195Q: 3 clusters Score -1440280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1440278.000000 Penalty: 3142.455322
	Iteration 196Q: 3 clusters Score -1440278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1440280.125000 Penalty: 3142.455322
	Iteration 197Q: 3 clusters Score -1440280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1440281.375000 Penalty: 3142.455322
	Iteration 198Q: 3 clusters Score -1440281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1440282.250000 Penalty: 3142.455322
	Iteration 199Q: 3 clusters Score -1440282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1440284.750000 Penalty: 3142.455322
	Iteration 200F: 3 clusters Score -1440285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1440286.000000 Penalty: 3142.455322
	Iteration 201Q: 3 clusters Score -1440286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1440287.875000 Penalty: 3142.455322
	Iteration 202Q: 3 clusters Score -1440288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1440291.125000 Penalty: 3142.455322
	Iteration 203Q: 3 clusters Score -1440291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1440288.125000 Penalty: 3142.455322
	Iteration 204Q: 3 clusters Score -1440288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1440289.250000 Penalty: 3142.455322
	Iteration 205Q: 3 clusters Score -1440289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1440289.875000 Penalty: 3142.455322
	Iteration 206Q: 3 clusters Score -1440290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1440289.875000 Penalty: 3142.455322
	Iteration 207F: 3 clusters Score -1440290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Entering Unmasked Estep 
Score: -852543.125000 Penalty: 1482.014282
	Iteration 0F: 2 clusters Score -852543.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -845935.312500 Penalty: 2964.028564
	Iteration 0F: 3 clusters Score -845935.3 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -848081.437500 Penalty: 2964.028564
	Iteration 1F: 3 clusters Score -848081.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -848314.000000 Penalty: 2964.028564
	Iteration 2F: 3 clusters Score -848314 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -848518.000000 Penalty: 2964.028564
	Iteration 3F: 3 clusters Score -848518 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -848743.875000 Penalty: 2964.028564
	Iteration 4Q: 3 clusters Score -848743.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -849019.437500 Penalty: 2964.028564
	Iteration 5F: 3 clusters Score -849019.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -849371.562500 Penalty: 2964.028564
	Iteration 6F: 3 clusters Score -849371.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -849807.437500 Penalty: 2964.028564
	Iteration 7F: 3 clusters Score -849807.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -850249.062500 Penalty: 2964.028564
	Iteration 8F: 3 clusters Score -850249.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -850630.125000 Penalty: 2964.028564
	Iteration 9Q: 3 clusters Score -850630.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -850872.125000 Penalty: 2964.028564
	Iteration 10Q: 3 clusters Score -850872.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -851031.562500 Penalty: 2964.028564
	Iteration 11Q: 3 clusters Score -851031.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -851119.562500 Penalty: 2964.028564
	Iteration 12Q: 3 clusters Score -851119.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -851167.562500 Penalty: 2964.028564
	Iteration 13Q: 3 clusters Score -851167.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -851201.625000 Penalty: 2964.028564
	Iteration 14Q: 3 clusters Score -851201.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -851216.500000 Penalty: 2964.028564
	Iteration 15Q: 3 clusters Score -851216.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -851232.500000 Penalty: 2964.028564
	Iteration 16Q: 3 clusters Score -851232.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -851243.437500 Penalty: 2964.028564
	Iteration 17Q: 3 clusters Score -851243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -851246.250000 Penalty: 2964.028564
	Iteration 18Q: 3 clusters Score -851246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -851248.125000 Penalty: 2964.028564
	Iteration 19Q: 3 clusters Score -851248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -851248.375000 Penalty: 2964.028564
	Iteration 20F: 3 clusters Score -851248.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -851250.312500 Penalty: 2964.028564
	Iteration 21Q: 3 clusters Score -851250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -851253.437500 Penalty: 2964.028564
	Iteration 22Q: 3 clusters Score -851253.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -851259.937500 Penalty: 2964.028564
	Iteration 23Q: 3 clusters Score -851259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -851264.625000 Penalty: 2964.028564
	Iteration 24Q: 3 clusters Score -851264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -851267.250000 Penalty: 2964.028564
	Iteration 25Q: 3 clusters Score -851267.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -851267.250000 Penalty: 2964.028564
	Iteration 26F: 3 clusters Score -851267.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Entering Unmasked Estep 
Score: -278446.343750 Penalty: 1322.374390
	Iteration 0F: 2 clusters Score -278446.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -275429.625000 Penalty: 2644.748779
	Iteration 0F: 3 clusters Score -275429.6 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -276167.000000 Penalty: 2644.748779
	Iteration 1F: 3 clusters Score -276167 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -276316.312500 Penalty: 2644.748779
	Iteration 2F: 3 clusters Score -276316.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -276420.125000 Penalty: 2644.748779
	Iteration 3F: 3 clusters Score -276420.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -276485.937500 Penalty: 2644.748779
	Iteration 4Q: 3 clusters Score -276485.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -276543.125000 Penalty: 2644.748779
	Iteration 5Q: 3 clusters Score -276543.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -276591.500000 Penalty: 2644.748779
	Iteration 6Q: 3 clusters Score -276591.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -276651.437500 Penalty: 2644.748779
	Iteration 7Q: 3 clusters Score -276651.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -276705.437500 Penalty: 2644.748779
	Iteration 8Q: 3 clusters Score -276705.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -276757.218750 Penalty: 2644.748779
	Iteration 9Q: 3 clusters Score -276757.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -276809.062500 Penalty: 2644.748779
	Iteration 10Q: 3 clusters Score -276809.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -276851.218750 Penalty: 2644.748779
	Iteration 11Q: 3 clusters Score -276851.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -276880.156250 Penalty: 2644.748779
	Iteration 12Q: 3 clusters Score -276880.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -276904.250000 Penalty: 2644.748779
	Iteration 13Q: 3 clusters Score -276904.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -276928.812500 Penalty: 2644.748779
	Iteration 14Q: 3 clusters Score -276928.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -276947.812500 Penalty: 2644.748779
	Iteration 15Q: 3 clusters Score -276947.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -276967.781250 Penalty: 2644.748779
	Iteration 16Q: 3 clusters Score -276967.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -276984.750000 Penalty: 2644.748779
	Iteration 17Q: 3 clusters Score -276984.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -276994.750000 Penalty: 2644.748779
	Iteration 18Q: 3 clusters Score -276994.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -277003.156250 Penalty: 2644.748779
	Iteration 19Q: 3 clusters Score -277003.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -277011.062500 Penalty: 2644.748779
	Iteration 20F: 3 clusters Score -277011.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -277019.000000 Penalty: 2644.748779
	Iteration 21Q: 3 clusters Score -277019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -277023.093750 Penalty: 2644.748779
	Iteration 22Q: 3 clusters Score -277023.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -277026.875000 Penalty: 2644.748779
	Iteration 23Q: 3 clusters Score -277026.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -277033.625000 Penalty: 2644.748779
	Iteration 24Q: 3 clusters Score -277033.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -277039.468750 Penalty: 2644.748779
	Iteration 25Q: 3 clusters Score -277039.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -277045.906250 Penalty: 2644.748779
	Iteration 26Q: 3 clusters Score -277045.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -277053.968750 Penalty: 2644.748779
	Iteration 27Q: 3 clusters Score -277054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -277065.468750 Penalty: 2644.748779
	Iteration 28Q: 3 clusters Score -277065.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -277083.031250 Penalty: 2644.748779
	Iteration 29Q: 3 clusters Score -277083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -277102.656250 Penalty: 2644.748779
	Iteration 30Q: 3 clusters Score -277102.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -277118.062500 Penalty: 2644.748779
	Iteration 31Q: 3 clusters Score -277118.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -277136.968750 Penalty: 2644.748779
	Iteration 32Q: 3 clusters Score -277137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -277152.250000 Penalty: 2644.748779
	Iteration 33Q: 3 clusters Score -277152.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -277166.906250 Penalty: 2644.748779
	Iteration 34Q: 3 clusters Score -277166.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -277177.562500 Penalty: 2644.748779
	Iteration 35Q: 3 clusters Score -277177.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -277182.500000 Penalty: 2644.748779
	Iteration 36Q: 3 clusters Score -277182.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -277189.875000 Penalty: 2644.748779
	Iteration 37Q: 3 clusters Score -277189.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -277194.875000 Penalty: 2644.748779
	Iteration 38Q: 3 clusters Score -277194.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -277199.312500 Penalty: 2644.748779
	Iteration 39Q: 3 clusters Score -277199.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -277202.593750 Penalty: 2644.748779
	Iteration 40F: 3 clusters Score -277202.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -277205.218750 Penalty: 2644.748779
	Iteration 41Q: 3 clusters Score -277205.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -277209.031250 Penalty: 2644.748779
	Iteration 42Q: 3 clusters Score -277209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -277215.000000 Penalty: 2644.748779
	Iteration 43Q: 3 clusters Score -277215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -277217.812500 Penalty: 2644.748779
	Iteration 44Q: 3 clusters Score -277217.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -277219.125000 Penalty: 2644.748779
	Iteration 45Q: 3 clusters Score -277219.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -277221.062500 Penalty: 2644.748779
	Iteration 46Q: 3 clusters Score -277221.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -277224.406250 Penalty: 2644.748779
	Iteration 47Q: 3 clusters Score -277224.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -277226.781250 Penalty: 2644.748779
	Iteration 48Q: 3 clusters Score -277226.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -277231.031250 Penalty: 2644.748779
	Iteration 49Q: 3 clusters Score -277231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -277233.562500 Penalty: 2644.748779
	Iteration 50Q: 3 clusters Score -277233.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -277238.468750 Penalty: 2644.748779
	Iteration 51Q: 3 clusters Score -277238.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -277242.375000 Penalty: 2644.748779
	Iteration 52Q: 3 clusters Score -277242.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -277245.968750 Penalty: 2644.748779
	Iteration 53Q: 3 clusters Score -277246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -277248.625000 Penalty: 2644.748779
	Iteration 54Q: 3 clusters Score -277248.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -277251.406250 Penalty: 2644.748779
	Iteration 55Q: 3 clusters Score -277251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -277252.718750 Penalty: 2644.748779
	Iteration 56Q: 3 clusters Score -277252.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -277254.437500 Penalty: 2644.748779
	Iteration 57Q: 3 clusters Score -277254.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -277255.718750 Penalty: 2644.748779
	Iteration 58Q: 3 clusters Score -277255.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -277256.156250 Penalty: 2644.748779
	Iteration 59Q: 3 clusters Score -277256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -277257.031250 Penalty: 2644.748779
	Iteration 60F: 3 clusters Score -277257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -277259.500000 Penalty: 2644.748779
	Iteration 61Q: 3 clusters Score -277259.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -277260.437500 Penalty: 2644.748779
	Iteration 62Q: 3 clusters Score -277260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -277261.281250 Penalty: 2644.748779
	Iteration 63Q: 3 clusters Score -277261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -277263.062500 Penalty: 2644.748779
	Iteration 64Q: 3 clusters Score -277263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -277263.468750 Penalty: 2644.748779
	Iteration 65Q: 3 clusters Score -277263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -277263.968750 Penalty: 2644.748779
	Iteration 66Q: 3 clusters Score -277264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -277263.968750 Penalty: 2644.748779
	Iteration 67F: 3 clusters Score -277264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -65818.585938 Penalty: 1090.657837
	Iteration 0F: 2 clusters Score -65818.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -64573.542969 Penalty: 2181.315674
	Iteration 0F: 3 clusters Score -64573.54 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -64836.933594 Penalty: 2181.315674
	Iteration 1F: 3 clusters Score -64836.93 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64944.628906 Penalty: 2181.315674
	Iteration 2F: 3 clusters Score -64944.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65013.101562 Penalty: 2181.315674
	Iteration 3F: 3 clusters Score -65013.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65064.121094 Penalty: 2181.315674
	Iteration 4Q: 3 clusters Score -65064.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -65091.203125 Penalty: 2181.315674
	Iteration 5Q: 3 clusters Score -65091.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -65112.511719 Penalty: 2181.315674
	Iteration 6Q: 3 clusters Score -65112.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65125.468750 Penalty: 2181.315674
	Iteration 7Q: 3 clusters Score -65125.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65130.140625 Penalty: 2181.315674
	Iteration 8Q: 3 clusters Score -65130.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65132.617188 Penalty: 2181.315674
	Iteration 9Q: 3 clusters Score -65132.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65133.894531 Penalty: 2181.315674
	Iteration 10Q: 3 clusters Score -65133.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65135.457031 Penalty: 2181.315674
	Iteration 11Q: 3 clusters Score -65135.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65135.457031 Penalty: 2181.315674
	Iteration 12F: 3 clusters Score -65135.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Entering Unmasked Estep 
Score: -304844.156250 Penalty: 1306.990967
	Iteration 0F: 2 clusters Score -304844.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -302067.687500 Penalty: 2613.981934
	Iteration 0F: 3 clusters Score -302067.7 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -302766.843750 Penalty: 2613.981934
	Iteration 1F: 3 clusters Score -302766.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -302883.312500 Penalty: 2613.981934
	Iteration 2F: 3 clusters Score -302883.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -302949.968750 Penalty: 2613.981934
	Iteration 3Q: 3 clusters Score -302950 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -302990.500000 Penalty: 2613.981934
	Iteration 4Q: 3 clusters Score -302990.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -303020.687500 Penalty: 2613.981934
	Iteration 5Q: 3 clusters Score -303020.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -303041.656250 Penalty: 2613.981934
	Iteration 6Q: 3 clusters Score -303041.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -303060.000000 Penalty: 2613.981934
	Iteration 7Q: 3 clusters Score -303060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -303079.812500 Penalty: 2613.981934
	Iteration 8Q: 3 clusters Score -303079.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -303100.718750 Penalty: 2613.981934
	Iteration 9Q: 3 clusters Score -303100.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -303112.781250 Penalty: 2613.981934
	Iteration 10Q: 3 clusters Score -303112.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -303124.875000 Penalty: 2613.981934
	Iteration 11Q: 3 clusters Score -303124.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -303134.281250 Penalty: 2613.981934
	Iteration 12Q: 3 clusters Score -303134.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -303141.687500 Penalty: 2613.981934
	Iteration 13Q: 3 clusters Score -303141.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -303146.406250 Penalty: 2613.981934
	Iteration 14Q: 3 clusters Score -303146.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -303150.437500 Penalty: 2613.981934
	Iteration 15Q: 3 clusters Score -303150.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -303154.468750 Penalty: 2613.981934
	Iteration 16Q: 3 clusters Score -303154.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -303157.125000 Penalty: 2613.981934
	Iteration 17Q: 3 clusters Score -303157.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -303159.093750 Penalty: 2613.981934
	Iteration 18Q: 3 clusters Score -303159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -303160.031250 Penalty: 2613.981934
	Iteration 19Q: 3 clusters Score -303160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -303161.031250 Penalty: 2613.981934
	Iteration 20F: 3 clusters Score -303161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -303162.625000 Penalty: 2613.981934
	Iteration 21Q: 3 clusters Score -303162.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -303166.125000 Penalty: 2613.981934
	Iteration 22Q: 3 clusters Score -303166.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -303170.781250 Penalty: 2613.981934
	Iteration 23Q: 3 clusters Score -303170.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -303173.593750 Penalty: 2613.981934
	Iteration 24Q: 3 clusters Score -303173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -303176.687500 Penalty: 2613.981934
	Iteration 25Q: 3 clusters Score -303176.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -303178.031250 Penalty: 2613.981934
	Iteration 26Q: 3 clusters Score -303178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -303180.031250 Penalty: 2613.981934
	Iteration 27Q: 3 clusters Score -303180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -303182.750000 Penalty: 2613.981934
	Iteration 28Q: 3 clusters Score -303182.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -303185.812500 Penalty: 2613.981934
	Iteration 29Q: 3 clusters Score -303185.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -303190.375000 Penalty: 2613.981934
	Iteration 30Q: 3 clusters Score -303190.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -303191.968750 Penalty: 2613.981934
	Iteration 31Q: 3 clusters Score -303192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -303192.375000 Penalty: 2613.981934
	Iteration 32Q: 3 clusters Score -303192.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -303193.531250 Penalty: 2613.981934
	Iteration 33Q: 3 clusters Score -303193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -303194.062500 Penalty: 2613.981934
	Iteration 34Q: 3 clusters Score -303194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -303194.375000 Penalty: 2613.981934
	Iteration 35Q: 3 clusters Score -303194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -303195.406250 Penalty: 2613.981934
	Iteration 36Q: 3 clusters Score -303195.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -303196.531250 Penalty: 2613.981934
	Iteration 37Q: 3 clusters Score -303196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -303197.250000 Penalty: 2613.981934
	Iteration 38Q: 3 clusters Score -303197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -303199.437500 Penalty: 2613.981934
	Iteration 39Q: 3 clusters Score -303199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -303200.218750 Penalty: 2613.981934
	Iteration 40F: 3 clusters Score -303200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -303200.656250 Penalty: 2613.981934
	Iteration 41Q: 3 clusters Score -303200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -303201.562500 Penalty: 2613.981934
	Iteration 42Q: 3 clusters Score -303201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -303201.031250 Penalty: 2613.981934
	Iteration 43Q: 3 clusters Score -303201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -303201.031250 Penalty: 2613.981934
	Iteration 44F: 3 clusters Score -303201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Entering Unmasked Estep 
Score: -1153272.000000 Penalty: 1538.889038
	Iteration 0F: 2 clusters Score -1153272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1144136.250000 Penalty: 3077.778076
	Iteration 0F: 3 clusters Score -1144136 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1147194.875000 Penalty: 3077.778076
	Iteration 1F: 3 clusters Score -1147195 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1147511.375000 Penalty: 3077.778076
	Iteration 2F: 3 clusters Score -1147511 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1147873.500000 Penalty: 3077.778076
	Iteration 3F: 3 clusters Score -1147874 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1148268.000000 Penalty: 3077.778076
	Iteration 4F: 3 clusters Score -1148268 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1148725.625000 Penalty: 3077.778076
	Iteration 5F: 3 clusters Score -1148726 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1149285.875000 Penalty: 3077.778076
	Iteration 6F: 3 clusters Score -1149286 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1149897.250000 Penalty: 3077.778076
	Iteration 7F: 3 clusters Score -1149897 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1150490.875000 Penalty: 3077.778076
	Iteration 8F: 3 clusters Score -1150491 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1150944.125000 Penalty: 3077.778076
	Iteration 9Q: 3 clusters Score -1150944 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1151261.875000 Penalty: 3077.778076
	Iteration 10Q: 3 clusters Score -1151262 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1151508.500000 Penalty: 3077.778076
	Iteration 11Q: 3 clusters Score -1151508 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1151682.125000 Penalty: 3077.778076
	Iteration 12Q: 3 clusters Score -1151682 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1151795.250000 Penalty: 3077.778076
	Iteration 13Q: 3 clusters Score -1151795 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1151855.875000 Penalty: 3077.778076
	Iteration 14Q: 3 clusters Score -1151856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1151896.000000 Penalty: 3077.778076
	Iteration 15Q: 3 clusters Score -1151896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1151920.750000 Penalty: 3077.778076
	Iteration 16Q: 3 clusters Score -1151921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1151939.250000 Penalty: 3077.778076
	Iteration 17Q: 3 clusters Score -1151939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1151958.500000 Penalty: 3077.778076
	Iteration 18Q: 3 clusters Score -1151958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1151977.125000 Penalty: 3077.778076
	Iteration 19Q: 3 clusters Score -1151977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1152000.500000 Penalty: 3077.778076
	Iteration 20F: 3 clusters Score -1152000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1152016.875000 Penalty: 3077.778076
	Iteration 21Q: 3 clusters Score -1152017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1152031.125000 Penalty: 3077.778076
	Iteration 22Q: 3 clusters Score -1152031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1152044.625000 Penalty: 3077.778076
	Iteration 23Q: 3 clusters Score -1152045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1152050.750000 Penalty: 3077.778076
	Iteration 24Q: 3 clusters Score -1152051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1152056.500000 Penalty: 3077.778076
	Iteration 25Q: 3 clusters Score -1152056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1152060.000000 Penalty: 3077.778076
	Iteration 26Q: 3 clusters Score -1152060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1152066.125000 Penalty: 3077.778076
	Iteration 27Q: 3 clusters Score -1152066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1152074.375000 Penalty: 3077.778076
	Iteration 28Q: 3 clusters Score -1152074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1152076.125000 Penalty: 3077.778076
	Iteration 29Q: 3 clusters Score -1152076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1152078.375000 Penalty: 3077.778076
	Iteration 30Q: 3 clusters Score -1152078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1152079.250000 Penalty: 3077.778076
	Iteration 31Q: 3 clusters Score -1152079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1152081.875000 Penalty: 3077.778076
	Iteration 32Q: 3 clusters Score -1152082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1152082.625000 Penalty: 3077.778076
	Iteration 33Q: 3 clusters Score -1152083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1152084.000000 Penalty: 3077.778076
	Iteration 34Q: 3 clusters Score -1152084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1152085.750000 Penalty: 3077.778076
	Iteration 35Q: 3 clusters Score -1152086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1152089.125000 Penalty: 3077.778076
	Iteration 36Q: 3 clusters Score -1152089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1152095.000000 Penalty: 3077.778076
	Iteration 37Q: 3 clusters Score -1152095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1152103.375000 Penalty: 3077.778076
	Iteration 38Q: 3 clusters Score -1152103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1152111.875000 Penalty: 3077.778076
	Iteration 39Q: 3 clusters Score -1152112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1152113.250000 Penalty: 3077.778076
	Iteration 40F: 3 clusters Score -1152113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1152115.750000 Penalty: 3077.778076
	Iteration 41Q: 3 clusters Score -1152116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1152118.250000 Penalty: 3077.778076
	Iteration 42Q: 3 clusters Score -1152118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1152119.750000 Penalty: 3077.778076
	Iteration 43Q: 3 clusters Score -1152120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1152120.000000 Penalty: 3077.778076
	Iteration 44Q: 3 clusters Score -1152120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1152121.625000 Penalty: 3077.778076
	Iteration 45Q: 3 clusters Score -1152122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1152121.625000 Penalty: 3077.778076
	Iteration 46F: 3 clusters Score -1152122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -208782.515625 Penalty: 1262.798462
	Iteration 0F: 2 clusters Score -208782.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -206479.609375 Penalty: 2525.596924
	Iteration 0F: 3 clusters Score -206479.6 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -207002.984375 Penalty: 2525.596924
	Iteration 1F: 3 clusters Score -207003 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -207145.656250 Penalty: 2525.596924
	Iteration 2F: 3 clusters Score -207145.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -207245.656250 Penalty: 2525.596924
	Iteration 3Q: 3 clusters Score -207245.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -207317.421875 Penalty: 2525.596924
	Iteration 4Q: 3 clusters Score -207317.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -207369.562500 Penalty: 2525.596924
	Iteration 5Q: 3 clusters Score -207369.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -207424.343750 Penalty: 2525.596924
	Iteration 6Q: 3 clusters Score -207424.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -207467.375000 Penalty: 2525.596924
	Iteration 7Q: 3 clusters Score -207467.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -207504.015625 Penalty: 2525.596924
	Iteration 8Q: 3 clusters Score -207504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -207527.140625 Penalty: 2525.596924
	Iteration 9Q: 3 clusters Score -207527.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -207549.531250 Penalty: 2525.596924
	Iteration 10Q: 3 clusters Score -207549.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -207569.265625 Penalty: 2525.596924
	Iteration 11Q: 3 clusters Score -207569.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -207580.031250 Penalty: 2525.596924
	Iteration 12Q: 3 clusters Score -207580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -207588.859375 Penalty: 2525.596924
	Iteration 13Q: 3 clusters Score -207588.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -207597.921875 Penalty: 2525.596924
	Iteration 14Q: 3 clusters Score -207597.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -207605.250000 Penalty: 2525.596924
	Iteration 15Q: 3 clusters Score -207605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -207608.812500 Penalty: 2525.596924
	Iteration 16Q: 3 clusters Score -207608.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -207612.468750 Penalty: 2525.596924
	Iteration 17Q: 3 clusters Score -207612.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -207614.531250 Penalty: 2525.596924
	Iteration 18Q: 3 clusters Score -207614.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -207618.359375 Penalty: 2525.596924
	Iteration 19Q: 3 clusters Score -207618.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -207623.468750 Penalty: 2525.596924
	Iteration 20F: 3 clusters Score -207623.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -207630.921875 Penalty: 2525.596924
	Iteration 21Q: 3 clusters Score -207630.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -207635.359375 Penalty: 2525.596924
	Iteration 22Q: 3 clusters Score -207635.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -207638.890625 Penalty: 2525.596924
	Iteration 23Q: 3 clusters Score -207638.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -207641.218750 Penalty: 2525.596924
	Iteration 24Q: 3 clusters Score -207641.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -207644.328125 Penalty: 2525.596924
	Iteration 25Q: 3 clusters Score -207644.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -207645.703125 Penalty: 2525.596924
	Iteration 26Q: 3 clusters Score -207645.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -207648.781250 Penalty: 2525.596924
	Iteration 27Q: 3 clusters Score -207648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -207651.437500 Penalty: 2525.596924
	Iteration 28Q: 3 clusters Score -207651.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -207653.156250 Penalty: 2525.596924
	Iteration 29Q: 3 clusters Score -207653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -207653.390625 Penalty: 2525.596924
	Iteration 30Q: 3 clusters Score -207653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -207655.187500 Penalty: 2525.596924
	Iteration 31Q: 3 clusters Score -207655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -207656.187500 Penalty: 2525.596924
	Iteration 32Q: 3 clusters Score -207656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -207658.375000 Penalty: 2525.596924
	Iteration 33Q: 3 clusters Score -207658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -207661.000000 Penalty: 2525.596924
	Iteration 34Q: 3 clusters Score -207661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -207662.296875 Penalty: 2525.596924
	Iteration 35Q: 3 clusters Score -207662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -207662.953125 Penalty: 2525.596924
	Iteration 36Q: 3 clusters Score -207663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -207663.484375 Penalty: 2525.596924
	Iteration 37Q: 3 clusters Score -207663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -207664.343750 Penalty: 2525.596924
	Iteration 38Q: 3 clusters Score -207664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -207664.921875 Penalty: 2525.596924
	Iteration 39Q: 3 clusters Score -207664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -207665.312500 Penalty: 2525.596924
	Iteration 40F: 3 clusters Score -207665.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Entering Unmasked Estep 
Score: -1176094.250000 Penalty: 1533.395508
	Iteration 0F: 2 clusters Score -1176094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1167325.500000 Penalty: 3066.791016
	Iteration 0F: 3 clusters Score -1167326 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1170281.375000 Penalty: 3066.791016
	Iteration 1F: 3 clusters Score -1170281 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1170587.875000 Penalty: 3066.791016
	Iteration 2F: 3 clusters Score -1170588 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1170840.625000 Penalty: 3066.791016
	Iteration 3Q: 3 clusters Score -1170841 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1171137.375000 Penalty: 3066.791016
	Iteration 4Q: 3 clusters Score -1171137 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1171500.625000 Penalty: 3066.791016
	Iteration 5Q: 3 clusters Score -1171501 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1171974.250000 Penalty: 3066.791016
	Iteration 6Q: 3 clusters Score -1171974 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1172442.125000 Penalty: 3066.791016
	Iteration 7Q: 3 clusters Score -1172442 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1172924.250000 Penalty: 3066.791016
	Iteration 8F: 3 clusters Score -1172924 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1173372.500000 Penalty: 3066.791016
	Iteration 9F: 3 clusters Score -1173372 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1173736.125000 Penalty: 3066.791016
	Iteration 10Q: 3 clusters Score -1173736 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1174030.625000 Penalty: 3066.791016
	Iteration 11Q: 3 clusters Score -1174031 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1174263.375000 Penalty: 3066.791016
	Iteration 12Q: 3 clusters Score -1174263 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1174413.000000 Penalty: 3066.791016
	Iteration 13Q: 3 clusters Score -1174413 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1174508.250000 Penalty: 3066.791016
	Iteration 14Q: 3 clusters Score -1174508 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1174563.375000 Penalty: 3066.791016
	Iteration 15Q: 3 clusters Score -1174563 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1174592.375000 Penalty: 3066.791016
	Iteration 16Q: 3 clusters Score -1174592 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1174615.625000 Penalty: 3066.791016
	Iteration 17Q: 3 clusters Score -1174616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1174627.500000 Penalty: 3066.791016
	Iteration 18Q: 3 clusters Score -1174628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1174637.000000 Penalty: 3066.791016
	Iteration 19Q: 3 clusters Score -1174637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1174644.750000 Penalty: 3066.791016
	Iteration 20F: 3 clusters Score -1174645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1174649.000000 Penalty: 3066.791016
	Iteration 21Q: 3 clusters Score -1174649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1174652.625000 Penalty: 3066.791016
	Iteration 22Q: 3 clusters Score -1174653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1174659.375000 Penalty: 3066.791016
	Iteration 23Q: 3 clusters Score -1174659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1174661.000000 Penalty: 3066.791016
	Iteration 24Q: 3 clusters Score -1174661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1174665.875000 Penalty: 3066.791016
	Iteration 25Q: 3 clusters Score -1174666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1174668.625000 Penalty: 3066.791016
	Iteration 26Q: 3 clusters Score -1174669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1174671.250000 Penalty: 3066.791016
	Iteration 27Q: 3 clusters Score -1174671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1174678.250000 Penalty: 3066.791016
	Iteration 28Q: 3 clusters Score -1174678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1174677.750000 Penalty: 3066.791016
	Iteration 29Q: 3 clusters Score -1174678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1174677.375000 Penalty: 3066.791016
	Iteration 30Q: 3 clusters Score -1174677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1174676.375000 Penalty: 3066.791016
	Iteration 31Q: 3 clusters Score -1174676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1174678.500000 Penalty: 3066.791016
	Iteration 32Q: 3 clusters Score -1174678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1174677.875000 Penalty: 3066.791016
	Iteration 33Q: 3 clusters Score -1174678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1174680.125000 Penalty: 3066.791016
	Iteration 34Q: 3 clusters Score -1174680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1174682.625000 Penalty: 3066.791016
	Iteration 35Q: 3 clusters Score -1174683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1174681.875000 Penalty: 3066.791016
	Iteration 36Q: 3 clusters Score -1174682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1174683.750000 Penalty: 3066.791016
	Iteration 37Q: 3 clusters Score -1174684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1174684.125000 Penalty: 3066.791016
	Iteration 38Q: 3 clusters Score -1174684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1174681.000000 Penalty: 3066.791016
	Iteration 39Q: 3 clusters Score -1174681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1174689.250000 Penalty: 3066.791016
	Iteration 40F: 3 clusters Score -1174689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1174687.125000 Penalty: 3066.791016
	Iteration 41Q: 3 clusters Score -1174687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1174688.000000 Penalty: 3066.791016
	Iteration 42Q: 3 clusters Score -1174688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1174688.125000 Penalty: 3066.791016
	Iteration 43Q: 3 clusters Score -1174688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1174689.000000 Penalty: 3066.791016
	Iteration 44Q: 3 clusters Score -1174689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1174692.250000 Penalty: 3066.791016
	Iteration 45Q: 3 clusters Score -1174692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1174693.625000 Penalty: 3066.791016
	Iteration 46Q: 3 clusters Score -1174694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1174694.125000 Penalty: 3066.791016
	Iteration 47Q: 3 clusters Score -1174694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1174692.500000 Penalty: 3066.791016
	Iteration 48Q: 3 clusters Score -1174692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1174693.375000 Penalty: 3066.791016
	Iteration 49Q: 3 clusters Score -1174693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1174694.125000 Penalty: 3066.791016
	Iteration 50Q: 3 clusters Score -1174694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1174693.375000 Penalty: 3066.791016
	Iteration 51Q: 3 clusters Score -1174693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1174694.125000 Penalty: 3066.791016
	Iteration 52Q: 3 clusters Score -1174694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1174694.750000 Penalty: 3066.791016
	Iteration 53Q: 3 clusters Score -1174695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1174692.625000 Penalty: 3066.791016
	Iteration 54Q: 3 clusters Score -1174693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1174698.000000 Penalty: 3066.791016
	Iteration 55Q: 3 clusters Score -1174698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1174697.750000 Penalty: 3066.791016
	Iteration 56Q: 3 clusters Score -1174698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1174695.250000 Penalty: 3066.791016
	Iteration 57Q: 3 clusters Score -1174695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1174695.250000 Penalty: 3066.791016
	Iteration 58F: 3 clusters Score -1174695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Entering Unmasked Estep 
Score: -3518882.500000 Penalty: 1703.039307
	Iteration 0F: 2 clusters Score -3518882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3495042.750000 Penalty: 3406.078613
	Iteration 0F: 3 clusters Score -3495043 nChanged 16523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3504179.500000 Penalty: 3406.078613
	Iteration 1F: 3 clusters Score -3504180 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3504615.250000 Penalty: 3406.078613
	Iteration 2Q: 3 clusters Score -3504615 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3505094.000000 Penalty: 3406.078613
	Iteration 3Q: 3 clusters Score -3505094 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3505781.500000 Penalty: 3406.078613
	Iteration 4Q: 3 clusters Score -3505782 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3506969.250000 Penalty: 3406.078613
	Iteration 5F: 3 clusters Score -3506969 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3508731.500000 Penalty: 3406.078613
	Iteration 6F: 3 clusters Score -3508732 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3511082.000000 Penalty: 3406.078613
	Iteration 7F: 3 clusters Score -3511082 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3513663.750000 Penalty: 3406.078613
	Iteration 8F: 3 clusters Score -3513664 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3515517.500000 Penalty: 3406.078613
	Iteration 9F: 3 clusters Score -3515518 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3516544.500000 Penalty: 3406.078613
	Iteration 10Q: 3 clusters Score -3516544 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3517055.250000 Penalty: 3406.078613
	Iteration 11Q: 3 clusters Score -3517055 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3517274.250000 Penalty: 3406.078613
	Iteration 12Q: 3 clusters Score -3517274 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3517358.750000 Penalty: 3406.078613
	Iteration 13Q: 3 clusters Score -3517359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3517406.250000 Penalty: 3406.078613
	Iteration 14Q: 3 clusters Score -3517406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3517425.750000 Penalty: 3406.078613
	Iteration 15Q: 3 clusters Score -3517426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3517451.250000 Penalty: 3406.078613
	Iteration 16Q: 3 clusters Score -3517451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3517475.500000 Penalty: 3406.078613
	Iteration 17Q: 3 clusters Score -3517476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3517480.500000 Penalty: 3406.078613
	Iteration 18Q: 3 clusters Score -3517480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3517479.000000 Penalty: 3406.078613
	Iteration 19Q: 3 clusters Score -3517479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3517489.500000 Penalty: 3406.078613
	Iteration 20F: 3 clusters Score -3517490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3517491.750000 Penalty: 3406.078613
	Iteration 21Q: 3 clusters Score -3517492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3517492.500000 Penalty: 3406.078613
	Iteration 22Q: 3 clusters Score -3517492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3517492.500000 Penalty: 3406.078613
	Iteration 23Q: 3 clusters Score -3517492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3517489.750000 Penalty: 3406.078613
	Iteration 24Q: 3 clusters Score -3517490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3517491.500000 Penalty: 3406.078613
	Iteration 25Q: 3 clusters Score -3517492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3517492.500000 Penalty: 3406.078613
	Iteration 26Q: 3 clusters Score -3517492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3517492.500000 Penalty: 3406.078613
	Iteration 27F: 3 clusters Score -3517492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -511248.406250 Penalty: 1406.018677
	Iteration 0F: 2 clusters Score -511248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -506896.906250 Penalty: 2812.037354
	Iteration 0F: 3 clusters Score -506896.9 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -508208.656250 Penalty: 2812.037354
	Iteration 1F: 3 clusters Score -508208.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -508649.312500 Penalty: 2812.037354
	Iteration 2F: 3 clusters Score -508649.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -509212.656250 Penalty: 2812.037354
	Iteration 3F: 3 clusters Score -509212.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -509799.531250 Penalty: 2812.037354
	Iteration 4F: 3 clusters Score -509799.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -510182.281250 Penalty: 2812.037354
	Iteration 5F: 3 clusters Score -510182.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -510389.281250 Penalty: 2812.037354
	Iteration 6Q: 3 clusters Score -510389.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -510524.312500 Penalty: 2812.037354
	Iteration 7Q: 3 clusters Score -510524.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -510606.906250 Penalty: 2812.037354
	Iteration 8Q: 3 clusters Score -510606.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -510655.000000 Penalty: 2812.037354
	Iteration 9Q: 3 clusters Score -510655 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -510688.625000 Penalty: 2812.037354
	Iteration 10Q: 3 clusters Score -510688.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -510709.687500 Penalty: 2812.037354
	Iteration 11Q: 3 clusters Score -510709.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -510728.968750 Penalty: 2812.037354
	Iteration 12Q: 3 clusters Score -510729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -510740.906250 Penalty: 2812.037354
	Iteration 13Q: 3 clusters Score -510740.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -510747.250000 Penalty: 2812.037354
	Iteration 14Q: 3 clusters Score -510747.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -510754.000000 Penalty: 2812.037354
	Iteration 15Q: 3 clusters Score -510754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -510757.593750 Penalty: 2812.037354
	Iteration 16Q: 3 clusters Score -510757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -510759.781250 Penalty: 2812.037354
	Iteration 17Q: 3 clusters Score -510759.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -510763.093750 Penalty: 2812.037354
	Iteration 18Q: 3 clusters Score -510763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -510764.812500 Penalty: 2812.037354
	Iteration 19Q: 3 clusters Score -510764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -510765.687500 Penalty: 2812.037354
	Iteration 20F: 3 clusters Score -510765.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -510767.343750 Penalty: 2812.037354
	Iteration 21Q: 3 clusters Score -510767.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -510770.281250 Penalty: 2812.037354
	Iteration 22Q: 3 clusters Score -510770.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -510775.000000 Penalty: 2812.037354
	Iteration 23Q: 3 clusters Score -510775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -510782.343750 Penalty: 2812.037354
	Iteration 24Q: 3 clusters Score -510782.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -510790.218750 Penalty: 2812.037354
	Iteration 25Q: 3 clusters Score -510790.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -510798.250000 Penalty: 2812.037354
	Iteration 26Q: 3 clusters Score -510798.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -510805.468750 Penalty: 2812.037354
	Iteration 27Q: 3 clusters Score -510805.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -510811.406250 Penalty: 2812.037354
	Iteration 28Q: 3 clusters Score -510811.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -510812.406250 Penalty: 2812.037354
	Iteration 29Q: 3 clusters Score -510812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -510814.937500 Penalty: 2812.037354
	Iteration 30Q: 3 clusters Score -510814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -510815.937500 Penalty: 2812.037354
	Iteration 31Q: 3 clusters Score -510815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -510818.093750 Penalty: 2812.037354
	Iteration 32Q: 3 clusters Score -510818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -510818.687500 Penalty: 2812.037354
	Iteration 33Q: 3 clusters Score -510818.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -510819.281250 Penalty: 2812.037354
	Iteration 34Q: 3 clusters Score -510819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -510819.718750 Penalty: 2812.037354
	Iteration 35Q: 3 clusters Score -510819.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -510820.468750 Penalty: 2812.037354
	Iteration 36Q: 3 clusters Score -510820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -510820.625000 Penalty: 2812.037354
	Iteration 37Q: 3 clusters Score -510820.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -510820.625000 Penalty: 2812.037354
	Iteration 38F: 3 clusters Score -510820.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Entering Unmasked Estep 
Score: -1072317.625000 Penalty: 1513.887451
	Iteration 0F: 2 clusters Score -1072318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1064526.125000 Penalty: 3027.774902
	Iteration 0F: 3 clusters Score -1064526 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1067034.125000 Penalty: 3027.774902
	Iteration 1F: 3 clusters Score -1067034 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1067299.375000 Penalty: 3027.774902
	Iteration 2F: 3 clusters Score -1067299 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1067535.000000 Penalty: 3027.774902
	Iteration 3F: 3 clusters Score -1067535 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1067742.875000 Penalty: 3027.774902
	Iteration 4Q: 3 clusters Score -1067743 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1067948.875000 Penalty: 3027.774902
	Iteration 5Q: 3 clusters Score -1067949 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1068183.000000 Penalty: 3027.774902
	Iteration 6Q: 3 clusters Score -1068183 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1068447.500000 Penalty: 3027.774902
	Iteration 7Q: 3 clusters Score -1068448 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1068778.500000 Penalty: 3027.774902
	Iteration 8Q: 3 clusters Score -1068778 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1069170.375000 Penalty: 3027.774902
	Iteration 9F: 3 clusters Score -1069170 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1069573.000000 Penalty: 3027.774902
	Iteration 10Q: 3 clusters Score -1069573 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1069991.500000 Penalty: 3027.774902
	Iteration 11Q: 3 clusters Score -1069992 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1070353.625000 Penalty: 3027.774902
	Iteration 12Q: 3 clusters Score -1070354 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1070598.250000 Penalty: 3027.774902
	Iteration 13Q: 3 clusters Score -1070598 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1070749.875000 Penalty: 3027.774902
	Iteration 14Q: 3 clusters Score -1070750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1070837.875000 Penalty: 3027.774902
	Iteration 15Q: 3 clusters Score -1070838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1070897.875000 Penalty: 3027.774902
	Iteration 16Q: 3 clusters Score -1070898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1070957.625000 Penalty: 3027.774902
	Iteration 17Q: 3 clusters Score -1070958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1070988.250000 Penalty: 3027.774902
	Iteration 18Q: 3 clusters Score -1070988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1071010.750000 Penalty: 3027.774902
	Iteration 19Q: 3 clusters Score -1071011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1071020.625000 Penalty: 3027.774902
	Iteration 20F: 3 clusters Score -1071021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1071027.500000 Penalty: 3027.774902
	Iteration 21Q: 3 clusters Score -1071028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1071031.375000 Penalty: 3027.774902
	Iteration 22Q: 3 clusters Score -1071031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1071032.750000 Penalty: 3027.774902
	Iteration 23Q: 3 clusters Score -1071033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1071036.875000 Penalty: 3027.774902
	Iteration 24Q: 3 clusters Score -1071037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1071038.375000 Penalty: 3027.774902
	Iteration 25Q: 3 clusters Score -1071038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1071038.375000 Penalty: 3027.774902
	Iteration 26F: 3 clusters Score -1071038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -219195.562500 Penalty: 1262.592651
	Iteration 0F: 2 clusters Score -219195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -216847.375000 Penalty: 2525.185303
	Iteration 0F: 3 clusters Score -216847.4 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -217418.656250 Penalty: 2525.185303
	Iteration 1F: 3 clusters Score -217418.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -217590.546875 Penalty: 2525.185303
	Iteration 2F: 3 clusters Score -217590.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -217731.046875 Penalty: 2525.185303
	Iteration 3F: 3 clusters Score -217731 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -217924.500000 Penalty: 2525.185303
	Iteration 4F: 3 clusters Score -217924.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -218145.265625 Penalty: 2525.185303
	Iteration 5F: 3 clusters Score -218145.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -218339.718750 Penalty: 2525.185303
	Iteration 6F: 3 clusters Score -218339.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -218477.093750 Penalty: 2525.185303
	Iteration 7Q: 3 clusters Score -218477.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -218590.859375 Penalty: 2525.185303
	Iteration 8Q: 3 clusters Score -218590.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -218654.812500 Penalty: 2525.185303
	Iteration 9Q: 3 clusters Score -218654.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -218679.875000 Penalty: 2525.185303
	Iteration 10Q: 3 clusters Score -218679.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -218697.109375 Penalty: 2525.185303
	Iteration 11Q: 3 clusters Score -218697.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -218703.000000 Penalty: 2525.185303
	Iteration 12Q: 3 clusters Score -218703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -218705.765625 Penalty: 2525.185303
	Iteration 13Q: 3 clusters Score -218705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -218707.156250 Penalty: 2525.185303
	Iteration 14Q: 3 clusters Score -218707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -218708.546875 Penalty: 2525.185303
	Iteration 15Q: 3 clusters Score -218708.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -218708.546875 Penalty: 2525.185303
	Iteration 16F: 3 clusters Score -218708.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -482770.906250 Penalty: 1406.018677
	Iteration 0F: 2 clusters Score -482770.9 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 2871 members 
Entering Unmasked Estep 
Score: -478302.031250 Penalty: 2812.037354
	Iteration 0F: 3 clusters Score -478302 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -479680.218750 Penalty: 2812.037354
	Iteration 1F: 3 clusters Score -479680.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -479907.750000 Penalty: 2812.037354
	Iteration 2F: 3 clusters Score -479907.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -480055.281250 Penalty: 2812.037354
	Iteration 3Q: 3 clusters Score -480055.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -480183.187500 Penalty: 2812.037354
	Iteration 4Q: 3 clusters Score -480183.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -480270.531250 Penalty: 2812.037354
	Iteration 5Q: 3 clusters Score -480270.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -480349.593750 Penalty: 2812.037354
	Iteration 6Q: 3 clusters Score -480349.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -480412.781250 Penalty: 2812.037354
	Iteration 7Q: 3 clusters Score -480412.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -480481.343750 Penalty: 2812.037354
	Iteration 8Q: 3 clusters Score -480481.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -480533.343750 Penalty: 2812.037354
	Iteration 9Q: 3 clusters Score -480533.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -480576.312500 Penalty: 2812.037354
	Iteration 10Q: 3 clusters Score -480576.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -480611.875000 Penalty: 2812.037354
	Iteration 11Q: 3 clusters Score -480611.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -480642.406250 Penalty: 2812.037354
	Iteration 12Q: 3 clusters Score -480642.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -480670.218750 Penalty: 2812.037354
	Iteration 13Q: 3 clusters Score -480670.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -480695.812500 Penalty: 2812.037354
	Iteration 14Q: 3 clusters Score -480695.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -480723.875000 Penalty: 2812.037354
	Iteration 15Q: 3 clusters Score -480723.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -480749.906250 Penalty: 2812.037354
	Iteration 16Q: 3 clusters Score -480749.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -480778.312500 Penalty: 2812.037354
	Iteration 17Q: 3 clusters Score -480778.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -480804.187500 Penalty: 2812.037354
	Iteration 18Q: 3 clusters Score -480804.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -480828.625000 Penalty: 2812.037354
	Iteration 19Q: 3 clusters Score -480828.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -480856.093750 Penalty: 2812.037354
	Iteration 20F: 3 clusters Score -480856.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -480882.687500 Penalty: 2812.037354
	Iteration 21Q: 3 clusters Score -480882.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -480913.031250 Penalty: 2812.037354
	Iteration 22Q: 3 clusters Score -480913 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -480946.437500 Penalty: 2812.037354
	Iteration 23Q: 3 clusters Score -480946.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -480976.593750 Penalty: 2812.037354
	Iteration 24Q: 3 clusters Score -480976.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -481010.093750 Penalty: 2812.037354
	Iteration 25Q: 3 clusters Score -481010.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -481042.531250 Penalty: 2812.037354
	Iteration 26Q: 3 clusters Score -481042.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -481066.968750 Penalty: 2812.037354
	Iteration 27Q: 3 clusters Score -481067 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -481087.031250 Penalty: 2812.037354
	Iteration 28Q: 3 clusters Score -481087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -481104.562500 Penalty: 2812.037354
	Iteration 29Q: 3 clusters Score -481104.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -481120.656250 Penalty: 2812.037354
	Iteration 30Q: 3 clusters Score -481120.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -481135.593750 Penalty: 2812.037354
	Iteration 31Q: 3 clusters Score -481135.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -481154.312500 Penalty: 2812.037354
	Iteration 32Q: 3 clusters Score -481154.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -481171.937500 Penalty: 2812.037354
	Iteration 33Q: 3 clusters Score -481171.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -481183.937500 Penalty: 2812.037354
	Iteration 34Q: 3 clusters Score -481183.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -481196.062500 Penalty: 2812.037354
	Iteration 35Q: 3 clusters Score -481196.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -481216.906250 Penalty: 2812.037354
	Iteration 36Q: 3 clusters Score -481216.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -481238.906250 Penalty: 2812.037354
	Iteration 37Q: 3 clusters Score -481238.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -481267.093750 Penalty: 2812.037354
	Iteration 38Q: 3 clusters Score -481267.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -481290.062500 Penalty: 2812.037354
	Iteration 39Q: 3 clusters Score -481290.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -481306.812500 Penalty: 2812.037354
	Iteration 40F: 3 clusters Score -481306.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -481321.531250 Penalty: 2812.037354
	Iteration 41Q: 3 clusters Score -481321.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -481337.687500 Penalty: 2812.037354
	Iteration 42Q: 3 clusters Score -481337.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -481348.906250 Penalty: 2812.037354
	Iteration 43Q: 3 clusters Score -481348.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -481364.812500 Penalty: 2812.037354
	Iteration 44Q: 3 clusters Score -481364.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -481378.843750 Penalty: 2812.037354
	Iteration 45Q: 3 clusters Score -481378.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -481393.562500 Penalty: 2812.037354
	Iteration 46Q: 3 clusters Score -481393.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -481412.187500 Penalty: 2812.037354
	Iteration 47Q: 3 clusters Score -481412.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -481428.875000 Penalty: 2812.037354
	Iteration 48Q: 3 clusters Score -481428.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -481452.812500 Penalty: 2812.037354
	Iteration 49Q: 3 clusters Score -481452.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -481483.656250 Penalty: 2812.037354
	Iteration 50Q: 3 clusters Score -481483.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -481512.062500 Penalty: 2812.037354
	Iteration 51Q: 3 clusters Score -481512.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -481555.125000 Penalty: 2812.037354
	Iteration 52Q: 3 clusters Score -481555.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -481583.031250 Penalty: 2812.037354
	Iteration 53Q: 3 clusters Score -481583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -481608.250000 Penalty: 2812.037354
	Iteration 54Q: 3 clusters Score -481608.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -481632.562500 Penalty: 2812.037354
	Iteration 55Q: 3 clusters Score -481632.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -481655.250000 Penalty: 2812.037354
	Iteration 56Q: 3 clusters Score -481655.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -481668.437500 Penalty: 2812.037354
	Iteration 57Q: 3 clusters Score -481668.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -481678.843750 Penalty: 2812.037354
	Iteration 58Q: 3 clusters Score -481678.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -481699.031250 Penalty: 2812.037354
	Iteration 59Q: 3 clusters Score -481699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -481717.093750 Penalty: 2812.037354
	Iteration 60F: 3 clusters Score -481717.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -481732.250000 Penalty: 2812.037354
	Iteration 61Q: 3 clusters Score -481732.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -481742.468750 Penalty: 2812.037354
	Iteration 62Q: 3 clusters Score -481742.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -481749.750000 Penalty: 2812.037354
	Iteration 63Q: 3 clusters Score -481749.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -481757.156250 Penalty: 2812.037354
	Iteration 64Q: 3 clusters Score -481757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -481766.062500 Penalty: 2812.037354
	Iteration 65Q: 3 clusters Score -481766.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -481771.031250 Penalty: 2812.037354
	Iteration 66Q: 3 clusters Score -481771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -481774.687500 Penalty: 2812.037354
	Iteration 67Q: 3 clusters Score -481774.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -481779.531250 Penalty: 2812.037354
	Iteration 68Q: 3 clusters Score -481779.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -481783.906250 Penalty: 2812.037354
	Iteration 69Q: 3 clusters Score -481783.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -481785.562500 Penalty: 2812.037354
	Iteration 70Q: 3 clusters Score -481785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -481785.843750 Penalty: 2812.037354
	Iteration 71Q: 3 clusters Score -481785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -481785.843750 Penalty: 2812.037354
	Iteration 72F: 3 clusters Score -481785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Entering Unmasked Estep 
Score: -1479075.250000 Penalty: 1572.761108
	Iteration 0F: 2 clusters Score -1479075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1468010.625000 Penalty: 3145.522217
	Iteration 0F: 3 clusters Score -1468011 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1471854.875000 Penalty: 3145.522217
	Iteration 1F: 3 clusters Score -1471855 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1472219.000000 Penalty: 3145.522217
	Iteration 2F: 3 clusters Score -1472219 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1472620.000000 Penalty: 3145.522217
	Iteration 3F: 3 clusters Score -1472620 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1473157.750000 Penalty: 3145.522217
	Iteration 4F: 3 clusters Score -1473158 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1473758.250000 Penalty: 3145.522217
	Iteration 5F: 3 clusters Score -1473758 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1474481.625000 Penalty: 3145.522217
	Iteration 6F: 3 clusters Score -1474482 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1475278.375000 Penalty: 3145.522217
	Iteration 7F: 3 clusters Score -1475278 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1475980.000000 Penalty: 3145.522217
	Iteration 8F: 3 clusters Score -1475980 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1476547.500000 Penalty: 3145.522217
	Iteration 9F: 3 clusters Score -1476548 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1476897.000000 Penalty: 3145.522217
	Iteration 10Q: 3 clusters Score -1476897 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1477125.000000 Penalty: 3145.522217
	Iteration 11Q: 3 clusters Score -1477125 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1477271.875000 Penalty: 3145.522217
	Iteration 12Q: 3 clusters Score -1477272 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1477395.125000 Penalty: 3145.522217
	Iteration 13Q: 3 clusters Score -1477395 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1477485.500000 Penalty: 3145.522217
	Iteration 14Q: 3 clusters Score -1477486 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1477556.625000 Penalty: 3145.522217
	Iteration 15Q: 3 clusters Score -1477557 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1477618.875000 Penalty: 3145.522217
	Iteration 16Q: 3 clusters Score -1477619 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1477659.750000 Penalty: 3145.522217
	Iteration 17Q: 3 clusters Score -1477660 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1477702.375000 Penalty: 3145.522217
	Iteration 18Q: 3 clusters Score -1477702 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1477744.875000 Penalty: 3145.522217
	Iteration 19Q: 3 clusters Score -1477745 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1477785.125000 Penalty: 3145.522217
	Iteration 20F: 3 clusters Score -1477785 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1477826.500000 Penalty: 3145.522217
	Iteration 21Q: 3 clusters Score -1477826 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1477873.625000 Penalty: 3145.522217
	Iteration 22Q: 3 clusters Score -1477874 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1477910.750000 Penalty: 3145.522217
	Iteration 23Q: 3 clusters Score -1477911 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1477947.000000 Penalty: 3145.522217
	Iteration 24Q: 3 clusters Score -1477947 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1477994.750000 Penalty: 3145.522217
	Iteration 25Q: 3 clusters Score -1477995 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1478042.750000 Penalty: 3145.522217
	Iteration 26Q: 3 clusters Score -1478043 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1478099.625000 Penalty: 3145.522217
	Iteration 27Q: 3 clusters Score -1478100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1478136.750000 Penalty: 3145.522217
	Iteration 28Q: 3 clusters Score -1478137 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1478164.750000 Penalty: 3145.522217
	Iteration 29Q: 3 clusters Score -1478165 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1478194.375000 Penalty: 3145.522217
	Iteration 30Q: 3 clusters Score -1478194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1478215.500000 Penalty: 3145.522217
	Iteration 31Q: 3 clusters Score -1478216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1478231.125000 Penalty: 3145.522217
	Iteration 32Q: 3 clusters Score -1478231 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1478241.000000 Penalty: 3145.522217
	Iteration 33Q: 3 clusters Score -1478241 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1478259.625000 Penalty: 3145.522217
	Iteration 34Q: 3 clusters Score -1478260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1478265.375000 Penalty: 3145.522217
	Iteration 35Q: 3 clusters Score -1478265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1478280.750000 Penalty: 3145.522217
	Iteration 36Q: 3 clusters Score -1478281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1478297.625000 Penalty: 3145.522217
	Iteration 37Q: 3 clusters Score -1478298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1478309.500000 Penalty: 3145.522217
	Iteration 38Q: 3 clusters Score -1478310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1478325.250000 Penalty: 3145.522217
	Iteration 39Q: 3 clusters Score -1478325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1478336.000000 Penalty: 3145.522217
	Iteration 40F: 3 clusters Score -1478336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1478344.250000 Penalty: 3145.522217
	Iteration 41Q: 3 clusters Score -1478344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1478351.375000 Penalty: 3145.522217
	Iteration 42Q: 3 clusters Score -1478351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1478352.125000 Penalty: 3145.522217
	Iteration 43Q: 3 clusters Score -1478352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1478353.750000 Penalty: 3145.522217
	Iteration 44Q: 3 clusters Score -1478354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1478356.875000 Penalty: 3145.522217
	Iteration 45Q: 3 clusters Score -1478357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1478355.875000 Penalty: 3145.522217
	Iteration 46Q: 3 clusters Score -1478356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1478355.750000 Penalty: 3145.522217
	Iteration 47Q: 3 clusters Score -1478356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1478358.000000 Penalty: 3145.522217
	Iteration 48Q: 3 clusters Score -1478358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1478359.375000 Penalty: 3145.522217
	Iteration 49Q: 3 clusters Score -1478359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1478359.750000 Penalty: 3145.522217
	Iteration 50Q: 3 clusters Score -1478360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1478359.625000 Penalty: 3145.522217
	Iteration 51Q: 3 clusters Score -1478360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1478363.625000 Penalty: 3145.522217
	Iteration 52Q: 3 clusters Score -1478364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1478364.250000 Penalty: 3145.522217
	Iteration 53Q: 3 clusters Score -1478364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1478364.000000 Penalty: 3145.522217
	Iteration 54Q: 3 clusters Score -1478364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1478368.250000 Penalty: 3145.522217
	Iteration 55Q: 3 clusters Score -1478368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1478372.000000 Penalty: 3145.522217
	Iteration 56Q: 3 clusters Score -1478372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1478372.625000 Penalty: 3145.522217
	Iteration 57Q: 3 clusters Score -1478373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1478370.875000 Penalty: 3145.522217
	Iteration 58Q: 3 clusters Score -1478371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1478371.125000 Penalty: 3145.522217
	Iteration 59Q: 3 clusters Score -1478371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1478372.750000 Penalty: 3145.522217
	Iteration 60F: 3 clusters Score -1478373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1478371.625000 Penalty: 3145.522217
	Iteration 61Q: 3 clusters Score -1478372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1478371.500000 Penalty: 3145.522217
	Iteration 62Q: 3 clusters Score -1478372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1478370.125000 Penalty: 3145.522217
	Iteration 63Q: 3 clusters Score -1478370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1478370.375000 Penalty: 3145.522217
	Iteration 64Q: 3 clusters Score -1478370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1478370.375000 Penalty: 3145.522217
	Iteration 65F: 3 clusters Score -1478370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -95988.765625 Penalty: 1128.100464
	Iteration 0F: 2 clusters Score -95988.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -94521.500000 Penalty: 2256.200928
	Iteration 0F: 3 clusters Score -94521.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -94743.062500 Penalty: 2256.200928
	Iteration 1F: 3 clusters Score -94743.06 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -94807.429688 Penalty: 2256.200928
	Iteration 2F: 3 clusters Score -94807.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -94836.484375 Penalty: 2256.200928
	Iteration 3Q: 3 clusters Score -94836.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -94862.578125 Penalty: 2256.200928
	Iteration 4Q: 3 clusters Score -94862.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -94884.195312 Penalty: 2256.200928
	Iteration 5Q: 3 clusters Score -94884.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -94891.242188 Penalty: 2256.200928
	Iteration 6Q: 3 clusters Score -94891.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -94894.437500 Penalty: 2256.200928
	Iteration 7Q: 3 clusters Score -94894.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -94895.445312 Penalty: 2256.200928
	Iteration 8Q: 3 clusters Score -94895.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94896.757812 Penalty: 2256.200928
	Iteration 9Q: 3 clusters Score -94896.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94897.945312 Penalty: 2256.200928
	Iteration 10Q: 3 clusters Score -94897.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94899.273438 Penalty: 2256.200928
	Iteration 11Q: 3 clusters Score -94899.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -94901.140625 Penalty: 2256.200928
	Iteration 12Q: 3 clusters Score -94901.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -94903.734375 Penalty: 2256.200928
	Iteration 13Q: 3 clusters Score -94903.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -94908.109375 Penalty: 2256.200928
	Iteration 14Q: 3 clusters Score -94908.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -94910.585938 Penalty: 2256.200928
	Iteration 15Q: 3 clusters Score -94910.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -94913.843750 Penalty: 2256.200928
	Iteration 16Q: 3 clusters Score -94913.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -94914.296875 Penalty: 2256.200928
	Iteration 17Q: 3 clusters Score -94914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -94914.531250 Penalty: 2256.200928
	Iteration 18Q: 3 clusters Score -94914.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -94914.531250 Penalty: 2256.200928
	Iteration 19F: 3 clusters Score -94914.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -183675.578125 Penalty: 1242.765259
	Iteration 0F: 2 clusters Score -183675.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -181531.078125 Penalty: 2485.530518
	Iteration 0F: 3 clusters Score -181531.1 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -182008.046875 Penalty: 2485.530518
	Iteration 1F: 3 clusters Score -182008 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -182121.468750 Penalty: 2485.530518
	Iteration 2F: 3 clusters Score -182121.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -182181.515625 Penalty: 2485.530518
	Iteration 3Q: 3 clusters Score -182181.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -182222.062500 Penalty: 2485.530518
	Iteration 4Q: 3 clusters Score -182222.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -182261.000000 Penalty: 2485.530518
	Iteration 5Q: 3 clusters Score -182261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -182287.531250 Penalty: 2485.530518
	Iteration 6Q: 3 clusters Score -182287.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -182303.453125 Penalty: 2485.530518
	Iteration 7Q: 3 clusters Score -182303.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -182325.093750 Penalty: 2485.530518
	Iteration 8Q: 3 clusters Score -182325.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -182346.593750 Penalty: 2485.530518
	Iteration 9Q: 3 clusters Score -182346.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -182360.546875 Penalty: 2485.530518
	Iteration 10Q: 3 clusters Score -182360.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -182370.203125 Penalty: 2485.530518
	Iteration 11Q: 3 clusters Score -182370.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -182377.296875 Penalty: 2485.530518
	Iteration 12Q: 3 clusters Score -182377.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -182382.734375 Penalty: 2485.530518
	Iteration 13Q: 3 clusters Score -182382.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -182388.812500 Penalty: 2485.530518
	Iteration 14Q: 3 clusters Score -182388.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -182392.203125 Penalty: 2485.530518
	Iteration 15Q: 3 clusters Score -182392.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -182396.578125 Penalty: 2485.530518
	Iteration 16Q: 3 clusters Score -182396.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -182398.250000 Penalty: 2485.530518
	Iteration 17Q: 3 clusters Score -182398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -182400.281250 Penalty: 2485.530518
	Iteration 18Q: 3 clusters Score -182400.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -182401.546875 Penalty: 2485.530518
	Iteration 19Q: 3 clusters Score -182401.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -182402.375000 Penalty: 2485.530518
	Iteration 20F: 3 clusters Score -182402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -182403.000000 Penalty: 2485.530518
	Iteration 21Q: 3 clusters Score -182403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -182404.453125 Penalty: 2485.530518
	Iteration 22Q: 3 clusters Score -182404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -182406.328125 Penalty: 2485.530518
	Iteration 23Q: 3 clusters Score -182406.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -182407.640625 Penalty: 2485.530518
	Iteration 24Q: 3 clusters Score -182407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -182408.937500 Penalty: 2485.530518
	Iteration 25Q: 3 clusters Score -182408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -182409.468750 Penalty: 2485.530518
	Iteration 26Q: 3 clusters Score -182409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -182410.843750 Penalty: 2485.530518
	Iteration 27Q: 3 clusters Score -182410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -182411.921875 Penalty: 2485.530518
	Iteration 28Q: 3 clusters Score -182411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -182411.781250 Penalty: 2485.530518
	Iteration 29Q: 3 clusters Score -182411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -182412.234375 Penalty: 2485.530518
	Iteration 30Q: 3 clusters Score -182412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -182412.953125 Penalty: 2485.530518
	Iteration 31Q: 3 clusters Score -182413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -182412.953125 Penalty: 2485.530518
	Iteration 32F: 3 clusters Score -182413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (85870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Entering Unmasked Estep 
Score: -7878161.000000 Penalty: 1846.095825
	Iteration 0F: 2 clusters Score -7878161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -7820930.500000 Penalty: 3692.191650
	Iteration 0F: 3 clusters Score -7820930 nChanged 40929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -7844629.500000 Penalty: 3692.191650
	Iteration 1F: 3 clusters Score -7844630 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -7845393.500000 Penalty: 3692.191650
	Iteration 2Q: 3 clusters Score -7845394 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -7846321.500000 Penalty: 3692.191650
	Iteration 3Q: 3 clusters Score -7846322 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -7847569.000000 Penalty: 3692.191650
	Iteration 4Q: 3 clusters Score -7847569 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -7849105.500000 Penalty: 3692.191650
	Iteration 5Q: 3 clusters Score -7849106 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -7850797.000000 Penalty: 3692.191650
	Iteration 6Q: 3 clusters Score -7850797 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7852642.500000 Penalty: 3692.191650
	Iteration 7Q: 3 clusters Score -7852642 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -7854410.500000 Penalty: 3692.191650
	Iteration 8Q: 3 clusters Score -7854410 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -7856092.500000 Penalty: 3692.191650
	Iteration 9Q: 3 clusters Score -7856092 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -7857706.000000 Penalty: 3692.191650
	Iteration 10Q: 3 clusters Score -7857706 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -7859307.500000 Penalty: 3692.191650
	Iteration 11Q: 3 clusters Score -7859308 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -7861056.000000 Penalty: 3692.191650
	Iteration 12Q: 3 clusters Score -7861056 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -7863108.000000 Penalty: 3692.191650
	Iteration 13Q: 3 clusters Score -7863108 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -7865421.000000 Penalty: 3692.191650
	Iteration 14Q: 3 clusters Score -7865421 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -7867791.000000 Penalty: 3692.191650
	Iteration 15Q: 3 clusters Score -7867791 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74322 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -7870149.500000 Penalty: 3692.191650
	Iteration 16Q: 3 clusters Score -7870150 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -7872219.000000 Penalty: 3692.191650
	Iteration 17Q: 3 clusters Score -7872219 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -7873762.500000 Penalty: 3692.191650
	Iteration 18Q: 3 clusters Score -7873762 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -7874889.000000 Penalty: 3692.191650
	Iteration 19Q: 3 clusters Score -7874889 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -7875534.000000 Penalty: 3692.191650
	Iteration 20F: 3 clusters Score -7875534 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7875867.000000 Penalty: 3692.191650
	Iteration 21Q: 3 clusters Score -7875867 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7876101.500000 Penalty: 3692.191650
	Iteration 22Q: 3 clusters Score -7876102 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7876252.000000 Penalty: 3692.191650
	Iteration 23Q: 3 clusters Score -7876252 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84619 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7876354.500000 Penalty: 3692.191650
	Iteration 24Q: 3 clusters Score -7876354 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7876419.500000 Penalty: 3692.191650
	Iteration 25Q: 3 clusters Score -7876420 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84863 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7876459.500000 Penalty: 3692.191650
	Iteration 26Q: 3 clusters Score -7876460 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7876491.000000 Penalty: 3692.191650
	Iteration 27Q: 3 clusters Score -7876491 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7876520.500000 Penalty: 3692.191650
	Iteration 28Q: 3 clusters Score -7876520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7876532.500000 Penalty: 3692.191650
	Iteration 29Q: 3 clusters Score -7876532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85062 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7876556.000000 Penalty: 3692.191650
	Iteration 30Q: 3 clusters Score -7876556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7876572.500000 Penalty: 3692.191650
	Iteration 31Q: 3 clusters Score -7876572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85118 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7876593.500000 Penalty: 3692.191650
	Iteration 32Q: 3 clusters Score -7876594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7876607.000000 Penalty: 3692.191650
	Iteration 33Q: 3 clusters Score -7876607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7876619.500000 Penalty: 3692.191650
	Iteration 34Q: 3 clusters Score -7876620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7876628.500000 Penalty: 3692.191650
	Iteration 35Q: 3 clusters Score -7876628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7876646.000000 Penalty: 3692.191650
	Iteration 36Q: 3 clusters Score -7876646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7876662.000000 Penalty: 3692.191650
	Iteration 37Q: 3 clusters Score -7876662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85231 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7876675.000000 Penalty: 3692.191650
	Iteration 38Q: 3 clusters Score -7876675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85243 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7876685.000000 Penalty: 3692.191650
	Iteration 39Q: 3 clusters Score -7876685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85246 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7876690.500000 Penalty: 3692.191650
	Iteration 40F: 3 clusters Score -7876690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7876689.000000 Penalty: 3692.191650
	Iteration 41Q: 3 clusters Score -7876689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7876687.500000 Penalty: 3692.191650
	Iteration 42Q: 3 clusters Score -7876688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85259 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7876693.500000 Penalty: 3692.191650
	Iteration 43Q: 3 clusters Score -7876694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7876695.500000 Penalty: 3692.191650
	Iteration 44Q: 3 clusters Score -7876696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7876693.000000 Penalty: 3692.191650
	Iteration 45Q: 3 clusters Score -7876693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7876693.000000 Penalty: 3692.191650
	Iteration 46F: 3 clusters Score -7876693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (207714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207714 members 
Entering Unmasked Estep 
Score: -18997322.000000 Penalty: 1989.636597
	Iteration 0F: 2 clusters Score -1.899732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 103766 members 
Entering Unmasked Estep 
Score: -18859492.000000 Penalty: 3979.273193
	Iteration 0F: 3 clusters Score -1.885949e+07 nChanged 100787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107025 members 
Mstep: Class 2 contains 100689 members 
Entering Unmasked Estep 
Score: -18920164.000000 Penalty: 3979.273193
	Iteration 1F: 3 clusters Score -1.892016e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109294 members 
Mstep: Class 2 contains 98420 members 
Entering Unmasked Estep 
Score: -18921966.000000 Penalty: 3979.273193
	Iteration 2Q: 3 clusters Score -1.892197e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112748 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -18924352.000000 Penalty: 3979.273193
	Iteration 3Q: 3 clusters Score -1.892435e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117804 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -18927728.000000 Penalty: 3979.273193
	Iteration 4Q: 3 clusters Score -1.892773e+07 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124991 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -18932266.000000 Penalty: 3979.273193
	Iteration 5F: 3 clusters Score -1.893227e+07 nChanged 12150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134695 members 
Mstep: Class 2 contains 73019 members 
Entering Unmasked Estep 
Score: -18938822.000000 Penalty: 3979.273193
	Iteration 6F: 3 clusters Score -1.893882e+07 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146821 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -18947486.000000 Penalty: 3979.273193
	Iteration 7F: 3 clusters Score -1.894749e+07 nChanged 14226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160341 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -18957658.000000 Penalty: 3979.273193
	Iteration 8F: 3 clusters Score -1.895766e+07 nChanged 13608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173717 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -18968390.000000 Penalty: 3979.273193
	Iteration 9F: 3 clusters Score -1.896839e+07 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185325 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -18978118.000000 Penalty: 3979.273193
	Iteration 10F: 3 clusters Score -1.897812e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194025 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -18985638.000000 Penalty: 3979.273193
	Iteration 11Q: 3 clusters Score -1.898564e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199589 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -18990182.000000 Penalty: 3979.273193
	Iteration 12Q: 3 clusters Score -1.899018e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202932 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -18992754.000000 Penalty: 3979.273193
	Iteration 13Q: 3 clusters Score -1.899275e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204853 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -18994066.000000 Penalty: 3979.273193
	Iteration 14Q: 3 clusters Score -1.899407e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205902 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -18994752.000000 Penalty: 3979.273193
	Iteration 15Q: 3 clusters Score -1.899475e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206491 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -18995086.000000 Penalty: 3979.273193
	Iteration 16Q: 3 clusters Score -1.899509e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206830 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -18995274.000000 Penalty: 3979.273193
	Iteration 17Q: 3 clusters Score -1.899527e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207009 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -18995408.000000 Penalty: 3979.273193
	Iteration 18Q: 3 clusters Score -1.899541e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207126 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -18995478.000000 Penalty: 3979.273193
	Iteration 19Q: 3 clusters Score -1.899548e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207195 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18995528.000000 Penalty: 3979.273193
	Iteration 20F: 3 clusters Score -1.899553e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207235 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -18995560.000000 Penalty: 3979.273193
	Iteration 21Q: 3 clusters Score -1.899556e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207265 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -18995600.000000 Penalty: 3979.273193
	Iteration 22Q: 3 clusters Score -1.89956e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207291 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -18995620.000000 Penalty: 3979.273193
	Iteration 23Q: 3 clusters Score -1.899562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207307 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -18995612.000000 Penalty: 3979.273193
	Iteration 24Q: 3 clusters Score -1.899561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207313 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -18995616.000000 Penalty: 3979.273193
	Iteration 25Q: 3 clusters Score -1.899562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207321 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -18995638.000000 Penalty: 3979.273193
	Iteration 26Q: 3 clusters Score -1.899564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207324 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -18995634.000000 Penalty: 3979.273193
	Iteration 27Q: 3 clusters Score -1.899563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207327 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -18995640.000000 Penalty: 3979.273193
	Iteration 28Q: 3 clusters Score -1.899564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207331 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -18995654.000000 Penalty: 3979.273193
	Iteration 29Q: 3 clusters Score -1.899565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207336 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18995640.000000 Penalty: 3979.273193
	Iteration 30Q: 3 clusters Score -1.899564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207342 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18995646.000000 Penalty: 3979.273193
	Iteration 31Q: 3 clusters Score -1.899565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207347 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -18995648.000000 Penalty: 3979.273193
	Iteration 32Q: 3 clusters Score -1.899565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207351 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -18995640.000000 Penalty: 3979.273193
	Iteration 33Q: 3 clusters Score -1.899564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207353 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -18995644.000000 Penalty: 3979.273193
	Iteration 34Q: 3 clusters Score -1.899564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207356 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18995648.000000 Penalty: 3979.273193
	Iteration 35Q: 3 clusters Score -1.899565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207357 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -18995644.000000 Penalty: 3979.273193
	Iteration 36Q: 3 clusters Score -1.899564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207357 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -18995644.000000 Penalty: 3979.273193
	Iteration 37F: 3 clusters Score -1.899564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -547769.687500 Penalty: 1419.575073
	Iteration 0F: 2 clusters Score -547769.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -543005.937500 Penalty: 2839.150146
	Iteration 0F: 3 clusters Score -543005.9 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -544485.750000 Penalty: 2839.150146
	Iteration 1F: 3 clusters Score -544485.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -544641.625000 Penalty: 2839.150146
	Iteration 2F: 3 clusters Score -544641.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -544759.750000 Penalty: 2839.150146
	Iteration 3Q: 3 clusters Score -544759.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -544853.812500 Penalty: 2839.150146
	Iteration 4Q: 3 clusters Score -544853.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -544943.250000 Penalty: 2839.150146
	Iteration 5Q: 3 clusters Score -544943.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -545032.000000 Penalty: 2839.150146
	Iteration 6Q: 3 clusters Score -545032 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -545130.562500 Penalty: 2839.150146
	Iteration 7Q: 3 clusters Score -545130.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -545236.437500 Penalty: 2839.150146
	Iteration 8Q: 3 clusters Score -545236.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -545345.625000 Penalty: 2839.150146
	Iteration 9Q: 3 clusters Score -545345.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -545461.125000 Penalty: 2839.150146
	Iteration 10Q: 3 clusters Score -545461.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -545575.187500 Penalty: 2839.150146
	Iteration 11Q: 3 clusters Score -545575.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -545716.062500 Penalty: 2839.150146
	Iteration 12Q: 3 clusters Score -545716.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -545815.750000 Penalty: 2839.150146
	Iteration 13Q: 3 clusters Score -545815.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -545929.875000 Penalty: 2839.150146
	Iteration 14Q: 3 clusters Score -545929.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -546031.125000 Penalty: 2839.150146
	Iteration 15Q: 3 clusters Score -546031.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -546107.312500 Penalty: 2839.150146
	Iteration 16Q: 3 clusters Score -546107.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -546182.000000 Penalty: 2839.150146
	Iteration 17Q: 3 clusters Score -546182 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -546238.750000 Penalty: 2839.150146
	Iteration 18Q: 3 clusters Score -546238.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -546287.812500 Penalty: 2839.150146
	Iteration 19Q: 3 clusters Score -546287.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -546319.125000 Penalty: 2839.150146
	Iteration 20F: 3 clusters Score -546319.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -546344.250000 Penalty: 2839.150146
	Iteration 21Q: 3 clusters Score -546344.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -546363.187500 Penalty: 2839.150146
	Iteration 22Q: 3 clusters Score -546363.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -546381.875000 Penalty: 2839.150146
	Iteration 23Q: 3 clusters Score -546381.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -546395.687500 Penalty: 2839.150146
	Iteration 24Q: 3 clusters Score -546395.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -546407.250000 Penalty: 2839.150146
	Iteration 25Q: 3 clusters Score -546407.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -546417.687500 Penalty: 2839.150146
	Iteration 26Q: 3 clusters Score -546417.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -546427.812500 Penalty: 2839.150146
	Iteration 27Q: 3 clusters Score -546427.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -546439.875000 Penalty: 2839.150146
	Iteration 28Q: 3 clusters Score -546439.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -546449.375000 Penalty: 2839.150146
	Iteration 29Q: 3 clusters Score -546449.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -546456.750000 Penalty: 2839.150146
	Iteration 30Q: 3 clusters Score -546456.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -546463.812500 Penalty: 2839.150146
	Iteration 31Q: 3 clusters Score -546463.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -546465.437500 Penalty: 2839.150146
	Iteration 32Q: 3 clusters Score -546465.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -546472.250000 Penalty: 2839.150146
	Iteration 33Q: 3 clusters Score -546472.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -546477.625000 Penalty: 2839.150146
	Iteration 34Q: 3 clusters Score -546477.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -546486.562500 Penalty: 2839.150146
	Iteration 35Q: 3 clusters Score -546486.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -546499.937500 Penalty: 2839.150146
	Iteration 36Q: 3 clusters Score -546499.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -546518.875000 Penalty: 2839.150146
	Iteration 37Q: 3 clusters Score -546518.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -546538.437500 Penalty: 2839.150146
	Iteration 38Q: 3 clusters Score -546538.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -546555.625000 Penalty: 2839.150146
	Iteration 39Q: 3 clusters Score -546555.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -546603.750000 Penalty: 2839.150146
	Iteration 40F: 3 clusters Score -546603.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -546658.312500 Penalty: 2839.150146
	Iteration 41Q: 3 clusters Score -546658.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -546691.750000 Penalty: 2839.150146
	Iteration 42Q: 3 clusters Score -546691.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -546727.937500 Penalty: 2839.150146
	Iteration 43Q: 3 clusters Score -546727.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -546755.000000 Penalty: 2839.150146
	Iteration 44Q: 3 clusters Score -546755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -546773.375000 Penalty: 2839.150146
	Iteration 45Q: 3 clusters Score -546773.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -546794.187500 Penalty: 2839.150146
	Iteration 46Q: 3 clusters Score -546794.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -546803.750000 Penalty: 2839.150146
	Iteration 47Q: 3 clusters Score -546803.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -546818.250000 Penalty: 2839.150146
	Iteration 48Q: 3 clusters Score -546818.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -546825.875000 Penalty: 2839.150146
	Iteration 49Q: 3 clusters Score -546825.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -546829.000000 Penalty: 2839.150146
	Iteration 50Q: 3 clusters Score -546829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -546829.312500 Penalty: 2839.150146
	Iteration 51Q: 3 clusters Score -546829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -546830.125000 Penalty: 2839.150146
	Iteration 52Q: 3 clusters Score -546830.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -546832.000000 Penalty: 2839.150146
	Iteration 53Q: 3 clusters Score -546832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -546831.562500 Penalty: 2839.150146
	Iteration 54Q: 3 clusters Score -546831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -546832.500000 Penalty: 2839.150146
	Iteration 55Q: 3 clusters Score -546832.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -546832.500000 Penalty: 2839.150146
	Iteration 56F: 3 clusters Score -546832.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -128272.148438 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -128272.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -126610.835938 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -126610.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -126924.671875 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -126924.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -127004.046875 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -127004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -127046.710938 Penalty: 2351.107666
	Iteration 3Q: 3 clusters Score -127046.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -127071.703125 Penalty: 2351.107666
	Iteration 4Q: 3 clusters Score -127071.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -127085.578125 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -127085.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -127097.343750 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -127097.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -127107.406250 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -127107.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -127114.218750 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -127114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -127116.710938 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -127116.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -127117.578125 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -127117.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -127117.578125 Penalty: 2351.107666
	Iteration 11F: 3 clusters Score -127117.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 9137 members 
Mstep: Class 8 contains 3421 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12966 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12535 members 
Mstep: Class 14 contains 35605 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5724 members 
Mstep: Class 19 contains 15971 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 85870 members 
Mstep: Class 23 contains 207714 members 
Mstep: Class 24 contains 6222 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849860.000000 Penalty: 54010.652344
Iteration 199Q: 26 clusters Score -5.384986e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 15880 members 
Mstep: Class 7 contains 9138 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 837 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12929 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 13 contains 12536 members 
Mstep: Class 14 contains 35606 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5733 members 
Mstep: Class 19 contains 15972 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 85870 members 
Mstep: Class 23 contains 207678 members 
Mstep: Class 24 contains 6239 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849864.000000 Penalty: 54010.652344
Iteration 200F: 26 clusters Score -5.384986e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 15925 members 
Mstep: Class 7 contains 9141 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 9 contains 863 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12887 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 13 contains 12541 members 
Mstep: Class 14 contains 35607 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 5737 members 
Mstep: Class 19 contains 15974 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 85868 members 
Mstep: Class 23 contains 207656 members 
Mstep: Class 24 contains 6259 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850032.000000 Penalty: 54010.652344
Iteration 201Q: 26 clusters Score -5.385003e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66620 members 
Mstep: Class 2 contains 76997 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1647 members 
Mstep: Class 6 contains 15949 members 
Mstep: Class 7 contains 9141 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12864 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 13 contains 12545 members 
Mstep: Class 14 contains 35605 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 5741 members 
Mstep: Class 19 contains 15979 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 85864 members 
Mstep: Class 23 contains 207637 members 
Mstep: Class 24 contains 6278 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850084.000000 Penalty: 54010.652344
Iteration 202Q: 26 clusters Score -5.385008e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1640 members 
Mstep: Class 6 contains 15977 members 
Mstep: Class 7 contains 9140 members 
Mstep: Class 8 contains 3349 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12828 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 13 contains 12548 members 
Mstep: Class 14 contains 35605 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 5736 members 
Mstep: Class 19 contains 15993 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 85865 members 
Mstep: Class 23 contains 207616 members 
Mstep: Class 24 contains 6292 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850228.000000 Penalty: 54010.652344
Iteration 203Q: 26 clusters Score -5.385023e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 16009 members 
Mstep: Class 7 contains 9134 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 948 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12798 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 13 contains 12556 members 
Mstep: Class 14 contains 35605 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5731 members 
Mstep: Class 19 contains 16009 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85861 members 
Mstep: Class 23 contains 207585 members 
Mstep: Class 24 contains 6307 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850284.000000 Penalty: 54010.652344
Iteration 204Q: 26 clusters Score -5.385028e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 16038 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 3318 members 
Mstep: Class 9 contains 960 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12780 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12558 members 
Mstep: Class 14 contains 35605 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5732 members 
Mstep: Class 19 contains 16027 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85855 members 
Mstep: Class 23 contains 207562 members 
Mstep: Class 24 contains 6326 members 
Mstep: Class 25 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850252.000000 Penalty: 54010.652344
Iteration 205Q: 26 clusters Score -5.385025e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 16075 members 
Mstep: Class 7 contains 9124 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 975 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12748 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12564 members 
Mstep: Class 14 contains 35605 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5735 members 
Mstep: Class 19 contains 16037 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85856 members 
Mstep: Class 23 contains 207526 members 
Mstep: Class 24 contains 6342 members 
Mstep: Class 25 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850232.000000 Penalty: 54010.652344
Iteration 206Q: 26 clusters Score -5.385023e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 76999 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 16101 members 
Mstep: Class 7 contains 9115 members 
Mstep: Class 8 contains 3291 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12727 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 35605 members 
Mstep: Class 15 contains 5714 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5741 members 
Mstep: Class 19 contains 16046 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85854 members 
Mstep: Class 23 contains 207496 members 
Mstep: Class 24 contains 6352 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850260.000000 Penalty: 54010.652344
Iteration 207Q: 26 clusters Score -5.385026e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 76999 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16133 members 
Mstep: Class 7 contains 9106 members 
Mstep: Class 8 contains 3288 members 
Mstep: Class 9 contains 993 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12707 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12571 members 
Mstep: Class 14 contains 35605 members 
Mstep: Class 15 contains 5710 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5749 members 
Mstep: Class 19 contains 16053 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 85850 members 
Mstep: Class 23 contains 207461 members 
Mstep: Class 24 contains 6360 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850328.000000 Penalty: 54010.652344
Iteration 208Q: 26 clusters Score -5.385033e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 76999 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 16181 members 
Mstep: Class 7 contains 9097 members 
Mstep: Class 8 contains 3286 members 
Mstep: Class 9 contains 1000 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12678 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12567 members 
Mstep: Class 14 contains 35604 members 
Mstep: Class 15 contains 5708 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5751 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 85850 members 
Mstep: Class 23 contains 207438 members 
Mstep: Class 24 contains 6368 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850356.000000 Penalty: 54010.652344
Iteration 209Q: 26 clusters Score -5.385036e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1637 members 
Mstep: Class 6 contains 16240 members 
Mstep: Class 7 contains 9087 members 
Mstep: Class 8 contains 3283 members 
Mstep: Class 9 contains 1004 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12647 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12564 members 
Mstep: Class 14 contains 35606 members 
Mstep: Class 15 contains 5709 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5758 members 
Mstep: Class 19 contains 16055 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2092 members 
Mstep: Class 22 contains 85847 members 
Mstep: Class 23 contains 207404 members 
Mstep: Class 24 contains 6377 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850368.000000 Penalty: 54010.652344
Iteration 210Q: 26 clusters Score -5.385037e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1637 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 9077 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 1005 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12613 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12563 members 
Mstep: Class 14 contains 35607 members 
Mstep: Class 15 contains 5709 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5759 members 
Mstep: Class 19 contains 16060 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 85845 members 
Mstep: Class 23 contains 207366 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850348.000000 Penalty: 54010.652344
Iteration 211Q: 26 clusters Score -5.385035e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1637 members 
Mstep: Class 6 contains 16371 members 
Mstep: Class 7 contains 9069 members 
Mstep: Class 8 contains 3272 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12586 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12563 members 
Mstep: Class 14 contains 35606 members 
Mstep: Class 15 contains 5710 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 16070 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 207316 members 
Mstep: Class 24 contains 6393 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850372.000000 Penalty: 54010.652344
Iteration 212Q: 26 clusters Score -5.385037e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 76997 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 16409 members 
Mstep: Class 7 contains 9067 members 
Mstep: Class 8 contains 3271 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12564 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12567 members 
Mstep: Class 14 contains 35607 members 
Mstep: Class 15 contains 5710 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5757 members 
Mstep: Class 19 contains 16077 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 85840 members 
Mstep: Class 23 contains 207283 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850408.000000 Penalty: 54010.652344
Iteration 213Q: 26 clusters Score -5.385041e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 76994 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16439 members 
Mstep: Class 7 contains 9065 members 
Mstep: Class 8 contains 3266 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12542 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 35610 members 
Mstep: Class 15 contains 5710 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5762 members 
Mstep: Class 19 contains 16081 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 85840 members 
Mstep: Class 23 contains 207261 members 
Mstep: Class 24 contains 6416 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850356.000000 Penalty: 54010.652344
Iteration 214Q: 26 clusters Score -5.385036e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 76992 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16467 members 
Mstep: Class 7 contains 9061 members 
Mstep: Class 8 contains 3263 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12528 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 35613 members 
Mstep: Class 15 contains 5710 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5766 members 
Mstep: Class 19 contains 16084 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 85840 members 
Mstep: Class 23 contains 207241 members 
Mstep: Class 24 contains 6421 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850368.000000 Penalty: 54010.652344
Iteration 215Q: 26 clusters Score -5.385037e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 76990 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 16494 members 
Mstep: Class 7 contains 9058 members 
Mstep: Class 8 contains 3262 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 12518 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12569 members 
Mstep: Class 14 contains 35614 members 
Mstep: Class 15 contains 5710 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5767 members 
Mstep: Class 19 contains 16091 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 85840 members 
Mstep: Class 23 contains 207222 members 
Mstep: Class 24 contains 6424 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850372.000000 Penalty: 54010.652344
Iteration 216Q: 26 clusters Score -5.385037e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 76990 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 16524 members 
Mstep: Class 7 contains 9056 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 12506 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12571 members 
Mstep: Class 14 contains 35616 members 
Mstep: Class 15 contains 5709 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5766 members 
Mstep: Class 19 contains 16094 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85842 members 
Mstep: Class 23 contains 207197 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850324.000000 Penalty: 54010.652344
Iteration 217Q: 26 clusters Score -5.385032e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 76990 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 16546 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3111 members 
Mstep: Class 11 contains 12499 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35617 members 
Mstep: Class 15 contains 5710 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5766 members 
Mstep: Class 19 contains 16099 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85839 members 
Mstep: Class 23 contains 207176 members 
Mstep: Class 24 contains 6431 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850388.000000 Penalty: 54010.652344
Iteration 218Q: 26 clusters Score -5.385039e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 76990 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16562 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3257 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3109 members 
Mstep: Class 11 contains 12489 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12575 members 
Mstep: Class 14 contains 35619 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5767 members 
Mstep: Class 19 contains 16101 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85838 members 
Mstep: Class 23 contains 207165 members 
Mstep: Class 24 contains 6438 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850440.000000 Penalty: 54010.652344
Iteration 219Q: 26 clusters Score -5.385044e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 76990 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16575 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3105 members 
Mstep: Class 11 contains 12473 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12575 members 
Mstep: Class 14 contains 35622 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 5768 members 
Mstep: Class 19 contains 16106 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85837 members 
Mstep: Class 23 contains 207155 members 
Mstep: Class 24 contains 6447 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850464.000000 Penalty: 54010.652344
Iteration 220F: 26 clusters Score -5.385046e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 76990 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16597 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3253 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 12460 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 35625 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5768 members 
Mstep: Class 19 contains 16110 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85836 members 
Mstep: Class 23 contains 207146 members 
Mstep: Class 24 contains 6454 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850396.000000 Penalty: 54010.652344
Iteration 221Q: 26 clusters Score -5.38504e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 76988 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16621 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3252 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 12444 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 35629 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 16116 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85836 members 
Mstep: Class 23 contains 207130 members 
Mstep: Class 24 contains 6459 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850424.000000 Penalty: 54010.652344
Iteration 222Q: 26 clusters Score -5.385042e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 76986 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16636 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 12436 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 35634 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 5768 members 
Mstep: Class 19 contains 16116 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85837 members 
Mstep: Class 23 contains 207115 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850396.000000 Penalty: 54010.652344
Iteration 223Q: 26 clusters Score -5.38504e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 76984 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16661 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3250 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3098 members 
Mstep: Class 11 contains 12421 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 35637 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 5767 members 
Mstep: Class 19 contains 16115 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85838 members 
Mstep: Class 23 contains 207102 members 
Mstep: Class 24 contains 6474 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850420.000000 Penalty: 54010.652344
Iteration 224Q: 26 clusters Score -5.385042e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 76982 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16689 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3245 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 12409 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12569 members 
Mstep: Class 14 contains 35643 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 5766 members 
Mstep: Class 19 contains 16116 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85839 members 
Mstep: Class 23 contains 207086 members 
Mstep: Class 24 contains 6480 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850452.000000 Penalty: 54010.652344
Iteration 225Q: 26 clusters Score -5.385045e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 76982 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16707 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 12398 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12569 members 
Mstep: Class 14 contains 35643 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 5767 members 
Mstep: Class 19 contains 16119 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85841 members 
Mstep: Class 23 contains 207072 members 
Mstep: Class 24 contains 6487 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850456.000000 Penalty: 54010.652344
Iteration 226Q: 26 clusters Score -5.385046e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 76981 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16731 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3242 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 12385 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 35645 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 5767 members 
Mstep: Class 19 contains 16124 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85841 members 
Mstep: Class 23 contains 207053 members 
Mstep: Class 24 contains 6490 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850476.000000 Penalty: 54010.652344
Iteration 227Q: 26 clusters Score -5.385048e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 76980 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16750 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 12374 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12569 members 
Mstep: Class 14 contains 35646 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 16126 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85840 members 
Mstep: Class 23 contains 207038 members 
Mstep: Class 24 contains 6495 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850484.000000 Penalty: 54010.652344
Iteration 228Q: 26 clusters Score -5.385048e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 76978 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 16765 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 12363 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 35648 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5768 members 
Mstep: Class 19 contains 16129 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85841 members 
Mstep: Class 23 contains 207028 members 
Mstep: Class 24 contains 6499 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850452.000000 Penalty: 54010.652344
Iteration 229Q: 26 clusters Score -5.385045e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 76977 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 16782 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3239 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 12348 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 35649 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 16130 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85840 members 
Mstep: Class 23 contains 207021 members 
Mstep: Class 24 contains 6503 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850504.000000 Penalty: 54010.652344
Iteration 230Q: 26 clusters Score -5.38505e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 76976 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16796 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3238 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 12339 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 35649 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 16131 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 85840 members 
Mstep: Class 23 contains 207011 members 
Mstep: Class 24 contains 6508 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850548.000000 Penalty: 54010.652344
Iteration 231Q: 26 clusters Score -5.385055e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 76975 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 16811 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 12327 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12567 members 
Mstep: Class 14 contains 35649 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5771 members 
Mstep: Class 19 contains 16132 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 85842 members 
Mstep: Class 23 contains 207004 members 
Mstep: Class 24 contains 6510 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850484.000000 Penalty: 54010.652344
Iteration 232Q: 26 clusters Score -5.385048e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 76975 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 16826 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 12320 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12568 members 
Mstep: Class 14 contains 35648 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5774 members 
Mstep: Class 19 contains 16131 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206992 members 
Mstep: Class 24 contains 6512 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850516.000000 Penalty: 54010.652344
Iteration 233Q: 26 clusters Score -5.385052e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 76973 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16843 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3096 members 
Mstep: Class 11 contains 12314 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 35648 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5778 members 
Mstep: Class 19 contains 16133 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206975 members 
Mstep: Class 24 contains 6513 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850472.000000 Penalty: 54010.652344
Iteration 234Q: 26 clusters Score -5.385047e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 76970 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16858 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3098 members 
Mstep: Class 11 contains 12309 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 35649 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 16134 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2092 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206960 members 
Mstep: Class 24 contains 6516 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850468.000000 Penalty: 54010.652344
Iteration 235Q: 26 clusters Score -5.385047e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 76970 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16874 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3098 members 
Mstep: Class 11 contains 12297 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12569 members 
Mstep: Class 14 contains 35650 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 16134 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206951 members 
Mstep: Class 24 contains 6520 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850488.000000 Penalty: 54010.652344
Iteration 236Q: 26 clusters Score -5.385049e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 76968 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16888 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 12285 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12569 members 
Mstep: Class 14 contains 35651 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 5778 members 
Mstep: Class 19 contains 16136 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2091 members 
Mstep: Class 22 contains 85847 members 
Mstep: Class 23 contains 206943 members 
Mstep: Class 24 contains 6525 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850516.000000 Penalty: 54010.652344
Iteration 237Q: 26 clusters Score -5.385052e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 76964 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16907 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 12275 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 35652 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 16138 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 22 contains 85848 members 
Mstep: Class 23 contains 206929 members 
Mstep: Class 24 contains 6527 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850492.000000 Penalty: 54010.652344
Iteration 238Q: 26 clusters Score -5.385049e+07 nChanged 31
Entering ConstructFrom: 
Score: -53850492.000000 Penalty: 54010.652344
Entering ConstructFrom: 
Trying to split cluster 1 (66632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66632 members 
Entering Unmasked Estep 
Score: -6055126.000000 Penalty: 1804.877808
	Iteration 0F: 2 clusters Score -6055126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -6010617.000000 Penalty: 3609.755615
	Iteration 0F: 3 clusters Score -6010617 nChanged 31578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -6028942.000000 Penalty: 3609.755615
	Iteration 1F: 3 clusters Score -6028942 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -6030332.500000 Penalty: 3609.755615
	Iteration 2Q: 3 clusters Score -6030332 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -6032398.000000 Penalty: 3609.755615
	Iteration 3F: 3 clusters Score -6032398 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -6035934.000000 Penalty: 3609.755615
	Iteration 4F: 3 clusters Score -6035934 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -6040932.000000 Penalty: 3609.755615
	Iteration 5F: 3 clusters Score -6040932 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -6046224.500000 Penalty: 3609.755615
	Iteration 6F: 3 clusters Score -6046224 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -6049997.500000 Penalty: 3609.755615
	Iteration 7F: 3 clusters Score -6049998 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -6051914.000000 Penalty: 3609.755615
	Iteration 8Q: 3 clusters Score -6051914 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -6052756.000000 Penalty: 3609.755615
	Iteration 9Q: 3 clusters Score -6052756 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -6053161.500000 Penalty: 3609.755615
	Iteration 10Q: 3 clusters Score -6053162 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -6053407.500000 Penalty: 3609.755615
	Iteration 11Q: 3 clusters Score -6053408 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 61354 members 
Entering Unmasked Estep 
Score: -6053580.000000 Penalty: 3609.755615
	Iteration 12Q: 3 clusters Score -6053580 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -6053716.500000 Penalty: 3609.755615
	Iteration 13Q: 3 clusters Score -6053716 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -6053813.500000 Penalty: 3609.755615
	Iteration 14Q: 3 clusters Score -6053814 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -6053872.500000 Penalty: 3609.755615
	Iteration 15Q: 3 clusters Score -6053872 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -6053922.500000 Penalty: 3609.755615
	Iteration 16Q: 3 clusters Score -6053922 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -6053955.500000 Penalty: 3609.755615
	Iteration 17Q: 3 clusters Score -6053956 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -6053976.500000 Penalty: 3609.755615
	Iteration 18Q: 3 clusters Score -6053976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -6053979.500000 Penalty: 3609.755615
	Iteration 19Q: 3 clusters Score -6053980 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -6053980.500000 Penalty: 3609.755615
	Iteration 20F: 3 clusters Score -6053980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -6053999.000000 Penalty: 3609.755615
	Iteration 21Q: 3 clusters Score -6053999 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -6054015.500000 Penalty: 3609.755615
	Iteration 22Q: 3 clusters Score -6054016 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -6054030.000000 Penalty: 3609.755615
	Iteration 23Q: 3 clusters Score -6054030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -6054025.500000 Penalty: 3609.755615
	Iteration 24Q: 3 clusters Score -6054026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -6054045.000000 Penalty: 3609.755615
	Iteration 25Q: 3 clusters Score -6054045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -6054051.500000 Penalty: 3609.755615
	Iteration 26Q: 3 clusters Score -6054052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -6054059.500000 Penalty: 3609.755615
	Iteration 27Q: 3 clusters Score -6054060 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -6054062.000000 Penalty: 3609.755615
	Iteration 28Q: 3 clusters Score -6054062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -6054070.500000 Penalty: 3609.755615
	Iteration 29Q: 3 clusters Score -6054070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -6054079.000000 Penalty: 3609.755615
	Iteration 30Q: 3 clusters Score -6054079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -6054087.000000 Penalty: 3609.755615
	Iteration 31Q: 3 clusters Score -6054087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -6054089.000000 Penalty: 3609.755615
	Iteration 32Q: 3 clusters Score -6054089 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -6054099.500000 Penalty: 3609.755615
	Iteration 33Q: 3 clusters Score -6054100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -6054093.000000 Penalty: 3609.755615
	Iteration 34Q: 3 clusters Score -6054093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -6054131.500000 Penalty: 3609.755615
	Iteration 35Q: 3 clusters Score -6054132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -6054130.500000 Penalty: 3609.755615
	Iteration 36Q: 3 clusters Score -6054130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -6054147.000000 Penalty: 3609.755615
	Iteration 37Q: 3 clusters Score -6054147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -6054147.000000 Penalty: 3609.755615
	Iteration 38Q: 3 clusters Score -6054147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -6054154.000000 Penalty: 3609.755615
	Iteration 39Q: 3 clusters Score -6054154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -6054152.000000 Penalty: 3609.755615
	Iteration 40F: 3 clusters Score -6054152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -6054156.000000 Penalty: 3609.755615
	Iteration 41Q: 3 clusters Score -6054156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -6054159.000000 Penalty: 3609.755615
	Iteration 42Q: 3 clusters Score -6054159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -6054165.000000 Penalty: 3609.755615
	Iteration 43Q: 3 clusters Score -6054165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -6054178.000000 Penalty: 3609.755615
	Iteration 44Q: 3 clusters Score -6054178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -6054173.000000 Penalty: 3609.755615
	Iteration 45Q: 3 clusters Score -6054173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -6054172.000000 Penalty: 3609.755615
	Iteration 46Q: 3 clusters Score -6054172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -6054169.500000 Penalty: 3609.755615
	Iteration 47Q: 3 clusters Score -6054170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -6054168.000000 Penalty: 3609.755615
	Iteration 48Q: 3 clusters Score -6054168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -6054164.000000 Penalty: 3609.755615
	Iteration 49Q: 3 clusters Score -6054164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -6054161.000000 Penalty: 3609.755615
	Iteration 50Q: 3 clusters Score -6054161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 64129 members 
Entering Unmasked Estep 
Score: -6054165.500000 Penalty: 3609.755615
	Iteration 51Q: 3 clusters Score -6054166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -6054165.500000 Penalty: 3609.755615
	Iteration 52Q: 3 clusters Score -6054166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -6054169.000000 Penalty: 3609.755615
	Iteration 53Q: 3 clusters Score -6054169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -6054173.000000 Penalty: 3609.755615
	Iteration 54Q: 3 clusters Score -6054173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -6054168.500000 Penalty: 3609.755615
	Iteration 55Q: 3 clusters Score -6054168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -6054171.000000 Penalty: 3609.755615
	Iteration 56Q: 3 clusters Score -6054171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -6054177.000000 Penalty: 3609.755615
	Iteration 57Q: 3 clusters Score -6054177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -6054171.500000 Penalty: 3609.755615
	Iteration 58Q: 3 clusters Score -6054172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -6054178.000000 Penalty: 3609.755615
	Iteration 59Q: 3 clusters Score -6054178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -6054173.000000 Penalty: 3609.755615
	Iteration 60F: 3 clusters Score -6054173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -6054177.000000 Penalty: 3609.755615
	Iteration 61Q: 3 clusters Score -6054177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -6054186.000000 Penalty: 3609.755615
	Iteration 62Q: 3 clusters Score -6054186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -6054186.000000 Penalty: 3609.755615
	Iteration 63Q: 3 clusters Score -6054186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -6054182.500000 Penalty: 3609.755615
	Iteration 64Q: 3 clusters Score -6054182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -6054181.500000 Penalty: 3609.755615
	Iteration 65Q: 3 clusters Score -6054182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -6054193.500000 Penalty: 3609.755615
	Iteration 66Q: 3 clusters Score -6054194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -6054192.000000 Penalty: 3609.755615
	Iteration 67Q: 3 clusters Score -6054192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6054195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6054192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -6054197.000000 Penalty: 3609.755615
	Iteration 70Q: 3 clusters Score -6054197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -6054181.000000 Penalty: 3609.755615
	Iteration 71Q: 3 clusters Score -6054181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -6054182.500000 Penalty: 3609.755615
	Iteration 72Q: 3 clusters Score -6054182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
Score: -6054179.500000 Penalty: 3609.755615
	Iteration 73Q: 3 clusters Score -6054180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -6054186.500000 Penalty: 3609.755615
	Iteration 74Q: 3 clusters Score -6054186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -6054193.500000 Penalty: 3609.755615
	Iteration 75Q: 3 clusters Score -6054194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6054193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -6054190.000000 Penalty: 3609.755615
	Iteration 77Q: 3 clusters Score -6054190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -6054189.000000 Penalty: 3609.755615
	Iteration 78Q: 3 clusters Score -6054189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -6054194.000000 Penalty: 3609.755615
	Iteration 79Q: 3 clusters Score -6054194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -6054193.000000 Penalty: 3609.755615
	Iteration 80F: 3 clusters Score -6054193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -6054204.500000 Penalty: 3609.755615
	Iteration 81Q: 3 clusters Score -6054204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -6054207.000000 Penalty: 3609.755615
	Iteration 82Q: 3 clusters Score -6054207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -6054217.000000 Penalty: 3609.755615
	Iteration 83Q: 3 clusters Score -6054217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -6054222.000000 Penalty: 3609.755615
	Iteration 84Q: 3 clusters Score -6054222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -6054231.500000 Penalty: 3609.755615
	Iteration 85Q: 3 clusters Score -6054232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -6054241.000000 Penalty: 3609.755615
	Iteration 86Q: 3 clusters Score -6054241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -6054253.500000 Penalty: 3609.755615
	Iteration 87Q: 3 clusters Score -6054254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -6054261.500000 Penalty: 3609.755615
	Iteration 88Q: 3 clusters Score -6054262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -6054256.000000 Penalty: 3609.755615
	Iteration 89Q: 3 clusters Score -6054256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -6054262.500000 Penalty: 3609.755615
	Iteration 90Q: 3 clusters Score -6054262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -6054268.000000 Penalty: 3609.755615
	Iteration 91Q: 3 clusters Score -6054268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -6054270.000000 Penalty: 3609.755615
	Iteration 92Q: 3 clusters Score -6054270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -6054285.500000 Penalty: 3609.755615
	Iteration 93Q: 3 clusters Score -6054286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -6054306.500000 Penalty: 3609.755615
	Iteration 94Q: 3 clusters Score -6054306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 64777 members 
Entering Unmasked Estep 
Score: -6054318.000000 Penalty: 3609.755615
	Iteration 95Q: 3 clusters Score -6054318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6054350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -6054384.500000 Penalty: 3609.755615
	Iteration 97Q: 3 clusters Score -6054384 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -6054415.500000 Penalty: 3609.755615
	Iteration 98Q: 3 clusters Score -6054416 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -6054466.000000 Penalty: 3609.755615
	Iteration 99Q: 3 clusters Score -6054466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -6054503.500000 Penalty: 3609.755615
	Iteration 100F: 3 clusters Score -6054504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -6054512.000000 Penalty: 3609.755615
	Iteration 101Q: 3 clusters Score -6054512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -6054550.500000 Penalty: 3609.755615
	Iteration 102Q: 3 clusters Score -6054550 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -6054598.500000 Penalty: 3609.755615
	Iteration 103Q: 3 clusters Score -6054598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 64833 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6054618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -6054637.500000 Penalty: 3609.755615
	Iteration 105Q: 3 clusters Score -6054638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -6054649.000000 Penalty: 3609.755615
	Iteration 106Q: 3 clusters Score -6054649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -6054658.000000 Penalty: 3609.755615
	Iteration 107Q: 3 clusters Score -6054658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -6054664.000000 Penalty: 3609.755615
	Iteration 108Q: 3 clusters Score -6054664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -6054673.000000 Penalty: 3609.755615
	Iteration 109Q: 3 clusters Score -6054673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -6054679.000000 Penalty: 3609.755615
	Iteration 110Q: 3 clusters Score -6054679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -6054671.500000 Penalty: 3609.755615
	Iteration 111Q: 3 clusters Score -6054672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -6054686.000000 Penalty: 3609.755615
	Iteration 112Q: 3 clusters Score -6054686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -6054690.500000 Penalty: 3609.755615
	Iteration 113Q: 3 clusters Score -6054690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -6054689.000000 Penalty: 3609.755615
	Iteration 114Q: 3 clusters Score -6054689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -6054689.500000 Penalty: 3609.755615
	Iteration 115Q: 3 clusters Score -6054690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -6054686.500000 Penalty: 3609.755615
	Iteration 116Q: 3 clusters Score -6054686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6054690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -6054692.000000 Penalty: 3609.755615
	Iteration 118Q: 3 clusters Score -6054692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -6054690.500000 Penalty: 3609.755615
	Iteration 119Q: 3 clusters Score -6054690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -6054687.000000 Penalty: 3609.755615
	Iteration 120F: 3 clusters Score -6054687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -6054697.000000 Penalty: 3609.755615
	Iteration 121Q: 3 clusters Score -6054697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -6054690.500000 Penalty: 3609.755615
	Iteration 122Q: 3 clusters Score -6054690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -6054697.000000 Penalty: 3609.755615
	Iteration 123Q: 3 clusters Score -6054697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -6054699.000000 Penalty: 3609.755615
	Iteration 124Q: 3 clusters Score -6054699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -6054699.500000 Penalty: 3609.755615
	Iteration 125Q: 3 clusters Score -6054700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -6054703.000000 Penalty: 3609.755615
	Iteration 126Q: 3 clusters Score -6054703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -6054710.500000 Penalty: 3609.755615
	Iteration 127Q: 3 clusters Score -6054710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 64710 members 
Entering Unmasked Estep 
Score: -6054706.000000 Penalty: 3609.755615
	Iteration 128Q: 3 clusters Score -6054706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -6054703.500000 Penalty: 3609.755615
	Iteration 129Q: 3 clusters Score -6054704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -6054710.500000 Penalty: 3609.755615
	Iteration 130Q: 3 clusters Score -6054710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -6054703.000000 Penalty: 3609.755615
	Iteration 131Q: 3 clusters Score -6054703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -6054705.500000 Penalty: 3609.755615
	Iteration 132Q: 3 clusters Score -6054706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -6054709.000000 Penalty: 3609.755615
	Iteration 133Q: 3 clusters Score -6054709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -6054708.500000 Penalty: 3609.755615
	Iteration 134Q: 3 clusters Score -6054708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -6054707.000000 Penalty: 3609.755615
	Iteration 135Q: 3 clusters Score -6054707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -6054705.500000 Penalty: 3609.755615
	Iteration 136Q: 3 clusters Score -6054706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -6054706.500000 Penalty: 3609.755615
	Iteration 137Q: 3 clusters Score -6054706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
Score: -6054706.000000 Penalty: 3609.755615
	Iteration 138Q: 3 clusters Score -6054706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -6054704.500000 Penalty: 3609.755615
	Iteration 139Q: 3 clusters Score -6054704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -6054702.500000 Penalty: 3609.755615
	Iteration 140F: 3 clusters Score -6054702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -6054701.000000 Penalty: 3609.755615
	Iteration 141Q: 3 clusters Score -6054701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -6054701.000000 Penalty: 3609.755615
	Iteration 142F: 3 clusters Score -6054701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (76964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Entering Unmasked Estep 
Score: -7610900.500000 Penalty: 1828.302612
	Iteration 0F: 2 clusters Score -7610900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -7560276.500000 Penalty: 3656.605225
	Iteration 0F: 3 clusters Score -7560276 nChanged 36415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -7580954.500000 Penalty: 3656.605225
	Iteration 1F: 3 clusters Score -7580954 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -7581403.000000 Penalty: 3656.605225
	Iteration 2Q: 3 clusters Score -7581403 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -7582062.500000 Penalty: 3656.605225
	Iteration 3Q: 3 clusters Score -7582062 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -7583069.000000 Penalty: 3656.605225
	Iteration 4Q: 3 clusters Score -7583069 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -7584958.500000 Penalty: 3656.605225
	Iteration 5F: 3 clusters Score -7584958 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -7588314.000000 Penalty: 3656.605225
	Iteration 6F: 3 clusters Score -7588314 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -7594112.500000 Penalty: 3656.605225
	Iteration 7F: 3 clusters Score -7594112 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -7600990.500000 Penalty: 3656.605225
	Iteration 8F: 3 clusters Score -7600990 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 73434 members 
Entering Unmasked Estep 
Score: -7605995.000000 Penalty: 3656.605225
	Iteration 9F: 3 clusters Score -7605995 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -7608213.000000 Penalty: 3656.605225
	Iteration 10Q: 3 clusters Score -7608213 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 76510 members 
Entering Unmasked Estep 
Score: -7608943.000000 Penalty: 3656.605225
	Iteration 11Q: 3 clusters Score -7608943 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -7609154.500000 Penalty: 3656.605225
	Iteration 12Q: 3 clusters Score -7609154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -7609222.500000 Penalty: 3656.605225
	Iteration 13Q: 3 clusters Score -7609222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 76789 members 
Entering Unmasked Estep 
Score: -7609248.500000 Penalty: 3656.605225
	Iteration 14Q: 3 clusters Score -7609248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -7609286.000000 Penalty: 3656.605225
	Iteration 15Q: 3 clusters Score -7609286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -7609296.000000 Penalty: 3656.605225
	Iteration 16Q: 3 clusters Score -7609296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -7609298.000000 Penalty: 3656.605225
	Iteration 17Q: 3 clusters Score -7609298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -7609296.000000 Penalty: 3656.605225
	Iteration 18Q: 3 clusters Score -7609296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -7609295.000000 Penalty: 3656.605225
	Iteration 19Q: 3 clusters Score -7609295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76804 members 
Entering Unmasked Estep 
Score: -7609298.000000 Penalty: 3656.605225
	Iteration 20F: 3 clusters Score -7609298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Entering Unmasked Estep 
Score: -661203.437500 Penalty: 1431.238525
	Iteration 0F: 2 clusters Score -661203.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -656138.062500 Penalty: 2862.477051
	Iteration 0F: 3 clusters Score -656138.1 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -657707.750000 Penalty: 2862.477051
	Iteration 1F: 3 clusters Score -657707.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -657898.312500 Penalty: 2862.477051
	Iteration 2F: 3 clusters Score -657898.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -658047.625000 Penalty: 2862.477051
	Iteration 3Q: 3 clusters Score -658047.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -658165.750000 Penalty: 2862.477051
	Iteration 4Q: 3 clusters Score -658165.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -658274.125000 Penalty: 2862.477051
	Iteration 5Q: 3 clusters Score -658274.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -658401.875000 Penalty: 2862.477051
	Iteration 6Q: 3 clusters Score -658401.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -658560.875000 Penalty: 2862.477051
	Iteration 7Q: 3 clusters Score -658560.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -658727.187500 Penalty: 2862.477051
	Iteration 8Q: 3 clusters Score -658727.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -658944.000000 Penalty: 2862.477051
	Iteration 9Q: 3 clusters Score -658944 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -659209.625000 Penalty: 2862.477051
	Iteration 10Q: 3 clusters Score -659209.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -659418.562500 Penalty: 2862.477051
	Iteration 11Q: 3 clusters Score -659418.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -659594.062500 Penalty: 2862.477051
	Iteration 12Q: 3 clusters Score -659594.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -659728.375000 Penalty: 2862.477051
	Iteration 13Q: 3 clusters Score -659728.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -659804.875000 Penalty: 2862.477051
	Iteration 14Q: 3 clusters Score -659804.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -659842.125000 Penalty: 2862.477051
	Iteration 15Q: 3 clusters Score -659842.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -659875.062500 Penalty: 2862.477051
	Iteration 16Q: 3 clusters Score -659875.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -659898.625000 Penalty: 2862.477051
	Iteration 17Q: 3 clusters Score -659898.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -659915.125000 Penalty: 2862.477051
	Iteration 18Q: 3 clusters Score -659915.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -659922.375000 Penalty: 2862.477051
	Iteration 19Q: 3 clusters Score -659922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -659927.937500 Penalty: 2862.477051
	Iteration 20F: 3 clusters Score -659927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -659929.437500 Penalty: 2862.477051
	Iteration 21Q: 3 clusters Score -659929.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -659929.687500 Penalty: 2862.477051
	Iteration 22Q: 3 clusters Score -659929.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -659929.687500 Penalty: 2862.477051
	Iteration 23F: 3 clusters Score -659929.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -108948.203125 Penalty: 1144.655396
	Iteration 0F: 2 clusters Score -108948.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -107393.070312 Penalty: 2289.310791
	Iteration 0F: 3 clusters Score -107393.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -107662.664062 Penalty: 2289.310791
	Iteration 1F: 3 clusters Score -107662.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -107724.257812 Penalty: 2289.310791
	Iteration 2F: 3 clusters Score -107724.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -107755.093750 Penalty: 2289.310791
	Iteration 3Q: 3 clusters Score -107755.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -107775.812500 Penalty: 2289.310791
	Iteration 4Q: 3 clusters Score -107775.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -107792.421875 Penalty: 2289.310791
	Iteration 5Q: 3 clusters Score -107792.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -107804.054688 Penalty: 2289.310791
	Iteration 6Q: 3 clusters Score -107804.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -107810.546875 Penalty: 2289.310791
	Iteration 7Q: 3 clusters Score -107810.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -107818.078125 Penalty: 2289.310791
	Iteration 8Q: 3 clusters Score -107818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -107822.070312 Penalty: 2289.310791
	Iteration 9Q: 3 clusters Score -107822.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107827.625000 Penalty: 2289.310791
	Iteration 10Q: 3 clusters Score -107827.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -107834.257812 Penalty: 2289.310791
	Iteration 11Q: 3 clusters Score -107834.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -107839.343750 Penalty: 2289.310791
	Iteration 12Q: 3 clusters Score -107839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107842.328125 Penalty: 2289.310791
	Iteration 13Q: 3 clusters Score -107842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107843.898438 Penalty: 2289.310791
	Iteration 14Q: 3 clusters Score -107843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107844.273438 Penalty: 2289.310791
	Iteration 15Q: 3 clusters Score -107844.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107844.273438 Penalty: 2289.310791
	Iteration 16F: 3 clusters Score -107844.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -133195.750000 Penalty: 1202.402100
	Iteration 0F: 2 clusters Score -133195.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -131421.171875 Penalty: 2404.804199
	Iteration 0F: 3 clusters Score -131421.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -131882.125000 Penalty: 2404.804199
	Iteration 1F: 3 clusters Score -131882.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -132042.453125 Penalty: 2404.804199
	Iteration 2F: 3 clusters Score -132042.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -132169.562500 Penalty: 2404.804199
	Iteration 3F: 3 clusters Score -132169.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -132258.062500 Penalty: 2404.804199
	Iteration 4Q: 3 clusters Score -132258.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -132323.078125 Penalty: 2404.804199
	Iteration 5Q: 3 clusters Score -132323.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -132371.437500 Penalty: 2404.804199
	Iteration 6Q: 3 clusters Score -132371.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -132414.671875 Penalty: 2404.804199
	Iteration 7Q: 3 clusters Score -132414.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -132439.953125 Penalty: 2404.804199
	Iteration 8Q: 3 clusters Score -132440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -132455.156250 Penalty: 2404.804199
	Iteration 9Q: 3 clusters Score -132455.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -132473.250000 Penalty: 2404.804199
	Iteration 10Q: 3 clusters Score -132473.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -132480.984375 Penalty: 2404.804199
	Iteration 11Q: 3 clusters Score -132481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -132494.000000 Penalty: 2404.804199
	Iteration 12Q: 3 clusters Score -132494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -132510.265625 Penalty: 2404.804199
	Iteration 13Q: 3 clusters Score -132510.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -132525.359375 Penalty: 2404.804199
	Iteration 14Q: 3 clusters Score -132525.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -132545.609375 Penalty: 2404.804199
	Iteration 15Q: 3 clusters Score -132545.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -132563.890625 Penalty: 2404.804199
	Iteration 16Q: 3 clusters Score -132563.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -132582.921875 Penalty: 2404.804199
	Iteration 17Q: 3 clusters Score -132582.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -132595.578125 Penalty: 2404.804199
	Iteration 18Q: 3 clusters Score -132595.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -132601.218750 Penalty: 2404.804199
	Iteration 19Q: 3 clusters Score -132601.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -132608.171875 Penalty: 2404.804199
	Iteration 20F: 3 clusters Score -132608.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -132638.359375 Penalty: 2404.804199
	Iteration 21Q: 3 clusters Score -132638.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -132649.437500 Penalty: 2404.804199
	Iteration 22Q: 3 clusters Score -132649.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -132655.671875 Penalty: 2404.804199
	Iteration 23Q: 3 clusters Score -132655.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -132660.062500 Penalty: 2404.804199
	Iteration 24Q: 3 clusters Score -132660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -132665.546875 Penalty: 2404.804199
	Iteration 25Q: 3 clusters Score -132665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -132670.453125 Penalty: 2404.804199
	Iteration 26Q: 3 clusters Score -132670.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -132673.687500 Penalty: 2404.804199
	Iteration 27Q: 3 clusters Score -132673.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -132677.859375 Penalty: 2404.804199
	Iteration 28Q: 3 clusters Score -132677.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -132681.500000 Penalty: 2404.804199
	Iteration 29Q: 3 clusters Score -132681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -132682.312500 Penalty: 2404.804199
	Iteration 30Q: 3 clusters Score -132682.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -132684.890625 Penalty: 2404.804199
	Iteration 31Q: 3 clusters Score -132684.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -132688.312500 Penalty: 2404.804199
	Iteration 32Q: 3 clusters Score -132688.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -132692.375000 Penalty: 2404.804199
	Iteration 33Q: 3 clusters Score -132692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -132693.468750 Penalty: 2404.804199
	Iteration 34Q: 3 clusters Score -132693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -132696.390625 Penalty: 2404.804199
	Iteration 35Q: 3 clusters Score -132696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -132698.437500 Penalty: 2404.804199
	Iteration 36Q: 3 clusters Score -132698.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -132702.343750 Penalty: 2404.804199
	Iteration 37Q: 3 clusters Score -132702.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -132704.062500 Penalty: 2404.804199
	Iteration 38Q: 3 clusters Score -132704.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -132704.515625 Penalty: 2404.804199
	Iteration 39Q: 3 clusters Score -132704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -132704.968750 Penalty: 2404.804199
	Iteration 40F: 3 clusters Score -132705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Entering Unmasked Estep 
Score: -1540498.000000 Penalty: 1582.092896
	Iteration 0F: 2 clusters Score -1540498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1528816.375000 Penalty: 3164.185791
	Iteration 0F: 3 clusters Score -1528816 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1532845.750000 Penalty: 3164.185791
	Iteration 1F: 3 clusters Score -1532846 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1533206.500000 Penalty: 3164.185791
	Iteration 2F: 3 clusters Score -1533206 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1533520.500000 Penalty: 3164.185791
	Iteration 3Q: 3 clusters Score -1533520 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1533856.750000 Penalty: 3164.185791
	Iteration 4Q: 3 clusters Score -1533857 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1534195.875000 Penalty: 3164.185791
	Iteration 5Q: 3 clusters Score -1534196 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1534563.500000 Penalty: 3164.185791
	Iteration 6Q: 3 clusters Score -1534564 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1535004.625000 Penalty: 3164.185791
	Iteration 7Q: 3 clusters Score -1535005 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1535502.125000 Penalty: 3164.185791
	Iteration 8Q: 3 clusters Score -1535502 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1536011.500000 Penalty: 3164.185791
	Iteration 9Q: 3 clusters Score -1536012 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1536470.125000 Penalty: 3164.185791
	Iteration 10Q: 3 clusters Score -1536470 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1536838.125000 Penalty: 3164.185791
	Iteration 11Q: 3 clusters Score -1536838 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1537103.875000 Penalty: 3164.185791
	Iteration 12Q: 3 clusters Score -1537104 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1537271.375000 Penalty: 3164.185791
	Iteration 13Q: 3 clusters Score -1537271 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1537374.375000 Penalty: 3164.185791
	Iteration 14Q: 3 clusters Score -1537374 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1537438.875000 Penalty: 3164.185791
	Iteration 15Q: 3 clusters Score -1537439 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1537471.500000 Penalty: 3164.185791
	Iteration 16Q: 3 clusters Score -1537472 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1537508.125000 Penalty: 3164.185791
	Iteration 17Q: 3 clusters Score -1537508 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1537557.750000 Penalty: 3164.185791
	Iteration 18Q: 3 clusters Score -1537558 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1537602.375000 Penalty: 3164.185791
	Iteration 19Q: 3 clusters Score -1537602 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1537660.000000 Penalty: 3164.185791
	Iteration 20F: 3 clusters Score -1537660 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1537732.500000 Penalty: 3164.185791
	Iteration 21Q: 3 clusters Score -1537732 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1537832.625000 Penalty: 3164.185791
	Iteration 22Q: 3 clusters Score -1537833 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1537944.375000 Penalty: 3164.185791
	Iteration 23Q: 3 clusters Score -1537944 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1538100.250000 Penalty: 3164.185791
	Iteration 24Q: 3 clusters Score -1538100 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1538282.750000 Penalty: 3164.185791
	Iteration 25Q: 3 clusters Score -1538283 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1538436.500000 Penalty: 3164.185791
	Iteration 26Q: 3 clusters Score -1538436 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1538547.625000 Penalty: 3164.185791
	Iteration 27Q: 3 clusters Score -1538548 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1538632.625000 Penalty: 3164.185791
	Iteration 28Q: 3 clusters Score -1538633 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1538705.000000 Penalty: 3164.185791
	Iteration 29Q: 3 clusters Score -1538705 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1538766.125000 Penalty: 3164.185791
	Iteration 30Q: 3 clusters Score -1538766 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1538823.250000 Penalty: 3164.185791
	Iteration 31Q: 3 clusters Score -1538823 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1538869.500000 Penalty: 3164.185791
	Iteration 32Q: 3 clusters Score -1538870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1538890.875000 Penalty: 3164.185791
	Iteration 33Q: 3 clusters Score -1538891 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1538916.625000 Penalty: 3164.185791
	Iteration 34Q: 3 clusters Score -1538917 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1538951.500000 Penalty: 3164.185791
	Iteration 35Q: 3 clusters Score -1538952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1538976.750000 Penalty: 3164.185791
	Iteration 36Q: 3 clusters Score -1538977 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1538991.000000 Penalty: 3164.185791
	Iteration 37Q: 3 clusters Score -1538991 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1539009.875000 Penalty: 3164.185791
	Iteration 38Q: 3 clusters Score -1539010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1539027.625000 Penalty: 3164.185791
	Iteration 39Q: 3 clusters Score -1539028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1539042.625000 Penalty: 3164.185791
	Iteration 40F: 3 clusters Score -1539043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1539049.000000 Penalty: 3164.185791
	Iteration 41Q: 3 clusters Score -1539049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1539062.625000 Penalty: 3164.185791
	Iteration 42Q: 3 clusters Score -1539063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1539071.875000 Penalty: 3164.185791
	Iteration 43Q: 3 clusters Score -1539072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1539077.000000 Penalty: 3164.185791
	Iteration 44Q: 3 clusters Score -1539077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1539083.125000 Penalty: 3164.185791
	Iteration 45Q: 3 clusters Score -1539083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1539088.500000 Penalty: 3164.185791
	Iteration 46Q: 3 clusters Score -1539088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1539097.375000 Penalty: 3164.185791
	Iteration 47Q: 3 clusters Score -1539097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1539108.375000 Penalty: 3164.185791
	Iteration 48Q: 3 clusters Score -1539108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1539121.750000 Penalty: 3164.185791
	Iteration 49Q: 3 clusters Score -1539122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1539123.875000 Penalty: 3164.185791
	Iteration 50Q: 3 clusters Score -1539124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1539129.625000 Penalty: 3164.185791
	Iteration 51Q: 3 clusters Score -1539130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1539139.750000 Penalty: 3164.185791
	Iteration 52Q: 3 clusters Score -1539140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1539151.375000 Penalty: 3164.185791
	Iteration 53Q: 3 clusters Score -1539151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1539164.625000 Penalty: 3164.185791
	Iteration 54Q: 3 clusters Score -1539165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1539172.625000 Penalty: 3164.185791
	Iteration 55Q: 3 clusters Score -1539173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1539183.125000 Penalty: 3164.185791
	Iteration 56Q: 3 clusters Score -1539183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1539188.875000 Penalty: 3164.185791
	Iteration 57Q: 3 clusters Score -1539189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1539193.125000 Penalty: 3164.185791
	Iteration 58Q: 3 clusters Score -1539193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1539199.375000 Penalty: 3164.185791
	Iteration 59Q: 3 clusters Score -1539199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1539203.250000 Penalty: 3164.185791
	Iteration 60F: 3 clusters Score -1539203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1539207.375000 Penalty: 3164.185791
	Iteration 61Q: 3 clusters Score -1539207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1539205.375000 Penalty: 3164.185791
	Iteration 62Q: 3 clusters Score -1539205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1539208.250000 Penalty: 3164.185791
	Iteration 63Q: 3 clusters Score -1539208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1539209.500000 Penalty: 3164.185791
	Iteration 64Q: 3 clusters Score -1539210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1539208.750000 Penalty: 3164.185791
	Iteration 65Q: 3 clusters Score -1539209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1539210.375000 Penalty: 3164.185791
	Iteration 66Q: 3 clusters Score -1539210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1539214.875000 Penalty: 3164.185791
	Iteration 67Q: 3 clusters Score -1539215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1539214.500000 Penalty: 3164.185791
	Iteration 68Q: 3 clusters Score -1539214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1539215.625000 Penalty: 3164.185791
	Iteration 69Q: 3 clusters Score -1539216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1539216.750000 Penalty: 3164.185791
	Iteration 70Q: 3 clusters Score -1539217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1539219.750000 Penalty: 3164.185791
	Iteration 71Q: 3 clusters Score -1539220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1539218.750000 Penalty: 3164.185791
	Iteration 72Q: 3 clusters Score -1539219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1539222.250000 Penalty: 3164.185791
	Iteration 73Q: 3 clusters Score -1539222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1539220.000000 Penalty: 3164.185791
	Iteration 74Q: 3 clusters Score -1539220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1539220.875000 Penalty: 3164.185791
	Iteration 75Q: 3 clusters Score -1539221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1539223.500000 Penalty: 3164.185791
	Iteration 76Q: 3 clusters Score -1539224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1539223.000000 Penalty: 3164.185791
	Iteration 77Q: 3 clusters Score -1539223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1539222.750000 Penalty: 3164.185791
	Iteration 78Q: 3 clusters Score -1539223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1539222.750000 Penalty: 3164.185791
	Iteration 79F: 3 clusters Score -1539223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Entering Unmasked Estep 
Score: -844915.500000 Penalty: 1480.531250
	Iteration 0F: 2 clusters Score -844915.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -838339.625000 Penalty: 2961.062500
	Iteration 0F: 3 clusters Score -838339.6 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -840416.062500 Penalty: 2961.062500
	Iteration 1F: 3 clusters Score -840416.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -840692.312500 Penalty: 2961.062500
	Iteration 2F: 3 clusters Score -840692.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -840879.750000 Penalty: 2961.062500
	Iteration 3Q: 3 clusters Score -840879.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -841045.500000 Penalty: 2961.062500
	Iteration 4Q: 3 clusters Score -841045.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -841193.562500 Penalty: 2961.062500
	Iteration 5Q: 3 clusters Score -841193.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -841348.562500 Penalty: 2961.062500
	Iteration 6Q: 3 clusters Score -841348.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -841497.687500 Penalty: 2961.062500
	Iteration 7Q: 3 clusters Score -841497.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -841643.062500 Penalty: 2961.062500
	Iteration 8Q: 3 clusters Score -841643.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -841789.437500 Penalty: 2961.062500
	Iteration 9Q: 3 clusters Score -841789.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -841920.125000 Penalty: 2961.062500
	Iteration 10Q: 3 clusters Score -841920.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -842057.937500 Penalty: 2961.062500
	Iteration 11Q: 3 clusters Score -842057.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -842199.187500 Penalty: 2961.062500
	Iteration 12Q: 3 clusters Score -842199.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -842321.937500 Penalty: 2961.062500
	Iteration 13Q: 3 clusters Score -842321.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -842434.187500 Penalty: 2961.062500
	Iteration 14Q: 3 clusters Score -842434.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -842524.812500 Penalty: 2961.062500
	Iteration 15Q: 3 clusters Score -842524.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -842608.500000 Penalty: 2961.062500
	Iteration 16Q: 3 clusters Score -842608.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -842669.312500 Penalty: 2961.062500
	Iteration 17Q: 3 clusters Score -842669.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -842739.312500 Penalty: 2961.062500
	Iteration 18Q: 3 clusters Score -842739.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -842803.625000 Penalty: 2961.062500
	Iteration 19Q: 3 clusters Score -842803.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -842863.312500 Penalty: 2961.062500
	Iteration 20F: 3 clusters Score -842863.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -842922.375000 Penalty: 2961.062500
	Iteration 21Q: 3 clusters Score -842922.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -842989.687500 Penalty: 2961.062500
	Iteration 22Q: 3 clusters Score -842989.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -843053.250000 Penalty: 2961.062500
	Iteration 23Q: 3 clusters Score -843053.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -843114.437500 Penalty: 2961.062500
	Iteration 24Q: 3 clusters Score -843114.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -843182.687500 Penalty: 2961.062500
	Iteration 25Q: 3 clusters Score -843182.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -843241.125000 Penalty: 2961.062500
	Iteration 26Q: 3 clusters Score -843241.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -843291.125000 Penalty: 2961.062500
	Iteration 27Q: 3 clusters Score -843291.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -843338.250000 Penalty: 2961.062500
	Iteration 28Q: 3 clusters Score -843338.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -843384.937500 Penalty: 2961.062500
	Iteration 29Q: 3 clusters Score -843384.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -843432.750000 Penalty: 2961.062500
	Iteration 30Q: 3 clusters Score -843432.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -843474.187500 Penalty: 2961.062500
	Iteration 31Q: 3 clusters Score -843474.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -843504.125000 Penalty: 2961.062500
	Iteration 32Q: 3 clusters Score -843504.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -843532.437500 Penalty: 2961.062500
	Iteration 33Q: 3 clusters Score -843532.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -843558.000000 Penalty: 2961.062500
	Iteration 34Q: 3 clusters Score -843558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -843575.687500 Penalty: 2961.062500
	Iteration 35Q: 3 clusters Score -843575.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -843595.125000 Penalty: 2961.062500
	Iteration 36Q: 3 clusters Score -843595.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -843605.500000 Penalty: 2961.062500
	Iteration 37Q: 3 clusters Score -843605.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -843614.125000 Penalty: 2961.062500
	Iteration 38Q: 3 clusters Score -843614.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -843618.687500 Penalty: 2961.062500
	Iteration 39Q: 3 clusters Score -843618.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -843624.000000 Penalty: 2961.062500
	Iteration 40F: 3 clusters Score -843624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -843627.812500 Penalty: 2961.062500
	Iteration 41Q: 3 clusters Score -843627.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -843628.812500 Penalty: 2961.062500
	Iteration 42Q: 3 clusters Score -843628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -843630.812500 Penalty: 2961.062500
	Iteration 43Q: 3 clusters Score -843630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -843631.812500 Penalty: 2961.062500
	Iteration 44Q: 3 clusters Score -843631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -843632.062500 Penalty: 2961.062500
	Iteration 45Q: 3 clusters Score -843632.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -843631.750000 Penalty: 2961.062500
	Iteration 46Q: 3 clusters Score -843631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -843632.750000 Penalty: 2961.062500
	Iteration 47Q: 3 clusters Score -843632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -843633.125000 Penalty: 2961.062500
	Iteration 48Q: 3 clusters Score -843633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -843633.750000 Penalty: 2961.062500
	Iteration 49Q: 3 clusters Score -843633.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -843634.000000 Penalty: 2961.062500
	Iteration 50Q: 3 clusters Score -843634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -843634.000000 Penalty: 2961.062500
	Iteration 51F: 3 clusters Score -843634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Entering Unmasked Estep 
Score: -262383.375000 Penalty: 1312.736328
	Iteration 0F: 2 clusters Score -262383.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -259517.359375 Penalty: 2625.472656
	Iteration 0F: 3 clusters Score -259517.4 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -260253.500000 Penalty: 2625.472656
	Iteration 1F: 3 clusters Score -260253.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -260436.296875 Penalty: 2625.472656
	Iteration 2F: 3 clusters Score -260436.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -260574.515625 Penalty: 2625.472656
	Iteration 3F: 3 clusters Score -260574.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -260701.984375 Penalty: 2625.472656
	Iteration 4Q: 3 clusters Score -260702 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -260813.093750 Penalty: 2625.472656
	Iteration 5Q: 3 clusters Score -260813.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -260930.890625 Penalty: 2625.472656
	Iteration 6Q: 3 clusters Score -260930.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -261041.750000 Penalty: 2625.472656
	Iteration 7Q: 3 clusters Score -261041.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -261121.546875 Penalty: 2625.472656
	Iteration 8Q: 3 clusters Score -261121.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -261181.390625 Penalty: 2625.472656
	Iteration 9Q: 3 clusters Score -261181.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -261247.734375 Penalty: 2625.472656
	Iteration 10Q: 3 clusters Score -261247.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -261291.531250 Penalty: 2625.472656
	Iteration 11Q: 3 clusters Score -261291.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -261345.250000 Penalty: 2625.472656
	Iteration 12Q: 3 clusters Score -261345.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -261384.875000 Penalty: 2625.472656
	Iteration 13Q: 3 clusters Score -261384.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -261418.640625 Penalty: 2625.472656
	Iteration 14Q: 3 clusters Score -261418.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -261444.218750 Penalty: 2625.472656
	Iteration 15Q: 3 clusters Score -261444.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -261465.187500 Penalty: 2625.472656
	Iteration 16Q: 3 clusters Score -261465.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -261490.359375 Penalty: 2625.472656
	Iteration 17Q: 3 clusters Score -261490.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -261512.046875 Penalty: 2625.472656
	Iteration 18Q: 3 clusters Score -261512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -261527.546875 Penalty: 2625.472656
	Iteration 19Q: 3 clusters Score -261527.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -261540.234375 Penalty: 2625.472656
	Iteration 20F: 3 clusters Score -261540.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -261550.234375 Penalty: 2625.472656
	Iteration 21Q: 3 clusters Score -261550.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -261555.765625 Penalty: 2625.472656
	Iteration 22Q: 3 clusters Score -261555.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -261560.937500 Penalty: 2625.472656
	Iteration 23Q: 3 clusters Score -261560.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -261563.406250 Penalty: 2625.472656
	Iteration 24Q: 3 clusters Score -261563.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -261564.343750 Penalty: 2625.472656
	Iteration 25Q: 3 clusters Score -261564.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -261565.171875 Penalty: 2625.472656
	Iteration 26Q: 3 clusters Score -261565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -261564.953125 Penalty: 2625.472656
	Iteration 27Q: 3 clusters Score -261565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -261565.781250 Penalty: 2625.472656
	Iteration 28Q: 3 clusters Score -261565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -261565.781250 Penalty: 2625.472656
	Iteration 29F: 3 clusters Score -261565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -80524.914062 Penalty: 1123.482300
	Iteration 0F: 2 clusters Score -80524.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79096.515625 Penalty: 2246.964600
	Iteration 0F: 3 clusters Score -79096.52 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -79408.484375 Penalty: 2246.964600
	Iteration 1F: 3 clusters Score -79408.48 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -79516.609375 Penalty: 2246.964600
	Iteration 2F: 3 clusters Score -79516.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79589.523438 Penalty: 2246.964600
	Iteration 3Q: 3 clusters Score -79589.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79640.718750 Penalty: 2246.964600
	Iteration 4Q: 3 clusters Score -79640.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79695.968750 Penalty: 2246.964600
	Iteration 5Q: 3 clusters Score -79695.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79755.679688 Penalty: 2246.964600
	Iteration 6Q: 3 clusters Score -79755.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -79834.109375 Penalty: 2246.964600
	Iteration 7Q: 3 clusters Score -79834.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -79901.203125 Penalty: 2246.964600
	Iteration 8Q: 3 clusters Score -79901.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79929.984375 Penalty: 2246.964600
	Iteration 9Q: 3 clusters Score -79929.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -79949.039062 Penalty: 2246.964600
	Iteration 10Q: 3 clusters Score -79949.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79958.187500 Penalty: 2246.964600
	Iteration 11Q: 3 clusters Score -79958.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -79963.359375 Penalty: 2246.964600
	Iteration 12Q: 3 clusters Score -79963.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -79969.406250 Penalty: 2246.964600
	Iteration 13Q: 3 clusters Score -79969.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -79981.695312 Penalty: 2246.964600
	Iteration 14Q: 3 clusters Score -79981.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79989.757812 Penalty: 2246.964600
	Iteration 15Q: 3 clusters Score -79989.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79996.710938 Penalty: 2246.964600
	Iteration 16Q: 3 clusters Score -79996.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80002.562500 Penalty: 2246.964600
	Iteration 17Q: 3 clusters Score -80002.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -80008.781250 Penalty: 2246.964600
	Iteration 18Q: 3 clusters Score -80008.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80010.796875 Penalty: 2246.964600
	Iteration 19Q: 3 clusters Score -80010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -80013.664062 Penalty: 2246.964600
	Iteration 20F: 3 clusters Score -80013.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -80017.945312 Penalty: 2246.964600
	Iteration 21Q: 3 clusters Score -80017.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80028.859375 Penalty: 2246.964600
	Iteration 22Q: 3 clusters Score -80028.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -80030.460938 Penalty: 2246.964600
	Iteration 23Q: 3 clusters Score -80030.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -80030.460938 Penalty: 2246.964600
	Iteration 24F: 3 clusters Score -80030.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -304053.312500 Penalty: 1306.520264
	Iteration 0F: 2 clusters Score -304053.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -301257.375000 Penalty: 2613.040527
	Iteration 0F: 3 clusters Score -301257.4 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -301958.718750 Penalty: 2613.040527
	Iteration 1F: 3 clusters Score -301958.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -302122.125000 Penalty: 2613.040527
	Iteration 2F: 3 clusters Score -302122.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -302204.968750 Penalty: 2613.040527
	Iteration 3F: 3 clusters Score -302205 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -302258.406250 Penalty: 2613.040527
	Iteration 4Q: 3 clusters Score -302258.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -302297.875000 Penalty: 2613.040527
	Iteration 5Q: 3 clusters Score -302297.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -302323.875000 Penalty: 2613.040527
	Iteration 6Q: 3 clusters Score -302323.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -302346.156250 Penalty: 2613.040527
	Iteration 7Q: 3 clusters Score -302346.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -302365.781250 Penalty: 2613.040527
	Iteration 8Q: 3 clusters Score -302365.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -302388.562500 Penalty: 2613.040527
	Iteration 9Q: 3 clusters Score -302388.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -302410.781250 Penalty: 2613.040527
	Iteration 10Q: 3 clusters Score -302410.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -302425.062500 Penalty: 2613.040527
	Iteration 11Q: 3 clusters Score -302425.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -302437.187500 Penalty: 2613.040527
	Iteration 12Q: 3 clusters Score -302437.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -302449.687500 Penalty: 2613.040527
	Iteration 13Q: 3 clusters Score -302449.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -302464.312500 Penalty: 2613.040527
	Iteration 14Q: 3 clusters Score -302464.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -302477.500000 Penalty: 2613.040527
	Iteration 15Q: 3 clusters Score -302477.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -302486.718750 Penalty: 2613.040527
	Iteration 16Q: 3 clusters Score -302486.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -302496.312500 Penalty: 2613.040527
	Iteration 17Q: 3 clusters Score -302496.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -302500.968750 Penalty: 2613.040527
	Iteration 18Q: 3 clusters Score -302501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -302508.156250 Penalty: 2613.040527
	Iteration 19Q: 3 clusters Score -302508.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -302517.687500 Penalty: 2613.040527
	Iteration 20F: 3 clusters Score -302517.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -302524.906250 Penalty: 2613.040527
	Iteration 21Q: 3 clusters Score -302524.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -302528.593750 Penalty: 2613.040527
	Iteration 22Q: 3 clusters Score -302528.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -302533.812500 Penalty: 2613.040527
	Iteration 23Q: 3 clusters Score -302533.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -302538.812500 Penalty: 2613.040527
	Iteration 24Q: 3 clusters Score -302538.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -302547.281250 Penalty: 2613.040527
	Iteration 25Q: 3 clusters Score -302547.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -302553.218750 Penalty: 2613.040527
	Iteration 26Q: 3 clusters Score -302553.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -302561.812500 Penalty: 2613.040527
	Iteration 27Q: 3 clusters Score -302561.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -302573.031250 Penalty: 2613.040527
	Iteration 28Q: 3 clusters Score -302573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -302583.500000 Penalty: 2613.040527
	Iteration 29Q: 3 clusters Score -302583.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -302592.562500 Penalty: 2613.040527
	Iteration 30Q: 3 clusters Score -302592.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -302608.750000 Penalty: 2613.040527
	Iteration 31Q: 3 clusters Score -302608.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -302624.781250 Penalty: 2613.040527
	Iteration 32Q: 3 clusters Score -302624.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -302643.031250 Penalty: 2613.040527
	Iteration 33Q: 3 clusters Score -302643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -302672.343750 Penalty: 2613.040527
	Iteration 34Q: 3 clusters Score -302672.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -302704.718750 Penalty: 2613.040527
	Iteration 35Q: 3 clusters Score -302704.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -302738.843750 Penalty: 2613.040527
	Iteration 36Q: 3 clusters Score -302738.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -302771.843750 Penalty: 2613.040527
	Iteration 37Q: 3 clusters Score -302771.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -302800.406250 Penalty: 2613.040527
	Iteration 38Q: 3 clusters Score -302800.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -302826.625000 Penalty: 2613.040527
	Iteration 39Q: 3 clusters Score -302826.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -302849.812500 Penalty: 2613.040527
	Iteration 40F: 3 clusters Score -302849.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -302869.031250 Penalty: 2613.040527
	Iteration 41Q: 3 clusters Score -302869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -302889.437500 Penalty: 2613.040527
	Iteration 42Q: 3 clusters Score -302889.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -302905.812500 Penalty: 2613.040527
	Iteration 43Q: 3 clusters Score -302905.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -302917.937500 Penalty: 2613.040527
	Iteration 44Q: 3 clusters Score -302917.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -302932.500000 Penalty: 2613.040527
	Iteration 45Q: 3 clusters Score -302932.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -302942.031250 Penalty: 2613.040527
	Iteration 46Q: 3 clusters Score -302942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -302953.093750 Penalty: 2613.040527
	Iteration 47Q: 3 clusters Score -302953.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -302962.781250 Penalty: 2613.040527
	Iteration 48Q: 3 clusters Score -302962.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -302975.375000 Penalty: 2613.040527
	Iteration 49Q: 3 clusters Score -302975.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -302984.468750 Penalty: 2613.040527
	Iteration 50Q: 3 clusters Score -302984.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -302995.593750 Penalty: 2613.040527
	Iteration 51Q: 3 clusters Score -302995.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -303001.968750 Penalty: 2613.040527
	Iteration 52Q: 3 clusters Score -303002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -303007.031250 Penalty: 2613.040527
	Iteration 53Q: 3 clusters Score -303007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -303011.968750 Penalty: 2613.040527
	Iteration 54Q: 3 clusters Score -303012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -303015.000000 Penalty: 2613.040527
	Iteration 55Q: 3 clusters Score -303015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -303015.781250 Penalty: 2613.040527
	Iteration 56Q: 3 clusters Score -303015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -303015.781250 Penalty: 2613.040527
	Iteration 57F: 3 clusters Score -303015.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Entering Unmasked Estep 
Score: -1089834.125000 Penalty: 1529.857056
	Iteration 0F: 2 clusters Score -1089834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1081228.750000 Penalty: 3059.714111
	Iteration 0F: 3 clusters Score -1081229 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1084272.875000 Penalty: 3059.714111
	Iteration 1F: 3 clusters Score -1084273 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1084668.250000 Penalty: 3059.714111
	Iteration 2F: 3 clusters Score -1084668 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1085075.500000 Penalty: 3059.714111
	Iteration 3F: 3 clusters Score -1085076 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1085508.250000 Penalty: 3059.714111
	Iteration 4F: 3 clusters Score -1085508 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1085905.500000 Penalty: 3059.714111
	Iteration 5F: 3 clusters Score -1085906 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1086217.875000 Penalty: 3059.714111
	Iteration 6F: 3 clusters Score -1086218 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1086443.125000 Penalty: 3059.714111
	Iteration 7Q: 3 clusters Score -1086443 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1086623.500000 Penalty: 3059.714111
	Iteration 8Q: 3 clusters Score -1086624 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1086765.750000 Penalty: 3059.714111
	Iteration 9Q: 3 clusters Score -1086766 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1086877.875000 Penalty: 3059.714111
	Iteration 10Q: 3 clusters Score -1086878 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1086976.125000 Penalty: 3059.714111
	Iteration 11Q: 3 clusters Score -1086976 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1087085.250000 Penalty: 3059.714111
	Iteration 12Q: 3 clusters Score -1087085 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1087180.125000 Penalty: 3059.714111
	Iteration 13Q: 3 clusters Score -1087180 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1087242.000000 Penalty: 3059.714111
	Iteration 14Q: 3 clusters Score -1087242 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1087299.625000 Penalty: 3059.714111
	Iteration 15Q: 3 clusters Score -1087300 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1087353.250000 Penalty: 3059.714111
	Iteration 16Q: 3 clusters Score -1087353 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1087404.875000 Penalty: 3059.714111
	Iteration 17Q: 3 clusters Score -1087405 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1087452.375000 Penalty: 3059.714111
	Iteration 18Q: 3 clusters Score -1087452 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1087490.500000 Penalty: 3059.714111
	Iteration 19Q: 3 clusters Score -1087490 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1087531.750000 Penalty: 3059.714111
	Iteration 20F: 3 clusters Score -1087532 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1087574.125000 Penalty: 3059.714111
	Iteration 21Q: 3 clusters Score -1087574 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1087607.250000 Penalty: 3059.714111
	Iteration 22Q: 3 clusters Score -1087607 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1087635.500000 Penalty: 3059.714111
	Iteration 23Q: 3 clusters Score -1087636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1087671.250000 Penalty: 3059.714111
	Iteration 24Q: 3 clusters Score -1087671 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1087690.375000 Penalty: 3059.714111
	Iteration 25Q: 3 clusters Score -1087690 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1087708.625000 Penalty: 3059.714111
	Iteration 26Q: 3 clusters Score -1087709 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1087723.875000 Penalty: 3059.714111
	Iteration 27Q: 3 clusters Score -1087724 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1087744.000000 Penalty: 3059.714111
	Iteration 28Q: 3 clusters Score -1087744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1087759.000000 Penalty: 3059.714111
	Iteration 29Q: 3 clusters Score -1087759 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1087770.625000 Penalty: 3059.714111
	Iteration 30Q: 3 clusters Score -1087771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1087785.750000 Penalty: 3059.714111
	Iteration 31Q: 3 clusters Score -1087786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1087794.000000 Penalty: 3059.714111
	Iteration 32Q: 3 clusters Score -1087794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1087799.750000 Penalty: 3059.714111
	Iteration 33Q: 3 clusters Score -1087800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1087810.375000 Penalty: 3059.714111
	Iteration 34Q: 3 clusters Score -1087810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1087821.625000 Penalty: 3059.714111
	Iteration 35Q: 3 clusters Score -1087822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1087834.250000 Penalty: 3059.714111
	Iteration 36Q: 3 clusters Score -1087834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1087853.750000 Penalty: 3059.714111
	Iteration 37Q: 3 clusters Score -1087854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1087867.375000 Penalty: 3059.714111
	Iteration 38Q: 3 clusters Score -1087867 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1087884.000000 Penalty: 3059.714111
	Iteration 39Q: 3 clusters Score -1087884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1087898.125000 Penalty: 3059.714111
	Iteration 40F: 3 clusters Score -1087898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1087913.125000 Penalty: 3059.714111
	Iteration 41Q: 3 clusters Score -1087913 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1087929.875000 Penalty: 3059.714111
	Iteration 42Q: 3 clusters Score -1087930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1087949.250000 Penalty: 3059.714111
	Iteration 43Q: 3 clusters Score -1087949 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1087982.875000 Penalty: 3059.714111
	Iteration 44Q: 3 clusters Score -1087983 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1088018.500000 Penalty: 3059.714111
	Iteration 45Q: 3 clusters Score -1088018 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1088057.250000 Penalty: 3059.714111
	Iteration 46Q: 3 clusters Score -1088057 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1088112.375000 Penalty: 3059.714111
	Iteration 47Q: 3 clusters Score -1088112 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1088186.125000 Penalty: 3059.714111
	Iteration 48Q: 3 clusters Score -1088186 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1088274.125000 Penalty: 3059.714111
	Iteration 49Q: 3 clusters Score -1088274 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1088358.875000 Penalty: 3059.714111
	Iteration 50Q: 3 clusters Score -1088359 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1088426.625000 Penalty: 3059.714111
	Iteration 51Q: 3 clusters Score -1088427 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1088474.125000 Penalty: 3059.714111
	Iteration 52Q: 3 clusters Score -1088474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1088520.000000 Penalty: 3059.714111
	Iteration 53Q: 3 clusters Score -1088520 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1088554.375000 Penalty: 3059.714111
	Iteration 54Q: 3 clusters Score -1088554 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1088573.750000 Penalty: 3059.714111
	Iteration 55Q: 3 clusters Score -1088574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1088592.250000 Penalty: 3059.714111
	Iteration 56Q: 3 clusters Score -1088592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1088607.125000 Penalty: 3059.714111
	Iteration 57Q: 3 clusters Score -1088607 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1088621.375000 Penalty: 3059.714111
	Iteration 58Q: 3 clusters Score -1088621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1088627.000000 Penalty: 3059.714111
	Iteration 59Q: 3 clusters Score -1088627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1088630.875000 Penalty: 3059.714111
	Iteration 60F: 3 clusters Score -1088631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1088637.500000 Penalty: 3059.714111
	Iteration 61Q: 3 clusters Score -1088638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1088641.750000 Penalty: 3059.714111
	Iteration 62Q: 3 clusters Score -1088642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1088645.500000 Penalty: 3059.714111
	Iteration 63Q: 3 clusters Score -1088646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1088650.125000 Penalty: 3059.714111
	Iteration 64Q: 3 clusters Score -1088650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1088654.000000 Penalty: 3059.714111
	Iteration 65Q: 3 clusters Score -1088654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1088653.875000 Penalty: 3059.714111
	Iteration 66Q: 3 clusters Score -1088654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1088653.375000 Penalty: 3059.714111
	Iteration 67Q: 3 clusters Score -1088653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1088652.500000 Penalty: 3059.714111
	Iteration 68Q: 3 clusters Score -1088652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1088658.625000 Penalty: 3059.714111
	Iteration 69Q: 3 clusters Score -1088659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1088660.125000 Penalty: 3059.714111
	Iteration 70Q: 3 clusters Score -1088660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1088659.875000 Penalty: 3059.714111
	Iteration 71Q: 3 clusters Score -1088660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1088660.500000 Penalty: 3059.714111
	Iteration 72Q: 3 clusters Score -1088660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1088661.000000 Penalty: 3059.714111
	Iteration 73Q: 3 clusters Score -1088661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1088662.500000 Penalty: 3059.714111
	Iteration 74Q: 3 clusters Score -1088662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1088663.750000 Penalty: 3059.714111
	Iteration 75Q: 3 clusters Score -1088664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1088662.750000 Penalty: 3059.714111
	Iteration 76Q: 3 clusters Score -1088663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1088665.000000 Penalty: 3059.714111
	Iteration 77Q: 3 clusters Score -1088665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1088664.750000 Penalty: 3059.714111
	Iteration 78Q: 3 clusters Score -1088665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1088667.250000 Penalty: 3059.714111
	Iteration 79Q: 3 clusters Score -1088667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1088669.875000 Penalty: 3059.714111
	Iteration 80F: 3 clusters Score -1088670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1088670.000000 Penalty: 3059.714111
	Iteration 81Q: 3 clusters Score -1088670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1088671.125000 Penalty: 3059.714111
	Iteration 82Q: 3 clusters Score -1088671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1088672.000000 Penalty: 3059.714111
	Iteration 83Q: 3 clusters Score -1088672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1088675.000000 Penalty: 3059.714111
	Iteration 84Q: 3 clusters Score -1088675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1088674.875000 Penalty: 3059.714111
	Iteration 85Q: 3 clusters Score -1088675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1088676.625000 Penalty: 3059.714111
	Iteration 86Q: 3 clusters Score -1088677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1088676.250000 Penalty: 3059.714111
	Iteration 87Q: 3 clusters Score -1088676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1088678.500000 Penalty: 3059.714111
	Iteration 88Q: 3 clusters Score -1088678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1088678.500000 Penalty: 3059.714111
	Iteration 89Q: 3 clusters Score -1088678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1088679.500000 Penalty: 3059.714111
	Iteration 90Q: 3 clusters Score -1088680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1088680.500000 Penalty: 3059.714111
	Iteration 91Q: 3 clusters Score -1088680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1088680.625000 Penalty: 3059.714111
	Iteration 92Q: 3 clusters Score -1088681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1088680.875000 Penalty: 3059.714111
	Iteration 93Q: 3 clusters Score -1088681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1088681.875000 Penalty: 3059.714111
	Iteration 94Q: 3 clusters Score -1088682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1088682.375000 Penalty: 3059.714111
	Iteration 95Q: 3 clusters Score -1088682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1088683.750000 Penalty: 3059.714111
	Iteration 96Q: 3 clusters Score -1088684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1088684.250000 Penalty: 3059.714111
	Iteration 97Q: 3 clusters Score -1088684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1088684.125000 Penalty: 3059.714111
	Iteration 98Q: 3 clusters Score -1088684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1088684.125000 Penalty: 3059.714111
	Iteration 99F: 3 clusters Score -1088684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -208859.625000 Penalty: 1262.866943
	Iteration 0F: 2 clusters Score -208859.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -206534.265625 Penalty: 2525.733887
	Iteration 0F: 3 clusters Score -206534.3 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -207095.687500 Penalty: 2525.733887
	Iteration 1F: 3 clusters Score -207095.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -207275.062500 Penalty: 2525.733887
	Iteration 2F: 3 clusters Score -207275.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -207385.843750 Penalty: 2525.733887
	Iteration 3F: 3 clusters Score -207385.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -207482.015625 Penalty: 2525.733887
	Iteration 4F: 3 clusters Score -207482 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -207574.703125 Penalty: 2525.733887
	Iteration 5Q: 3 clusters Score -207574.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -207665.515625 Penalty: 2525.733887
	Iteration 6Q: 3 clusters Score -207665.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -207731.687500 Penalty: 2525.733887
	Iteration 7Q: 3 clusters Score -207731.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -207782.109375 Penalty: 2525.733887
	Iteration 8Q: 3 clusters Score -207782.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -207836.828125 Penalty: 2525.733887
	Iteration 9Q: 3 clusters Score -207836.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -207872.406250 Penalty: 2525.733887
	Iteration 10Q: 3 clusters Score -207872.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -207909.593750 Penalty: 2525.733887
	Iteration 11Q: 3 clusters Score -207909.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -207936.031250 Penalty: 2525.733887
	Iteration 12Q: 3 clusters Score -207936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -207954.140625 Penalty: 2525.733887
	Iteration 13Q: 3 clusters Score -207954.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -207967.859375 Penalty: 2525.733887
	Iteration 14Q: 3 clusters Score -207967.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -207982.500000 Penalty: 2525.733887
	Iteration 15Q: 3 clusters Score -207982.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -207999.265625 Penalty: 2525.733887
	Iteration 16Q: 3 clusters Score -207999.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -208018.671875 Penalty: 2525.733887
	Iteration 17Q: 3 clusters Score -208018.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -208029.812500 Penalty: 2525.733887
	Iteration 18Q: 3 clusters Score -208029.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -208032.953125 Penalty: 2525.733887
	Iteration 19Q: 3 clusters Score -208033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -208035.875000 Penalty: 2525.733887
	Iteration 20F: 3 clusters Score -208035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -208039.968750 Penalty: 2525.733887
	Iteration 21Q: 3 clusters Score -208040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -208040.984375 Penalty: 2525.733887
	Iteration 22Q: 3 clusters Score -208041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -208042.359375 Penalty: 2525.733887
	Iteration 23Q: 3 clusters Score -208042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -208044.062500 Penalty: 2525.733887
	Iteration 24Q: 3 clusters Score -208044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -208046.062500 Penalty: 2525.733887
	Iteration 25Q: 3 clusters Score -208046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -208047.609375 Penalty: 2525.733887
	Iteration 26Q: 3 clusters Score -208047.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -208047.609375 Penalty: 2525.733887
	Iteration 27F: 3 clusters Score -208047.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Entering Unmasked Estep 
Score: -1179615.750000 Penalty: 1533.861572
	Iteration 0F: 2 clusters Score -1179616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1170768.625000 Penalty: 3067.723145
	Iteration 0F: 3 clusters Score -1170769 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1173692.625000 Penalty: 3067.723145
	Iteration 1F: 3 clusters Score -1173693 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1174020.375000 Penalty: 3067.723145
	Iteration 2F: 3 clusters Score -1174020 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1174364.000000 Penalty: 3067.723145
	Iteration 3F: 3 clusters Score -1174364 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1174746.000000 Penalty: 3067.723145
	Iteration 4F: 3 clusters Score -1174746 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1175141.000000 Penalty: 3067.723145
	Iteration 5F: 3 clusters Score -1175141 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1175588.375000 Penalty: 3067.723145
	Iteration 6F: 3 clusters Score -1175588 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1176145.250000 Penalty: 3067.723145
	Iteration 7F: 3 clusters Score -1176145 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1176789.250000 Penalty: 3067.723145
	Iteration 8F: 3 clusters Score -1176789 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1177435.750000 Penalty: 3067.723145
	Iteration 9F: 3 clusters Score -1177436 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1177945.500000 Penalty: 3067.723145
	Iteration 10F: 3 clusters Score -1177946 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1178185.500000 Penalty: 3067.723145
	Iteration 11Q: 3 clusters Score -1178186 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1178270.750000 Penalty: 3067.723145
	Iteration 12Q: 3 clusters Score -1178271 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1178308.125000 Penalty: 3067.723145
	Iteration 13Q: 3 clusters Score -1178308 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1178338.375000 Penalty: 3067.723145
	Iteration 14Q: 3 clusters Score -1178338 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1178367.375000 Penalty: 3067.723145
	Iteration 15Q: 3 clusters Score -1178367 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1178392.625000 Penalty: 3067.723145
	Iteration 16Q: 3 clusters Score -1178393 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1178409.375000 Penalty: 3067.723145
	Iteration 17Q: 3 clusters Score -1178409 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1178434.125000 Penalty: 3067.723145
	Iteration 18Q: 3 clusters Score -1178434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1178454.375000 Penalty: 3067.723145
	Iteration 19Q: 3 clusters Score -1178454 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1178468.125000 Penalty: 3067.723145
	Iteration 20F: 3 clusters Score -1178468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1178488.500000 Penalty: 3067.723145
	Iteration 21Q: 3 clusters Score -1178488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1178495.125000 Penalty: 3067.723145
	Iteration 22Q: 3 clusters Score -1178495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1178513.875000 Penalty: 3067.723145
	Iteration 23Q: 3 clusters Score -1178514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1178522.375000 Penalty: 3067.723145
	Iteration 24Q: 3 clusters Score -1178522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1178528.250000 Penalty: 3067.723145
	Iteration 25Q: 3 clusters Score -1178528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1178536.875000 Penalty: 3067.723145
	Iteration 26Q: 3 clusters Score -1178537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1178551.250000 Penalty: 3067.723145
	Iteration 27Q: 3 clusters Score -1178551 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1178561.500000 Penalty: 3067.723145
	Iteration 28Q: 3 clusters Score -1178562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1178570.000000 Penalty: 3067.723145
	Iteration 29Q: 3 clusters Score -1178570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1178579.750000 Penalty: 3067.723145
	Iteration 30Q: 3 clusters Score -1178580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1178588.875000 Penalty: 3067.723145
	Iteration 31Q: 3 clusters Score -1178589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1178595.250000 Penalty: 3067.723145
	Iteration 32Q: 3 clusters Score -1178595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1178605.625000 Penalty: 3067.723145
	Iteration 33Q: 3 clusters Score -1178606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1178610.125000 Penalty: 3067.723145
	Iteration 34Q: 3 clusters Score -1178610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1178619.750000 Penalty: 3067.723145
	Iteration 35Q: 3 clusters Score -1178620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1178625.125000 Penalty: 3067.723145
	Iteration 36Q: 3 clusters Score -1178625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1178628.250000 Penalty: 3067.723145
	Iteration 37Q: 3 clusters Score -1178628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1178632.750000 Penalty: 3067.723145
	Iteration 38Q: 3 clusters Score -1178633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1178640.500000 Penalty: 3067.723145
	Iteration 39Q: 3 clusters Score -1178640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1178640.375000 Penalty: 3067.723145
	Iteration 40F: 3 clusters Score -1178640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1178641.000000 Penalty: 3067.723145
	Iteration 41Q: 3 clusters Score -1178641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1178642.125000 Penalty: 3067.723145
	Iteration 42Q: 3 clusters Score -1178642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1178642.625000 Penalty: 3067.723145
	Iteration 43Q: 3 clusters Score -1178643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1178640.250000 Penalty: 3067.723145
	Iteration 44Q: 3 clusters Score -1178640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1178641.250000 Penalty: 3067.723145
	Iteration 45Q: 3 clusters Score -1178641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1178642.750000 Penalty: 3067.723145
	Iteration 46Q: 3 clusters Score -1178643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1178643.250000 Penalty: 3067.723145
	Iteration 47Q: 3 clusters Score -1178643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1178646.750000 Penalty: 3067.723145
	Iteration 48Q: 3 clusters Score -1178647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1178646.250000 Penalty: 3067.723145
	Iteration 49Q: 3 clusters Score -1178646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1178645.375000 Penalty: 3067.723145
	Iteration 50Q: 3 clusters Score -1178645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1178646.500000 Penalty: 3067.723145
	Iteration 51Q: 3 clusters Score -1178646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1178646.250000 Penalty: 3067.723145
	Iteration 52Q: 3 clusters Score -1178646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1178647.750000 Penalty: 3067.723145
	Iteration 53Q: 3 clusters Score -1178648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1178649.875000 Penalty: 3067.723145
	Iteration 54Q: 3 clusters Score -1178650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1178648.000000 Penalty: 3067.723145
	Iteration 55Q: 3 clusters Score -1178648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1178648.500000 Penalty: 3067.723145
	Iteration 56Q: 3 clusters Score -1178648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1178647.750000 Penalty: 3067.723145
	Iteration 57Q: 3 clusters Score -1178648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1178650.000000 Penalty: 3067.723145
	Iteration 58Q: 3 clusters Score -1178650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1178649.000000 Penalty: 3067.723145
	Iteration 59Q: 3 clusters Score -1178649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1178648.750000 Penalty: 3067.723145
	Iteration 60F: 3 clusters Score -1178649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1178646.625000 Penalty: 3067.723145
	Iteration 61Q: 3 clusters Score -1178647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1178646.375000 Penalty: 3067.723145
	Iteration 62Q: 3 clusters Score -1178646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1178648.500000 Penalty: 3067.723145
	Iteration 63Q: 3 clusters Score -1178648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1178649.750000 Penalty: 3067.723145
	Iteration 64Q: 3 clusters Score -1178650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1178651.000000 Penalty: 3067.723145
	Iteration 65Q: 3 clusters Score -1178651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1178649.625000 Penalty: 3067.723145
	Iteration 66Q: 3 clusters Score -1178650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1178648.375000 Penalty: 3067.723145
	Iteration 67Q: 3 clusters Score -1178648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1178649.500000 Penalty: 3067.723145
	Iteration 68Q: 3 clusters Score -1178650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1178650.000000 Penalty: 3067.723145
	Iteration 69Q: 3 clusters Score -1178650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1178649.750000 Penalty: 3067.723145
	Iteration 70Q: 3 clusters Score -1178650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1178650.875000 Penalty: 3067.723145
	Iteration 71Q: 3 clusters Score -1178651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1178654.250000 Penalty: 3067.723145
	Iteration 72Q: 3 clusters Score -1178654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1178651.375000 Penalty: 3067.723145
	Iteration 73Q: 3 clusters Score -1178651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1178652.750000 Penalty: 3067.723145
	Iteration 74Q: 3 clusters Score -1178653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1178652.875000 Penalty: 3067.723145
	Iteration 75Q: 3 clusters Score -1178653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1178655.000000 Penalty: 3067.723145
	Iteration 76Q: 3 clusters Score -1178655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1178657.500000 Penalty: 3067.723145
	Iteration 77Q: 3 clusters Score -1178658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1178658.000000 Penalty: 3067.723145
	Iteration 78Q: 3 clusters Score -1178658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1178658.000000 Penalty: 3067.723145
	Iteration 79F: 3 clusters Score -1178658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Entering Unmasked Estep 
Score: -3523232.250000 Penalty: 1703.249023
	Iteration 0F: 2 clusters Score -3523232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3499146.750000 Penalty: 3406.498047
	Iteration 0F: 3 clusters Score -3499147 nChanged 16585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3508789.500000 Penalty: 3406.498047
	Iteration 1F: 3 clusters Score -3508790 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3509379.500000 Penalty: 3406.498047
	Iteration 2Q: 3 clusters Score -3509380 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3510282.250000 Penalty: 3406.498047
	Iteration 3F: 3 clusters Score -3510282 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3511617.500000 Penalty: 3406.498047
	Iteration 4F: 3 clusters Score -3511618 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3513576.250000 Penalty: 3406.498047
	Iteration 5F: 3 clusters Score -3513576 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3515891.250000 Penalty: 3406.498047
	Iteration 6F: 3 clusters Score -3515891 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3518122.500000 Penalty: 3406.498047
	Iteration 7F: 3 clusters Score -3518122 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3519685.000000 Penalty: 3406.498047
	Iteration 8Q: 3 clusters Score -3519685 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3520557.250000 Penalty: 3406.498047
	Iteration 9Q: 3 clusters Score -3520557 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3520965.250000 Penalty: 3406.498047
	Iteration 10Q: 3 clusters Score -3520965 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3521158.750000 Penalty: 3406.498047
	Iteration 11Q: 3 clusters Score -3521159 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3521295.500000 Penalty: 3406.498047
	Iteration 12Q: 3 clusters Score -3521296 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3521391.000000 Penalty: 3406.498047
	Iteration 13Q: 3 clusters Score -3521391 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3521476.250000 Penalty: 3406.498047
	Iteration 14Q: 3 clusters Score -3521476 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3521540.500000 Penalty: 3406.498047
	Iteration 15Q: 3 clusters Score -3521540 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3521587.000000 Penalty: 3406.498047
	Iteration 16Q: 3 clusters Score -3521587 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3521617.250000 Penalty: 3406.498047
	Iteration 17Q: 3 clusters Score -3521617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3521649.250000 Penalty: 3406.498047
	Iteration 18Q: 3 clusters Score -3521649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3521684.250000 Penalty: 3406.498047
	Iteration 19Q: 3 clusters Score -3521684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3521713.750000 Penalty: 3406.498047
	Iteration 20F: 3 clusters Score -3521714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3521732.000000 Penalty: 3406.498047
	Iteration 21Q: 3 clusters Score -3521732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3521739.500000 Penalty: 3406.498047
	Iteration 22Q: 3 clusters Score -3521740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3521748.750000 Penalty: 3406.498047
	Iteration 23Q: 3 clusters Score -3521749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3521765.250000 Penalty: 3406.498047
	Iteration 24Q: 3 clusters Score -3521765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3521771.750000 Penalty: 3406.498047
	Iteration 25Q: 3 clusters Score -3521772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3521779.750000 Penalty: 3406.498047
	Iteration 26Q: 3 clusters Score -3521780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3521785.750000 Penalty: 3406.498047
	Iteration 27Q: 3 clusters Score -3521786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3521791.000000 Penalty: 3406.498047
	Iteration 28Q: 3 clusters Score -3521791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3521795.000000 Penalty: 3406.498047
	Iteration 29Q: 3 clusters Score -3521795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3521803.250000 Penalty: 3406.498047
	Iteration 30Q: 3 clusters Score -3521803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3521815.250000 Penalty: 3406.498047
	Iteration 31Q: 3 clusters Score -3521815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3521819.750000 Penalty: 3406.498047
	Iteration 32Q: 3 clusters Score -3521820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3521825.000000 Penalty: 3406.498047
	Iteration 33Q: 3 clusters Score -3521825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3521825.500000 Penalty: 3406.498047
	Iteration 34Q: 3 clusters Score -3521826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3521826.000000 Penalty: 3406.498047
	Iteration 35Q: 3 clusters Score -3521826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3521823.250000 Penalty: 3406.498047
	Iteration 36Q: 3 clusters Score -3521823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3521819.250000 Penalty: 3406.498047
	Iteration 37Q: 3 clusters Score -3521819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3521818.750000 Penalty: 3406.498047
	Iteration 38Q: 3 clusters Score -3521819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3521823.000000 Penalty: 3406.498047
	Iteration 39Q: 3 clusters Score -3521823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3521828.250000 Penalty: 3406.498047
	Iteration 40F: 3 clusters Score -3521828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3521832.500000 Penalty: 3406.498047
	Iteration 41Q: 3 clusters Score -3521832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3521828.250000 Penalty: 3406.498047
	Iteration 42Q: 3 clusters Score -3521828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3521831.000000 Penalty: 3406.498047
	Iteration 43Q: 3 clusters Score -3521831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3521831.250000 Penalty: 3406.498047
	Iteration 44Q: 3 clusters Score -3521831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3521835.750000 Penalty: 3406.498047
	Iteration 45Q: 3 clusters Score -3521836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3521833.750000 Penalty: 3406.498047
	Iteration 46Q: 3 clusters Score -3521834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3521833.750000 Penalty: 3406.498047
	Iteration 47F: 3 clusters Score -3521834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -510248.625000 Penalty: 1405.706177
	Iteration 0F: 2 clusters Score -510248.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -505846.281250 Penalty: 2811.412354
	Iteration 0F: 3 clusters Score -505846.3 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -507248.875000 Penalty: 2811.412354
	Iteration 1F: 3 clusters Score -507248.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -507753.187500 Penalty: 2811.412354
	Iteration 2F: 3 clusters Score -507753.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -508278.031250 Penalty: 2811.412354
	Iteration 3F: 3 clusters Score -508278 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -508694.375000 Penalty: 2811.412354
	Iteration 4F: 3 clusters Score -508694.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -509002.375000 Penalty: 2811.412354
	Iteration 5F: 3 clusters Score -509002.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -509231.781250 Penalty: 2811.412354
	Iteration 6F: 3 clusters Score -509231.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -509390.281250 Penalty: 2811.412354
	Iteration 7Q: 3 clusters Score -509390.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -509495.906250 Penalty: 2811.412354
	Iteration 8Q: 3 clusters Score -509495.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -509566.437500 Penalty: 2811.412354
	Iteration 9Q: 3 clusters Score -509566.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -509612.937500 Penalty: 2811.412354
	Iteration 10Q: 3 clusters Score -509612.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -509638.781250 Penalty: 2811.412354
	Iteration 11Q: 3 clusters Score -509638.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -509657.343750 Penalty: 2811.412354
	Iteration 12Q: 3 clusters Score -509657.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -509674.843750 Penalty: 2811.412354
	Iteration 13Q: 3 clusters Score -509674.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -509688.500000 Penalty: 2811.412354
	Iteration 14Q: 3 clusters Score -509688.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -509703.000000 Penalty: 2811.412354
	Iteration 15Q: 3 clusters Score -509703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -509717.593750 Penalty: 2811.412354
	Iteration 16Q: 3 clusters Score -509717.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -509734.312500 Penalty: 2811.412354
	Iteration 17Q: 3 clusters Score -509734.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -509746.406250 Penalty: 2811.412354
	Iteration 18Q: 3 clusters Score -509746.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -509758.218750 Penalty: 2811.412354
	Iteration 19Q: 3 clusters Score -509758.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -509765.406250 Penalty: 2811.412354
	Iteration 20F: 3 clusters Score -509765.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -509771.437500 Penalty: 2811.412354
	Iteration 21Q: 3 clusters Score -509771.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -509777.656250 Penalty: 2811.412354
	Iteration 22Q: 3 clusters Score -509777.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -509782.593750 Penalty: 2811.412354
	Iteration 23Q: 3 clusters Score -509782.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -509786.375000 Penalty: 2811.412354
	Iteration 24Q: 3 clusters Score -509786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -509792.218750 Penalty: 2811.412354
	Iteration 25Q: 3 clusters Score -509792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -509797.156250 Penalty: 2811.412354
	Iteration 26Q: 3 clusters Score -509797.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -509801.562500 Penalty: 2811.412354
	Iteration 27Q: 3 clusters Score -509801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -509803.843750 Penalty: 2811.412354
	Iteration 28Q: 3 clusters Score -509803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -509804.687500 Penalty: 2811.412354
	Iteration 29Q: 3 clusters Score -509804.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -509805.812500 Penalty: 2811.412354
	Iteration 30Q: 3 clusters Score -509805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -509805.875000 Penalty: 2811.412354
	Iteration 31Q: 3 clusters Score -509805.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -509810.250000 Penalty: 2811.412354
	Iteration 32Q: 3 clusters Score -509810.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -509811.406250 Penalty: 2811.412354
	Iteration 33Q: 3 clusters Score -509811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -509813.375000 Penalty: 2811.412354
	Iteration 34Q: 3 clusters Score -509813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -509814.062500 Penalty: 2811.412354
	Iteration 35Q: 3 clusters Score -509814.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -509815.593750 Penalty: 2811.412354
	Iteration 36Q: 3 clusters Score -509815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -509815.593750 Penalty: 2811.412354
	Iteration 37F: 3 clusters Score -509815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Entering Unmasked Estep 
Score: -1072231.625000 Penalty: 1513.872925
	Iteration 0F: 2 clusters Score -1072232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1064300.375000 Penalty: 3027.745850
	Iteration 0F: 3 clusters Score -1064300 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1066845.000000 Penalty: 3027.745850
	Iteration 1F: 3 clusters Score -1066845 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1067073.625000 Penalty: 3027.745850
	Iteration 2F: 3 clusters Score -1067074 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1067254.125000 Penalty: 3027.745850
	Iteration 3Q: 3 clusters Score -1067254 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1067400.000000 Penalty: 3027.745850
	Iteration 4Q: 3 clusters Score -1067400 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1067555.000000 Penalty: 3027.745850
	Iteration 5Q: 3 clusters Score -1067555 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1067754.500000 Penalty: 3027.745850
	Iteration 6Q: 3 clusters Score -1067754 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1068039.750000 Penalty: 3027.745850
	Iteration 7Q: 3 clusters Score -1068040 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1068411.875000 Penalty: 3027.745850
	Iteration 8F: 3 clusters Score -1068412 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1068891.750000 Penalty: 3027.745850
	Iteration 9F: 3 clusters Score -1068892 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1069436.625000 Penalty: 3027.745850
	Iteration 10F: 3 clusters Score -1069437 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1069948.500000 Penalty: 3027.745850
	Iteration 11F: 3 clusters Score -1069948 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1070345.375000 Penalty: 3027.745850
	Iteration 12Q: 3 clusters Score -1070345 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1070592.500000 Penalty: 3027.745850
	Iteration 13Q: 3 clusters Score -1070592 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1070719.375000 Penalty: 3027.745850
	Iteration 14Q: 3 clusters Score -1070719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1070784.875000 Penalty: 3027.745850
	Iteration 15Q: 3 clusters Score -1070785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1070827.500000 Penalty: 3027.745850
	Iteration 16Q: 3 clusters Score -1070828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1070844.000000 Penalty: 3027.745850
	Iteration 17Q: 3 clusters Score -1070844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1070850.875000 Penalty: 3027.745850
	Iteration 18Q: 3 clusters Score -1070851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1070855.875000 Penalty: 3027.745850
	Iteration 19Q: 3 clusters Score -1070856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1070856.875000 Penalty: 3027.745850
	Iteration 20F: 3 clusters Score -1070857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1070862.000000 Penalty: 3027.745850
	Iteration 21Q: 3 clusters Score -1070862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1070863.750000 Penalty: 3027.745850
	Iteration 22Q: 3 clusters Score -1070864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1070863.750000 Penalty: 3027.745850
	Iteration 23F: 3 clusters Score -1070864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -219319.046875 Penalty: 1262.661255
	Iteration 0F: 2 clusters Score -219319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -217005.593750 Penalty: 2525.322510
	Iteration 0F: 3 clusters Score -217005.6 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -217573.531250 Penalty: 2525.322510
	Iteration 1F: 3 clusters Score -217573.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -217791.781250 Penalty: 2525.322510
	Iteration 2F: 3 clusters Score -217791.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -217992.656250 Penalty: 2525.322510
	Iteration 3F: 3 clusters Score -217992.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -218226.281250 Penalty: 2525.322510
	Iteration 4F: 3 clusters Score -218226.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -218456.265625 Penalty: 2525.322510
	Iteration 5F: 3 clusters Score -218456.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -218640.796875 Penalty: 2525.322510
	Iteration 6F: 3 clusters Score -218640.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -218749.734375 Penalty: 2525.322510
	Iteration 7Q: 3 clusters Score -218749.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -218791.921875 Penalty: 2525.322510
	Iteration 8Q: 3 clusters Score -218791.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -218811.546875 Penalty: 2525.322510
	Iteration 9Q: 3 clusters Score -218811.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -218815.484375 Penalty: 2525.322510
	Iteration 10Q: 3 clusters Score -218815.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -218818.265625 Penalty: 2525.322510
	Iteration 11Q: 3 clusters Score -218818.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -218821.843750 Penalty: 2525.322510
	Iteration 12Q: 3 clusters Score -218821.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -218826.140625 Penalty: 2525.322510
	Iteration 13Q: 3 clusters Score -218826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -218827.031250 Penalty: 2525.322510
	Iteration 14Q: 3 clusters Score -218827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -218827.421875 Penalty: 2525.322510
	Iteration 15Q: 3 clusters Score -218827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -218827.703125 Penalty: 2525.322510
	Iteration 16Q: 3 clusters Score -218827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -218827.703125 Penalty: 2525.322510
	Iteration 17F: 3 clusters Score -218827.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Entering Unmasked Estep 
Score: -487387.625000 Penalty: 1407.628906
	Iteration 0F: 2 clusters Score -487387.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -482954.093750 Penalty: 2815.257812
	Iteration 0F: 3 clusters Score -482954.1 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -484349.781250 Penalty: 2815.257812
	Iteration 1F: 3 clusters Score -484349.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -484621.031250 Penalty: 2815.257812
	Iteration 2F: 3 clusters Score -484621 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -484870.031250 Penalty: 2815.257812
	Iteration 3F: 3 clusters Score -484870 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -485051.250000 Penalty: 2815.257812
	Iteration 4F: 3 clusters Score -485051.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -485205.781250 Penalty: 2815.257812
	Iteration 5Q: 3 clusters Score -485205.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -485369.125000 Penalty: 2815.257812
	Iteration 6Q: 3 clusters Score -485369.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -485524.281250 Penalty: 2815.257812
	Iteration 7Q: 3 clusters Score -485524.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -485642.281250 Penalty: 2815.257812
	Iteration 8Q: 3 clusters Score -485642.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -485759.906250 Penalty: 2815.257812
	Iteration 9Q: 3 clusters Score -485759.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -485864.562500 Penalty: 2815.257812
	Iteration 10Q: 3 clusters Score -485864.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -485945.656250 Penalty: 2815.257812
	Iteration 11Q: 3 clusters Score -485945.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -486004.750000 Penalty: 2815.257812
	Iteration 12Q: 3 clusters Score -486004.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -486057.812500 Penalty: 2815.257812
	Iteration 13Q: 3 clusters Score -486057.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -486108.500000 Penalty: 2815.257812
	Iteration 14Q: 3 clusters Score -486108.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -486174.250000 Penalty: 2815.257812
	Iteration 15Q: 3 clusters Score -486174.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -486230.968750 Penalty: 2815.257812
	Iteration 16Q: 3 clusters Score -486231 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -486284.187500 Penalty: 2815.257812
	Iteration 17Q: 3 clusters Score -486284.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -486325.593750 Penalty: 2815.257812
	Iteration 18Q: 3 clusters Score -486325.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -486364.906250 Penalty: 2815.257812
	Iteration 19Q: 3 clusters Score -486364.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -486407.968750 Penalty: 2815.257812
	Iteration 20F: 3 clusters Score -486408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -486446.562500 Penalty: 2815.257812
	Iteration 21Q: 3 clusters Score -486446.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -486481.937500 Penalty: 2815.257812
	Iteration 22Q: 3 clusters Score -486481.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -486512.437500 Penalty: 2815.257812
	Iteration 23Q: 3 clusters Score -486512.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -486537.343750 Penalty: 2815.257812
	Iteration 24Q: 3 clusters Score -486537.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -486559.218750 Penalty: 2815.257812
	Iteration 25Q: 3 clusters Score -486559.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -486570.406250 Penalty: 2815.257812
	Iteration 26Q: 3 clusters Score -486570.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -486589.812500 Penalty: 2815.257812
	Iteration 27Q: 3 clusters Score -486589.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -486599.125000 Penalty: 2815.257812
	Iteration 28Q: 3 clusters Score -486599.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -486610.125000 Penalty: 2815.257812
	Iteration 29Q: 3 clusters Score -486610.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -486612.750000 Penalty: 2815.257812
	Iteration 30Q: 3 clusters Score -486612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -486616.531250 Penalty: 2815.257812
	Iteration 31Q: 3 clusters Score -486616.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -486622.437500 Penalty: 2815.257812
	Iteration 32Q: 3 clusters Score -486622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -486632.156250 Penalty: 2815.257812
	Iteration 33Q: 3 clusters Score -486632.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -486638.625000 Penalty: 2815.257812
	Iteration 34Q: 3 clusters Score -486638.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -486641.218750 Penalty: 2815.257812
	Iteration 35Q: 3 clusters Score -486641.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -486641.218750 Penalty: 2815.257812
	Iteration 36F: 3 clusters Score -486641.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Entering Unmasked Estep 
Score: -1495185.625000 Penalty: 1574.451538
	Iteration 0F: 2 clusters Score -1495186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1483976.625000 Penalty: 3148.903076
	Iteration 0F: 3 clusters Score -1483977 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1488016.500000 Penalty: 3148.903076
	Iteration 1F: 3 clusters Score -1488016 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1488419.750000 Penalty: 3148.903076
	Iteration 2F: 3 clusters Score -1488420 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1488945.625000 Penalty: 3148.903076
	Iteration 3F: 3 clusters Score -1488946 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1489682.250000 Penalty: 3148.903076
	Iteration 4F: 3 clusters Score -1489682 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1490692.500000 Penalty: 3148.903076
	Iteration 5F: 3 clusters Score -1490692 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1491843.000000 Penalty: 3148.903076
	Iteration 6F: 3 clusters Score -1491843 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1492730.375000 Penalty: 3148.903076
	Iteration 7F: 3 clusters Score -1492730 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1493301.875000 Penalty: 3148.903076
	Iteration 8Q: 3 clusters Score -1493302 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1493638.000000 Penalty: 3148.903076
	Iteration 9Q: 3 clusters Score -1493638 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1493831.625000 Penalty: 3148.903076
	Iteration 10Q: 3 clusters Score -1493832 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1493963.750000 Penalty: 3148.903076
	Iteration 11Q: 3 clusters Score -1493964 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1494044.375000 Penalty: 3148.903076
	Iteration 12Q: 3 clusters Score -1494044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1494091.250000 Penalty: 3148.903076
	Iteration 13Q: 3 clusters Score -1494091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1494127.500000 Penalty: 3148.903076
	Iteration 14Q: 3 clusters Score -1494128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1494174.500000 Penalty: 3148.903076
	Iteration 15Q: 3 clusters Score -1494174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1494207.750000 Penalty: 3148.903076
	Iteration 16Q: 3 clusters Score -1494208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1494224.750000 Penalty: 3148.903076
	Iteration 17Q: 3 clusters Score -1494225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1494256.125000 Penalty: 3148.903076
	Iteration 18Q: 3 clusters Score -1494256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1494271.375000 Penalty: 3148.903076
	Iteration 19Q: 3 clusters Score -1494271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1494298.000000 Penalty: 3148.903076
	Iteration 20F: 3 clusters Score -1494298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1494320.500000 Penalty: 3148.903076
	Iteration 21Q: 3 clusters Score -1494320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1494353.875000 Penalty: 3148.903076
	Iteration 22Q: 3 clusters Score -1494354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1494384.875000 Penalty: 3148.903076
	Iteration 23Q: 3 clusters Score -1494385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1494406.250000 Penalty: 3148.903076
	Iteration 24Q: 3 clusters Score -1494406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1494427.125000 Penalty: 3148.903076
	Iteration 25Q: 3 clusters Score -1494427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1494454.500000 Penalty: 3148.903076
	Iteration 26Q: 3 clusters Score -1494454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1494464.500000 Penalty: 3148.903076
	Iteration 27Q: 3 clusters Score -1494464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1494491.750000 Penalty: 3148.903076
	Iteration 28Q: 3 clusters Score -1494492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1494500.375000 Penalty: 3148.903076
	Iteration 29Q: 3 clusters Score -1494500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1494509.625000 Penalty: 3148.903076
	Iteration 30Q: 3 clusters Score -1494510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1494511.875000 Penalty: 3148.903076
	Iteration 31Q: 3 clusters Score -1494512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1494515.125000 Penalty: 3148.903076
	Iteration 32Q: 3 clusters Score -1494515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1494516.750000 Penalty: 3148.903076
	Iteration 33Q: 3 clusters Score -1494517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1494519.000000 Penalty: 3148.903076
	Iteration 34Q: 3 clusters Score -1494519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1494518.375000 Penalty: 3148.903076
	Iteration 35Q: 3 clusters Score -1494518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1494520.250000 Penalty: 3148.903076
	Iteration 36Q: 3 clusters Score -1494520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1494520.750000 Penalty: 3148.903076
	Iteration 37Q: 3 clusters Score -1494521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1494520.750000 Penalty: 3148.903076
	Iteration 38Q: 3 clusters Score -1494521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1494521.375000 Penalty: 3148.903076
	Iteration 39F: 3 clusters Score -1494521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1494521.500000 Penalty: 3148.903076
	Iteration 40F: 3 clusters Score -1494522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1494519.250000 Penalty: 3148.903076
	Iteration 41Q: 3 clusters Score -1494519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1494520.250000 Penalty: 3148.903076
	Iteration 42Q: 3 clusters Score -1494520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1494520.375000 Penalty: 3148.903076
	Iteration 43Q: 3 clusters Score -1494520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1494520.500000 Penalty: 3148.903076
	Iteration 44Q: 3 clusters Score -1494520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1494521.375000 Penalty: 3148.903076
	Iteration 45Q: 3 clusters Score -1494521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1494520.375000 Penalty: 3148.903076
	Iteration 46Q: 3 clusters Score -1494520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1494520.375000 Penalty: 3148.903076
	Iteration 47F: 3 clusters Score -1494520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -95988.765625 Penalty: 1128.100464
	Iteration 0F: 2 clusters Score -95988.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -94515.203125 Penalty: 2256.200928
	Iteration 0F: 3 clusters Score -94515.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94764.890625 Penalty: 2256.200928
	Iteration 1F: 3 clusters Score -94764.89 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -94840.750000 Penalty: 2256.200928
	Iteration 2F: 3 clusters Score -94840.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -94873.632812 Penalty: 2256.200928
	Iteration 3Q: 3 clusters Score -94873.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -94892.648438 Penalty: 2256.200928
	Iteration 4Q: 3 clusters Score -94892.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -94904.507812 Penalty: 2256.200928
	Iteration 5Q: 3 clusters Score -94904.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -94912.476562 Penalty: 2256.200928
	Iteration 6Q: 3 clusters Score -94912.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -94920.460938 Penalty: 2256.200928
	Iteration 7Q: 3 clusters Score -94920.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -94927.140625 Penalty: 2256.200928
	Iteration 8Q: 3 clusters Score -94927.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -94931.820312 Penalty: 2256.200928
	Iteration 9Q: 3 clusters Score -94931.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -94936.140625 Penalty: 2256.200928
	Iteration 10Q: 3 clusters Score -94936.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -94939.101562 Penalty: 2256.200928
	Iteration 11Q: 3 clusters Score -94939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -94940.531250 Penalty: 2256.200928
	Iteration 12Q: 3 clusters Score -94940.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -94944.421875 Penalty: 2256.200928
	Iteration 13Q: 3 clusters Score -94944.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -94949.914062 Penalty: 2256.200928
	Iteration 14Q: 3 clusters Score -94949.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -94955.062500 Penalty: 2256.200928
	Iteration 15Q: 3 clusters Score -94955.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -94959.093750 Penalty: 2256.200928
	Iteration 16Q: 3 clusters Score -94959.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94961.382812 Penalty: 2256.200928
	Iteration 17Q: 3 clusters Score -94961.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94962.921875 Penalty: 2256.200928
	Iteration 18Q: 3 clusters Score -94962.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94964.109375 Penalty: 2256.200928
	Iteration 19Q: 3 clusters Score -94964.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -94965.734375 Penalty: 2256.200928
	Iteration 20F: 3 clusters Score -94965.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -94967.070312 Penalty: 2256.200928
	Iteration 21Q: 3 clusters Score -94967.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -94967.070312 Penalty: 2256.200928
	Iteration 22F: 3 clusters Score -94967.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -183098.000000 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -183098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -180962.343750 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -180962.3 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -181451.578125 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -181451.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -181566.796875 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -181566.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -181632.609375 Penalty: 2484.443115
	Iteration 3Q: 3 clusters Score -181632.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -181682.687500 Penalty: 2484.443115
	Iteration 4Q: 3 clusters Score -181682.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -181714.906250 Penalty: 2484.443115
	Iteration 5Q: 3 clusters Score -181714.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -181741.015625 Penalty: 2484.443115
	Iteration 6Q: 3 clusters Score -181741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -181765.281250 Penalty: 2484.443115
	Iteration 7Q: 3 clusters Score -181765.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -181783.906250 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -181783.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -181795.265625 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -181795.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -181807.906250 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -181807.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -181823.125000 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -181823.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -181835.656250 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -181835.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -181848.078125 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -181848.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -181859.171875 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -181859.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -181871.640625 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -181871.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -181885.906250 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -181885.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -181899.515625 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -181899.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -181911.296875 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -181911.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -181921.578125 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -181921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -181927.375000 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -181927.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -181932.546875 Penalty: 2484.443115
	Iteration 21Q: 3 clusters Score -181932.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -181934.812500 Penalty: 2484.443115
	Iteration 22Q: 3 clusters Score -181934.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -181937.562500 Penalty: 2484.443115
	Iteration 23Q: 3 clusters Score -181937.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -181937.953125 Penalty: 2484.443115
	Iteration 24Q: 3 clusters Score -181938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -181939.812500 Penalty: 2484.443115
	Iteration 25Q: 3 clusters Score -181939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -181941.218750 Penalty: 2484.443115
	Iteration 26Q: 3 clusters Score -181941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -181944.765625 Penalty: 2484.443115
	Iteration 27Q: 3 clusters Score -181944.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -181948.750000 Penalty: 2484.443115
	Iteration 28Q: 3 clusters Score -181948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -181954.843750 Penalty: 2484.443115
	Iteration 29Q: 3 clusters Score -181954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -181962.203125 Penalty: 2484.443115
	Iteration 30Q: 3 clusters Score -181962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -181964.968750 Penalty: 2484.443115
	Iteration 31Q: 3 clusters Score -181965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -181968.468750 Penalty: 2484.443115
	Iteration 32Q: 3 clusters Score -181968.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -181976.031250 Penalty: 2484.443115
	Iteration 33Q: 3 clusters Score -181976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -181982.109375 Penalty: 2484.443115
	Iteration 34Q: 3 clusters Score -181982.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -181992.859375 Penalty: 2484.443115
	Iteration 35Q: 3 clusters Score -181992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -181998.468750 Penalty: 2484.443115
	Iteration 36Q: 3 clusters Score -181998.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -182001.937500 Penalty: 2484.443115
	Iteration 37Q: 3 clusters Score -182001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -182007.593750 Penalty: 2484.443115
	Iteration 38Q: 3 clusters Score -182007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -182011.718750 Penalty: 2484.443115
	Iteration 39Q: 3 clusters Score -182011.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -182019.203125 Penalty: 2484.443115
	Iteration 40F: 3 clusters Score -182019.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -182031.812500 Penalty: 2484.443115
	Iteration 41Q: 3 clusters Score -182031.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -182043.093750 Penalty: 2484.443115
	Iteration 42Q: 3 clusters Score -182043.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -182052.140625 Penalty: 2484.443115
	Iteration 43Q: 3 clusters Score -182052.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -182059.296875 Penalty: 2484.443115
	Iteration 44Q: 3 clusters Score -182059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -182065.015625 Penalty: 2484.443115
	Iteration 45Q: 3 clusters Score -182065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -182066.156250 Penalty: 2484.443115
	Iteration 46Q: 3 clusters Score -182066.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -182066.156250 Penalty: 2484.443115
	Iteration 47F: 3 clusters Score -182066.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (85847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Entering Unmasked Estep 
Score: -7876314.000000 Penalty: 1846.052368
	Iteration 0F: 2 clusters Score -7876314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -7819189.000000 Penalty: 3692.104736
	Iteration 0F: 3 clusters Score -7819189 nChanged 40672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -7842267.000000 Penalty: 3692.104736
	Iteration 1F: 3 clusters Score -7842267 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -7842844.000000 Penalty: 3692.104736
	Iteration 2Q: 3 clusters Score -7842844 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -7843526.000000 Penalty: 3692.104736
	Iteration 3Q: 3 clusters Score -7843526 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -7844552.000000 Penalty: 3692.104736
	Iteration 4Q: 3 clusters Score -7844552 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -7846307.000000 Penalty: 3692.104736
	Iteration 5Q: 3 clusters Score -7846307 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -7849443.500000 Penalty: 3692.104736
	Iteration 6F: 3 clusters Score -7849444 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -7854531.500000 Penalty: 3692.104736
	Iteration 7F: 3 clusters Score -7854532 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -7861444.000000 Penalty: 3692.104736
	Iteration 8F: 3 clusters Score -7861444 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -7867901.500000 Penalty: 3692.104736
	Iteration 9F: 3 clusters Score -7867902 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -7871926.000000 Penalty: 3692.104736
	Iteration 10Q: 3 clusters Score -7871926 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 84293 members 
Entering Unmasked Estep 
Score: -7873700.000000 Penalty: 3692.104736
	Iteration 11Q: 3 clusters Score -7873700 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -7874398.000000 Penalty: 3692.104736
	Iteration 12Q: 3 clusters Score -7874398 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -7874723.000000 Penalty: 3692.104736
	Iteration 13Q: 3 clusters Score -7874723 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 85144 members 
Entering Unmasked Estep 
Score: -7874833.500000 Penalty: 3692.104736
	Iteration 14Q: 3 clusters Score -7874834 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 85169 members 
Entering Unmasked Estep 
Score: -7874903.000000 Penalty: 3692.104736
	Iteration 15Q: 3 clusters Score -7874903 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 85181 members 
Entering Unmasked Estep 
Score: -7874930.500000 Penalty: 3692.104736
	Iteration 16Q: 3 clusters Score -7874930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -7874961.000000 Penalty: 3692.104736
	Iteration 17Q: 3 clusters Score -7874961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 85183 members 
Entering Unmasked Estep 
Score: -7874977.000000 Penalty: 3692.104736
	Iteration 18Q: 3 clusters Score -7874977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -7874988.500000 Penalty: 3692.104736
	Iteration 19Q: 3 clusters Score -7874988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 85173 members 
Entering Unmasked Estep 
Score: -7874998.000000 Penalty: 3692.104736
	Iteration 20F: 3 clusters Score -7874998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -7875014.500000 Penalty: 3692.104736
	Iteration 21Q: 3 clusters Score -7875014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -7875019.000000 Penalty: 3692.104736
	Iteration 22Q: 3 clusters Score -7875019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -7875015.000000 Penalty: 3692.104736
	Iteration 23Q: 3 clusters Score -7875015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -7875014.000000 Penalty: 3692.104736
	Iteration 24Q: 3 clusters Score -7875014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -7875015.500000 Penalty: 3692.104736
	Iteration 25Q: 3 clusters Score -7875016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -7875023.000000 Penalty: 3692.104736
	Iteration 26Q: 3 clusters Score -7875023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -7875020.500000 Penalty: 3692.104736
	Iteration 27Q: 3 clusters Score -7875020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
Score: -7875027.500000 Penalty: 3692.104736
	Iteration 28Q: 3 clusters Score -7875028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -7875030.500000 Penalty: 3692.104736
	Iteration 29Q: 3 clusters Score -7875030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -7875024.500000 Penalty: 3692.104736
	Iteration 30Q: 3 clusters Score -7875024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
Score: -7875020.000000 Penalty: 3692.104736
	Iteration 31Q: 3 clusters Score -7875020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -7875025.000000 Penalty: 3692.104736
	Iteration 32Q: 3 clusters Score -7875025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -7875025.000000 Penalty: 3692.104736
	Iteration 33F: 3 clusters Score -7875025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (206929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206929 members 
Entering Unmasked Estep 
Score: -18927814.000000 Penalty: 1989.021362
	Iteration 0F: 2 clusters Score -1.892781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Mstep: Class 2 contains 103538 members 
Entering Unmasked Estep 
Score: -18790560.000000 Penalty: 3978.042725
	Iteration 0F: 3 clusters Score -1.879056e+07 nChanged 100302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103537 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -18850484.000000 Penalty: 3978.042725
	Iteration 1F: 3 clusters Score -1.885048e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104121 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
Score: -18852174.000000 Penalty: 3978.042725
	Iteration 2Q: 3 clusters Score -1.885217e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105120 members 
Mstep: Class 2 contains 101809 members 
Entering Unmasked Estep 
Score: -18854560.000000 Penalty: 3978.042725
	Iteration 3Q: 3 clusters Score -1.885456e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106737 members 
Mstep: Class 2 contains 100192 members 
Entering Unmasked Estep 
Score: -18857794.000000 Penalty: 3978.042725
	Iteration 4Q: 3 clusters Score -1.885779e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 98023 members 
Entering Unmasked Estep 
Score: -18861658.000000 Penalty: 3978.042725
	Iteration 5Q: 3 clusters Score -1.886166e+07 nChanged 10745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111479 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -18866536.000000 Penalty: 3978.042725
	Iteration 6F: 3 clusters Score -1.886654e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114351 members 
Mstep: Class 2 contains 92578 members 
Entering Unmasked Estep 
Score: -18871412.000000 Penalty: 3978.042725
	Iteration 7F: 3 clusters Score -1.887141e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117373 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -18876422.000000 Penalty: 3978.042725
	Iteration 8F: 3 clusters Score -1.887642e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120544 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -18881652.000000 Penalty: 3978.042725
	Iteration 9Q: 3 clusters Score -1.888165e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123483 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -18887104.000000 Penalty: 3978.042725
	Iteration 10Q: 3 clusters Score -1.88871e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126099 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -18892628.000000 Penalty: 3978.042725
	Iteration 11Q: 3 clusters Score -1.889263e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128447 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -18896888.000000 Penalty: 3978.042725
	Iteration 12Q: 3 clusters Score -1.889689e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130764 members 
Mstep: Class 2 contains 76165 members 
Entering Unmasked Estep 
Score: -18899268.000000 Penalty: 3978.042725
	Iteration 13Q: 3 clusters Score -1.889927e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132995 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -18900648.000000 Penalty: 3978.042725
	Iteration 14Q: 3 clusters Score -1.890065e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135289 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -18901620.000000 Penalty: 3978.042725
	Iteration 15Q: 3 clusters Score -1.890162e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137615 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -18902684.000000 Penalty: 3978.042725
	Iteration 16Q: 3 clusters Score -1.890268e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139934 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -18903622.000000 Penalty: 3978.042725
	Iteration 17Q: 3 clusters Score -1.890362e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142140 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -18904440.000000 Penalty: 3978.042725
	Iteration 18Q: 3 clusters Score -1.890444e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144362 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -18905260.000000 Penalty: 3978.042725
	Iteration 19Q: 3 clusters Score -1.890526e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146596 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -18905908.000000 Penalty: 3978.042725
	Iteration 20F: 3 clusters Score -1.890591e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148861 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -18906494.000000 Penalty: 3978.042725
	Iteration 21Q: 3 clusters Score -1.890649e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151169 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -18907156.000000 Penalty: 3978.042725
	Iteration 22Q: 3 clusters Score -1.890716e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -18907790.000000 Penalty: 3978.042725
	Iteration 23Q: 3 clusters Score -1.890779e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155766 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -18908402.000000 Penalty: 3978.042725
	Iteration 24Q: 3 clusters Score -1.89084e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158041 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -18908858.000000 Penalty: 3978.042725
	Iteration 25Q: 3 clusters Score -1.890886e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160310 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -18909354.000000 Penalty: 3978.042725
	Iteration 26Q: 3 clusters Score -1.890935e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162597 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -18909768.000000 Penalty: 3978.042725
	Iteration 27Q: 3 clusters Score -1.890977e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164895 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -18910262.000000 Penalty: 3978.042725
	Iteration 28Q: 3 clusters Score -1.891026e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167158 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -18910926.000000 Penalty: 3978.042725
	Iteration 29Q: 3 clusters Score -1.891093e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169422 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -18911484.000000 Penalty: 3978.042725
	Iteration 30Q: 3 clusters Score -1.891148e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171678 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -18911910.000000 Penalty: 3978.042725
	Iteration 31Q: 3 clusters Score -1.891191e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173935 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -18912548.000000 Penalty: 3978.042725
	Iteration 32Q: 3 clusters Score -1.891255e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176211 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -18913076.000000 Penalty: 3978.042725
	Iteration 33Q: 3 clusters Score -1.891308e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178484 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -18913696.000000 Penalty: 3978.042725
	Iteration 34Q: 3 clusters Score -1.89137e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180801 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -18914440.000000 Penalty: 3978.042725
	Iteration 35Q: 3 clusters Score -1.891444e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183128 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -18915142.000000 Penalty: 3978.042725
	Iteration 36Q: 3 clusters Score -1.891514e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185583 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -18915954.000000 Penalty: 3978.042725
	Iteration 37Q: 3 clusters Score -1.891595e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188039 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -18916952.000000 Penalty: 3978.042725
	Iteration 38Q: 3 clusters Score -1.891695e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190505 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -18917966.000000 Penalty: 3978.042725
	Iteration 39Q: 3 clusters Score -1.891797e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192892 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -18918986.000000 Penalty: 3978.042725
	Iteration 40F: 3 clusters Score -1.891899e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195205 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -18920068.000000 Penalty: 3978.042725
	Iteration 41Q: 3 clusters Score -1.892007e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197359 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -18921216.000000 Penalty: 3978.042725
	Iteration 42Q: 3 clusters Score -1.892122e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199361 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -18922306.000000 Penalty: 3978.042725
	Iteration 43Q: 3 clusters Score -1.892231e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201115 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -18923204.000000 Penalty: 3978.042725
	Iteration 44Q: 3 clusters Score -1.89232e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202583 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -18924002.000000 Penalty: 3978.042725
	Iteration 45Q: 3 clusters Score -1.8924e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203720 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -18924538.000000 Penalty: 3978.042725
	Iteration 46Q: 3 clusters Score -1.892454e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204562 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -18924978.000000 Penalty: 3978.042725
	Iteration 47Q: 3 clusters Score -1.892498e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205160 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -18925324.000000 Penalty: 3978.042725
	Iteration 48Q: 3 clusters Score -1.892532e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205583 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -18925554.000000 Penalty: 3978.042725
	Iteration 49Q: 3 clusters Score -1.892555e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205853 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18925728.000000 Penalty: 3978.042725
	Iteration 50Q: 3 clusters Score -1.892573e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206023 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -18925788.000000 Penalty: 3978.042725
	Iteration 51Q: 3 clusters Score -1.892579e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206121 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -18925898.000000 Penalty: 3978.042725
	Iteration 52Q: 3 clusters Score -1.89259e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206182 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -18925928.000000 Penalty: 3978.042725
	Iteration 53Q: 3 clusters Score -1.892593e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206233 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -18925972.000000 Penalty: 3978.042725
	Iteration 54Q: 3 clusters Score -1.892597e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206268 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -18925996.000000 Penalty: 3978.042725
	Iteration 55Q: 3 clusters Score -1.8926e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206296 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -18926038.000000 Penalty: 3978.042725
	Iteration 56Q: 3 clusters Score -1.892604e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206323 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -18926054.000000 Penalty: 3978.042725
	Iteration 57Q: 3 clusters Score -1.892605e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206347 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -18926060.000000 Penalty: 3978.042725
	Iteration 58Q: 3 clusters Score -1.892606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206366 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -18926068.000000 Penalty: 3978.042725
	Iteration 59Q: 3 clusters Score -1.892607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206388 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -18926076.000000 Penalty: 3978.042725
	Iteration 60F: 3 clusters Score -1.892608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206401 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -18926080.000000 Penalty: 3978.042725
	Iteration 61Q: 3 clusters Score -1.892608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206407 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -18926092.000000 Penalty: 3978.042725
	Iteration 62Q: 3 clusters Score -1.892609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206413 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -18926096.000000 Penalty: 3978.042725
	Iteration 63Q: 3 clusters Score -1.89261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206419 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -18926092.000000 Penalty: 3978.042725
	Iteration 64Q: 3 clusters Score -1.892609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206424 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -18926090.000000 Penalty: 3978.042725
	Iteration 65Q: 3 clusters Score -1.892609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206425 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -18926108.000000 Penalty: 3978.042725
	Iteration 66Q: 3 clusters Score -1.892611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206430 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18926090.000000 Penalty: 3978.042725
	Iteration 67Q: 3 clusters Score -1.892609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206438 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -18926098.000000 Penalty: 3978.042725
	Iteration 68Q: 3 clusters Score -1.89261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206439 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18926096.000000 Penalty: 3978.042725
	Iteration 69Q: 3 clusters Score -1.89261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206441 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -18926096.000000 Penalty: 3978.042725
	Iteration 70Q: 3 clusters Score -1.89261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206442 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -18926096.000000 Penalty: 3978.042725
	Iteration 71Q: 3 clusters Score -1.89261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206448 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -18926104.000000 Penalty: 3978.042725
	Iteration 72Q: 3 clusters Score -1.89261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206455 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -18926110.000000 Penalty: 3978.042725
	Iteration 73Q: 3 clusters Score -1.892611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206460 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -18926098.000000 Penalty: 3978.042725
	Iteration 74Q: 3 clusters Score -1.89261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206467 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -18926108.000000 Penalty: 3978.042725
	Iteration 75Q: 3 clusters Score -1.892611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206476 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -18926102.000000 Penalty: 3978.042725
	Iteration 76Q: 3 clusters Score -1.89261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206480 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -18926110.000000 Penalty: 3978.042725
	Iteration 77Q: 3 clusters Score -1.892611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206481 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -18926114.000000 Penalty: 3978.042725
	Iteration 78Q: 3 clusters Score -1.892611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206482 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -18926110.000000 Penalty: 3978.042725
	Iteration 79Q: 3 clusters Score -1.892611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206484 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -18926114.000000 Penalty: 3978.042725
	Iteration 80F: 3 clusters Score -1.892611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206486 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -18926114.000000 Penalty: 3978.042725
	Iteration 81Q: 3 clusters Score -1.892611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206488 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -18926116.000000 Penalty: 3978.042725
	Iteration 82Q: 3 clusters Score -1.892612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206489 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18926110.000000 Penalty: 3978.042725
	Iteration 83Q: 3 clusters Score -1.892611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206491 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18926106.000000 Penalty: 3978.042725
	Iteration 84Q: 3 clusters Score -1.892611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206491 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18926106.000000 Penalty: 3978.042725
	Iteration 85F: 3 clusters Score -1.892611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Entering Unmasked Estep 
Score: -575013.187500 Penalty: 1427.451172
	Iteration 0F: 2 clusters Score -575013.2 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 3273 members 
Entering Unmasked Estep 
Score: -570086.625000 Penalty: 2854.902344
	Iteration 0F: 3 clusters Score -570086.6 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -571555.062500 Penalty: 2854.902344
	Iteration 1F: 3 clusters Score -571555.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -571789.812500 Penalty: 2854.902344
	Iteration 2F: 3 clusters Score -571789.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -571993.562500 Penalty: 2854.902344
	Iteration 3F: 3 clusters Score -571993.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -572133.687500 Penalty: 2854.902344
	Iteration 4Q: 3 clusters Score -572133.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -572254.562500 Penalty: 2854.902344
	Iteration 5Q: 3 clusters Score -572254.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -572389.812500 Penalty: 2854.902344
	Iteration 6Q: 3 clusters Score -572389.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -572541.625000 Penalty: 2854.902344
	Iteration 7Q: 3 clusters Score -572541.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -572716.437500 Penalty: 2854.902344
	Iteration 8Q: 3 clusters Score -572716.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -572876.000000 Penalty: 2854.902344
	Iteration 9Q: 3 clusters Score -572876 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -573019.375000 Penalty: 2854.902344
	Iteration 10Q: 3 clusters Score -573019.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -573159.625000 Penalty: 2854.902344
	Iteration 11Q: 3 clusters Score -573159.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -573294.562500 Penalty: 2854.902344
	Iteration 12Q: 3 clusters Score -573294.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -573413.375000 Penalty: 2854.902344
	Iteration 13Q: 3 clusters Score -573413.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -573519.250000 Penalty: 2854.902344
	Iteration 14Q: 3 clusters Score -573519.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -573623.500000 Penalty: 2854.902344
	Iteration 15Q: 3 clusters Score -573623.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -573696.187500 Penalty: 2854.902344
	Iteration 16Q: 3 clusters Score -573696.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -573755.875000 Penalty: 2854.902344
	Iteration 17Q: 3 clusters Score -573755.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -573792.500000 Penalty: 2854.902344
	Iteration 18Q: 3 clusters Score -573792.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -573814.062500 Penalty: 2854.902344
	Iteration 19Q: 3 clusters Score -573814.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -573831.687500 Penalty: 2854.902344
	Iteration 20F: 3 clusters Score -573831.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -573850.750000 Penalty: 2854.902344
	Iteration 21Q: 3 clusters Score -573850.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -573861.125000 Penalty: 2854.902344
	Iteration 22Q: 3 clusters Score -573861.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -573866.312500 Penalty: 2854.902344
	Iteration 23Q: 3 clusters Score -573866.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -573869.375000 Penalty: 2854.902344
	Iteration 24Q: 3 clusters Score -573869.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -573870.750000 Penalty: 2854.902344
	Iteration 25Q: 3 clusters Score -573870.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -573872.437500 Penalty: 2854.902344
	Iteration 26Q: 3 clusters Score -573872.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -573876.250000 Penalty: 2854.902344
	Iteration 27Q: 3 clusters Score -573876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -573877.375000 Penalty: 2854.902344
	Iteration 28Q: 3 clusters Score -573877.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -573879.625000 Penalty: 2854.902344
	Iteration 29Q: 3 clusters Score -573879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -573880.437500 Penalty: 2854.902344
	Iteration 30Q: 3 clusters Score -573880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -573881.750000 Penalty: 2854.902344
	Iteration 31Q: 3 clusters Score -573881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -573882.562500 Penalty: 2854.902344
	Iteration 32Q: 3 clusters Score -573882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -573881.687500 Penalty: 2854.902344
	Iteration 33Q: 3 clusters Score -573881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -573882.875000 Penalty: 2854.902344
	Iteration 34Q: 3 clusters Score -573882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -573884.500000 Penalty: 2854.902344
	Iteration 35Q: 3 clusters Score -573884.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -573885.125000 Penalty: 2854.902344
	Iteration 36Q: 3 clusters Score -573885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -573886.750000 Penalty: 2854.902344
	Iteration 37Q: 3 clusters Score -573886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -573887.812500 Penalty: 2854.902344
	Iteration 38Q: 3 clusters Score -573887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -573890.625000 Penalty: 2854.902344
	Iteration 39Q: 3 clusters Score -573890.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -573890.000000 Penalty: 2854.902344
	Iteration 40F: 3 clusters Score -573890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -573891.187500 Penalty: 2854.902344
	Iteration 41Q: 3 clusters Score -573891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -573891.562500 Penalty: 2854.902344
	Iteration 42Q: 3 clusters Score -573891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -573892.250000 Penalty: 2854.902344
	Iteration 43Q: 3 clusters Score -573892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -573892.250000 Penalty: 2854.902344
	Iteration 44F: 3 clusters Score -573892.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -128719.562500 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -128719.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -127006.250000 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -127006.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -127282.351562 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -127282.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -127363.210938 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -127363.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -127412.968750 Penalty: 2352.277832
	Iteration 3Q: 3 clusters Score -127413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -127445.570312 Penalty: 2352.277832
	Iteration 4Q: 3 clusters Score -127445.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -127469.000000 Penalty: 2352.277832
	Iteration 5Q: 3 clusters Score -127469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127480.343750 Penalty: 2352.277832
	Iteration 6Q: 3 clusters Score -127480.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -127495.382812 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -127495.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -127510.484375 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -127510.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -127515.523438 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -127515.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127519.250000 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -127519.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -127523.546875 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -127523.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127530.203125 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -127530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127532.984375 Penalty: 2352.277832
	Iteration 13Q: 3 clusters Score -127533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -127535.312500 Penalty: 2352.277832
	Iteration 14Q: 3 clusters Score -127535.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -127535.312500 Penalty: 2352.277832
	Iteration 15F: 3 clusters Score -127535.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 76964 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16915 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 12265 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12571 members 
Mstep: Class 14 contains 35651 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16138 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85847 members 
Mstep: Class 23 contains 206929 members 
Mstep: Class 24 contains 6531 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850492.000000 Penalty: 54010.652344
Iteration 239Q: 26 clusters Score -5.385049e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 76964 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 12259 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35652 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 16137 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85847 members 
Mstep: Class 23 contains 206922 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850520.000000 Penalty: 54010.652344
Iteration 240F: 26 clusters Score -5.385052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 76964 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16936 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3097 members 
Mstep: Class 11 contains 12251 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35654 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 16139 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85846 members 
Mstep: Class 23 contains 206920 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850540.000000 Penalty: 54010.652344
Iteration 241Q: 26 clusters Score -5.385054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 76962 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16947 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 12238 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35654 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85846 members 
Mstep: Class 23 contains 206919 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850500.000000 Penalty: 54010.652344
Iteration 242Q: 26 clusters Score -5.38505e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 76959 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16955 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 12231 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35656 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16142 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85845 members 
Mstep: Class 23 contains 206917 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850492.000000 Penalty: 54010.652344
Iteration 243Q: 26 clusters Score -5.385049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 76957 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16961 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3087 members 
Mstep: Class 11 contains 12227 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35661 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16143 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85845 members 
Mstep: Class 23 contains 206914 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850508.000000 Penalty: 54010.652344
Iteration 244Q: 26 clusters Score -5.385051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 76951 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16963 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 12227 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35670 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16142 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85845 members 
Mstep: Class 23 contains 206914 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850492.000000 Penalty: 54010.652344
Iteration 245Q: 26 clusters Score -5.385049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 76949 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16968 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 12225 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 35676 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16142 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85844 members 
Mstep: Class 23 contains 206912 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850508.000000 Penalty: 54010.652344
Iteration 246Q: 26 clusters Score -5.385051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 76949 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16975 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3073 members 
Mstep: Class 11 contains 12221 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35682 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16142 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206909 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850504.000000 Penalty: 54010.652344
Iteration 247Q: 26 clusters Score -5.38505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 76948 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3071 members 
Mstep: Class 11 contains 12222 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35683 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85842 members 
Mstep: Class 23 contains 206910 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850452.000000 Penalty: 54010.652344
Iteration 248Q: 26 clusters Score -5.385045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 76942 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16982 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 12220 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 35683 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85842 members 
Mstep: Class 23 contains 206908 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850400.000000 Penalty: 54010.652344
Iteration 249Q: 26 clusters Score -5.38504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 76937 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16988 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 12217 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 35687 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85842 members 
Mstep: Class 23 contains 206906 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850424.000000 Penalty: 54010.652344
Iteration 250Q: 26 clusters Score -5.385042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 76930 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16990 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 12215 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 35692 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85842 members 
Mstep: Class 23 contains 206906 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850408.000000 Penalty: 54010.652344
Iteration 251Q: 26 clusters Score -5.385041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 76926 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16991 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3073 members 
Mstep: Class 11 contains 12214 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 35696 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85842 members 
Mstep: Class 23 contains 206906 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850408.000000 Penalty: 54010.652344
Iteration 252Q: 26 clusters Score -5.385041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 76923 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16994 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3072 members 
Mstep: Class 11 contains 12211 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 35699 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85842 members 
Mstep: Class 23 contains 206906 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850396.000000 Penalty: 54010.652344
Iteration 253Q: 26 clusters Score -5.38504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 76920 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 16996 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3072 members 
Mstep: Class 11 contains 12210 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 35702 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85842 members 
Mstep: Class 23 contains 206905 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850388.000000 Penalty: 54010.652344
Iteration 254Q: 26 clusters Score -5.385039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 76918 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17000 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 12209 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 35702 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85842 members 
Mstep: Class 23 contains 206903 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850368.000000 Penalty: 54010.652344
Iteration 255Q: 26 clusters Score -5.385037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 76918 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17002 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3073 members 
Mstep: Class 11 contains 12209 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 35703 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206901 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850384.000000 Penalty: 54010.652344
Iteration 256Q: 26 clusters Score -5.385038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 76917 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17003 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3068 members 
Mstep: Class 11 contains 12210 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 35708 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206900 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850380.000000 Penalty: 54010.652344
Iteration 257Q: 26 clusters Score -5.385038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 76917 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17006 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 12209 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 35709 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206898 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850396.000000 Penalty: 54010.652344
Iteration 258Q: 26 clusters Score -5.38504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 76917 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17008 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3063 members 
Mstep: Class 11 contains 12207 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 35710 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206900 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850424.000000 Penalty: 54010.652344
Iteration 259Q: 26 clusters Score -5.385042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 76916 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17009 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3062 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12573 members 
Mstep: Class 14 contains 35712 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206900 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850428.000000 Penalty: 54010.652344
Iteration 260F: 26 clusters Score -5.385043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 76915 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17010 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3061 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35713 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206899 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850432.000000 Penalty: 54010.652344
Iteration 261Q: 26 clusters Score -5.385043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 76916 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17010 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3057 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35717 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206898 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850456.000000 Penalty: 54010.652344
Iteration 262Q: 26 clusters Score -5.385046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 76916 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17010 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3053 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35721 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206898 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850456.000000 Penalty: 54010.652344
Iteration 263Q: 26 clusters Score -5.385046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 76914 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17010 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3050 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35725 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2379 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206898 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850456.000000 Penalty: 54010.652344
Iteration 264Q: 26 clusters Score -5.385046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 76911 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17010 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3048 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35729 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206898 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850416.000000 Penalty: 54010.652344
Iteration 265Q: 26 clusters Score -5.385042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 76909 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17010 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3045 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35731 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206901 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850428.000000 Penalty: 54010.652344
Iteration 266Q: 26 clusters Score -5.385043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 76909 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17010 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3044 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35731 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16142 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206901 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850424.000000 Penalty: 54010.652344
Iteration 267Q: 26 clusters Score -5.385042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 76908 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17010 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3046 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35731 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2379 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16142 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206901 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850432.000000 Penalty: 54010.652344
Iteration 268Q: 26 clusters Score -5.385043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 76905 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17010 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3045 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35734 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16142 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206901 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850436.000000 Penalty: 54010.652344
Iteration 269Q: 26 clusters Score -5.385044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 76903 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17010 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3045 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35735 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16143 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206901 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850420.000000 Penalty: 54010.652344
Iteration 270Q: 26 clusters Score -5.385042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 76903 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 17010 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 3221 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 3045 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 12574 members 
Mstep: Class 14 contains 35735 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 16143 members 
Mstep: Class 20 contains 1035 members 
Mstep: Class 21 contains 2089 members 
Mstep: Class 22 contains 85843 members 
Mstep: Class 23 contains 206901 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850420.000000 Penalty: 54010.652344
Iteration 271F: 26 clusters Score -5.385042e+07 nChanged 0
Entering ConstructFrom: 
Score: -53850420.000000 Penalty: 54010.652344
Entering ConstructFrom: 
Trying to split cluster 1 (66627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Entering Unmasked Estep 
Score: -6054678.500000 Penalty: 1804.865601
	Iteration 0F: 2 clusters Score -6054678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -6010288.500000 Penalty: 3609.731201
	Iteration 0F: 3 clusters Score -6010288 nChanged 31400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -6028388.500000 Penalty: 3609.731201
	Iteration 1F: 3 clusters Score -6028388 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -6028935.000000 Penalty: 3609.731201
	Iteration 2Q: 3 clusters Score -6028935 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -6029527.000000 Penalty: 3609.731201
	Iteration 3Q: 3 clusters Score -6029527 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -6030224.000000 Penalty: 3609.731201
	Iteration 4Q: 3 clusters Score -6030224 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -6031010.500000 Penalty: 3609.731201
	Iteration 5Q: 3 clusters Score -6031010 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -6032036.500000 Penalty: 3609.731201
	Iteration 6Q: 3 clusters Score -6032036 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -6033368.500000 Penalty: 3609.731201
	Iteration 7Q: 3 clusters Score -6033368 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -6035064.000000 Penalty: 3609.731201
	Iteration 8Q: 3 clusters Score -6035064 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -6037076.000000 Penalty: 3609.731201
	Iteration 9F: 3 clusters Score -6037076 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -6039149.000000 Penalty: 3609.731201
	Iteration 10F: 3 clusters Score -6039149 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -6041156.000000 Penalty: 3609.731201
	Iteration 11F: 3 clusters Score -6041156 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -6042874.500000 Penalty: 3609.731201
	Iteration 12Q: 3 clusters Score -6042874 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -6043977.000000 Penalty: 3609.731201
	Iteration 13Q: 3 clusters Score -6043977 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -6044640.000000 Penalty: 3609.731201
	Iteration 14Q: 3 clusters Score -6044640 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -6044917.000000 Penalty: 3609.731201
	Iteration 15Q: 3 clusters Score -6044917 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -6045112.500000 Penalty: 3609.731201
	Iteration 16Q: 3 clusters Score -6045112 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -6045264.000000 Penalty: 3609.731201
	Iteration 17Q: 3 clusters Score -6045264 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -6045362.500000 Penalty: 3609.731201
	Iteration 18Q: 3 clusters Score -6045362 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -6045429.000000 Penalty: 3609.731201
	Iteration 19Q: 3 clusters Score -6045429 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -6045544.500000 Penalty: 3609.731201
	Iteration 20F: 3 clusters Score -6045544 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -6045663.500000 Penalty: 3609.731201
	Iteration 21Q: 3 clusters Score -6045664 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -6045778.500000 Penalty: 3609.731201
	Iteration 22Q: 3 clusters Score -6045778 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -6045879.000000 Penalty: 3609.731201
	Iteration 23Q: 3 clusters Score -6045879 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -6046004.000000 Penalty: 3609.731201
	Iteration 24Q: 3 clusters Score -6046004 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -6046109.000000 Penalty: 3609.731201
	Iteration 25Q: 3 clusters Score -6046109 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -6046184.500000 Penalty: 3609.731201
	Iteration 26Q: 3 clusters Score -6046184 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -6046306.500000 Penalty: 3609.731201
	Iteration 27Q: 3 clusters Score -6046306 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -6046425.500000 Penalty: 3609.731201
	Iteration 28Q: 3 clusters Score -6046426 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -6046612.500000 Penalty: 3609.731201
	Iteration 29Q: 3 clusters Score -6046612 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -6046776.500000 Penalty: 3609.731201
	Iteration 30Q: 3 clusters Score -6046776 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -6046953.500000 Penalty: 3609.731201
	Iteration 31Q: 3 clusters Score -6046954 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -6047155.000000 Penalty: 3609.731201
	Iteration 32Q: 3 clusters Score -6047155 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -6047390.000000 Penalty: 3609.731201
	Iteration 33Q: 3 clusters Score -6047390 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -6047637.500000 Penalty: 3609.731201
	Iteration 34Q: 3 clusters Score -6047638 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -6047927.000000 Penalty: 3609.731201
	Iteration 35Q: 3 clusters Score -6047927 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -6048299.500000 Penalty: 3609.731201
	Iteration 36Q: 3 clusters Score -6048300 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -6048727.000000 Penalty: 3609.731201
	Iteration 37Q: 3 clusters Score -6048727 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -6049176.000000 Penalty: 3609.731201
	Iteration 38Q: 3 clusters Score -6049176 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -6049710.500000 Penalty: 3609.731201
	Iteration 39Q: 3 clusters Score -6049710 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -6050346.500000 Penalty: 3609.731201
	Iteration 40F: 3 clusters Score -6050346 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -6050989.000000 Penalty: 3609.731201
	Iteration 41Q: 3 clusters Score -6050989 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -6051620.000000 Penalty: 3609.731201
	Iteration 42Q: 3 clusters Score -6051620 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -6052178.500000 Penalty: 3609.731201
	Iteration 43Q: 3 clusters Score -6052178 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -6052609.500000 Penalty: 3609.731201
	Iteration 44Q: 3 clusters Score -6052610 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60287 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -6052879.500000 Penalty: 3609.731201
	Iteration 45Q: 3 clusters Score -6052880 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -6053083.000000 Penalty: 3609.731201
	Iteration 46Q: 3 clusters Score -6053083 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -6053220.500000 Penalty: 3609.731201
	Iteration 47Q: 3 clusters Score -6053220 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61657 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -6053325.000000 Penalty: 3609.731201
	Iteration 48Q: 3 clusters Score -6053325 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -6053418.500000 Penalty: 3609.731201
	Iteration 49Q: 3 clusters Score -6053418 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -6053490.000000 Penalty: 3609.731201
	Iteration 50Q: 3 clusters Score -6053490 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -6053565.500000 Penalty: 3609.731201
	Iteration 51Q: 3 clusters Score -6053566 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -6053603.500000 Penalty: 3609.731201
	Iteration 52Q: 3 clusters Score -6053604 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -6053653.500000 Penalty: 3609.731201
	Iteration 53Q: 3 clusters Score -6053654 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6053669.000000 Penalty: 3609.731201
	Iteration 54Q: 3 clusters Score -6053669 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -6053700.500000 Penalty: 3609.731201
	Iteration 55Q: 3 clusters Score -6053700 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -6053715.000000 Penalty: 3609.731201
	Iteration 56Q: 3 clusters Score -6053715 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63336 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6053726.000000 Penalty: 3609.731201
	Iteration 57Q: 3 clusters Score -6053726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -6053734.500000 Penalty: 3609.731201
	Iteration 58Q: 3 clusters Score -6053734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6053736.000000 Penalty: 3609.731201
	Iteration 59Q: 3 clusters Score -6053736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6053747.500000 Penalty: 3609.731201
	Iteration 60F: 3 clusters Score -6053748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6053754.500000 Penalty: 3609.731201
	Iteration 61Q: 3 clusters Score -6053754 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6053765.000000 Penalty: 3609.731201
	Iteration 62Q: 3 clusters Score -6053765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6053775.000000 Penalty: 3609.731201
	Iteration 63Q: 3 clusters Score -6053775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -6053792.000000 Penalty: 3609.731201
	Iteration 64Q: 3 clusters Score -6053792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6053809.000000 Penalty: 3609.731201
	Iteration 65Q: 3 clusters Score -6053809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -6053835.000000 Penalty: 3609.731201
	Iteration 66Q: 3 clusters Score -6053835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6053846.500000 Penalty: 3609.731201
	Iteration 67Q: 3 clusters Score -6053846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64055 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6053866.000000 Penalty: 3609.731201
	Iteration 68Q: 3 clusters Score -6053866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6053894.000000 Penalty: 3609.731201
	Iteration 69Q: 3 clusters Score -6053894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6053927.000000 Penalty: 3609.731201
	Iteration 70Q: 3 clusters Score -6053927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6053937.000000 Penalty: 3609.731201
	Iteration 71Q: 3 clusters Score -6053937 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6053943.500000 Penalty: 3609.731201
	Iteration 72Q: 3 clusters Score -6053944 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6053945.500000 Penalty: 3609.731201
	Iteration 73Q: 3 clusters Score -6053946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6053971.500000 Penalty: 3609.731201
	Iteration 74Q: 3 clusters Score -6053972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6054006.500000 Penalty: 3609.731201
	Iteration 75Q: 3 clusters Score -6054006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6054043.000000 Penalty: 3609.731201
	Iteration 76Q: 3 clusters Score -6054043 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -6054074.500000 Penalty: 3609.731201
	Iteration 77Q: 3 clusters Score -6054074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6054122.500000 Penalty: 3609.731201
	Iteration 78Q: 3 clusters Score -6054122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6054147.500000 Penalty: 3609.731201
	Iteration 79Q: 3 clusters Score -6054148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6054163.500000 Penalty: 3609.731201
	Iteration 80F: 3 clusters Score -6054164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6054181.000000 Penalty: 3609.731201
	Iteration 81Q: 3 clusters Score -6054181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6054199.500000 Penalty: 3609.731201
	Iteration 82Q: 3 clusters Score -6054200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6054212.000000 Penalty: 3609.731201
	Iteration 83Q: 3 clusters Score -6054212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6054210.500000 Penalty: 3609.731201
	Iteration 84Q: 3 clusters Score -6054210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6054222.500000 Penalty: 3609.731201
	Iteration 85Q: 3 clusters Score -6054222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6054235.000000 Penalty: 3609.731201
	Iteration 86Q: 3 clusters Score -6054235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6054237.000000 Penalty: 3609.731201
	Iteration 87Q: 3 clusters Score -6054237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6054245.500000 Penalty: 3609.731201
	Iteration 88Q: 3 clusters Score -6054246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6054244.000000 Penalty: 3609.731201
	Iteration 89Q: 3 clusters Score -6054244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6054233.000000 Penalty: 3609.731201
	Iteration 90Q: 3 clusters Score -6054233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6054238.000000 Penalty: 3609.731201
	Iteration 91Q: 3 clusters Score -6054238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6054237.500000 Penalty: 3609.731201
	Iteration 92Q: 3 clusters Score -6054238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6054236.000000 Penalty: 3609.731201
	Iteration 93Q: 3 clusters Score -6054236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6054232.500000 Penalty: 3609.731201
	Iteration 94Q: 3 clusters Score -6054232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6054232.500000 Penalty: 3609.731201
	Iteration 95F: 3 clusters Score -6054232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (76903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Entering Unmasked Estep 
Score: -7605154.500000 Penalty: 1828.173828
	Iteration 0F: 2 clusters Score -7605154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -7554309.500000 Penalty: 3656.347656
	Iteration 0F: 3 clusters Score -7554310 nChanged 36601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -7574856.000000 Penalty: 3656.347656
	Iteration 1F: 3 clusters Score -7574856 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -7575426.500000 Penalty: 3656.347656
	Iteration 2Q: 3 clusters Score -7575426 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -7576067.500000 Penalty: 3656.347656
	Iteration 3Q: 3 clusters Score -7576068 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -7577109.000000 Penalty: 3656.347656
	Iteration 4Q: 3 clusters Score -7577109 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -7578993.000000 Penalty: 3656.347656
	Iteration 5F: 3 clusters Score -7578993 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -7582733.500000 Penalty: 3656.347656
	Iteration 6F: 3 clusters Score -7582734 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -7588813.500000 Penalty: 3656.347656
	Iteration 7F: 3 clusters Score -7588814 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -7596011.500000 Penalty: 3656.347656
	Iteration 8F: 3 clusters Score -7596012 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 74354 members 
Entering Unmasked Estep 
Score: -7601091.000000 Penalty: 3656.347656
	Iteration 9F: 3 clusters Score -7601091 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -7602883.000000 Penalty: 3656.347656
	Iteration 10Q: 3 clusters Score -7602883 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -7603333.000000 Penalty: 3656.347656
	Iteration 11Q: 3 clusters Score -7603333 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
Score: -7603434.500000 Penalty: 3656.347656
	Iteration 12Q: 3 clusters Score -7603434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -7603471.000000 Penalty: 3656.347656
	Iteration 13Q: 3 clusters Score -7603471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 76806 members 
Entering Unmasked Estep 
Score: -7603491.000000 Penalty: 3656.347656
	Iteration 14Q: 3 clusters Score -7603491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -7603498.500000 Penalty: 3656.347656
	Iteration 15Q: 3 clusters Score -7603498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -7603497.000000 Penalty: 3656.347656
	Iteration 16Q: 3 clusters Score -7603497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -7603497.000000 Penalty: 3656.347656
	Iteration 17F: 3 clusters Score -7603497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Entering Unmasked Estep 
Score: -660918.000000 Penalty: 1431.165527
	Iteration 0F: 2 clusters Score -660918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -655926.000000 Penalty: 2862.331055
	Iteration 0F: 3 clusters Score -655926 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -657345.000000 Penalty: 2862.331055
	Iteration 1F: 3 clusters Score -657345 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -657518.312500 Penalty: 2862.331055
	Iteration 2F: 3 clusters Score -657518.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -657643.625000 Penalty: 2862.331055
	Iteration 3Q: 3 clusters Score -657643.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -657744.437500 Penalty: 2862.331055
	Iteration 4Q: 3 clusters Score -657744.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -657829.687500 Penalty: 2862.331055
	Iteration 5Q: 3 clusters Score -657829.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -657885.625000 Penalty: 2862.331055
	Iteration 6Q: 3 clusters Score -657885.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -657933.625000 Penalty: 2862.331055
	Iteration 7Q: 3 clusters Score -657933.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -657982.562500 Penalty: 2862.331055
	Iteration 8Q: 3 clusters Score -657982.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -658025.625000 Penalty: 2862.331055
	Iteration 9Q: 3 clusters Score -658025.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -658074.625000 Penalty: 2862.331055
	Iteration 10Q: 3 clusters Score -658074.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -658115.750000 Penalty: 2862.331055
	Iteration 11Q: 3 clusters Score -658115.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -658145.812500 Penalty: 2862.331055
	Iteration 12Q: 3 clusters Score -658145.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -658165.000000 Penalty: 2862.331055
	Iteration 13Q: 3 clusters Score -658165 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -658184.250000 Penalty: 2862.331055
	Iteration 14Q: 3 clusters Score -658184.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -658203.375000 Penalty: 2862.331055
	Iteration 15Q: 3 clusters Score -658203.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -658223.125000 Penalty: 2862.331055
	Iteration 16Q: 3 clusters Score -658223.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -658240.625000 Penalty: 2862.331055
	Iteration 17Q: 3 clusters Score -658240.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -658256.375000 Penalty: 2862.331055
	Iteration 18Q: 3 clusters Score -658256.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -658267.937500 Penalty: 2862.331055
	Iteration 19Q: 3 clusters Score -658267.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -658276.687500 Penalty: 2862.331055
	Iteration 20F: 3 clusters Score -658276.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -658292.875000 Penalty: 2862.331055
	Iteration 21Q: 3 clusters Score -658292.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -658306.687500 Penalty: 2862.331055
	Iteration 22Q: 3 clusters Score -658306.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -658324.437500 Penalty: 2862.331055
	Iteration 23Q: 3 clusters Score -658324.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -658341.687500 Penalty: 2862.331055
	Iteration 24Q: 3 clusters Score -658341.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -658353.000000 Penalty: 2862.331055
	Iteration 25Q: 3 clusters Score -658353 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -658368.000000 Penalty: 2862.331055
	Iteration 26Q: 3 clusters Score -658368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -658379.812500 Penalty: 2862.331055
	Iteration 27Q: 3 clusters Score -658379.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -658395.000000 Penalty: 2862.331055
	Iteration 28Q: 3 clusters Score -658395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -658409.625000 Penalty: 2862.331055
	Iteration 29Q: 3 clusters Score -658409.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -658426.875000 Penalty: 2862.331055
	Iteration 30Q: 3 clusters Score -658426.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -658450.250000 Penalty: 2862.331055
	Iteration 31Q: 3 clusters Score -658450.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -658470.625000 Penalty: 2862.331055
	Iteration 32Q: 3 clusters Score -658470.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -658490.000000 Penalty: 2862.331055
	Iteration 33Q: 3 clusters Score -658490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -658511.375000 Penalty: 2862.331055
	Iteration 34Q: 3 clusters Score -658511.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -658537.500000 Penalty: 2862.331055
	Iteration 35Q: 3 clusters Score -658537.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -658566.625000 Penalty: 2862.331055
	Iteration 36Q: 3 clusters Score -658566.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -658605.500000 Penalty: 2862.331055
	Iteration 37Q: 3 clusters Score -658605.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -658641.125000 Penalty: 2862.331055
	Iteration 38Q: 3 clusters Score -658641.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -658678.187500 Penalty: 2862.331055
	Iteration 39Q: 3 clusters Score -658678.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -658730.312500 Penalty: 2862.331055
	Iteration 40F: 3 clusters Score -658730.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -658783.687500 Penalty: 2862.331055
	Iteration 41Q: 3 clusters Score -658783.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -658833.500000 Penalty: 2862.331055
	Iteration 42Q: 3 clusters Score -658833.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -658892.812500 Penalty: 2862.331055
	Iteration 43Q: 3 clusters Score -658892.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -658969.000000 Penalty: 2862.331055
	Iteration 44Q: 3 clusters Score -658969 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -659053.062500 Penalty: 2862.331055
	Iteration 45Q: 3 clusters Score -659053.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -659133.937500 Penalty: 2862.331055
	Iteration 46Q: 3 clusters Score -659133.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -659187.937500 Penalty: 2862.331055
	Iteration 47Q: 3 clusters Score -659187.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -659232.500000 Penalty: 2862.331055
	Iteration 48Q: 3 clusters Score -659232.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -659261.812500 Penalty: 2862.331055
	Iteration 49Q: 3 clusters Score -659261.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -659292.312500 Penalty: 2862.331055
	Iteration 50Q: 3 clusters Score -659292.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -659321.375000 Penalty: 2862.331055
	Iteration 51Q: 3 clusters Score -659321.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -659352.687500 Penalty: 2862.331055
	Iteration 52Q: 3 clusters Score -659352.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -659379.375000 Penalty: 2862.331055
	Iteration 53Q: 3 clusters Score -659379.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -659396.062500 Penalty: 2862.331055
	Iteration 54Q: 3 clusters Score -659396.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -659407.750000 Penalty: 2862.331055
	Iteration 55Q: 3 clusters Score -659407.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -659421.375000 Penalty: 2862.331055
	Iteration 56Q: 3 clusters Score -659421.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -659436.812500 Penalty: 2862.331055
	Iteration 57Q: 3 clusters Score -659436.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -659445.062500 Penalty: 2862.331055
	Iteration 58Q: 3 clusters Score -659445.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -659458.375000 Penalty: 2862.331055
	Iteration 59Q: 3 clusters Score -659458.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -659469.062500 Penalty: 2862.331055
	Iteration 60F: 3 clusters Score -659469.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -659476.000000 Penalty: 2862.331055
	Iteration 61Q: 3 clusters Score -659476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -659483.000000 Penalty: 2862.331055
	Iteration 62Q: 3 clusters Score -659483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -659494.625000 Penalty: 2862.331055
	Iteration 63Q: 3 clusters Score -659494.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -659501.125000 Penalty: 2862.331055
	Iteration 64Q: 3 clusters Score -659501.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -659504.000000 Penalty: 2862.331055
	Iteration 65Q: 3 clusters Score -659504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -659511.125000 Penalty: 2862.331055
	Iteration 66Q: 3 clusters Score -659511.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -659516.937500 Penalty: 2862.331055
	Iteration 67Q: 3 clusters Score -659516.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -659520.625000 Penalty: 2862.331055
	Iteration 68Q: 3 clusters Score -659520.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -659526.562500 Penalty: 2862.331055
	Iteration 69Q: 3 clusters Score -659526.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -659535.375000 Penalty: 2862.331055
	Iteration 70Q: 3 clusters Score -659535.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -659540.250000 Penalty: 2862.331055
	Iteration 71Q: 3 clusters Score -659540.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -659546.562500 Penalty: 2862.331055
	Iteration 72Q: 3 clusters Score -659546.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -659552.062500 Penalty: 2862.331055
	Iteration 73Q: 3 clusters Score -659552.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -659555.000000 Penalty: 2862.331055
	Iteration 74Q: 3 clusters Score -659555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -659560.187500 Penalty: 2862.331055
	Iteration 75Q: 3 clusters Score -659560.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -659562.062500 Penalty: 2862.331055
	Iteration 76Q: 3 clusters Score -659562.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -659563.812500 Penalty: 2862.331055
	Iteration 77Q: 3 clusters Score -659563.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -659566.562500 Penalty: 2862.331055
	Iteration 78Q: 3 clusters Score -659566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -659568.500000 Penalty: 2862.331055
	Iteration 79Q: 3 clusters Score -659568.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -659571.750000 Penalty: 2862.331055
	Iteration 80F: 3 clusters Score -659571.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -659573.875000 Penalty: 2862.331055
	Iteration 81Q: 3 clusters Score -659573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -659575.375000 Penalty: 2862.331055
	Iteration 82Q: 3 clusters Score -659575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -659578.562500 Penalty: 2862.331055
	Iteration 83Q: 3 clusters Score -659578.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -659584.875000 Penalty: 2862.331055
	Iteration 84Q: 3 clusters Score -659584.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -659587.625000 Penalty: 2862.331055
	Iteration 85Q: 3 clusters Score -659587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -659589.625000 Penalty: 2862.331055
	Iteration 86Q: 3 clusters Score -659589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -659592.375000 Penalty: 2862.331055
	Iteration 87Q: 3 clusters Score -659592.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -659593.812500 Penalty: 2862.331055
	Iteration 88Q: 3 clusters Score -659593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -659595.875000 Penalty: 2862.331055
	Iteration 89Q: 3 clusters Score -659595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -659597.625000 Penalty: 2862.331055
	Iteration 90Q: 3 clusters Score -659597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -659597.500000 Penalty: 2862.331055
	Iteration 91Q: 3 clusters Score -659597.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -659600.187500 Penalty: 2862.331055
	Iteration 92Q: 3 clusters Score -659600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -659599.937500 Penalty: 2862.331055
	Iteration 93Q: 3 clusters Score -659599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -659601.437500 Penalty: 2862.331055
	Iteration 94Q: 3 clusters Score -659601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -659604.062500 Penalty: 2862.331055
	Iteration 95Q: 3 clusters Score -659604.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -659611.312500 Penalty: 2862.331055
	Iteration 96Q: 3 clusters Score -659611.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -659616.250000 Penalty: 2862.331055
	Iteration 97Q: 3 clusters Score -659616.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -659622.250000 Penalty: 2862.331055
	Iteration 98Q: 3 clusters Score -659622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -659623.500000 Penalty: 2862.331055
	Iteration 99Q: 3 clusters Score -659623.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -659625.187500 Penalty: 2862.331055
	Iteration 100F: 3 clusters Score -659625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -659627.000000 Penalty: 2862.331055
	Iteration 101Q: 3 clusters Score -659627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -659629.500000 Penalty: 2862.331055
	Iteration 102Q: 3 clusters Score -659629.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -659632.187500 Penalty: 2862.331055
	Iteration 103Q: 3 clusters Score -659632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -659631.687500 Penalty: 2862.331055
	Iteration 104Q: 3 clusters Score -659631.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -659631.687500 Penalty: 2862.331055
	Iteration 105F: 3 clusters Score -659631.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -110744.843750 Penalty: 1147.327393
	Iteration 0F: 2 clusters Score -110744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -109176.156250 Penalty: 2294.654785
	Iteration 0F: 3 clusters Score -109176.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -109461.867188 Penalty: 2294.654785
	Iteration 1F: 3 clusters Score -109461.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -109540.992188 Penalty: 2294.654785
	Iteration 2F: 3 clusters Score -109541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -109591.906250 Penalty: 2294.654785
	Iteration 3Q: 3 clusters Score -109591.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -109611.429688 Penalty: 2294.654785
	Iteration 4Q: 3 clusters Score -109611.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -109625.539062 Penalty: 2294.654785
	Iteration 5Q: 3 clusters Score -109625.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -109635.148438 Penalty: 2294.654785
	Iteration 6Q: 3 clusters Score -109635.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -109641.789062 Penalty: 2294.654785
	Iteration 7Q: 3 clusters Score -109641.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -109648.734375 Penalty: 2294.654785
	Iteration 8Q: 3 clusters Score -109648.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -109653.328125 Penalty: 2294.654785
	Iteration 9Q: 3 clusters Score -109653.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -109656.140625 Penalty: 2294.654785
	Iteration 10Q: 3 clusters Score -109656.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -109657.992188 Penalty: 2294.654785
	Iteration 11Q: 3 clusters Score -109658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -109659.937500 Penalty: 2294.654785
	Iteration 12Q: 3 clusters Score -109659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -109662.695312 Penalty: 2294.654785
	Iteration 13Q: 3 clusters Score -109662.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -109665.210938 Penalty: 2294.654785
	Iteration 14Q: 3 clusters Score -109665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -109667.093750 Penalty: 2294.654785
	Iteration 15Q: 3 clusters Score -109667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -109670.453125 Penalty: 2294.654785
	Iteration 16Q: 3 clusters Score -109670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -109673.882812 Penalty: 2294.654785
	Iteration 17Q: 3 clusters Score -109673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -109679.820312 Penalty: 2294.654785
	Iteration 18Q: 3 clusters Score -109679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -109684.742188 Penalty: 2294.654785
	Iteration 19Q: 3 clusters Score -109684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -109687.781250 Penalty: 2294.654785
	Iteration 20F: 3 clusters Score -109687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -109689.960938 Penalty: 2294.654785
	Iteration 21Q: 3 clusters Score -109690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -109690.906250 Penalty: 2294.654785
	Iteration 22Q: 3 clusters Score -109690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -109691.218750 Penalty: 2294.654785
	Iteration 23Q: 3 clusters Score -109691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -109691.617188 Penalty: 2294.654785
	Iteration 24Q: 3 clusters Score -109691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -109692.210938 Penalty: 2294.654785
	Iteration 25Q: 3 clusters Score -109692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -109692.695312 Penalty: 2294.654785
	Iteration 26Q: 3 clusters Score -109692.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -109693.062500 Penalty: 2294.654785
	Iteration 27Q: 3 clusters Score -109693.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -109694.867188 Penalty: 2294.654785
	Iteration 28Q: 3 clusters Score -109694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -109701.484375 Penalty: 2294.654785
	Iteration 29Q: 3 clusters Score -109701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -109701.953125 Penalty: 2294.654785
	Iteration 30Q: 3 clusters Score -109702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -109701.953125 Penalty: 2294.654785
	Iteration 31F: 3 clusters Score -109702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -133195.750000 Penalty: 1202.402100
	Iteration 0F: 2 clusters Score -133195.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -131378.453125 Penalty: 2404.804199
	Iteration 0F: 3 clusters Score -131378.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -131942.031250 Penalty: 2404.804199
	Iteration 1F: 3 clusters Score -131942 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -132159.593750 Penalty: 2404.804199
	Iteration 2F: 3 clusters Score -132159.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -132410.093750 Penalty: 2404.804199
	Iteration 3F: 3 clusters Score -132410.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -132587.328125 Penalty: 2404.804199
	Iteration 4F: 3 clusters Score -132587.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -132737.671875 Penalty: 2404.804199
	Iteration 5F: 3 clusters Score -132737.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -132831.375000 Penalty: 2404.804199
	Iteration 6Q: 3 clusters Score -132831.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -132877.953125 Penalty: 2404.804199
	Iteration 7Q: 3 clusters Score -132878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -132908.171875 Penalty: 2404.804199
	Iteration 8Q: 3 clusters Score -132908.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -132924.250000 Penalty: 2404.804199
	Iteration 9Q: 3 clusters Score -132924.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -132942.953125 Penalty: 2404.804199
	Iteration 10Q: 3 clusters Score -132943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -132956.796875 Penalty: 2404.804199
	Iteration 11Q: 3 clusters Score -132956.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -132968.328125 Penalty: 2404.804199
	Iteration 12Q: 3 clusters Score -132968.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -132979.562500 Penalty: 2404.804199
	Iteration 13Q: 3 clusters Score -132979.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -132990.546875 Penalty: 2404.804199
	Iteration 14Q: 3 clusters Score -132990.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -133002.734375 Penalty: 2404.804199
	Iteration 15Q: 3 clusters Score -133002.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -133007.625000 Penalty: 2404.804199
	Iteration 16Q: 3 clusters Score -133007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -133010.437500 Penalty: 2404.804199
	Iteration 17Q: 3 clusters Score -133010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -133012.093750 Penalty: 2404.804199
	Iteration 18Q: 3 clusters Score -133012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -133014.937500 Penalty: 2404.804199
	Iteration 19Q: 3 clusters Score -133014.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -133014.937500 Penalty: 2404.804199
	Iteration 20F: 3 clusters Score -133014.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Entering Unmasked Estep 
Score: -1548999.875000 Penalty: 1583.003052
	Iteration 0F: 2 clusters Score -1549000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1537285.250000 Penalty: 3166.006104
	Iteration 0F: 3 clusters Score -1537285 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1541621.750000 Penalty: 3166.006104
	Iteration 1F: 3 clusters Score -1541622 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1542052.375000 Penalty: 3166.006104
	Iteration 2F: 3 clusters Score -1542052 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1542471.875000 Penalty: 3166.006104
	Iteration 3F: 3 clusters Score -1542472 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1542912.500000 Penalty: 3166.006104
	Iteration 4F: 3 clusters Score -1542912 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1543380.000000 Penalty: 3166.006104
	Iteration 5Q: 3 clusters Score -1543380 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1543948.750000 Penalty: 3166.006104
	Iteration 6F: 3 clusters Score -1543949 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1544573.625000 Penalty: 3166.006104
	Iteration 7Q: 3 clusters Score -1544574 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1545214.625000 Penalty: 3166.006104
	Iteration 8Q: 3 clusters Score -1545215 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1545804.375000 Penalty: 3166.006104
	Iteration 9Q: 3 clusters Score -1545804 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1546276.250000 Penalty: 3166.006104
	Iteration 10Q: 3 clusters Score -1546276 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1546673.750000 Penalty: 3166.006104
	Iteration 11Q: 3 clusters Score -1546674 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1546929.125000 Penalty: 3166.006104
	Iteration 12Q: 3 clusters Score -1546929 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1547093.500000 Penalty: 3166.006104
	Iteration 13Q: 3 clusters Score -1547094 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1547216.000000 Penalty: 3166.006104
	Iteration 14Q: 3 clusters Score -1547216 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1547315.625000 Penalty: 3166.006104
	Iteration 15Q: 3 clusters Score -1547316 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -1547392.875000 Penalty: 3166.006104
	Iteration 16Q: 3 clusters Score -1547393 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1547451.125000 Penalty: 3166.006104
	Iteration 17Q: 3 clusters Score -1547451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1547493.625000 Penalty: 3166.006104
	Iteration 18Q: 3 clusters Score -1547494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1547532.000000 Penalty: 3166.006104
	Iteration 19Q: 3 clusters Score -1547532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1547557.125000 Penalty: 3166.006104
	Iteration 20F: 3 clusters Score -1547557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1547571.375000 Penalty: 3166.006104
	Iteration 21Q: 3 clusters Score -1547571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1547576.875000 Penalty: 3166.006104
	Iteration 22Q: 3 clusters Score -1547577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1547584.375000 Penalty: 3166.006104
	Iteration 23Q: 3 clusters Score -1547584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1547591.000000 Penalty: 3166.006104
	Iteration 24Q: 3 clusters Score -1547591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1547599.125000 Penalty: 3166.006104
	Iteration 25Q: 3 clusters Score -1547599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1547605.000000 Penalty: 3166.006104
	Iteration 26Q: 3 clusters Score -1547605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1547611.875000 Penalty: 3166.006104
	Iteration 27Q: 3 clusters Score -1547612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1547613.000000 Penalty: 3166.006104
	Iteration 28Q: 3 clusters Score -1547613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1547617.500000 Penalty: 3166.006104
	Iteration 29Q: 3 clusters Score -1547618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1547621.750000 Penalty: 3166.006104
	Iteration 30Q: 3 clusters Score -1547622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1547623.625000 Penalty: 3166.006104
	Iteration 31Q: 3 clusters Score -1547624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1547624.875000 Penalty: 3166.006104
	Iteration 32Q: 3 clusters Score -1547625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1547627.250000 Penalty: 3166.006104
	Iteration 33Q: 3 clusters Score -1547627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1547627.500000 Penalty: 3166.006104
	Iteration 34Q: 3 clusters Score -1547628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1547627.750000 Penalty: 3166.006104
	Iteration 35Q: 3 clusters Score -1547628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1547627.625000 Penalty: 3166.006104
	Iteration 36Q: 3 clusters Score -1547628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1547627.625000 Penalty: 3166.006104
	Iteration 37F: 3 clusters Score -1547628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Entering Unmasked Estep 
Score: -844915.500000 Penalty: 1480.531250
	Iteration 0F: 2 clusters Score -844915.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -838402.312500 Penalty: 2961.062500
	Iteration 0F: 3 clusters Score -838402.3 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -840409.375000 Penalty: 2961.062500
	Iteration 1F: 3 clusters Score -840409.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -840620.187500 Penalty: 2961.062500
	Iteration 2F: 3 clusters Score -840620.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -840814.500000 Penalty: 2961.062500
	Iteration 3F: 3 clusters Score -840814.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -840986.562500 Penalty: 2961.062500
	Iteration 4Q: 3 clusters Score -840986.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -841128.187500 Penalty: 2961.062500
	Iteration 5Q: 3 clusters Score -841128.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -841237.312500 Penalty: 2961.062500
	Iteration 6Q: 3 clusters Score -841237.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -841331.625000 Penalty: 2961.062500
	Iteration 7Q: 3 clusters Score -841331.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -841432.375000 Penalty: 2961.062500
	Iteration 8Q: 3 clusters Score -841432.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -841521.375000 Penalty: 2961.062500
	Iteration 9Q: 3 clusters Score -841521.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -841600.687500 Penalty: 2961.062500
	Iteration 10Q: 3 clusters Score -841600.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -841676.062500 Penalty: 2961.062500
	Iteration 11Q: 3 clusters Score -841676.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -841740.375000 Penalty: 2961.062500
	Iteration 12Q: 3 clusters Score -841740.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -841820.625000 Penalty: 2961.062500
	Iteration 13Q: 3 clusters Score -841820.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -841903.687500 Penalty: 2961.062500
	Iteration 14Q: 3 clusters Score -841903.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -841996.625000 Penalty: 2961.062500
	Iteration 15Q: 3 clusters Score -841996.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -842117.687500 Penalty: 2961.062500
	Iteration 16Q: 3 clusters Score -842117.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -842247.687500 Penalty: 2961.062500
	Iteration 17Q: 3 clusters Score -842247.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -842372.437500 Penalty: 2961.062500
	Iteration 18Q: 3 clusters Score -842372.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -842495.687500 Penalty: 2961.062500
	Iteration 19Q: 3 clusters Score -842495.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -842620.812500 Penalty: 2961.062500
	Iteration 20F: 3 clusters Score -842620.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -842725.250000 Penalty: 2961.062500
	Iteration 21Q: 3 clusters Score -842725.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -842823.187500 Penalty: 2961.062500
	Iteration 22Q: 3 clusters Score -842823.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -842916.687500 Penalty: 2961.062500
	Iteration 23Q: 3 clusters Score -842916.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -842997.875000 Penalty: 2961.062500
	Iteration 24Q: 3 clusters Score -842997.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -843064.625000 Penalty: 2961.062500
	Iteration 25Q: 3 clusters Score -843064.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -843107.875000 Penalty: 2961.062500
	Iteration 26Q: 3 clusters Score -843107.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -843156.125000 Penalty: 2961.062500
	Iteration 27Q: 3 clusters Score -843156.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -843201.250000 Penalty: 2961.062500
	Iteration 28Q: 3 clusters Score -843201.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -843241.187500 Penalty: 2961.062500
	Iteration 29Q: 3 clusters Score -843241.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -843267.750000 Penalty: 2961.062500
	Iteration 30Q: 3 clusters Score -843267.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -843297.250000 Penalty: 2961.062500
	Iteration 31Q: 3 clusters Score -843297.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -843328.687500 Penalty: 2961.062500
	Iteration 32Q: 3 clusters Score -843328.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -843351.500000 Penalty: 2961.062500
	Iteration 33Q: 3 clusters Score -843351.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -843375.562500 Penalty: 2961.062500
	Iteration 34Q: 3 clusters Score -843375.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -843401.000000 Penalty: 2961.062500
	Iteration 35Q: 3 clusters Score -843401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -843434.000000 Penalty: 2961.062500
	Iteration 36Q: 3 clusters Score -843434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -843457.687500 Penalty: 2961.062500
	Iteration 37Q: 3 clusters Score -843457.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -843479.625000 Penalty: 2961.062500
	Iteration 38Q: 3 clusters Score -843479.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -843497.625000 Penalty: 2961.062500
	Iteration 39Q: 3 clusters Score -843497.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -843509.437500 Penalty: 2961.062500
	Iteration 40F: 3 clusters Score -843509.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -843525.437500 Penalty: 2961.062500
	Iteration 41Q: 3 clusters Score -843525.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -843537.875000 Penalty: 2961.062500
	Iteration 42Q: 3 clusters Score -843537.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -843547.687500 Penalty: 2961.062500
	Iteration 43Q: 3 clusters Score -843547.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -843553.250000 Penalty: 2961.062500
	Iteration 44Q: 3 clusters Score -843553.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -843559.312500 Penalty: 2961.062500
	Iteration 45Q: 3 clusters Score -843559.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -843563.937500 Penalty: 2961.062500
	Iteration 46Q: 3 clusters Score -843563.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -843566.687500 Penalty: 2961.062500
	Iteration 47Q: 3 clusters Score -843566.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -843570.812500 Penalty: 2961.062500
	Iteration 48Q: 3 clusters Score -843570.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -843573.250000 Penalty: 2961.062500
	Iteration 49Q: 3 clusters Score -843573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -843573.812500 Penalty: 2961.062500
	Iteration 50Q: 3 clusters Score -843573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -843575.000000 Penalty: 2961.062500
	Iteration 51Q: 3 clusters Score -843575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -843573.750000 Penalty: 2961.062500
	Iteration 52Q: 3 clusters Score -843573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -843574.812500 Penalty: 2961.062500
	Iteration 53Q: 3 clusters Score -843574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -843575.937500 Penalty: 2961.062500
	Iteration 54Q: 3 clusters Score -843575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -843576.562500 Penalty: 2961.062500
	Iteration 55Q: 3 clusters Score -843576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -843578.437500 Penalty: 2961.062500
	Iteration 56Q: 3 clusters Score -843578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -843579.812500 Penalty: 2961.062500
	Iteration 57Q: 3 clusters Score -843579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -843581.875000 Penalty: 2961.062500
	Iteration 58Q: 3 clusters Score -843581.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -843584.937500 Penalty: 2961.062500
	Iteration 59Q: 3 clusters Score -843584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -843585.312500 Penalty: 2961.062500
	Iteration 60F: 3 clusters Score -843585.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -843585.750000 Penalty: 2961.062500
	Iteration 61Q: 3 clusters Score -843585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -843586.187500 Penalty: 2961.062500
	Iteration 62Q: 3 clusters Score -843586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -843586.187500 Penalty: 2961.062500
	Iteration 63F: 3 clusters Score -843586.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -262127.781250 Penalty: 1312.585083
	Iteration 0F: 2 clusters Score -262127.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -259316.812500 Penalty: 2625.170166
	Iteration 0F: 3 clusters Score -259316.8 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -260030.671875 Penalty: 2625.170166
	Iteration 1F: 3 clusters Score -260030.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -260195.515625 Penalty: 2625.170166
	Iteration 2F: 3 clusters Score -260195.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -260337.109375 Penalty: 2625.170166
	Iteration 3F: 3 clusters Score -260337.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -260444.390625 Penalty: 2625.170166
	Iteration 4Q: 3 clusters Score -260444.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -260562.828125 Penalty: 2625.170166
	Iteration 5Q: 3 clusters Score -260562.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -260671.968750 Penalty: 2625.170166
	Iteration 6Q: 3 clusters Score -260672 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -260774.578125 Penalty: 2625.170166
	Iteration 7Q: 3 clusters Score -260774.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -260881.312500 Penalty: 2625.170166
	Iteration 8Q: 3 clusters Score -260881.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -260975.906250 Penalty: 2625.170166
	Iteration 9Q: 3 clusters Score -260975.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -261045.328125 Penalty: 2625.170166
	Iteration 10Q: 3 clusters Score -261045.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -261101.203125 Penalty: 2625.170166
	Iteration 11Q: 3 clusters Score -261101.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -261143.828125 Penalty: 2625.170166
	Iteration 12Q: 3 clusters Score -261143.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -261176.515625 Penalty: 2625.170166
	Iteration 13Q: 3 clusters Score -261176.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -261208.250000 Penalty: 2625.170166
	Iteration 14Q: 3 clusters Score -261208.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -261230.187500 Penalty: 2625.170166
	Iteration 15Q: 3 clusters Score -261230.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -261251.734375 Penalty: 2625.170166
	Iteration 16Q: 3 clusters Score -261251.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -261265.468750 Penalty: 2625.170166
	Iteration 17Q: 3 clusters Score -261265.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -261275.546875 Penalty: 2625.170166
	Iteration 18Q: 3 clusters Score -261275.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -261285.546875 Penalty: 2625.170166
	Iteration 19Q: 3 clusters Score -261285.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -261291.359375 Penalty: 2625.170166
	Iteration 20F: 3 clusters Score -261291.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -261297.328125 Penalty: 2625.170166
	Iteration 21Q: 3 clusters Score -261297.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -261300.171875 Penalty: 2625.170166
	Iteration 22Q: 3 clusters Score -261300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -261301.093750 Penalty: 2625.170166
	Iteration 23Q: 3 clusters Score -261301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -261302.093750 Penalty: 2625.170166
	Iteration 24Q: 3 clusters Score -261302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -261302.171875 Penalty: 2625.170166
	Iteration 25Q: 3 clusters Score -261302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -261302.531250 Penalty: 2625.170166
	Iteration 26Q: 3 clusters Score -261302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -261302.625000 Penalty: 2625.170166
	Iteration 27Q: 3 clusters Score -261302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -261302.625000 Penalty: 2625.170166
	Iteration 28F: 3 clusters Score -261302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -80609.015625 Penalty: 1123.643799
	Iteration 0F: 2 clusters Score -80609.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79213.359375 Penalty: 2247.287598
	Iteration 0F: 3 clusters Score -79213.36 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -79543.304688 Penalty: 2247.287598
	Iteration 1F: 3 clusters Score -79543.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -79701.414062 Penalty: 2247.287598
	Iteration 2F: 3 clusters Score -79701.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -79793.984375 Penalty: 2247.287598
	Iteration 3F: 3 clusters Score -79793.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -79850.164062 Penalty: 2247.287598
	Iteration 4Q: 3 clusters Score -79850.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -79884.257812 Penalty: 2247.287598
	Iteration 5Q: 3 clusters Score -79884.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79904.289062 Penalty: 2247.287598
	Iteration 6Q: 3 clusters Score -79904.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79917.789062 Penalty: 2247.287598
	Iteration 7Q: 3 clusters Score -79917.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -79924.195312 Penalty: 2247.287598
	Iteration 8Q: 3 clusters Score -79924.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -79933.414062 Penalty: 2247.287598
	Iteration 9Q: 3 clusters Score -79933.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -79937.343750 Penalty: 2247.287598
	Iteration 10Q: 3 clusters Score -79937.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -79943.828125 Penalty: 2247.287598
	Iteration 11Q: 3 clusters Score -79943.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79946.390625 Penalty: 2247.287598
	Iteration 12Q: 3 clusters Score -79946.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79950.507812 Penalty: 2247.287598
	Iteration 13Q: 3 clusters Score -79950.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79953.687500 Penalty: 2247.287598
	Iteration 14Q: 3 clusters Score -79953.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -79961.882812 Penalty: 2247.287598
	Iteration 15Q: 3 clusters Score -79961.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -79968.968750 Penalty: 2247.287598
	Iteration 16Q: 3 clusters Score -79968.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -79979.132812 Penalty: 2247.287598
	Iteration 17Q: 3 clusters Score -79979.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -79981.882812 Penalty: 2247.287598
	Iteration 18Q: 3 clusters Score -79981.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79986.445312 Penalty: 2247.287598
	Iteration 19Q: 3 clusters Score -79986.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -79989.914062 Penalty: 2247.287598
	Iteration 20F: 3 clusters Score -79989.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79990.476562 Penalty: 2247.287598
	Iteration 21Q: 3 clusters Score -79990.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79990.476562 Penalty: 2247.287598
	Iteration 22F: 3 clusters Score -79990.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Entering Unmasked Estep 
Score: -298587.218750 Penalty: 1303.454224
	Iteration 0F: 2 clusters Score -298587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -295807.250000 Penalty: 2606.908447
	Iteration 0F: 3 clusters Score -295807.2 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -296472.093750 Penalty: 2606.908447
	Iteration 1F: 3 clusters Score -296472.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -296582.281250 Penalty: 2606.908447
	Iteration 2F: 3 clusters Score -296582.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -296655.750000 Penalty: 2606.908447
	Iteration 3Q: 3 clusters Score -296655.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -296696.843750 Penalty: 2606.908447
	Iteration 4Q: 3 clusters Score -296696.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -296723.312500 Penalty: 2606.908447
	Iteration 5Q: 3 clusters Score -296723.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -296747.843750 Penalty: 2606.908447
	Iteration 6Q: 3 clusters Score -296747.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -296769.656250 Penalty: 2606.908447
	Iteration 7Q: 3 clusters Score -296769.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -296787.843750 Penalty: 2606.908447
	Iteration 8Q: 3 clusters Score -296787.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -296805.593750 Penalty: 2606.908447
	Iteration 9Q: 3 clusters Score -296805.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -296825.500000 Penalty: 2606.908447
	Iteration 10Q: 3 clusters Score -296825.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -296846.156250 Penalty: 2606.908447
	Iteration 11Q: 3 clusters Score -296846.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -296856.625000 Penalty: 2606.908447
	Iteration 12Q: 3 clusters Score -296856.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -296864.031250 Penalty: 2606.908447
	Iteration 13Q: 3 clusters Score -296864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -296869.812500 Penalty: 2606.908447
	Iteration 14Q: 3 clusters Score -296869.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -296877.500000 Penalty: 2606.908447
	Iteration 15Q: 3 clusters Score -296877.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -296886.937500 Penalty: 2606.908447
	Iteration 16Q: 3 clusters Score -296886.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -296895.968750 Penalty: 2606.908447
	Iteration 17Q: 3 clusters Score -296896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -296905.343750 Penalty: 2606.908447
	Iteration 18Q: 3 clusters Score -296905.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -296912.218750 Penalty: 2606.908447
	Iteration 19Q: 3 clusters Score -296912.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -296918.062500 Penalty: 2606.908447
	Iteration 20F: 3 clusters Score -296918.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -296921.500000 Penalty: 2606.908447
	Iteration 21Q: 3 clusters Score -296921.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -296925.812500 Penalty: 2606.908447
	Iteration 22Q: 3 clusters Score -296925.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -296930.968750 Penalty: 2606.908447
	Iteration 23Q: 3 clusters Score -296931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -296934.031250 Penalty: 2606.908447
	Iteration 24Q: 3 clusters Score -296934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -296936.812500 Penalty: 2606.908447
	Iteration 25Q: 3 clusters Score -296936.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -296940.781250 Penalty: 2606.908447
	Iteration 26Q: 3 clusters Score -296940.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -296945.812500 Penalty: 2606.908447
	Iteration 27Q: 3 clusters Score -296945.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -296950.468750 Penalty: 2606.908447
	Iteration 28Q: 3 clusters Score -296950.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -296954.093750 Penalty: 2606.908447
	Iteration 29Q: 3 clusters Score -296954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -296957.531250 Penalty: 2606.908447
	Iteration 30Q: 3 clusters Score -296957.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -296960.562500 Penalty: 2606.908447
	Iteration 31Q: 3 clusters Score -296960.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -296961.968750 Penalty: 2606.908447
	Iteration 32Q: 3 clusters Score -296962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -296965.000000 Penalty: 2606.908447
	Iteration 33Q: 3 clusters Score -296965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -296967.593750 Penalty: 2606.908447
	Iteration 34Q: 3 clusters Score -296967.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -296970.031250 Penalty: 2606.908447
	Iteration 35Q: 3 clusters Score -296970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -296971.781250 Penalty: 2606.908447
	Iteration 36Q: 3 clusters Score -296971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -296972.656250 Penalty: 2606.908447
	Iteration 37Q: 3 clusters Score -296972.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -296974.312500 Penalty: 2606.908447
	Iteration 38Q: 3 clusters Score -296974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -296975.156250 Penalty: 2606.908447
	Iteration 39Q: 3 clusters Score -296975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -296975.875000 Penalty: 2606.908447
	Iteration 40F: 3 clusters Score -296975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -296977.031250 Penalty: 2606.908447
	Iteration 41Q: 3 clusters Score -296977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -296978.625000 Penalty: 2606.908447
	Iteration 42Q: 3 clusters Score -296978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -296980.250000 Penalty: 2606.908447
	Iteration 43Q: 3 clusters Score -296980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -296981.437500 Penalty: 2606.908447
	Iteration 44Q: 3 clusters Score -296981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -296982.156250 Penalty: 2606.908447
	Iteration 45Q: 3 clusters Score -296982.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -296982.562500 Penalty: 2606.908447
	Iteration 46Q: 3 clusters Score -296982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -296983.375000 Penalty: 2606.908447
	Iteration 47Q: 3 clusters Score -296983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -296985.093750 Penalty: 2606.908447
	Iteration 48Q: 3 clusters Score -296985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -296985.312500 Penalty: 2606.908447
	Iteration 49Q: 3 clusters Score -296985.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -296985.406250 Penalty: 2606.908447
	Iteration 50Q: 3 clusters Score -296985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -296986.312500 Penalty: 2606.908447
	Iteration 51Q: 3 clusters Score -296986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -296986.000000 Penalty: 2606.908447
	Iteration 52Q: 3 clusters Score -296986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -296986.062500 Penalty: 2606.908447
	Iteration 53Q: 3 clusters Score -296986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -296986.812500 Penalty: 2606.908447
	Iteration 54Q: 3 clusters Score -296986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -296986.406250 Penalty: 2606.908447
	Iteration 55Q: 3 clusters Score -296986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -296986.406250 Penalty: 2606.908447
	Iteration 56F: 3 clusters Score -296986.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Entering Unmasked Estep 
Score: -1084470.750000 Penalty: 1529.073486
	Iteration 0F: 2 clusters Score -1084471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1075847.750000 Penalty: 3058.146973
	Iteration 0F: 3 clusters Score -1075848 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1079004.000000 Penalty: 3058.146973
	Iteration 1F: 3 clusters Score -1079004 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1079527.500000 Penalty: 3058.146973
	Iteration 2F: 3 clusters Score -1079528 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1080012.875000 Penalty: 3058.146973
	Iteration 3F: 3 clusters Score -1080013 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1080417.000000 Penalty: 3058.146973
	Iteration 4F: 3 clusters Score -1080417 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1080842.625000 Penalty: 3058.146973
	Iteration 5F: 3 clusters Score -1080843 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1081307.250000 Penalty: 3058.146973
	Iteration 6F: 3 clusters Score -1081307 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1081824.875000 Penalty: 3058.146973
	Iteration 7F: 3 clusters Score -1081825 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1082321.625000 Penalty: 3058.146973
	Iteration 8Q: 3 clusters Score -1082322 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1082659.250000 Penalty: 3058.146973
	Iteration 9Q: 3 clusters Score -1082659 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1082833.625000 Penalty: 3058.146973
	Iteration 10Q: 3 clusters Score -1082834 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1082904.125000 Penalty: 3058.146973
	Iteration 11Q: 3 clusters Score -1082904 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1082954.250000 Penalty: 3058.146973
	Iteration 12Q: 3 clusters Score -1082954 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1082986.625000 Penalty: 3058.146973
	Iteration 13Q: 3 clusters Score -1082987 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1083020.875000 Penalty: 3058.146973
	Iteration 14Q: 3 clusters Score -1083021 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1083054.750000 Penalty: 3058.146973
	Iteration 15Q: 3 clusters Score -1083055 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1083087.250000 Penalty: 3058.146973
	Iteration 16Q: 3 clusters Score -1083087 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1083129.750000 Penalty: 3058.146973
	Iteration 17Q: 3 clusters Score -1083130 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1083163.625000 Penalty: 3058.146973
	Iteration 18Q: 3 clusters Score -1083164 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1083194.375000 Penalty: 3058.146973
	Iteration 19Q: 3 clusters Score -1083194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1083214.625000 Penalty: 3058.146973
	Iteration 20F: 3 clusters Score -1083215 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1083230.375000 Penalty: 3058.146973
	Iteration 21Q: 3 clusters Score -1083230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1083243.625000 Penalty: 3058.146973
	Iteration 22Q: 3 clusters Score -1083244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1083250.875000 Penalty: 3058.146973
	Iteration 23Q: 3 clusters Score -1083251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1083259.250000 Penalty: 3058.146973
	Iteration 24Q: 3 clusters Score -1083259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1083267.625000 Penalty: 3058.146973
	Iteration 25Q: 3 clusters Score -1083268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1083273.250000 Penalty: 3058.146973
	Iteration 26Q: 3 clusters Score -1083273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1083278.125000 Penalty: 3058.146973
	Iteration 27Q: 3 clusters Score -1083278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1083282.375000 Penalty: 3058.146973
	Iteration 28Q: 3 clusters Score -1083282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1083282.250000 Penalty: 3058.146973
	Iteration 29Q: 3 clusters Score -1083282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1083281.375000 Penalty: 3058.146973
	Iteration 30Q: 3 clusters Score -1083281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1083281.500000 Penalty: 3058.146973
	Iteration 31Q: 3 clusters Score -1083282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1083282.875000 Penalty: 3058.146973
	Iteration 32Q: 3 clusters Score -1083283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1083283.125000 Penalty: 3058.146973
	Iteration 33Q: 3 clusters Score -1083283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1083284.250000 Penalty: 3058.146973
	Iteration 34Q: 3 clusters Score -1083284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1083285.500000 Penalty: 3058.146973
	Iteration 35Q: 3 clusters Score -1083286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1083285.500000 Penalty: 3058.146973
	Iteration 36F: 3 clusters Score -1083286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -208859.625000 Penalty: 1262.866943
	Iteration 0F: 2 clusters Score -208859.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -206534.406250 Penalty: 2525.733887
	Iteration 0F: 3 clusters Score -206534.4 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -207024.828125 Penalty: 2525.733887
	Iteration 1F: 3 clusters Score -207024.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -207183.718750 Penalty: 2525.733887
	Iteration 2F: 3 clusters Score -207183.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -207303.218750 Penalty: 2525.733887
	Iteration 3F: 3 clusters Score -207303.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -207401.296875 Penalty: 2525.733887
	Iteration 4F: 3 clusters Score -207401.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -207472.156250 Penalty: 2525.733887
	Iteration 5Q: 3 clusters Score -207472.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -207527.093750 Penalty: 2525.733887
	Iteration 6Q: 3 clusters Score -207527.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -207585.812500 Penalty: 2525.733887
	Iteration 7Q: 3 clusters Score -207585.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -207636.796875 Penalty: 2525.733887
	Iteration 8Q: 3 clusters Score -207636.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -207693.671875 Penalty: 2525.733887
	Iteration 9Q: 3 clusters Score -207693.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -207750.859375 Penalty: 2525.733887
	Iteration 10Q: 3 clusters Score -207750.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -207785.500000 Penalty: 2525.733887
	Iteration 11Q: 3 clusters Score -207785.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -207815.468750 Penalty: 2525.733887
	Iteration 12Q: 3 clusters Score -207815.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -207851.890625 Penalty: 2525.733887
	Iteration 13Q: 3 clusters Score -207851.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -207881.796875 Penalty: 2525.733887
	Iteration 14Q: 3 clusters Score -207881.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -207908.421875 Penalty: 2525.733887
	Iteration 15Q: 3 clusters Score -207908.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -207935.546875 Penalty: 2525.733887
	Iteration 16Q: 3 clusters Score -207935.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -207956.906250 Penalty: 2525.733887
	Iteration 17Q: 3 clusters Score -207956.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -207969.093750 Penalty: 2525.733887
	Iteration 18Q: 3 clusters Score -207969.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -207979.218750 Penalty: 2525.733887
	Iteration 19Q: 3 clusters Score -207979.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -207986.109375 Penalty: 2525.733887
	Iteration 20F: 3 clusters Score -207986.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -207990.062500 Penalty: 2525.733887
	Iteration 21Q: 3 clusters Score -207990.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -207993.968750 Penalty: 2525.733887
	Iteration 22Q: 3 clusters Score -207994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -207996.593750 Penalty: 2525.733887
	Iteration 23Q: 3 clusters Score -207996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -207999.281250 Penalty: 2525.733887
	Iteration 24Q: 3 clusters Score -207999.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -208001.750000 Penalty: 2525.733887
	Iteration 25Q: 3 clusters Score -208001.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -208003.796875 Penalty: 2525.733887
	Iteration 26Q: 3 clusters Score -208003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -208006.015625 Penalty: 2525.733887
	Iteration 27Q: 3 clusters Score -208006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -208006.890625 Penalty: 2525.733887
	Iteration 28Q: 3 clusters Score -208006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -208009.140625 Penalty: 2525.733887
	Iteration 29Q: 3 clusters Score -208009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -208013.921875 Penalty: 2525.733887
	Iteration 30Q: 3 clusters Score -208013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -208019.078125 Penalty: 2525.733887
	Iteration 31Q: 3 clusters Score -208019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -208023.281250 Penalty: 2525.733887
	Iteration 32Q: 3 clusters Score -208023.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -208024.343750 Penalty: 2525.733887
	Iteration 33Q: 3 clusters Score -208024.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -208024.875000 Penalty: 2525.733887
	Iteration 34Q: 3 clusters Score -208024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -208026.531250 Penalty: 2525.733887
	Iteration 35Q: 3 clusters Score -208026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -208027.921875 Penalty: 2525.733887
	Iteration 36Q: 3 clusters Score -208027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -208028.843750 Penalty: 2525.733887
	Iteration 37Q: 3 clusters Score -208028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -208029.671875 Penalty: 2525.733887
	Iteration 38Q: 3 clusters Score -208029.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -208029.765625 Penalty: 2525.733887
	Iteration 39Q: 3 clusters Score -208029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -208029.937500 Penalty: 2525.733887
	Iteration 40F: 3 clusters Score -208029.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Entering Unmasked Estep 
Score: -1179891.875000 Penalty: 1533.900269
	Iteration 0F: 2 clusters Score -1179892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1171132.625000 Penalty: 3067.800537
	Iteration 0F: 3 clusters Score -1171133 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1174058.500000 Penalty: 3067.800537
	Iteration 1F: 3 clusters Score -1174058 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1174319.000000 Penalty: 3067.800537
	Iteration 2F: 3 clusters Score -1174319 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1174560.125000 Penalty: 3067.800537
	Iteration 3Q: 3 clusters Score -1174560 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1174820.625000 Penalty: 3067.800537
	Iteration 4Q: 3 clusters Score -1174821 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1175136.250000 Penalty: 3067.800537
	Iteration 5Q: 3 clusters Score -1175136 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1175534.375000 Penalty: 3067.800537
	Iteration 6Q: 3 clusters Score -1175534 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1175982.250000 Penalty: 3067.800537
	Iteration 7F: 3 clusters Score -1175982 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1176434.625000 Penalty: 3067.800537
	Iteration 8F: 3 clusters Score -1176435 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1176904.125000 Penalty: 3067.800537
	Iteration 9F: 3 clusters Score -1176904 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1177270.750000 Penalty: 3067.800537
	Iteration 10Q: 3 clusters Score -1177271 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1177573.125000 Penalty: 3067.800537
	Iteration 11Q: 3 clusters Score -1177573 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1177809.875000 Penalty: 3067.800537
	Iteration 12Q: 3 clusters Score -1177810 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1177981.125000 Penalty: 3067.800537
	Iteration 13Q: 3 clusters Score -1177981 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1178122.875000 Penalty: 3067.800537
	Iteration 14Q: 3 clusters Score -1178123 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1178213.125000 Penalty: 3067.800537
	Iteration 15Q: 3 clusters Score -1178213 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1178274.375000 Penalty: 3067.800537
	Iteration 16Q: 3 clusters Score -1178274 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1178312.750000 Penalty: 3067.800537
	Iteration 17Q: 3 clusters Score -1178313 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1178343.500000 Penalty: 3067.800537
	Iteration 18Q: 3 clusters Score -1178344 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1178367.375000 Penalty: 3067.800537
	Iteration 19Q: 3 clusters Score -1178367 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1178381.750000 Penalty: 3067.800537
	Iteration 20F: 3 clusters Score -1178382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1178388.125000 Penalty: 3067.800537
	Iteration 21Q: 3 clusters Score -1178388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1178396.000000 Penalty: 3067.800537
	Iteration 22Q: 3 clusters Score -1178396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1178406.000000 Penalty: 3067.800537
	Iteration 23Q: 3 clusters Score -1178406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1178412.375000 Penalty: 3067.800537
	Iteration 24Q: 3 clusters Score -1178412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1178411.875000 Penalty: 3067.800537
	Iteration 25Q: 3 clusters Score -1178412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1178414.000000 Penalty: 3067.800537
	Iteration 26Q: 3 clusters Score -1178414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1178416.375000 Penalty: 3067.800537
	Iteration 27Q: 3 clusters Score -1178416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1178420.000000 Penalty: 3067.800537
	Iteration 28Q: 3 clusters Score -1178420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1178421.125000 Penalty: 3067.800537
	Iteration 29Q: 3 clusters Score -1178421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1178420.875000 Penalty: 3067.800537
	Iteration 30Q: 3 clusters Score -1178421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1178420.500000 Penalty: 3067.800537
	Iteration 31Q: 3 clusters Score -1178420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1178422.125000 Penalty: 3067.800537
	Iteration 32Q: 3 clusters Score -1178422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1178422.625000 Penalty: 3067.800537
	Iteration 33Q: 3 clusters Score -1178423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1178422.375000 Penalty: 3067.800537
	Iteration 34Q: 3 clusters Score -1178422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1178424.375000 Penalty: 3067.800537
	Iteration 35Q: 3 clusters Score -1178424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1178425.125000 Penalty: 3067.800537
	Iteration 36Q: 3 clusters Score -1178425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1178428.250000 Penalty: 3067.800537
	Iteration 37Q: 3 clusters Score -1178428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1178430.375000 Penalty: 3067.800537
	Iteration 38Q: 3 clusters Score -1178430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1178428.125000 Penalty: 3067.800537
	Iteration 39Q: 3 clusters Score -1178428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1178430.000000 Penalty: 3067.800537
	Iteration 40F: 3 clusters Score -1178430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1178427.625000 Penalty: 3067.800537
	Iteration 41Q: 3 clusters Score -1178428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1178428.375000 Penalty: 3067.800537
	Iteration 42Q: 3 clusters Score -1178428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1178429.125000 Penalty: 3067.800537
	Iteration 43Q: 3 clusters Score -1178429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1178428.375000 Penalty: 3067.800537
	Iteration 44Q: 3 clusters Score -1178428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1178429.750000 Penalty: 3067.800537
	Iteration 45Q: 3 clusters Score -1178430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1178428.375000 Penalty: 3067.800537
	Iteration 46Q: 3 clusters Score -1178428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1178430.500000 Penalty: 3067.800537
	Iteration 47Q: 3 clusters Score -1178430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1178431.125000 Penalty: 3067.800537
	Iteration 48Q: 3 clusters Score -1178431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1178431.500000 Penalty: 3067.800537
	Iteration 49Q: 3 clusters Score -1178432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1178431.375000 Penalty: 3067.800537
	Iteration 50Q: 3 clusters Score -1178431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1178433.250000 Penalty: 3067.800537
	Iteration 51Q: 3 clusters Score -1178433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1178434.875000 Penalty: 3067.800537
	Iteration 52Q: 3 clusters Score -1178435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1178434.375000 Penalty: 3067.800537
	Iteration 53Q: 3 clusters Score -1178434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1178433.375000 Penalty: 3067.800537
	Iteration 54Q: 3 clusters Score -1178433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1178434.250000 Penalty: 3067.800537
	Iteration 55Q: 3 clusters Score -1178434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1178433.500000 Penalty: 3067.800537
	Iteration 56Q: 3 clusters Score -1178434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1178433.500000 Penalty: 3067.800537
	Iteration 57F: 3 clusters Score -1178434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Entering Unmasked Estep 
Score: -3531221.500000 Penalty: 1703.631470
	Iteration 0F: 2 clusters Score -3531222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3507330.000000 Penalty: 3407.262939
	Iteration 0F: 3 clusters Score -3507330 nChanged 16495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3516539.250000 Penalty: 3407.262939
	Iteration 1F: 3 clusters Score -3516539 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -3516932.750000 Penalty: 3407.262939
	Iteration 2Q: 3 clusters Score -3516933 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3517396.750000 Penalty: 3407.262939
	Iteration 3Q: 3 clusters Score -3517397 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -3517922.500000 Penalty: 3407.262939
	Iteration 4Q: 3 clusters Score -3517922 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3518600.000000 Penalty: 3407.262939
	Iteration 5Q: 3 clusters Score -3518600 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3519454.000000 Penalty: 3407.262939
	Iteration 6Q: 3 clusters Score -3519454 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3520530.000000 Penalty: 3407.262939
	Iteration 7Q: 3 clusters Score -3520530 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3521781.000000 Penalty: 3407.262939
	Iteration 8F: 3 clusters Score -3521781 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3522996.250000 Penalty: 3407.262939
	Iteration 9F: 3 clusters Score -3522996 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3524046.750000 Penalty: 3407.262939
	Iteration 10Q: 3 clusters Score -3524047 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3524811.000000 Penalty: 3407.262939
	Iteration 11Q: 3 clusters Score -3524811 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -3525413.750000 Penalty: 3407.262939
	Iteration 12Q: 3 clusters Score -3525414 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3525892.250000 Penalty: 3407.262939
	Iteration 13Q: 3 clusters Score -3525892 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3526289.750000 Penalty: 3407.262939
	Iteration 14Q: 3 clusters Score -3526290 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -3526680.250000 Penalty: 3407.262939
	Iteration 15Q: 3 clusters Score -3526680 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -3527055.750000 Penalty: 3407.262939
	Iteration 16Q: 3 clusters Score -3527056 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -3527429.000000 Penalty: 3407.262939
	Iteration 17Q: 3 clusters Score -3527429 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -3527787.250000 Penalty: 3407.262939
	Iteration 18Q: 3 clusters Score -3527787 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -3528128.250000 Penalty: 3407.262939
	Iteration 19Q: 3 clusters Score -3528128 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -3528436.250000 Penalty: 3407.262939
	Iteration 20F: 3 clusters Score -3528436 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -3528726.750000 Penalty: 3407.262939
	Iteration 21Q: 3 clusters Score -3528727 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -3528964.000000 Penalty: 3407.262939
	Iteration 22Q: 3 clusters Score -3528964 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -3529117.500000 Penalty: 3407.262939
	Iteration 23Q: 3 clusters Score -3529118 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -3529245.750000 Penalty: 3407.262939
	Iteration 24Q: 3 clusters Score -3529246 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -3529340.250000 Penalty: 3407.262939
	Iteration 25Q: 3 clusters Score -3529340 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -3529420.500000 Penalty: 3407.262939
	Iteration 26Q: 3 clusters Score -3529420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -3529497.250000 Penalty: 3407.262939
	Iteration 27Q: 3 clusters Score -3529497 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -3529568.750000 Penalty: 3407.262939
	Iteration 28Q: 3 clusters Score -3529569 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -3529603.750000 Penalty: 3407.262939
	Iteration 29Q: 3 clusters Score -3529604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -3529626.250000 Penalty: 3407.262939
	Iteration 30Q: 3 clusters Score -3529626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -3529647.000000 Penalty: 3407.262939
	Iteration 31Q: 3 clusters Score -3529647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -3529665.000000 Penalty: 3407.262939
	Iteration 32Q: 3 clusters Score -3529665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -3529674.750000 Penalty: 3407.262939
	Iteration 33Q: 3 clusters Score -3529675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -3529688.250000 Penalty: 3407.262939
	Iteration 34Q: 3 clusters Score -3529688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -3529698.000000 Penalty: 3407.262939
	Iteration 35Q: 3 clusters Score -3529698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -3529702.250000 Penalty: 3407.262939
	Iteration 36Q: 3 clusters Score -3529702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -3529709.250000 Penalty: 3407.262939
	Iteration 37Q: 3 clusters Score -3529709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -3529713.750000 Penalty: 3407.262939
	Iteration 38Q: 3 clusters Score -3529714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -3529715.500000 Penalty: 3407.262939
	Iteration 39Q: 3 clusters Score -3529716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -3529714.500000 Penalty: 3407.262939
	Iteration 40F: 3 clusters Score -3529714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -3529716.750000 Penalty: 3407.262939
	Iteration 41Q: 3 clusters Score -3529717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -3529725.500000 Penalty: 3407.262939
	Iteration 42Q: 3 clusters Score -3529726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -3529727.250000 Penalty: 3407.262939
	Iteration 43Q: 3 clusters Score -3529727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -3529729.250000 Penalty: 3407.262939
	Iteration 44Q: 3 clusters Score -3529729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -3529737.250000 Penalty: 3407.262939
	Iteration 45Q: 3 clusters Score -3529737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -3529741.750000 Penalty: 3407.262939
	Iteration 46Q: 3 clusters Score -3529742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -3529743.000000 Penalty: 3407.262939
	Iteration 47Q: 3 clusters Score -3529743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -3529745.750000 Penalty: 3407.262939
	Iteration 48Q: 3 clusters Score -3529746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -3529746.000000 Penalty: 3407.262939
	Iteration 49Q: 3 clusters Score -3529746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -3529745.500000 Penalty: 3407.262939
	Iteration 50Q: 3 clusters Score -3529746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -3529745.500000 Penalty: 3407.262939
	Iteration 51F: 3 clusters Score -3529746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -510248.625000 Penalty: 1405.706177
	Iteration 0F: 2 clusters Score -510248.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -505861.500000 Penalty: 2811.412354
	Iteration 0F: 3 clusters Score -505861.5 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -507669.531250 Penalty: 2811.412354
	Iteration 1F: 3 clusters Score -507669.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -508408.125000 Penalty: 2811.412354
	Iteration 2F: 3 clusters Score -508408.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -508943.812500 Penalty: 2811.412354
	Iteration 3F: 3 clusters Score -508943.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -509260.812500 Penalty: 2811.412354
	Iteration 4F: 3 clusters Score -509260.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -509430.562500 Penalty: 2811.412354
	Iteration 5Q: 3 clusters Score -509430.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -509530.312500 Penalty: 2811.412354
	Iteration 6Q: 3 clusters Score -509530.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -509597.000000 Penalty: 2811.412354
	Iteration 7Q: 3 clusters Score -509597 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -509640.625000 Penalty: 2811.412354
	Iteration 8Q: 3 clusters Score -509640.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -509672.312500 Penalty: 2811.412354
	Iteration 9Q: 3 clusters Score -509672.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -509703.656250 Penalty: 2811.412354
	Iteration 10Q: 3 clusters Score -509703.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -509734.031250 Penalty: 2811.412354
	Iteration 11Q: 3 clusters Score -509734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -509750.281250 Penalty: 2811.412354
	Iteration 12Q: 3 clusters Score -509750.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -509760.687500 Penalty: 2811.412354
	Iteration 13Q: 3 clusters Score -509760.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -509770.656250 Penalty: 2811.412354
	Iteration 14Q: 3 clusters Score -509770.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -509778.718750 Penalty: 2811.412354
	Iteration 15Q: 3 clusters Score -509778.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -509787.593750 Penalty: 2811.412354
	Iteration 16Q: 3 clusters Score -509787.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -509794.375000 Penalty: 2811.412354
	Iteration 17Q: 3 clusters Score -509794.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -509806.406250 Penalty: 2811.412354
	Iteration 18Q: 3 clusters Score -509806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -509808.562500 Penalty: 2811.412354
	Iteration 19Q: 3 clusters Score -509808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -509810.843750 Penalty: 2811.412354
	Iteration 20F: 3 clusters Score -509810.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -509811.500000 Penalty: 2811.412354
	Iteration 21Q: 3 clusters Score -509811.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -509813.406250 Penalty: 2811.412354
	Iteration 22Q: 3 clusters Score -509813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -509813.406250 Penalty: 2811.412354
	Iteration 23F: 3 clusters Score -509813.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Entering Unmasked Estep 
Score: -1072231.625000 Penalty: 1513.872925
	Iteration 0F: 2 clusters Score -1072232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1064523.875000 Penalty: 3027.745850
	Iteration 0F: 3 clusters Score -1064524 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1067064.375000 Penalty: 3027.745850
	Iteration 1F: 3 clusters Score -1067064 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1067317.000000 Penalty: 3027.745850
	Iteration 2F: 3 clusters Score -1067317 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1067505.250000 Penalty: 3027.745850
	Iteration 3Q: 3 clusters Score -1067505 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1067676.125000 Penalty: 3027.745850
	Iteration 4Q: 3 clusters Score -1067676 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1067849.500000 Penalty: 3027.745850
	Iteration 5Q: 3 clusters Score -1067850 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1068061.250000 Penalty: 3027.745850
	Iteration 6Q: 3 clusters Score -1068061 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1068321.125000 Penalty: 3027.745850
	Iteration 7Q: 3 clusters Score -1068321 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1068691.500000 Penalty: 3027.745850
	Iteration 8F: 3 clusters Score -1068692 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1069214.250000 Penalty: 3027.745850
	Iteration 9F: 3 clusters Score -1069214 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1069763.000000 Penalty: 3027.745850
	Iteration 10F: 3 clusters Score -1069763 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1070237.625000 Penalty: 3027.745850
	Iteration 11Q: 3 clusters Score -1070238 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1070537.375000 Penalty: 3027.745850
	Iteration 12Q: 3 clusters Score -1070537 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1070689.375000 Penalty: 3027.745850
	Iteration 13Q: 3 clusters Score -1070689 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1070770.750000 Penalty: 3027.745850
	Iteration 14Q: 3 clusters Score -1070771 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1070830.375000 Penalty: 3027.745850
	Iteration 15Q: 3 clusters Score -1070830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1070874.750000 Penalty: 3027.745850
	Iteration 16Q: 3 clusters Score -1070875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1070900.375000 Penalty: 3027.745850
	Iteration 17Q: 3 clusters Score -1070900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1070921.625000 Penalty: 3027.745850
	Iteration 18Q: 3 clusters Score -1070922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1070942.125000 Penalty: 3027.745850
	Iteration 19Q: 3 clusters Score -1070942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1070963.500000 Penalty: 3027.745850
	Iteration 20F: 3 clusters Score -1070964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1070976.250000 Penalty: 3027.745850
	Iteration 21Q: 3 clusters Score -1070976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1070983.875000 Penalty: 3027.745850
	Iteration 22Q: 3 clusters Score -1070984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1070987.250000 Penalty: 3027.745850
	Iteration 23Q: 3 clusters Score -1070987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1070989.375000 Penalty: 3027.745850
	Iteration 24Q: 3 clusters Score -1070989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1070989.375000 Penalty: 3027.745850
	Iteration 25F: 3 clusters Score -1070989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Entering Unmasked Estep 
Score: -220338.562500 Penalty: 1263.414062
	Iteration 0F: 2 clusters Score -220338.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -218032.937500 Penalty: 2526.828125
	Iteration 0F: 3 clusters Score -218032.9 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -218486.437500 Penalty: 2526.828125
	Iteration 1F: 3 clusters Score -218486.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -218585.734375 Penalty: 2526.828125
	Iteration 2F: 3 clusters Score -218585.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -218654.859375 Penalty: 2526.828125
	Iteration 3Q: 3 clusters Score -218654.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -218700.562500 Penalty: 2526.828125
	Iteration 4Q: 3 clusters Score -218700.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -218739.078125 Penalty: 2526.828125
	Iteration 5Q: 3 clusters Score -218739.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -218769.000000 Penalty: 2526.828125
	Iteration 6Q: 3 clusters Score -218769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -218788.000000 Penalty: 2526.828125
	Iteration 7Q: 3 clusters Score -218788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -218805.578125 Penalty: 2526.828125
	Iteration 8Q: 3 clusters Score -218805.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -218821.468750 Penalty: 2526.828125
	Iteration 9Q: 3 clusters Score -218821.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -218837.718750 Penalty: 2526.828125
	Iteration 10Q: 3 clusters Score -218837.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -218851.921875 Penalty: 2526.828125
	Iteration 11Q: 3 clusters Score -218851.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -218874.734375 Penalty: 2526.828125
	Iteration 12Q: 3 clusters Score -218874.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -218909.593750 Penalty: 2526.828125
	Iteration 13Q: 3 clusters Score -218909.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -218943.000000 Penalty: 2526.828125
	Iteration 14Q: 3 clusters Score -218943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -218986.453125 Penalty: 2526.828125
	Iteration 15Q: 3 clusters Score -218986.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -219050.296875 Penalty: 2526.828125
	Iteration 16Q: 3 clusters Score -219050.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -219117.859375 Penalty: 2526.828125
	Iteration 17Q: 3 clusters Score -219117.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -219218.906250 Penalty: 2526.828125
	Iteration 18Q: 3 clusters Score -219218.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -219357.500000 Penalty: 2526.828125
	Iteration 19Q: 3 clusters Score -219357.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -219519.328125 Penalty: 2526.828125
	Iteration 20F: 3 clusters Score -219519.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -219637.421875 Penalty: 2526.828125
	Iteration 21Q: 3 clusters Score -219637.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -219698.125000 Penalty: 2526.828125
	Iteration 22Q: 3 clusters Score -219698.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -219731.843750 Penalty: 2526.828125
	Iteration 23Q: 3 clusters Score -219731.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -219752.250000 Penalty: 2526.828125
	Iteration 24Q: 3 clusters Score -219752.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -219768.796875 Penalty: 2526.828125
	Iteration 25Q: 3 clusters Score -219768.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -219780.765625 Penalty: 2526.828125
	Iteration 26Q: 3 clusters Score -219780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -219794.968750 Penalty: 2526.828125
	Iteration 27Q: 3 clusters Score -219795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -219804.828125 Penalty: 2526.828125
	Iteration 28Q: 3 clusters Score -219804.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -219812.593750 Penalty: 2526.828125
	Iteration 29Q: 3 clusters Score -219812.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -219820.750000 Penalty: 2526.828125
	Iteration 30Q: 3 clusters Score -219820.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -219830.796875 Penalty: 2526.828125
	Iteration 31Q: 3 clusters Score -219830.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -219835.859375 Penalty: 2526.828125
	Iteration 32Q: 3 clusters Score -219835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -219836.781250 Penalty: 2526.828125
	Iteration 33Q: 3 clusters Score -219836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -219837.734375 Penalty: 2526.828125
	Iteration 34Q: 3 clusters Score -219837.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -219842.078125 Penalty: 2526.828125
	Iteration 35Q: 3 clusters Score -219842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -219845.468750 Penalty: 2526.828125
	Iteration 36Q: 3 clusters Score -219845.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -219847.531250 Penalty: 2526.828125
	Iteration 37Q: 3 clusters Score -219847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -219848.156250 Penalty: 2526.828125
	Iteration 38Q: 3 clusters Score -219848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -219848.343750 Penalty: 2526.828125
	Iteration 39Q: 3 clusters Score -219848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -219848.796875 Penalty: 2526.828125
	Iteration 40F: 3 clusters Score -219848.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Entering Unmasked Estep 
Score: -487385.875000 Penalty: 1407.628906
	Iteration 0F: 2 clusters Score -487385.9 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 2862 members 
Entering Unmasked Estep 
Score: -482956.437500 Penalty: 2815.257812
	Iteration 0F: 3 clusters Score -482956.4 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -484272.625000 Penalty: 2815.257812
	Iteration 1F: 3 clusters Score -484272.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -484522.562500 Penalty: 2815.257812
	Iteration 2F: 3 clusters Score -484522.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -484681.812500 Penalty: 2815.257812
	Iteration 3F: 3 clusters Score -484681.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -484799.625000 Penalty: 2815.257812
	Iteration 4Q: 3 clusters Score -484799.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -484895.500000 Penalty: 2815.257812
	Iteration 5Q: 3 clusters Score -484895.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -484970.687500 Penalty: 2815.257812
	Iteration 6Q: 3 clusters Score -484970.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -485046.781250 Penalty: 2815.257812
	Iteration 7Q: 3 clusters Score -485046.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -485113.031250 Penalty: 2815.257812
	Iteration 8Q: 3 clusters Score -485113 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -485199.968750 Penalty: 2815.257812
	Iteration 9Q: 3 clusters Score -485200 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -485330.250000 Penalty: 2815.257812
	Iteration 10Q: 3 clusters Score -485330.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -485437.625000 Penalty: 2815.257812
	Iteration 11Q: 3 clusters Score -485437.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -485524.437500 Penalty: 2815.257812
	Iteration 12Q: 3 clusters Score -485524.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -485606.843750 Penalty: 2815.257812
	Iteration 13Q: 3 clusters Score -485606.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -485672.000000 Penalty: 2815.257812
	Iteration 14Q: 3 clusters Score -485672 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -485734.031250 Penalty: 2815.257812
	Iteration 15Q: 3 clusters Score -485734 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -485792.500000 Penalty: 2815.257812
	Iteration 16Q: 3 clusters Score -485792.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -485840.125000 Penalty: 2815.257812
	Iteration 17Q: 3 clusters Score -485840.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -485881.562500 Penalty: 2815.257812
	Iteration 18Q: 3 clusters Score -485881.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -485924.593750 Penalty: 2815.257812
	Iteration 19Q: 3 clusters Score -485924.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -485966.093750 Penalty: 2815.257812
	Iteration 20F: 3 clusters Score -485966.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -486005.281250 Penalty: 2815.257812
	Iteration 21Q: 3 clusters Score -486005.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -486045.718750 Penalty: 2815.257812
	Iteration 22Q: 3 clusters Score -486045.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -486086.156250 Penalty: 2815.257812
	Iteration 23Q: 3 clusters Score -486086.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -486124.000000 Penalty: 2815.257812
	Iteration 24Q: 3 clusters Score -486124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -486157.062500 Penalty: 2815.257812
	Iteration 25Q: 3 clusters Score -486157.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -486195.468750 Penalty: 2815.257812
	Iteration 26Q: 3 clusters Score -486195.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -486224.250000 Penalty: 2815.257812
	Iteration 27Q: 3 clusters Score -486224.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -486254.312500 Penalty: 2815.257812
	Iteration 28Q: 3 clusters Score -486254.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -486284.218750 Penalty: 2815.257812
	Iteration 29Q: 3 clusters Score -486284.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -486319.250000 Penalty: 2815.257812
	Iteration 30Q: 3 clusters Score -486319.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -486351.812500 Penalty: 2815.257812
	Iteration 31Q: 3 clusters Score -486351.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -486386.750000 Penalty: 2815.257812
	Iteration 32Q: 3 clusters Score -486386.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -486409.437500 Penalty: 2815.257812
	Iteration 33Q: 3 clusters Score -486409.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -486425.531250 Penalty: 2815.257812
	Iteration 34Q: 3 clusters Score -486425.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -486446.531250 Penalty: 2815.257812
	Iteration 35Q: 3 clusters Score -486446.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -486462.781250 Penalty: 2815.257812
	Iteration 36Q: 3 clusters Score -486462.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -486486.250000 Penalty: 2815.257812
	Iteration 37Q: 3 clusters Score -486486.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -486510.500000 Penalty: 2815.257812
	Iteration 38Q: 3 clusters Score -486510.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -486521.656250 Penalty: 2815.257812
	Iteration 39Q: 3 clusters Score -486521.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -486528.062500 Penalty: 2815.257812
	Iteration 40F: 3 clusters Score -486528.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -486531.687500 Penalty: 2815.257812
	Iteration 41Q: 3 clusters Score -486531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -486531.687500 Penalty: 2815.257812
	Iteration 42Q: 3 clusters Score -486531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -486532.343750 Penalty: 2815.257812
	Iteration 43Q: 3 clusters Score -486532.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -486533.437500 Penalty: 2815.257812
	Iteration 44Q: 3 clusters Score -486533.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -486533.437500 Penalty: 2815.257812
	Iteration 45F: 3 clusters Score -486533.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Entering Unmasked Estep 
Score: -1495657.375000 Penalty: 1574.501709
	Iteration 0F: 2 clusters Score -1495657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1484449.500000 Penalty: 3149.003418
	Iteration 0F: 3 clusters Score -1484450 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1488355.250000 Penalty: 3149.003418
	Iteration 1F: 3 clusters Score -1488355 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1488645.500000 Penalty: 3149.003418
	Iteration 2F: 3 clusters Score -1488646 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1488925.875000 Penalty: 3149.003418
	Iteration 3Q: 3 clusters Score -1488926 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1489200.625000 Penalty: 3149.003418
	Iteration 4Q: 3 clusters Score -1489201 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1489461.250000 Penalty: 3149.003418
	Iteration 5Q: 3 clusters Score -1489461 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1489730.875000 Penalty: 3149.003418
	Iteration 6Q: 3 clusters Score -1489731 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1489986.375000 Penalty: 3149.003418
	Iteration 7Q: 3 clusters Score -1489986 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1490278.625000 Penalty: 3149.003418
	Iteration 8Q: 3 clusters Score -1490279 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1490595.125000 Penalty: 3149.003418
	Iteration 9Q: 3 clusters Score -1490595 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1490876.250000 Penalty: 3149.003418
	Iteration 10Q: 3 clusters Score -1490876 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1491161.625000 Penalty: 3149.003418
	Iteration 11Q: 3 clusters Score -1491162 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1491430.000000 Penalty: 3149.003418
	Iteration 12Q: 3 clusters Score -1491430 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1491657.625000 Penalty: 3149.003418
	Iteration 13Q: 3 clusters Score -1491658 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1491815.375000 Penalty: 3149.003418
	Iteration 14Q: 3 clusters Score -1491815 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1491912.000000 Penalty: 3149.003418
	Iteration 15Q: 3 clusters Score -1491912 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1491973.500000 Penalty: 3149.003418
	Iteration 16Q: 3 clusters Score -1491974 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1492012.625000 Penalty: 3149.003418
	Iteration 17Q: 3 clusters Score -1492013 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1492058.625000 Penalty: 3149.003418
	Iteration 18Q: 3 clusters Score -1492059 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1492108.625000 Penalty: 3149.003418
	Iteration 19Q: 3 clusters Score -1492109 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1492179.250000 Penalty: 3149.003418
	Iteration 20F: 3 clusters Score -1492179 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1492248.125000 Penalty: 3149.003418
	Iteration 21Q: 3 clusters Score -1492248 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1492334.875000 Penalty: 3149.003418
	Iteration 22Q: 3 clusters Score -1492335 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1492435.625000 Penalty: 3149.003418
	Iteration 23Q: 3 clusters Score -1492436 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1492569.750000 Penalty: 3149.003418
	Iteration 24Q: 3 clusters Score -1492570 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1492745.500000 Penalty: 3149.003418
	Iteration 25Q: 3 clusters Score -1492746 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1492928.625000 Penalty: 3149.003418
	Iteration 26Q: 3 clusters Score -1492929 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1493150.000000 Penalty: 3149.003418
	Iteration 27Q: 3 clusters Score -1493150 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1493364.500000 Penalty: 3149.003418
	Iteration 28Q: 3 clusters Score -1493364 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1493555.625000 Penalty: 3149.003418
	Iteration 29Q: 3 clusters Score -1493556 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1493737.125000 Penalty: 3149.003418
	Iteration 30Q: 3 clusters Score -1493737 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1493895.375000 Penalty: 3149.003418
	Iteration 31Q: 3 clusters Score -1493895 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1494021.250000 Penalty: 3149.003418
	Iteration 32Q: 3 clusters Score -1494021 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1494118.250000 Penalty: 3149.003418
	Iteration 33Q: 3 clusters Score -1494118 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1494199.250000 Penalty: 3149.003418
	Iteration 34Q: 3 clusters Score -1494199 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1494278.125000 Penalty: 3149.003418
	Iteration 35Q: 3 clusters Score -1494278 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1494333.625000 Penalty: 3149.003418
	Iteration 36Q: 3 clusters Score -1494334 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1494376.375000 Penalty: 3149.003418
	Iteration 37Q: 3 clusters Score -1494376 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1494416.875000 Penalty: 3149.003418
	Iteration 38Q: 3 clusters Score -1494417 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1494448.500000 Penalty: 3149.003418
	Iteration 39Q: 3 clusters Score -1494448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1494485.250000 Penalty: 3149.003418
	Iteration 40F: 3 clusters Score -1494485 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1494511.375000 Penalty: 3149.003418
	Iteration 41Q: 3 clusters Score -1494511 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1494536.250000 Penalty: 3149.003418
	Iteration 42Q: 3 clusters Score -1494536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1494557.250000 Penalty: 3149.003418
	Iteration 43Q: 3 clusters Score -1494557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1494579.375000 Penalty: 3149.003418
	Iteration 44Q: 3 clusters Score -1494579 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1494593.375000 Penalty: 3149.003418
	Iteration 45Q: 3 clusters Score -1494593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1494612.750000 Penalty: 3149.003418
	Iteration 46Q: 3 clusters Score -1494613 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1494633.125000 Penalty: 3149.003418
	Iteration 47Q: 3 clusters Score -1494633 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1494643.000000 Penalty: 3149.003418
	Iteration 48Q: 3 clusters Score -1494643 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1494666.125000 Penalty: 3149.003418
	Iteration 49Q: 3 clusters Score -1494666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1494679.875000 Penalty: 3149.003418
	Iteration 50Q: 3 clusters Score -1494680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1494692.625000 Penalty: 3149.003418
	Iteration 51Q: 3 clusters Score -1494693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1494701.750000 Penalty: 3149.003418
	Iteration 52Q: 3 clusters Score -1494702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1494704.625000 Penalty: 3149.003418
	Iteration 53Q: 3 clusters Score -1494705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1494716.000000 Penalty: 3149.003418
	Iteration 54Q: 3 clusters Score -1494716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1494723.625000 Penalty: 3149.003418
	Iteration 55Q: 3 clusters Score -1494724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1494734.250000 Penalty: 3149.003418
	Iteration 56Q: 3 clusters Score -1494734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1494744.250000 Penalty: 3149.003418
	Iteration 57Q: 3 clusters Score -1494744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1494753.250000 Penalty: 3149.003418
	Iteration 58Q: 3 clusters Score -1494753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1494758.125000 Penalty: 3149.003418
	Iteration 59Q: 3 clusters Score -1494758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1494765.625000 Penalty: 3149.003418
	Iteration 60F: 3 clusters Score -1494766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1494774.750000 Penalty: 3149.003418
	Iteration 61Q: 3 clusters Score -1494775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1494779.875000 Penalty: 3149.003418
	Iteration 62Q: 3 clusters Score -1494780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1494792.625000 Penalty: 3149.003418
	Iteration 63Q: 3 clusters Score -1494793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1494800.250000 Penalty: 3149.003418
	Iteration 64Q: 3 clusters Score -1494800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1494809.375000 Penalty: 3149.003418
	Iteration 65Q: 3 clusters Score -1494809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1494816.000000 Penalty: 3149.003418
	Iteration 66Q: 3 clusters Score -1494816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1494828.125000 Penalty: 3149.003418
	Iteration 67Q: 3 clusters Score -1494828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1494836.125000 Penalty: 3149.003418
	Iteration 68Q: 3 clusters Score -1494836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1494842.750000 Penalty: 3149.003418
	Iteration 69Q: 3 clusters Score -1494843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1494846.875000 Penalty: 3149.003418
	Iteration 70Q: 3 clusters Score -1494847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1494851.375000 Penalty: 3149.003418
	Iteration 71Q: 3 clusters Score -1494851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1494861.250000 Penalty: 3149.003418
	Iteration 72Q: 3 clusters Score -1494861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1494869.500000 Penalty: 3149.003418
	Iteration 73Q: 3 clusters Score -1494870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1494880.250000 Penalty: 3149.003418
	Iteration 74Q: 3 clusters Score -1494880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1494885.750000 Penalty: 3149.003418
	Iteration 75Q: 3 clusters Score -1494886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1494891.875000 Penalty: 3149.003418
	Iteration 76Q: 3 clusters Score -1494892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1494900.000000 Penalty: 3149.003418
	Iteration 77Q: 3 clusters Score -1494900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1494907.375000 Penalty: 3149.003418
	Iteration 78Q: 3 clusters Score -1494907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1494910.125000 Penalty: 3149.003418
	Iteration 79Q: 3 clusters Score -1494910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1494916.250000 Penalty: 3149.003418
	Iteration 80F: 3 clusters Score -1494916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1494917.875000 Penalty: 3149.003418
	Iteration 81Q: 3 clusters Score -1494918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1494921.875000 Penalty: 3149.003418
	Iteration 82Q: 3 clusters Score -1494922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1494924.875000 Penalty: 3149.003418
	Iteration 83Q: 3 clusters Score -1494925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1494927.750000 Penalty: 3149.003418
	Iteration 84Q: 3 clusters Score -1494928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1494932.000000 Penalty: 3149.003418
	Iteration 85Q: 3 clusters Score -1494932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1494944.625000 Penalty: 3149.003418
	Iteration 86Q: 3 clusters Score -1494945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1494943.875000 Penalty: 3149.003418
	Iteration 87Q: 3 clusters Score -1494944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1494946.750000 Penalty: 3149.003418
	Iteration 88Q: 3 clusters Score -1494947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1494948.375000 Penalty: 3149.003418
	Iteration 89Q: 3 clusters Score -1494948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1494949.375000 Penalty: 3149.003418
	Iteration 90Q: 3 clusters Score -1494949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1494951.000000 Penalty: 3149.003418
	Iteration 91Q: 3 clusters Score -1494951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1494952.625000 Penalty: 3149.003418
	Iteration 92Q: 3 clusters Score -1494953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1494958.000000 Penalty: 3149.003418
	Iteration 93Q: 3 clusters Score -1494958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1494955.250000 Penalty: 3149.003418
	Iteration 94Q: 3 clusters Score -1494955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1494955.750000 Penalty: 3149.003418
	Iteration 95Q: 3 clusters Score -1494956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1494955.250000 Penalty: 3149.003418
	Iteration 96Q: 3 clusters Score -1494955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1494958.250000 Penalty: 3149.003418
	Iteration 97Q: 3 clusters Score -1494958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1494957.875000 Penalty: 3149.003418
	Iteration 98Q: 3 clusters Score -1494958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1494957.875000 Penalty: 3149.003418
	Iteration 99F: 3 clusters Score -1494958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -95988.765625 Penalty: 1128.100464
	Iteration 0F: 2 clusters Score -95988.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -94564.304688 Penalty: 2256.200928
	Iteration 0F: 3 clusters Score -94564.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -94787.054688 Penalty: 2256.200928
	Iteration 1F: 3 clusters Score -94787.05 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -94848.343750 Penalty: 2256.200928
	Iteration 2F: 3 clusters Score -94848.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -94883.039062 Penalty: 2256.200928
	Iteration 3Q: 3 clusters Score -94883.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94902.101562 Penalty: 2256.200928
	Iteration 4Q: 3 clusters Score -94902.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -94904.664062 Penalty: 2256.200928
	Iteration 5Q: 3 clusters Score -94904.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -94907.945312 Penalty: 2256.200928
	Iteration 6Q: 3 clusters Score -94907.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -94912.273438 Penalty: 2256.200928
	Iteration 7Q: 3 clusters Score -94912.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -94920.398438 Penalty: 2256.200928
	Iteration 8Q: 3 clusters Score -94920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -94924.773438 Penalty: 2256.200928
	Iteration 9Q: 3 clusters Score -94924.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -94927.929688 Penalty: 2256.200928
	Iteration 10Q: 3 clusters Score -94927.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -94929.617188 Penalty: 2256.200928
	Iteration 11Q: 3 clusters Score -94929.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -94930.804688 Penalty: 2256.200928
	Iteration 12Q: 3 clusters Score -94930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -94931.195312 Penalty: 2256.200928
	Iteration 13Q: 3 clusters Score -94931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -94931.195312 Penalty: 2256.200928
	Iteration 14F: 3 clusters Score -94931.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -183098.000000 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -183098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -180935.234375 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -180935.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -181387.890625 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -181387.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -181510.421875 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -181510.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -181572.562500 Penalty: 2484.443115
	Iteration 3F: 3 clusters Score -181572.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -181612.296875 Penalty: 2484.443115
	Iteration 4Q: 3 clusters Score -181612.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -181637.312500 Penalty: 2484.443115
	Iteration 5Q: 3 clusters Score -181637.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -181651.296875 Penalty: 2484.443115
	Iteration 6Q: 3 clusters Score -181651.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -181659.578125 Penalty: 2484.443115
	Iteration 7Q: 3 clusters Score -181659.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -181664.609375 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -181664.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -181669.375000 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -181669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -181671.906250 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -181671.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -181675.875000 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -181675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -181678.312500 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -181678.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -181681.578125 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -181681.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -181685.890625 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -181685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -181688.187500 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -181688.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -181692.187500 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -181692.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -181696.484375 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -181696.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -181699.343750 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -181699.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -181701.078125 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -181701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -181702.546875 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -181702.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -181703.640625 Penalty: 2484.443115
	Iteration 21Q: 3 clusters Score -181703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -181705.484375 Penalty: 2484.443115
	Iteration 22Q: 3 clusters Score -181705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -181706.703125 Penalty: 2484.443115
	Iteration 23Q: 3 clusters Score -181706.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -181708.984375 Penalty: 2484.443115
	Iteration 24Q: 3 clusters Score -181709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -181709.531250 Penalty: 2484.443115
	Iteration 25Q: 3 clusters Score -181709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -181710.234375 Penalty: 2484.443115
	Iteration 26Q: 3 clusters Score -181710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -181710.750000 Penalty: 2484.443115
	Iteration 27Q: 3 clusters Score -181710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -181711.171875 Penalty: 2484.443115
	Iteration 28Q: 3 clusters Score -181711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -181711.703125 Penalty: 2484.443115
	Iteration 29Q: 3 clusters Score -181711.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -181712.421875 Penalty: 2484.443115
	Iteration 30Q: 3 clusters Score -181712.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -181712.421875 Penalty: 2484.443115
	Iteration 31F: 3 clusters Score -181712.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (85843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85843 members 
Entering Unmasked Estep 
Score: -7875970.000000 Penalty: 1846.044678
	Iteration 0F: 2 clusters Score -7875970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -7818654.000000 Penalty: 3692.089355
	Iteration 0F: 3 clusters Score -7818654 nChanged 40894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -7842039.000000 Penalty: 3692.089355
	Iteration 1F: 3 clusters Score -7842039 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -7842444.000000 Penalty: 3692.089355
	Iteration 2Q: 3 clusters Score -7842444 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -7842900.000000 Penalty: 3692.089355
	Iteration 3Q: 3 clusters Score -7842900 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -7843333.500000 Penalty: 3692.089355
	Iteration 4Q: 3 clusters Score -7843334 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -7843837.500000 Penalty: 3692.089355
	Iteration 5Q: 3 clusters Score -7843838 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -7844352.500000 Penalty: 3692.089355
	Iteration 6Q: 3 clusters Score -7844352 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -7845146.000000 Penalty: 3692.089355
	Iteration 7Q: 3 clusters Score -7845146 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -7846246.500000 Penalty: 3692.089355
	Iteration 8Q: 3 clusters Score -7846246 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -7848138.500000 Penalty: 3692.089355
	Iteration 9Q: 3 clusters Score -7848138 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -7851149.000000 Penalty: 3692.089355
	Iteration 10F: 3 clusters Score -7851149 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -7855673.000000 Penalty: 3692.089355
	Iteration 11F: 3 clusters Score -7855673 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -7861120.500000 Penalty: 3692.089355
	Iteration 12F: 3 clusters Score -7861120 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75993 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -7866322.500000 Penalty: 3692.089355
	Iteration 13F: 3 clusters Score -7866322 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -7870056.000000 Penalty: 3692.089355
	Iteration 14Q: 3 clusters Score -7870056 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82557 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -7872372.000000 Penalty: 3692.089355
	Iteration 15Q: 3 clusters Score -7872372 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83761 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7873450.500000 Penalty: 3692.089355
	Iteration 16Q: 3 clusters Score -7873450 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7873982.500000 Penalty: 3692.089355
	Iteration 17Q: 3 clusters Score -7873982 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7874303.000000 Penalty: 3692.089355
	Iteration 18Q: 3 clusters Score -7874303 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7874500.500000 Penalty: 3692.089355
	Iteration 19Q: 3 clusters Score -7874500 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7874596.000000 Penalty: 3692.089355
	Iteration 20F: 3 clusters Score -7874596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7874655.500000 Penalty: 3692.089355
	Iteration 21Q: 3 clusters Score -7874656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85008 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7874686.500000 Penalty: 3692.089355
	Iteration 22Q: 3 clusters Score -7874686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7874684.500000 Penalty: 3692.089355
	Iteration 23Q: 3 clusters Score -7874684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85036 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7874681.000000 Penalty: 3692.089355
	Iteration 24Q: 3 clusters Score -7874681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85043 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7874688.000000 Penalty: 3692.089355
	Iteration 25Q: 3 clusters Score -7874688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7874688.500000 Penalty: 3692.089355
	Iteration 26Q: 3 clusters Score -7874688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7874692.500000 Penalty: 3692.089355
	Iteration 27Q: 3 clusters Score -7874692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7874699.000000 Penalty: 3692.089355
	Iteration 28Q: 3 clusters Score -7874699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7874705.000000 Penalty: 3692.089355
	Iteration 29Q: 3 clusters Score -7874705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7874708.000000 Penalty: 3692.089355
	Iteration 30Q: 3 clusters Score -7874708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7874712.000000 Penalty: 3692.089355
	Iteration 31Q: 3 clusters Score -7874712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7874707.500000 Penalty: 3692.089355
	Iteration 32Q: 3 clusters Score -7874708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7874712.000000 Penalty: 3692.089355
	Iteration 33Q: 3 clusters Score -7874712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85062 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7874714.500000 Penalty: 3692.089355
	Iteration 34Q: 3 clusters Score -7874714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85062 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7874714.500000 Penalty: 3692.089355
	Iteration 35F: 3 clusters Score -7874714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (206901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206901 members 
Entering Unmasked Estep 
Score: -18925404.000000 Penalty: 1988.999390
	Iteration 0F: 2 clusters Score -1.89254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103593 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -18788056.000000 Penalty: 3977.998779
	Iteration 0F: 3 clusters Score -1.878806e+07 nChanged 100298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104219 members 
Mstep: Class 2 contains 102682 members 
Entering Unmasked Estep 
Score: -18847388.000000 Penalty: 3977.998779
	Iteration 1F: 3 clusters Score -1.884739e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104397 members 
Mstep: Class 2 contains 102504 members 
Entering Unmasked Estep 
Score: -18848738.000000 Penalty: 3977.998779
	Iteration 2Q: 3 clusters Score -1.884874e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104561 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -18850660.000000 Penalty: 3977.998779
	Iteration 3Q: 3 clusters Score -1.885066e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104732 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -18853596.000000 Penalty: 3977.998779
	Iteration 4Q: 3 clusters Score -1.88536e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104932 members 
Mstep: Class 2 contains 101969 members 
Entering Unmasked Estep 
Score: -18857658.000000 Penalty: 3977.998779
	Iteration 5Q: 3 clusters Score -1.885766e+07 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -18862218.000000 Penalty: 3977.998779
	Iteration 6F: 3 clusters Score -1.886222e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105556 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -18866792.000000 Penalty: 3977.998779
	Iteration 7F: 3 clusters Score -1.886679e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106293 members 
Mstep: Class 2 contains 100608 members 
Entering Unmasked Estep 
Score: -18870944.000000 Penalty: 3977.998779
	Iteration 8Q: 3 clusters Score -1.887094e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 99213 members 
Entering Unmasked Estep 
Score: -18874204.000000 Penalty: 3977.998779
	Iteration 9Q: 3 clusters Score -1.88742e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -18876782.000000 Penalty: 3977.998779
	Iteration 10Q: 3 clusters Score -1.887678e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 93985 members 
Entering Unmasked Estep 
Score: -18878860.000000 Penalty: 3977.998779
	Iteration 11Q: 3 clusters Score -1.887886e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116918 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -18880646.000000 Penalty: 3977.998779
	Iteration 12Q: 3 clusters Score -1.888065e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121986 members 
Mstep: Class 2 contains 84915 members 
Entering Unmasked Estep 
Score: -18882522.000000 Penalty: 3977.998779
	Iteration 13Q: 3 clusters Score -1.888252e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128228 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -18884878.000000 Penalty: 3977.998779
	Iteration 14Q: 3 clusters Score -1.888488e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135828 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -18888002.000000 Penalty: 3977.998779
	Iteration 15Q: 3 clusters Score -1.8888e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144624 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -18891772.000000 Penalty: 3977.998779
	Iteration 16Q: 3 clusters Score -1.889177e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154289 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -18896338.000000 Penalty: 3977.998779
	Iteration 17Q: 3 clusters Score -1.889634e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164291 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -18901430.000000 Penalty: 3977.998779
	Iteration 18Q: 3 clusters Score -1.890143e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174016 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -18906594.000000 Penalty: 3977.998779
	Iteration 19Q: 3 clusters Score -1.890659e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182646 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -18911464.000000 Penalty: 3977.998779
	Iteration 20F: 3 clusters Score -1.891146e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189666 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -18915494.000000 Penalty: 3977.998779
	Iteration 21Q: 3 clusters Score -1.891549e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194783 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -18918310.000000 Penalty: 3977.998779
	Iteration 22Q: 3 clusters Score -1.891831e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198365 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -18920340.000000 Penalty: 3977.998779
	Iteration 23Q: 3 clusters Score -1.892034e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200751 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -18921548.000000 Penalty: 3977.998779
	Iteration 24Q: 3 clusters Score -1.892155e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202301 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -18922268.000000 Penalty: 3977.998779
	Iteration 25Q: 3 clusters Score -1.892227e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203339 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -18922774.000000 Penalty: 3977.998779
	Iteration 26Q: 3 clusters Score -1.892277e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204005 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -18923052.000000 Penalty: 3977.998779
	Iteration 27Q: 3 clusters Score -1.892305e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204437 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -18923232.000000 Penalty: 3977.998779
	Iteration 28Q: 3 clusters Score -1.892323e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204763 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -18923402.000000 Penalty: 3977.998779
	Iteration 29Q: 3 clusters Score -1.89234e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204982 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -18923486.000000 Penalty: 3977.998779
	Iteration 30Q: 3 clusters Score -1.892349e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205160 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -18923572.000000 Penalty: 3977.998779
	Iteration 31Q: 3 clusters Score -1.892357e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205301 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -18923634.000000 Penalty: 3977.998779
	Iteration 32Q: 3 clusters Score -1.892363e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205392 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -18923666.000000 Penalty: 3977.998779
	Iteration 33Q: 3 clusters Score -1.892367e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205461 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -18923676.000000 Penalty: 3977.998779
	Iteration 34Q: 3 clusters Score -1.892368e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205532 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -18923686.000000 Penalty: 3977.998779
	Iteration 35Q: 3 clusters Score -1.892369e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205576 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -18923710.000000 Penalty: 3977.998779
	Iteration 36Q: 3 clusters Score -1.892371e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205608 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18923742.000000 Penalty: 3977.998779
	Iteration 37Q: 3 clusters Score -1.892374e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205646 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -18923748.000000 Penalty: 3977.998779
	Iteration 38Q: 3 clusters Score -1.892375e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205674 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -18923788.000000 Penalty: 3977.998779
	Iteration 39Q: 3 clusters Score -1.892379e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205700 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -18923804.000000 Penalty: 3977.998779
	Iteration 40F: 3 clusters Score -1.89238e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205725 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -18923790.000000 Penalty: 3977.998779
	Iteration 41Q: 3 clusters Score -1.892379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205741 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -18923800.000000 Penalty: 3977.998779
	Iteration 42Q: 3 clusters Score -1.89238e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205757 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -18923800.000000 Penalty: 3977.998779
	Iteration 43Q: 3 clusters Score -1.89238e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205765 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -18923812.000000 Penalty: 3977.998779
	Iteration 44Q: 3 clusters Score -1.892381e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205780 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -18923790.000000 Penalty: 3977.998779
	Iteration 45Q: 3 clusters Score -1.892379e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205800 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -18923792.000000 Penalty: 3977.998779
	Iteration 46Q: 3 clusters Score -1.892379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205814 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -18923794.000000 Penalty: 3977.998779
	Iteration 47Q: 3 clusters Score -1.892379e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205831 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -18923808.000000 Penalty: 3977.998779
	Iteration 48Q: 3 clusters Score -1.892381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205842 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -18923814.000000 Penalty: 3977.998779
	Iteration 49Q: 3 clusters Score -1.892381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205851 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -18923820.000000 Penalty: 3977.998779
	Iteration 50Q: 3 clusters Score -1.892382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205865 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -18923822.000000 Penalty: 3977.998779
	Iteration 51Q: 3 clusters Score -1.892382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205875 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -18923828.000000 Penalty: 3977.998779
	Iteration 52Q: 3 clusters Score -1.892383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205888 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -18923838.000000 Penalty: 3977.998779
	Iteration 53Q: 3 clusters Score -1.892384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205894 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -18923844.000000 Penalty: 3977.998779
	Iteration 54Q: 3 clusters Score -1.892384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205904 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -18923850.000000 Penalty: 3977.998779
	Iteration 55Q: 3 clusters Score -1.892385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205909 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -18923856.000000 Penalty: 3977.998779
	Iteration 56Q: 3 clusters Score -1.892386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205914 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -18923856.000000 Penalty: 3977.998779
	Iteration 57Q: 3 clusters Score -1.892386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205919 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -18923866.000000 Penalty: 3977.998779
	Iteration 58Q: 3 clusters Score -1.892387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205922 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -18923874.000000 Penalty: 3977.998779
	Iteration 59Q: 3 clusters Score -1.892387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205926 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -18923874.000000 Penalty: 3977.998779
	Iteration 60F: 3 clusters Score -1.892387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205926 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -18923876.000000 Penalty: 3977.998779
	Iteration 61Q: 3 clusters Score -1.892388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205927 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -18923878.000000 Penalty: 3977.998779
	Iteration 62Q: 3 clusters Score -1.892388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205927 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -18923886.000000 Penalty: 3977.998779
	Iteration 63Q: 3 clusters Score -1.892389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205931 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -18923878.000000 Penalty: 3977.998779
	Iteration 64Q: 3 clusters Score -1.892388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205937 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -18923886.000000 Penalty: 3977.998779
	Iteration 65Q: 3 clusters Score -1.892389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205942 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -18923882.000000 Penalty: 3977.998779
	Iteration 66Q: 3 clusters Score -1.892388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205945 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -18923884.000000 Penalty: 3977.998779
	Iteration 67Q: 3 clusters Score -1.892388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205951 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -18923892.000000 Penalty: 3977.998779
	Iteration 68Q: 3 clusters Score -1.892389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205950 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -18923888.000000 Penalty: 3977.998779
	Iteration 69Q: 3 clusters Score -1.892389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205950 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -18923886.000000 Penalty: 3977.998779
	Iteration 70Q: 3 clusters Score -1.892389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205950 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -18923886.000000 Penalty: 3977.998779
	Iteration 71F: 3 clusters Score -1.892389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Entering Unmasked Estep 
Score: -575292.250000 Penalty: 1427.525879
	Iteration 0F: 2 clusters Score -575292.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -570353.812500 Penalty: 2855.051758
	Iteration 0F: 3 clusters Score -570353.8 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -571816.187500 Penalty: 2855.051758
	Iteration 1F: 3 clusters Score -571816.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -572094.937500 Penalty: 2855.051758
	Iteration 2F: 3 clusters Score -572094.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -572352.937500 Penalty: 2855.051758
	Iteration 3F: 3 clusters Score -572352.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -572604.812500 Penalty: 2855.051758
	Iteration 4F: 3 clusters Score -572604.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -572810.625000 Penalty: 2855.051758
	Iteration 5Q: 3 clusters Score -572810.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -573026.062500 Penalty: 2855.051758
	Iteration 6Q: 3 clusters Score -573026.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -573190.000000 Penalty: 2855.051758
	Iteration 7Q: 3 clusters Score -573190 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -573323.687500 Penalty: 2855.051758
	Iteration 8Q: 3 clusters Score -573323.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -573452.687500 Penalty: 2855.051758
	Iteration 9Q: 3 clusters Score -573452.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -573565.187500 Penalty: 2855.051758
	Iteration 10Q: 3 clusters Score -573565.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -573650.875000 Penalty: 2855.051758
	Iteration 11Q: 3 clusters Score -573650.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -573754.750000 Penalty: 2855.051758
	Iteration 12Q: 3 clusters Score -573754.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -573844.625000 Penalty: 2855.051758
	Iteration 13Q: 3 clusters Score -573844.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -573913.750000 Penalty: 2855.051758
	Iteration 14Q: 3 clusters Score -573913.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -573973.562500 Penalty: 2855.051758
	Iteration 15Q: 3 clusters Score -573973.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -574016.500000 Penalty: 2855.051758
	Iteration 16Q: 3 clusters Score -574016.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -574055.375000 Penalty: 2855.051758
	Iteration 17Q: 3 clusters Score -574055.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -574086.500000 Penalty: 2855.051758
	Iteration 18Q: 3 clusters Score -574086.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -574108.000000 Penalty: 2855.051758
	Iteration 19Q: 3 clusters Score -574108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -574126.750000 Penalty: 2855.051758
	Iteration 20F: 3 clusters Score -574126.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -574139.250000 Penalty: 2855.051758
	Iteration 21Q: 3 clusters Score -574139.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -574152.500000 Penalty: 2855.051758
	Iteration 22Q: 3 clusters Score -574152.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -574165.437500 Penalty: 2855.051758
	Iteration 23Q: 3 clusters Score -574165.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -574179.937500 Penalty: 2855.051758
	Iteration 24Q: 3 clusters Score -574179.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -574192.812500 Penalty: 2855.051758
	Iteration 25Q: 3 clusters Score -574192.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -574202.562500 Penalty: 2855.051758
	Iteration 26Q: 3 clusters Score -574202.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -574217.562500 Penalty: 2855.051758
	Iteration 27Q: 3 clusters Score -574217.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -574236.062500 Penalty: 2855.051758
	Iteration 28Q: 3 clusters Score -574236.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -574248.937500 Penalty: 2855.051758
	Iteration 29Q: 3 clusters Score -574248.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -574262.187500 Penalty: 2855.051758
	Iteration 30Q: 3 clusters Score -574262.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -574276.187500 Penalty: 2855.051758
	Iteration 31Q: 3 clusters Score -574276.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -574284.375000 Penalty: 2855.051758
	Iteration 32Q: 3 clusters Score -574284.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -574291.687500 Penalty: 2855.051758
	Iteration 33Q: 3 clusters Score -574291.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -574296.562500 Penalty: 2855.051758
	Iteration 34Q: 3 clusters Score -574296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -574302.375000 Penalty: 2855.051758
	Iteration 35Q: 3 clusters Score -574302.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -574304.625000 Penalty: 2855.051758
	Iteration 36Q: 3 clusters Score -574304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -574307.000000 Penalty: 2855.051758
	Iteration 37Q: 3 clusters Score -574307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -574309.375000 Penalty: 2855.051758
	Iteration 38Q: 3 clusters Score -574309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -574309.937500 Penalty: 2855.051758
	Iteration 39Q: 3 clusters Score -574309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -574309.937500 Penalty: 2855.051758
	Iteration 40F: 3 clusters Score -574309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -128719.562500 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -128719.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -126997.632812 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -126997.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -127290.843750 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -127290.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -127367.539062 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -127367.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -127409.523438 Penalty: 2352.277832
	Iteration 3Q: 3 clusters Score -127409.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -127433.906250 Penalty: 2352.277832
	Iteration 4Q: 3 clusters Score -127433.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -127454.523438 Penalty: 2352.277832
	Iteration 5Q: 3 clusters Score -127454.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -127466.289062 Penalty: 2352.277832
	Iteration 6Q: 3 clusters Score -127466.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -127478.421875 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -127478.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -127493.625000 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -127493.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -127504.117188 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -127504.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127513.828125 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -127513.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127518.414062 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -127518.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -127521.273438 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -127521.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -127521.937500 Penalty: 2352.277832
	Iteration 13Q: 3 clusters Score -127521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127522.867188 Penalty: 2352.277832
	Iteration 14Q: 3 clusters Score -127522.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127523.101562 Penalty: 2352.277832
	Iteration 15Q: 3 clusters Score -127523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127524.257812 Penalty: 2352.277832
	Iteration 16Q: 3 clusters Score -127524.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -127528.070312 Penalty: 2352.277832
	Iteration 17Q: 3 clusters Score -127528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -127529.593750 Penalty: 2352.277832
	Iteration 18Q: 3 clusters Score -127529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -127530.554688 Penalty: 2352.277832
	Iteration 19Q: 3 clusters Score -127530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -127530.554688 Penalty: 2352.277832
	Iteration 20F: 3 clusters Score -127530.6 nChanged 0
--- Evaluating fit on full set of 1782525 points ---
Entering Unmasked Estep 
Score: -159208144.000000 Penalty: 58473.761719
24->26 Clusters: Score -159208144.000000, best is -161493104.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 594175 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 24975 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 24877 members 
Mstep: Class 5 contains 24672 members 
Mstep: Class 6 contains 24769 members 
Mstep: Class 7 contains 24530 members 
Mstep: Class 8 contains 24679 members 
Mstep: Class 9 contains 24792 members 
Mstep: Class 10 contains 24874 members 
Mstep: Class 11 contains 24734 members 
Mstep: Class 12 contains 24780 members 
Mstep: Class 13 contains 24687 members 
Mstep: Class 14 contains 24635 members 
Mstep: Class 15 contains 24978 members 
Mstep: Class 16 contains 24672 members 
Mstep: Class 17 contains 24801 members 
Mstep: Class 18 contains 24809 members 
Mstep: Class 19 contains 24854 members 
Mstep: Class 20 contains 24898 members 
Mstep: Class 21 contains 24449 members 
Mstep: Class 22 contains 24700 members 
Mstep: Class 23 contains 24576 members 
Mstep: Class 24 contains 24771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 546.114014 but Gain 2160.425781
Score: -50781332.000000 Penalty: 49689.800781
Iteration 0F: 24 clusters Score -5.078133e+07 nChanged 564959
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 24775 members 
Mstep: Class 3 contains 32518 members 
Mstep: Class 4 contains 13088 members 
Mstep: Class 5 contains 13511 members 
Mstep: Class 6 contains 26493 members 
Mstep: Class 7 contains 13534 members 
Mstep: Class 8 contains 28142 members 
Mstep: Class 9 contains 16972 members 
Mstep: Class 10 contains 25725 members 
Mstep: Class 11 contains 24432 members 
Mstep: Class 12 contains 21619 members 
Mstep: Class 13 contains 70180 members 
Mstep: Class 14 contains 22720 members 
Mstep: Class 15 contains 37420 members 
Mstep: Class 16 contains 21954 members 
Mstep: Class 17 contains 20369 members 
Mstep: Class 18 contains 45849 members 
Mstep: Class 19 contains 23062 members 
Mstep: Class 20 contains 25218 members 
Mstep: Class 21 contains 15913 members 
Mstep: Class 22 contains 21068 members 
Mstep: Class 24 contains 24200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52366368.000000 Penalty: 49689.800781
Iteration 1F: 24 clusters Score -5.236637e+07 nChanged 214305
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 21684 members 
Mstep: Class 3 contains 29726 members 
Mstep: Class 4 contains 8136 members 
Mstep: Class 5 contains 11645 members 
Mstep: Class 6 contains 26470 members 
Mstep: Class 7 contains 12166 members 
Mstep: Class 8 contains 23770 members 
Mstep: Class 9 contains 15039 members 
Mstep: Class 10 contains 26397 members 
Mstep: Class 11 contains 23493 members 
Mstep: Class 12 contains 15596 members 
Mstep: Class 13 contains 71309 members 
Mstep: Class 14 contains 30028 members 
Mstep: Class 15 contains 39498 members 
Mstep: Class 16 contains 21649 members 
Mstep: Class 17 contains 20406 members 
Mstep: Class 18 contains 80969 members 
Mstep: Class 19 contains 24277 members 
Mstep: Class 20 contains 22912 members 
Mstep: Class 21 contains 10003 members 
Mstep: Class 22 contains 13232 members 
Mstep: Class 24 contains 21718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52848704.000000 Penalty: 49689.800781
Iteration 2F: 24 clusters Score -5.28487e+07 nChanged 170550
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 20937 members 
Mstep: Class 3 contains 19863 members 
Mstep: Class 4 contains 5770 members 
Mstep: Class 5 contains 12120 members 
Mstep: Class 6 contains 38181 members 
Mstep: Class 7 contains 12052 members 
Mstep: Class 8 contains 19159 members 
Mstep: Class 9 contains 15651 members 
Mstep: Class 10 contains 25893 members 
Mstep: Class 11 contains 25198 members 
Mstep: Class 12 contains 12239 members 
Mstep: Class 13 contains 70206 members 
Mstep: Class 14 contains 37774 members 
Mstep: Class 15 contains 34740 members 
Mstep: Class 16 contains 18468 members 
Mstep: Class 17 contains 18868 members 
Mstep: Class 18 contains 105737 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 20 contains 20061 members 
Mstep: Class 21 contains 6866 members 
Mstep: Class 22 contains 8608 members 
Mstep: Class 24 contains 16960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53169880.000000 Penalty: 49689.800781
Iteration 3F: 24 clusters Score -5.316988e+07 nChanged 123936
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 18081 members 
Mstep: Class 3 contains 14567 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 5 contains 13437 members 
Mstep: Class 6 contains 53863 members 
Mstep: Class 7 contains 10332 members 
Mstep: Class 8 contains 19226 members 
Mstep: Class 9 contains 14771 members 
Mstep: Class 10 contains 18715 members 
Mstep: Class 11 contains 24392 members 
Mstep: Class 12 contains 10509 members 
Mstep: Class 13 contains 78416 members 
Mstep: Class 14 contains 41752 members 
Mstep: Class 15 contains 42276 members 
Mstep: Class 16 contains 14488 members 
Mstep: Class 17 contains 14037 members 
Mstep: Class 18 contains 110710 members 
Mstep: Class 19 contains 22955 members 
Mstep: Class 20 contains 21450 members 
Mstep: Class 21 contains 4555 members 
Mstep: Class 22 contains 5388 members 
Mstep: Class 24 contains 14629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53343148.000000 Penalty: 49689.800781
Iteration 4F: 24 clusters Score -5.334315e+07 nChanged 103142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 13197 members 
Mstep: Class 3 contains 12236 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 14837 members 
Mstep: Class 6 contains 68350 members 
Mstep: Class 7 contains 7927 members 
Mstep: Class 8 contains 18382 members 
Mstep: Class 9 contains 12555 members 
Mstep: Class 10 contains 13773 members 
Mstep: Class 11 contains 19909 members 
Mstep: Class 12 contains 7878 members 
Mstep: Class 13 contains 89673 members 
Mstep: Class 14 contains 43196 members 
Mstep: Class 15 contains 56846 members 
Mstep: Class 16 contains 11009 members 
Mstep: Class 17 contains 8958 members 
Mstep: Class 18 contains 111607 members 
Mstep: Class 19 contains 20106 members 
Mstep: Class 20 contains 23310 members 
Mstep: Class 21 contains 2932 members 
Mstep: Class 22 contains 3749 members 
Mstep: Class 24 contains 11290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53473968.000000 Penalty: 49689.800781
Iteration 5F: 24 clusters Score -5.347397e+07 nChanged 87662
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 8032 members 
Mstep: Class 3 contains 10938 members 
Mstep: Class 4 contains 2830 members 
Mstep: Class 5 contains 15830 members 
Mstep: Class 6 contains 80375 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 16075 members 
Mstep: Class 9 contains 10292 members 
Mstep: Class 10 contains 12312 members 
Mstep: Class 11 contains 13742 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 97138 members 
Mstep: Class 14 contains 43086 members 
Mstep: Class 15 contains 74593 members 
Mstep: Class 16 contains 7547 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 112530 members 
Mstep: Class 19 contains 16845 members 
Mstep: Class 20 contains 26459 members 
Mstep: Class 21 contains 1966 members 
Mstep: Class 22 contains 3124 members 
Mstep: Class 24 contains 7470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53568840.000000 Penalty: 49689.800781
Iteration 6F: 24 clusters Score -5.356884e+07 nChanged 72170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 10144 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 16316 members 
Mstep: Class 6 contains 89282 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 13468 members 
Mstep: Class 9 contains 8863 members 
Mstep: Class 10 contains 12584 members 
Mstep: Class 11 contains 7892 members 
Mstep: Class 12 contains 2653 members 
Mstep: Class 13 contains 97795 members 
Mstep: Class 14 contains 41202 members 
Mstep: Class 15 contains 93354 members 
Mstep: Class 16 contains 4790 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 112761 members 
Mstep: Class 19 contains 13758 members 
Mstep: Class 20 contains 31162 members 
Mstep: Class 21 contains 1591 members 
Mstep: Class 22 contains 2929 members 
Mstep: Class 24 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1232.664551 but Gain 2160.429688
Score: -53637828.000000 Penalty: 47529.371094
Iteration 7F: 23 clusters Score -5.363783e+07 nChanged 58699
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1870 members 
Mstep: Class 3 contains 10094 members 
Mstep: Class 4 contains 2878 members 
Mstep: Class 5 contains 16774 members 
Mstep: Class 6 contains 94986 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 11382 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 13053 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 13 contains 93962 members 
Mstep: Class 14 contains 37442 members 
Mstep: Class 15 contains 111822 members 
Mstep: Class 16 contains 2957 members 
Mstep: Class 17 contains 2798 members 
Mstep: Class 18 contains 112654 members 
Mstep: Class 19 contains 11366 members 
Mstep: Class 20 contains 35317 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 2892 members 
Mstep: Class 24 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 809.258179 but Gain 2160.425781
Score: -53691264.000000 Penalty: 45368.945312
Iteration 8F: 22 clusters Score -5.369126e+07 nChanged 44878
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 3 contains 10875 members 
Mstep: Class 4 contains 3036 members 
Mstep: Class 5 contains 16978 members 
Mstep: Class 6 contains 97945 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 10126 members 
Mstep: Class 9 contains 8150 members 
Mstep: Class 10 contains 13114 members 
Mstep: Class 11 contains 1892 members 
Mstep: Class 13 contains 87203 members 
Mstep: Class 14 contains 32574 members 
Mstep: Class 15 contains 128447 members 
Mstep: Class 16 contains 1877 members 
Mstep: Class 17 contains 2549 members 
Mstep: Class 18 contains 112525 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 38026 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 2951 members 
Mstep: Class 24 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 765.111267 but Gain 2160.425781
Score: -53729404.000000 Penalty: 43208.519531
Iteration 9F: 21 clusters Score -5.37294e+07 nChanged 35009
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 3 contains 11999 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 17150 members 
Mstep: Class 6 contains 99172 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 9830 members 
Mstep: Class 9 contains 8140 members 
Mstep: Class 10 contains 12538 members 
Mstep: Class 11 contains 981 members 
Mstep: Class 13 contains 79640 members 
Mstep: Class 14 contains 27360 members 
Mstep: Class 15 contains 143240 members 
Mstep: Class 16 contains 1296 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 112455 members 
Mstep: Class 19 contains 8845 members 
Mstep: Class 20 contains 39903 members 
Mstep: Class 21 contains 1122 members 
Mstep: Class 22 contains 2999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 772.483948 but Gain 2160.425781
Score: -53756260.000000 Penalty: 41048.093750
Iteration 10F: 20 clusters Score -5.375626e+07 nChanged 27725
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 3 contains 13080 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 17244 members 
Mstep: Class 6 contains 98725 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 10142 members 
Mstep: Class 9 contains 8140 members 
Mstep: Class 10 contains 11727 members 
Mstep: Class 13 contains 72746 members 
Mstep: Class 14 contains 22584 members 
Mstep: Class 15 contains 156156 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 112371 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 41395 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 3000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1483.850464 but Gain 2160.425781
Score: -53774740.000000 Penalty: 38887.667969
Iteration 11Q: 19 clusters Score -5.377474e+07 nChanged 22934
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 3 contains 13958 members 
Mstep: Class 4 contains 3638 members 
Mstep: Class 5 contains 17435 members 
Mstep: Class 6 contains 97654 members 
Mstep: Class 8 contains 10698 members 
Mstep: Class 9 contains 8164 members 
Mstep: Class 10 contains 11047 members 
Mstep: Class 13 contains 66528 members 
Mstep: Class 14 contains 18513 members 
Mstep: Class 15 contains 167584 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 112293 members 
Mstep: Class 19 contains 7937 members 
Mstep: Class 20 contains 42701 members 
Mstep: Class 21 contains 940 members 
Mstep: Class 22 contains 3009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1765.194824 but Gain 2160.425781
Score: -53787836.000000 Penalty: 36727.242188
Iteration 12Q: 18 clusters Score -5.378784e+07 nChanged 18318
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 3788 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 96112 members 
Mstep: Class 8 contains 11346 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 13 contains 61097 members 
Mstep: Class 14 contains 15051 members 
Mstep: Class 15 contains 176929 members 
Mstep: Class 17 contains 2313 members 
Mstep: Class 18 contains 112307 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 20 contains 43973 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 22 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53796528.000000 Penalty: 36727.242188
Iteration 13Q: 18 clusters Score -5.379653e+07 nChanged 14429
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 3 contains 15200 members 
Mstep: Class 4 contains 3921 members 
Mstep: Class 5 contains 18010 members 
Mstep: Class 6 contains 93759 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 8366 members 
Mstep: Class 10 contains 9906 members 
Mstep: Class 13 contains 56405 members 
Mstep: Class 14 contains 12261 members 
Mstep: Class 15 contains 184732 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 112376 members 
Mstep: Class 19 contains 7509 members 
Mstep: Class 20 contains 45335 members 
Mstep: Class 21 contains 1031 members 
Mstep: Class 22 contains 2976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53802360.000000 Penalty: 36727.242188
Iteration 14Q: 18 clusters Score -5.380236e+07 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 3 contains 15651 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 18370 members 
Mstep: Class 6 contains 91323 members 
Mstep: Class 8 contains 12432 members 
Mstep: Class 9 contains 8447 members 
Mstep: Class 10 contains 9332 members 
Mstep: Class 13 contains 52252 members 
Mstep: Class 14 contains 10277 members 
Mstep: Class 15 contains 191156 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 112480 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 46828 members 
Mstep: Class 21 contains 1049 members 
Mstep: Class 22 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53806452.000000 Penalty: 36727.242188
Iteration 15Q: 18 clusters Score -5.380645e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 3 contains 16102 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 18746 members 
Mstep: Class 6 contains 88889 members 
Mstep: Class 8 contains 12891 members 
Mstep: Class 9 contains 8520 members 
Mstep: Class 10 contains 8733 members 
Mstep: Class 13 contains 48507 members 
Mstep: Class 14 contains 8808 members 
Mstep: Class 15 contains 196488 members 
Mstep: Class 17 contains 2307 members 
Mstep: Class 18 contains 112595 members 
Mstep: Class 19 contains 7371 members 
Mstep: Class 20 contains 48438 members 
Mstep: Class 21 contains 1058 members 
Mstep: Class 22 contains 2913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53809828.000000 Penalty: 36727.242188
Iteration 16Q: 18 clusters Score -5.380983e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 3 contains 16568 members 
Mstep: Class 4 contains 4260 members 
Mstep: Class 5 contains 19093 members 
Mstep: Class 6 contains 86598 members 
Mstep: Class 8 contains 13301 members 
Mstep: Class 9 contains 8641 members 
Mstep: Class 10 contains 8081 members 
Mstep: Class 13 contains 45086 members 
Mstep: Class 14 contains 7898 members 
Mstep: Class 15 contains 200678 members 
Mstep: Class 17 contains 2307 members 
Mstep: Class 18 contains 112756 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 50154 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 2884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53812444.000000 Penalty: 36727.242188
Iteration 17Q: 18 clusters Score -5.381244e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 3 contains 17044 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 5 contains 19358 members 
Mstep: Class 6 contains 84489 members 
Mstep: Class 8 contains 13611 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 7397 members 
Mstep: Class 13 contains 41972 members 
Mstep: Class 14 contains 7239 members 
Mstep: Class 15 contains 204167 members 
Mstep: Class 17 contains 2307 members 
Mstep: Class 18 contains 112937 members 
Mstep: Class 19 contains 7332 members 
Mstep: Class 20 contains 52025 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 2869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53814728.000000 Penalty: 36727.242188
Iteration 18Q: 18 clusters Score -5.381473e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 4451 members 
Mstep: Class 5 contains 19525 members 
Mstep: Class 6 contains 82683 members 
Mstep: Class 8 contains 13892 members 
Mstep: Class 9 contains 8863 members 
Mstep: Class 10 contains 6746 members 
Mstep: Class 13 contains 39119 members 
Mstep: Class 14 contains 6758 members 
Mstep: Class 15 contains 206932 members 
Mstep: Class 17 contains 2307 members 
Mstep: Class 18 contains 113139 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 54023 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53816776.000000 Penalty: 36727.242188
Iteration 19Q: 18 clusters Score -5.381678e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 3 contains 17729 members 
Mstep: Class 4 contains 4558 members 
Mstep: Class 5 contains 19653 members 
Mstep: Class 6 contains 81121 members 
Mstep: Class 8 contains 14102 members 
Mstep: Class 9 contains 8959 members 
Mstep: Class 10 contains 6207 members 
Mstep: Class 13 contains 36261 members 
Mstep: Class 14 contains 6429 members 
Mstep: Class 15 contains 209166 members 
Mstep: Class 17 contains 2308 members 
Mstep: Class 18 contains 113342 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 56277 members 
Mstep: Class 21 contains 1143 members 
Mstep: Class 22 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53818828.000000 Penalty: 36727.242188
Iteration 20F: 18 clusters Score -5.381883e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 3 contains 17899 members 
Mstep: Class 4 contains 4665 members 
Mstep: Class 5 contains 19802 members 
Mstep: Class 6 contains 79749 members 
Mstep: Class 8 contains 14263 members 
Mstep: Class 9 contains 9053 members 
Mstep: Class 10 contains 5866 members 
Mstep: Class 13 contains 33346 members 
Mstep: Class 14 contains 6210 members 
Mstep: Class 15 contains 211078 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 113464 members 
Mstep: Class 19 contains 7365 members 
Mstep: Class 20 contains 58683 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 2790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53820256.000000 Penalty: 36727.242188
Iteration 21Q: 18 clusters Score -5.382026e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 3 contains 17984 members 
Mstep: Class 4 contains 4779 members 
Mstep: Class 5 contains 19933 members 
Mstep: Class 6 contains 78538 members 
Mstep: Class 8 contains 14439 members 
Mstep: Class 9 contains 9146 members 
Mstep: Class 10 contains 5632 members 
Mstep: Class 13 contains 30308 members 
Mstep: Class 14 contains 6011 members 
Mstep: Class 15 contains 212684 members 
Mstep: Class 17 contains 2308 members 
Mstep: Class 18 contains 113587 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 61310 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53821764.000000 Penalty: 36727.242188
Iteration 22Q: 18 clusters Score -5.382176e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 3 contains 18009 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 20062 members 
Mstep: Class 6 contains 77455 members 
Mstep: Class 8 contains 14617 members 
Mstep: Class 9 contains 9196 members 
Mstep: Class 10 contains 5463 members 
Mstep: Class 13 contains 27356 members 
Mstep: Class 14 contains 5861 members 
Mstep: Class 15 contains 214003 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 113685 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 63988 members 
Mstep: Class 21 contains 1209 members 
Mstep: Class 22 contains 2759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53823260.000000 Penalty: 36727.242188
Iteration 23Q: 18 clusters Score -5.382326e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 3 contains 17995 members 
Mstep: Class 4 contains 5016 members 
Mstep: Class 5 contains 20171 members 
Mstep: Class 6 contains 76518 members 
Mstep: Class 8 contains 14769 members 
Mstep: Class 9 contains 9230 members 
Mstep: Class 10 contains 5357 members 
Mstep: Class 13 contains 24448 members 
Mstep: Class 14 contains 5791 members 
Mstep: Class 15 contains 215051 members 
Mstep: Class 17 contains 2312 members 
Mstep: Class 18 contains 113735 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 66729 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 2749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53824692.000000 Penalty: 36727.242188
Iteration 24Q: 18 clusters Score -5.382469e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 3 contains 17988 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 20245 members 
Mstep: Class 6 contains 75729 members 
Mstep: Class 8 contains 14859 members 
Mstep: Class 9 contains 9252 members 
Mstep: Class 10 contains 5288 members 
Mstep: Class 13 contains 21621 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 215919 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 113757 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 69427 members 
Mstep: Class 21 contains 1302 members 
Mstep: Class 22 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53826056.000000 Penalty: 36727.242188
Iteration 25Q: 18 clusters Score -5.382606e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 3 contains 17971 members 
Mstep: Class 4 contains 5288 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 75055 members 
Mstep: Class 8 contains 14930 members 
Mstep: Class 9 contains 9280 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 13 contains 18924 members 
Mstep: Class 14 contains 5744 members 
Mstep: Class 15 contains 216661 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 113784 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 72049 members 
Mstep: Class 21 contains 1348 members 
Mstep: Class 22 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53827608.000000 Penalty: 36727.242188
Iteration 26Q: 18 clusters Score -5.382761e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 3 contains 17943 members 
Mstep: Class 4 contains 5415 members 
Mstep: Class 5 contains 20393 members 
Mstep: Class 6 contains 74455 members 
Mstep: Class 8 contains 15013 members 
Mstep: Class 9 contains 9315 members 
Mstep: Class 10 contains 5187 members 
Mstep: Class 13 contains 16477 members 
Mstep: Class 14 contains 5733 members 
Mstep: Class 15 contains 217273 members 
Mstep: Class 17 contains 2313 members 
Mstep: Class 18 contains 113799 members 
Mstep: Class 19 contains 7373 members 
Mstep: Class 20 contains 74443 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53828840.000000 Penalty: 36727.242188
Iteration 27Q: 18 clusters Score -5.382884e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 3 contains 17910 members 
Mstep: Class 4 contains 5557 members 
Mstep: Class 5 contains 20452 members 
Mstep: Class 6 contains 73932 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 9320 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 5743 members 
Mstep: Class 15 contains 217787 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 113812 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 76513 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53829768.000000 Penalty: 36727.242188
Iteration 28Q: 18 clusters Score -5.382977e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 3 contains 17887 members 
Mstep: Class 4 contains 5683 members 
Mstep: Class 5 contains 20527 members 
Mstep: Class 6 contains 73505 members 
Mstep: Class 8 contains 15161 members 
Mstep: Class 9 contains 9294 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 13 contains 12614 members 
Mstep: Class 14 contains 5763 members 
Mstep: Class 15 contains 218198 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 113819 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 78247 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53830768.000000 Penalty: 36727.242188
Iteration 29Q: 18 clusters Score -5.383077e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 3 contains 17850 members 
Mstep: Class 4 contains 5830 members 
Mstep: Class 5 contains 20563 members 
Mstep: Class 6 contains 73158 members 
Mstep: Class 8 contains 15208 members 
Mstep: Class 9 contains 9262 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 5782 members 
Mstep: Class 15 contains 218557 members 
Mstep: Class 17 contains 2313 members 
Mstep: Class 18 contains 113840 members 
Mstep: Class 19 contains 7372 members 
Mstep: Class 20 contains 79740 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53831360.000000 Penalty: 36727.242188
Iteration 30Q: 18 clusters Score -5.383136e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 3 contains 17845 members 
Mstep: Class 4 contains 5973 members 
Mstep: Class 5 contains 20596 members 
Mstep: Class 6 contains 72840 members 
Mstep: Class 8 contains 15255 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 13 contains 9909 members 
Mstep: Class 14 contains 5811 members 
Mstep: Class 15 contains 218851 members 
Mstep: Class 17 contains 2312 members 
Mstep: Class 18 contains 113857 members 
Mstep: Class 19 contains 7385 members 
Mstep: Class 20 contains 80923 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53832076.000000 Penalty: 36727.242188
Iteration 31Q: 18 clusters Score -5.383208e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 3 contains 17842 members 
Mstep: Class 4 contains 6087 members 
Mstep: Class 5 contains 20657 members 
Mstep: Class 6 contains 72563 members 
Mstep: Class 8 contains 15296 members 
Mstep: Class 9 contains 9208 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 13 contains 8906 members 
Mstep: Class 14 contains 5846 members 
Mstep: Class 15 contains 219075 members 
Mstep: Class 17 contains 2313 members 
Mstep: Class 18 contains 113868 members 
Mstep: Class 19 contains 7397 members 
Mstep: Class 20 contains 81911 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53832464.000000 Penalty: 36727.242188
Iteration 32Q: 18 clusters Score -5.383246e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 3 contains 17832 members 
Mstep: Class 4 contains 6193 members 
Mstep: Class 5 contains 20702 members 
Mstep: Class 6 contains 72323 members 
Mstep: Class 8 contains 15324 members 
Mstep: Class 9 contains 9173 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 5868 members 
Mstep: Class 15 contains 219267 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 113893 members 
Mstep: Class 19 contains 7410 members 
Mstep: Class 20 contains 82695 members 
Mstep: Class 21 contains 1606 members 
Mstep: Class 22 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53832612.000000 Penalty: 36727.242188
Iteration 33Q: 18 clusters Score -5.383261e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 3 contains 17815 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 20739 members 
Mstep: Class 6 contains 72112 members 
Mstep: Class 8 contains 15333 members 
Mstep: Class 9 contains 9148 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 13 contains 7530 members 
Mstep: Class 14 contains 5917 members 
Mstep: Class 15 contains 219425 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 113914 members 
Mstep: Class 19 contains 7409 members 
Mstep: Class 20 contains 83327 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53833012.000000 Penalty: 36727.242188
Iteration 34Q: 18 clusters Score -5.383301e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 3 contains 17799 members 
Mstep: Class 4 contains 6432 members 
Mstep: Class 5 contains 20760 members 
Mstep: Class 6 contains 71915 members 
Mstep: Class 8 contains 15346 members 
Mstep: Class 9 contains 9130 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 13 contains 7067 members 
Mstep: Class 14 contains 5955 members 
Mstep: Class 15 contains 219588 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 113937 members 
Mstep: Class 19 contains 7416 members 
Mstep: Class 20 contains 83792 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53833244.000000 Penalty: 36727.242188
Iteration 35Q: 18 clusters Score -5.383324e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 3 contains 17789 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 20781 members 
Mstep: Class 6 contains 71755 members 
Mstep: Class 8 contains 15350 members 
Mstep: Class 9 contains 9116 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 13 contains 6699 members 
Mstep: Class 14 contains 5971 members 
Mstep: Class 15 contains 219739 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 113954 members 
Mstep: Class 19 contains 7427 members 
Mstep: Class 20 contains 84150 members 
Mstep: Class 21 contains 1666 members 
Mstep: Class 22 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53833412.000000 Penalty: 36727.242188
Iteration 36Q: 18 clusters Score -5.383341e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 3 contains 17772 members 
Mstep: Class 4 contains 6615 members 
Mstep: Class 5 contains 20821 members 
Mstep: Class 6 contains 71648 members 
Mstep: Class 8 contains 15346 members 
Mstep: Class 9 contains 9112 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 5981 members 
Mstep: Class 15 contains 219856 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 113967 members 
Mstep: Class 19 contains 7438 members 
Mstep: Class 20 contains 84394 members 
Mstep: Class 21 contains 1682 members 
Mstep: Class 22 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53833616.000000 Penalty: 36727.242188
Iteration 37Q: 18 clusters Score -5.383362e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 3 contains 17757 members 
Mstep: Class 4 contains 6673 members 
Mstep: Class 5 contains 20860 members 
Mstep: Class 6 contains 71557 members 
Mstep: Class 8 contains 15334 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 13 contains 6245 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 219966 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 113975 members 
Mstep: Class 19 contains 7442 members 
Mstep: Class 20 contains 84587 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53833584.000000 Penalty: 36727.242188
Iteration 38Q: 18 clusters Score -5.383358e+07 nChanged 630
Entering ConstructFrom: 
Score: -53833584.000000 Penalty: 36727.242188
Entering ConstructFrom: 
Trying to split cluster 1 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -243326.421875 Penalty: 1301.197144
	Iteration 0F: 2 clusters Score -243326.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -240588.406250 Penalty: 2602.394287
	Iteration 0F: 3 clusters Score -240588.4 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -241347.593750 Penalty: 2602.394287
	Iteration 1F: 3 clusters Score -241347.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -241504.843750 Penalty: 2602.394287
	Iteration 2F: 3 clusters Score -241504.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -241602.515625 Penalty: 2602.394287
	Iteration 3F: 3 clusters Score -241602.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -241684.406250 Penalty: 2602.394287
	Iteration 4Q: 3 clusters Score -241684.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -241759.843750 Penalty: 2602.394287
	Iteration 5Q: 3 clusters Score -241759.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -241811.625000 Penalty: 2602.394287
	Iteration 6Q: 3 clusters Score -241811.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -241861.812500 Penalty: 2602.394287
	Iteration 7Q: 3 clusters Score -241861.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -241902.859375 Penalty: 2602.394287
	Iteration 8Q: 3 clusters Score -241902.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -241949.250000 Penalty: 2602.394287
	Iteration 9Q: 3 clusters Score -241949.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -241992.765625 Penalty: 2602.394287
	Iteration 10Q: 3 clusters Score -241992.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -242022.859375 Penalty: 2602.394287
	Iteration 11Q: 3 clusters Score -242022.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -242057.968750 Penalty: 2602.394287
	Iteration 12Q: 3 clusters Score -242058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -242088.625000 Penalty: 2602.394287
	Iteration 13Q: 3 clusters Score -242088.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -242116.312500 Penalty: 2602.394287
	Iteration 14Q: 3 clusters Score -242116.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -242134.187500 Penalty: 2602.394287
	Iteration 15Q: 3 clusters Score -242134.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -242149.218750 Penalty: 2602.394287
	Iteration 16Q: 3 clusters Score -242149.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -242163.468750 Penalty: 2602.394287
	Iteration 17Q: 3 clusters Score -242163.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -242175.906250 Penalty: 2602.394287
	Iteration 18Q: 3 clusters Score -242175.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -242187.875000 Penalty: 2602.394287
	Iteration 19Q: 3 clusters Score -242187.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -242201.171875 Penalty: 2602.394287
	Iteration 20F: 3 clusters Score -242201.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -242221.437500 Penalty: 2602.394287
	Iteration 21Q: 3 clusters Score -242221.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -242239.046875 Penalty: 2602.394287
	Iteration 22Q: 3 clusters Score -242239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -242252.812500 Penalty: 2602.394287
	Iteration 23Q: 3 clusters Score -242252.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -242269.578125 Penalty: 2602.394287
	Iteration 24Q: 3 clusters Score -242269.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -242277.312500 Penalty: 2602.394287
	Iteration 25Q: 3 clusters Score -242277.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -242283.937500 Penalty: 2602.394287
	Iteration 26Q: 3 clusters Score -242283.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -242292.953125 Penalty: 2602.394287
	Iteration 27Q: 3 clusters Score -242293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -242302.843750 Penalty: 2602.394287
	Iteration 28Q: 3 clusters Score -242302.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -242317.187500 Penalty: 2602.394287
	Iteration 29Q: 3 clusters Score -242317.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -242333.125000 Penalty: 2602.394287
	Iteration 30Q: 3 clusters Score -242333.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -242344.625000 Penalty: 2602.394287
	Iteration 31Q: 3 clusters Score -242344.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -242354.062500 Penalty: 2602.394287
	Iteration 32Q: 3 clusters Score -242354.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -242358.515625 Penalty: 2602.394287
	Iteration 33Q: 3 clusters Score -242358.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -242362.203125 Penalty: 2602.394287
	Iteration 34Q: 3 clusters Score -242362.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -242366.000000 Penalty: 2602.394287
	Iteration 35Q: 3 clusters Score -242366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -242368.078125 Penalty: 2602.394287
	Iteration 36Q: 3 clusters Score -242368.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -242370.406250 Penalty: 2602.394287
	Iteration 37Q: 3 clusters Score -242370.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -242372.406250 Penalty: 2602.394287
	Iteration 38Q: 3 clusters Score -242372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -242373.218750 Penalty: 2602.394287
	Iteration 39Q: 3 clusters Score -242373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -242374.406250 Penalty: 2602.394287
	Iteration 40F: 3 clusters Score -242374.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -242375.453125 Penalty: 2602.394287
	Iteration 41Q: 3 clusters Score -242375.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -242376.125000 Penalty: 2602.394287
	Iteration 42Q: 3 clusters Score -242376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -242377.046875 Penalty: 2602.394287
	Iteration 43Q: 3 clusters Score -242377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -242377.296875 Penalty: 2602.394287
	Iteration 44Q: 3 clusters Score -242377.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -242378.046875 Penalty: 2602.394287
	Iteration 45Q: 3 clusters Score -242378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -242378.046875 Penalty: 2602.394287
	Iteration 46F: 3 clusters Score -242378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Entering Unmasked Estep 
Score: -1711050.625000 Penalty: 1589.794678
	Iteration 0F: 2 clusters Score -1711051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1698884.875000 Penalty: 3179.589355
	Iteration 0F: 3 clusters Score -1698885 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1703760.250000 Penalty: 3179.589355
	Iteration 1F: 3 clusters Score -1703760 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1704740.250000 Penalty: 3179.589355
	Iteration 2F: 3 clusters Score -1704740 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1706321.125000 Penalty: 3179.589355
	Iteration 3F: 3 clusters Score -1706321 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1708589.125000 Penalty: 3179.589355
	Iteration 4F: 3 clusters Score -1708589 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1710462.375000 Penalty: 3179.589355
	Iteration 5F: 3 clusters Score -1710462 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1711627.125000 Penalty: 3179.589355
	Iteration 6F: 3 clusters Score -1711627 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1712635.250000 Penalty: 3179.589355
	Iteration 7F: 3 clusters Score -1712635 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1713670.500000 Penalty: 3179.589355
	Iteration 8F: 3 clusters Score -1713670 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1714366.375000 Penalty: 3179.589355
	Iteration 9Q: 3 clusters Score -1714366 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1714777.250000 Penalty: 3179.589355
	Iteration 10Q: 3 clusters Score -1714777 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1714981.875000 Penalty: 3179.589355
	Iteration 11Q: 3 clusters Score -1714982 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1715104.375000 Penalty: 3179.589355
	Iteration 12Q: 3 clusters Score -1715104 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1715181.375000 Penalty: 3179.589355
	Iteration 13Q: 3 clusters Score -1715181 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1715212.000000 Penalty: 3179.589355
	Iteration 14Q: 3 clusters Score -1715212 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1715238.500000 Penalty: 3179.589355
	Iteration 15Q: 3 clusters Score -1715238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1715251.125000 Penalty: 3179.589355
	Iteration 16Q: 3 clusters Score -1715251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1715250.625000 Penalty: 3179.589355
	Iteration 17Q: 3 clusters Score -1715251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1715253.750000 Penalty: 3179.589355
	Iteration 18Q: 3 clusters Score -1715254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1715253.375000 Penalty: 3179.589355
	Iteration 19Q: 3 clusters Score -1715253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1715254.000000 Penalty: 3179.589355
	Iteration 20F: 3 clusters Score -1715254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1715255.750000 Penalty: 3179.589355
	Iteration 21Q: 3 clusters Score -1715256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1715254.750000 Penalty: 3179.589355
	Iteration 22Q: 3 clusters Score -1715255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1715254.875000 Penalty: 3179.589355
	Iteration 23Q: 3 clusters Score -1715255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1715255.625000 Penalty: 3179.589355
	Iteration 24Q: 3 clusters Score -1715256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1715256.000000 Penalty: 3179.589355
	Iteration 25Q: 3 clusters Score -1715256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1715256.000000 Penalty: 3179.589355
	Iteration 26F: 3 clusters Score -1715256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 6741 members 
Mstep: Class 5 contains 20898 members 
Mstep: Class 6 contains 71491 members 
Mstep: Class 8 contains 15325 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 4828 members 
Mstep: Class 13 contains 6079 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 220054 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 113989 members 
Mstep: Class 19 contains 7446 members 
Mstep: Class 20 contains 84750 members 
Mstep: Class 21 contains 1728 members 
Mstep: Class 22 contains 2689 members 
Entering Unmasked Estep 
Score: -53837296.000000 Penalty: 38887.667969
Splitting cluster 3 changes total score from -53833584.000000 to -53837296.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (6741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Entering Unmasked Estep 
Score: -599502.812500 Penalty: 1432.594116
	Iteration 0F: 2 clusters Score -599502.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -594439.187500 Penalty: 2865.188232
	Iteration 0F: 3 clusters Score -594439.2 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -596041.812500 Penalty: 2865.188232
	Iteration 1F: 3 clusters Score -596041.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -596408.812500 Penalty: 2865.188232
	Iteration 2F: 3 clusters Score -596408.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -596742.625000 Penalty: 2865.188232
	Iteration 3F: 3 clusters Score -596742.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -597045.812500 Penalty: 2865.188232
	Iteration 4F: 3 clusters Score -597045.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -597306.250000 Penalty: 2865.188232
	Iteration 5F: 3 clusters Score -597306.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -597523.062500 Penalty: 2865.188232
	Iteration 6Q: 3 clusters Score -597523.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -597759.250000 Penalty: 2865.188232
	Iteration 7Q: 3 clusters Score -597759.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -597945.187500 Penalty: 2865.188232
	Iteration 8Q: 3 clusters Score -597945.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -598083.812500 Penalty: 2865.188232
	Iteration 9Q: 3 clusters Score -598083.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -598199.187500 Penalty: 2865.188232
	Iteration 10Q: 3 clusters Score -598199.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -598301.937500 Penalty: 2865.188232
	Iteration 11Q: 3 clusters Score -598301.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -598374.625000 Penalty: 2865.188232
	Iteration 12Q: 3 clusters Score -598374.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -598446.937500 Penalty: 2865.188232
	Iteration 13Q: 3 clusters Score -598446.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -598505.437500 Penalty: 2865.188232
	Iteration 14Q: 3 clusters Score -598505.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -598552.812500 Penalty: 2865.188232
	Iteration 15Q: 3 clusters Score -598552.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -598588.062500 Penalty: 2865.188232
	Iteration 16Q: 3 clusters Score -598588.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -598616.937500 Penalty: 2865.188232
	Iteration 17Q: 3 clusters Score -598616.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -598637.812500 Penalty: 2865.188232
	Iteration 18Q: 3 clusters Score -598637.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -598648.812500 Penalty: 2865.188232
	Iteration 19Q: 3 clusters Score -598648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -598654.750000 Penalty: 2865.188232
	Iteration 20F: 3 clusters Score -598654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -598656.875000 Penalty: 2865.188232
	Iteration 21Q: 3 clusters Score -598656.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -598660.187500 Penalty: 2865.188232
	Iteration 22Q: 3 clusters Score -598660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -598661.625000 Penalty: 2865.188232
	Iteration 23Q: 3 clusters Score -598661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -598662.812500 Penalty: 2865.188232
	Iteration 24Q: 3 clusters Score -598662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -598662.812500 Penalty: 2865.188232
	Iteration 25F: 3 clusters Score -598662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Entering Unmasked Estep 
Score: -1901995.125000 Penalty: 1616.453857
	Iteration 0F: 2 clusters Score -1901995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1887693.750000 Penalty: 3232.907715
	Iteration 0F: 3 clusters Score -1887694 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1893086.750000 Penalty: 3232.907715
	Iteration 1F: 3 clusters Score -1893087 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1893484.125000 Penalty: 3232.907715
	Iteration 2F: 3 clusters Score -1893484 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1893867.375000 Penalty: 3232.907715
	Iteration 3Q: 3 clusters Score -1893867 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1894339.875000 Penalty: 3232.907715
	Iteration 4Q: 3 clusters Score -1894340 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1894884.500000 Penalty: 3232.907715
	Iteration 5Q: 3 clusters Score -1894884 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1895476.875000 Penalty: 3232.907715
	Iteration 6F: 3 clusters Score -1895477 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1896120.000000 Penalty: 3232.907715
	Iteration 7F: 3 clusters Score -1896120 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1896713.500000 Penalty: 3232.907715
	Iteration 8Q: 3 clusters Score -1896714 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1897167.500000 Penalty: 3232.907715
	Iteration 9Q: 3 clusters Score -1897168 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1897469.250000 Penalty: 3232.907715
	Iteration 10Q: 3 clusters Score -1897469 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1897699.125000 Penalty: 3232.907715
	Iteration 11Q: 3 clusters Score -1897699 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1897808.000000 Penalty: 3232.907715
	Iteration 12Q: 3 clusters Score -1897808 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1897896.625000 Penalty: 3232.907715
	Iteration 13Q: 3 clusters Score -1897897 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1897970.500000 Penalty: 3232.907715
	Iteration 14Q: 3 clusters Score -1897970 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1898027.500000 Penalty: 3232.907715
	Iteration 15Q: 3 clusters Score -1898028 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1898079.000000 Penalty: 3232.907715
	Iteration 16Q: 3 clusters Score -1898079 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1898131.125000 Penalty: 3232.907715
	Iteration 17Q: 3 clusters Score -1898131 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1898177.875000 Penalty: 3232.907715
	Iteration 18Q: 3 clusters Score -1898178 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1898214.875000 Penalty: 3232.907715
	Iteration 19Q: 3 clusters Score -1898215 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1898242.875000 Penalty: 3232.907715
	Iteration 20F: 3 clusters Score -1898243 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1898279.250000 Penalty: 3232.907715
	Iteration 21Q: 3 clusters Score -1898279 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1898312.875000 Penalty: 3232.907715
	Iteration 22Q: 3 clusters Score -1898313 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1898352.125000 Penalty: 3232.907715
	Iteration 23Q: 3 clusters Score -1898352 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1898385.875000 Penalty: 3232.907715
	Iteration 24Q: 3 clusters Score -1898386 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1898423.125000 Penalty: 3232.907715
	Iteration 25Q: 3 clusters Score -1898423 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1898458.875000 Penalty: 3232.907715
	Iteration 26Q: 3 clusters Score -1898459 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1898492.125000 Penalty: 3232.907715
	Iteration 27Q: 3 clusters Score -1898492 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1898516.750000 Penalty: 3232.907715
	Iteration 28Q: 3 clusters Score -1898517 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1898560.500000 Penalty: 3232.907715
	Iteration 29Q: 3 clusters Score -1898560 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1898602.875000 Penalty: 3232.907715
	Iteration 30Q: 3 clusters Score -1898603 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1898646.750000 Penalty: 3232.907715
	Iteration 31Q: 3 clusters Score -1898647 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1898696.750000 Penalty: 3232.907715
	Iteration 32Q: 3 clusters Score -1898697 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1898749.000000 Penalty: 3232.907715
	Iteration 33Q: 3 clusters Score -1898749 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1898808.125000 Penalty: 3232.907715
	Iteration 34Q: 3 clusters Score -1898808 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1898885.250000 Penalty: 3232.907715
	Iteration 35Q: 3 clusters Score -1898885 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1898953.500000 Penalty: 3232.907715
	Iteration 36Q: 3 clusters Score -1898954 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1899016.125000 Penalty: 3232.907715
	Iteration 37Q: 3 clusters Score -1899016 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1899100.000000 Penalty: 3232.907715
	Iteration 38Q: 3 clusters Score -1899100 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1899185.750000 Penalty: 3232.907715
	Iteration 39Q: 3 clusters Score -1899186 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1899258.500000 Penalty: 3232.907715
	Iteration 40F: 3 clusters Score -1899258 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1899337.000000 Penalty: 3232.907715
	Iteration 41Q: 3 clusters Score -1899337 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1899420.625000 Penalty: 3232.907715
	Iteration 42Q: 3 clusters Score -1899421 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1899504.500000 Penalty: 3232.907715
	Iteration 43Q: 3 clusters Score -1899504 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1899592.875000 Penalty: 3232.907715
	Iteration 44Q: 3 clusters Score -1899593 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1899670.875000 Penalty: 3232.907715
	Iteration 45Q: 3 clusters Score -1899671 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1899746.375000 Penalty: 3232.907715
	Iteration 46Q: 3 clusters Score -1899746 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1899833.750000 Penalty: 3232.907715
	Iteration 47Q: 3 clusters Score -1899834 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1899905.750000 Penalty: 3232.907715
	Iteration 48Q: 3 clusters Score -1899906 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1899993.250000 Penalty: 3232.907715
	Iteration 49Q: 3 clusters Score -1899993 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1900062.375000 Penalty: 3232.907715
	Iteration 50Q: 3 clusters Score -1900062 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1900134.750000 Penalty: 3232.907715
	Iteration 51Q: 3 clusters Score -1900135 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1900204.375000 Penalty: 3232.907715
	Iteration 52Q: 3 clusters Score -1900204 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1900251.625000 Penalty: 3232.907715
	Iteration 53Q: 3 clusters Score -1900252 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1900301.625000 Penalty: 3232.907715
	Iteration 54Q: 3 clusters Score -1900302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1900347.375000 Penalty: 3232.907715
	Iteration 55Q: 3 clusters Score -1900347 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1900389.625000 Penalty: 3232.907715
	Iteration 56Q: 3 clusters Score -1900390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1900425.125000 Penalty: 3232.907715
	Iteration 57Q: 3 clusters Score -1900425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1900445.625000 Penalty: 3232.907715
	Iteration 58Q: 3 clusters Score -1900446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1900466.750000 Penalty: 3232.907715
	Iteration 59Q: 3 clusters Score -1900467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1900492.000000 Penalty: 3232.907715
	Iteration 60F: 3 clusters Score -1900492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1900503.625000 Penalty: 3232.907715
	Iteration 61Q: 3 clusters Score -1900504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1900514.250000 Penalty: 3232.907715
	Iteration 62Q: 3 clusters Score -1900514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1900530.125000 Penalty: 3232.907715
	Iteration 63Q: 3 clusters Score -1900530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1900535.625000 Penalty: 3232.907715
	Iteration 64Q: 3 clusters Score -1900536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1900541.875000 Penalty: 3232.907715
	Iteration 65Q: 3 clusters Score -1900542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1900554.750000 Penalty: 3232.907715
	Iteration 66Q: 3 clusters Score -1900555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1900562.875000 Penalty: 3232.907715
	Iteration 67Q: 3 clusters Score -1900563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1900570.250000 Penalty: 3232.907715
	Iteration 68Q: 3 clusters Score -1900570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1900580.125000 Penalty: 3232.907715
	Iteration 69Q: 3 clusters Score -1900580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1900583.250000 Penalty: 3232.907715
	Iteration 70Q: 3 clusters Score -1900583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1900591.000000 Penalty: 3232.907715
	Iteration 71Q: 3 clusters Score -1900591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1900594.625000 Penalty: 3232.907715
	Iteration 72Q: 3 clusters Score -1900595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1900594.875000 Penalty: 3232.907715
	Iteration 73Q: 3 clusters Score -1900595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1900598.375000 Penalty: 3232.907715
	Iteration 74Q: 3 clusters Score -1900598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1900599.125000 Penalty: 3232.907715
	Iteration 75Q: 3 clusters Score -1900599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1900598.250000 Penalty: 3232.907715
	Iteration 76Q: 3 clusters Score -1900598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1900600.375000 Penalty: 3232.907715
	Iteration 77Q: 3 clusters Score -1900600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1900600.375000 Penalty: 3232.907715
	Iteration 78F: 3 clusters Score -1900600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Entering Unmasked Estep 
Score: -6493341.000000 Penalty: 1816.315674
	Iteration 0F: 2 clusters Score -6493341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -6445536.000000 Penalty: 3632.631348
	Iteration 0F: 3 clusters Score -6445536 nChanged 34069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -6465599.000000 Penalty: 3632.631348
	Iteration 1F: 3 clusters Score -6465599 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -6467008.500000 Penalty: 3632.631348
	Iteration 2Q: 3 clusters Score -6467008 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -6469150.000000 Penalty: 3632.631348
	Iteration 3F: 3 clusters Score -6469150 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -6472138.500000 Penalty: 3632.631348
	Iteration 4F: 3 clusters Score -6472138 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -6475261.000000 Penalty: 3632.631348
	Iteration 5F: 3 clusters Score -6475261 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -6478265.000000 Penalty: 3632.631348
	Iteration 6F: 3 clusters Score -6478265 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -6480862.000000 Penalty: 3632.631348
	Iteration 7F: 3 clusters Score -6480862 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -6482950.000000 Penalty: 3632.631348
	Iteration 8F: 3 clusters Score -6482950 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -6484347.500000 Penalty: 3632.631348
	Iteration 9Q: 3 clusters Score -6484348 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -6485336.000000 Penalty: 3632.631348
	Iteration 10Q: 3 clusters Score -6485336 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -6486125.000000 Penalty: 3632.631348
	Iteration 11Q: 3 clusters Score -6486125 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -6486622.000000 Penalty: 3632.631348
	Iteration 12Q: 3 clusters Score -6486622 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -6487090.500000 Penalty: 3632.631348
	Iteration 13Q: 3 clusters Score -6487090 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -6487484.500000 Penalty: 3632.631348
	Iteration 14Q: 3 clusters Score -6487484 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -6487888.000000 Penalty: 3632.631348
	Iteration 15Q: 3 clusters Score -6487888 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -6488300.500000 Penalty: 3632.631348
	Iteration 16Q: 3 clusters Score -6488300 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -6488800.000000 Penalty: 3632.631348
	Iteration 17Q: 3 clusters Score -6488800 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -6489285.000000 Penalty: 3632.631348
	Iteration 18Q: 3 clusters Score -6489285 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -6489740.500000 Penalty: 3632.631348
	Iteration 19Q: 3 clusters Score -6489740 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -6490212.000000 Penalty: 3632.631348
	Iteration 20F: 3 clusters Score -6490212 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -6490732.000000 Penalty: 3632.631348
	Iteration 21Q: 3 clusters Score -6490732 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -6491206.500000 Penalty: 3632.631348
	Iteration 22Q: 3 clusters Score -6491206 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -6491548.500000 Penalty: 3632.631348
	Iteration 23Q: 3 clusters Score -6491548 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -6491832.000000 Penalty: 3632.631348
	Iteration 24Q: 3 clusters Score -6491832 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -6492055.500000 Penalty: 3632.631348
	Iteration 25Q: 3 clusters Score -6492056 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -6492236.500000 Penalty: 3632.631348
	Iteration 26Q: 3 clusters Score -6492236 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -6492384.500000 Penalty: 3632.631348
	Iteration 27Q: 3 clusters Score -6492384 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -6492492.500000 Penalty: 3632.631348
	Iteration 28Q: 3 clusters Score -6492492 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -6492634.500000 Penalty: 3632.631348
	Iteration 29Q: 3 clusters Score -6492634 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -6492706.500000 Penalty: 3632.631348
	Iteration 30Q: 3 clusters Score -6492706 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -6492766.000000 Penalty: 3632.631348
	Iteration 31Q: 3 clusters Score -6492766 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -6492925.000000 Penalty: 3632.631348
	Iteration 32Q: 3 clusters Score -6492925 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -6493049.500000 Penalty: 3632.631348
	Iteration 33Q: 3 clusters Score -6493050 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -6493192.000000 Penalty: 3632.631348
	Iteration 34Q: 3 clusters Score -6493192 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -6493400.000000 Penalty: 3632.631348
	Iteration 35Q: 3 clusters Score -6493400 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -6493621.000000 Penalty: 3632.631348
	Iteration 36Q: 3 clusters Score -6493621 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -6493933.000000 Penalty: 3632.631348
	Iteration 37Q: 3 clusters Score -6493933 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -6494280.000000 Penalty: 3632.631348
	Iteration 38Q: 3 clusters Score -6494280 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -6494642.500000 Penalty: 3632.631348
	Iteration 39Q: 3 clusters Score -6494642 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -6494928.000000 Penalty: 3632.631348
	Iteration 40F: 3 clusters Score -6494928 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -6495092.500000 Penalty: 3632.631348
	Iteration 41Q: 3 clusters Score -6495092 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -6495226.000000 Penalty: 3632.631348
	Iteration 42Q: 3 clusters Score -6495226 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -6495269.500000 Penalty: 3632.631348
	Iteration 43Q: 3 clusters Score -6495270 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -6495293.500000 Penalty: 3632.631348
	Iteration 44Q: 3 clusters Score -6495294 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -6495314.500000 Penalty: 3632.631348
	Iteration 45Q: 3 clusters Score -6495314 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 62625 members 
Entering Unmasked Estep 
Score: -6495335.500000 Penalty: 3632.631348
	Iteration 46Q: 3 clusters Score -6495336 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -6495338.500000 Penalty: 3632.631348
	Iteration 47Q: 3 clusters Score -6495338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -6495336.000000 Penalty: 3632.631348
	Iteration 48Q: 3 clusters Score -6495336 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -6495324.000000 Penalty: 3632.631348
	Iteration 49Q: 3 clusters Score -6495324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -6495332.000000 Penalty: 3632.631348
	Iteration 50Q: 3 clusters Score -6495332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -6495348.000000 Penalty: 3632.631348
	Iteration 51Q: 3 clusters Score -6495348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -6495351.500000 Penalty: 3632.631348
	Iteration 52Q: 3 clusters Score -6495352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -6495352.000000 Penalty: 3632.631348
	Iteration 53Q: 3 clusters Score -6495352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -6495348.000000 Penalty: 3632.631348
	Iteration 54Q: 3 clusters Score -6495348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -6495347.500000 Penalty: 3632.631348
	Iteration 55Q: 3 clusters Score -6495348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -6495351.000000 Penalty: 3632.631348
	Iteration 56Q: 3 clusters Score -6495351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -6495356.500000 Penalty: 3632.631348
	Iteration 57Q: 3 clusters Score -6495356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -6495354.000000 Penalty: 3632.631348
	Iteration 58Q: 3 clusters Score -6495354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -6495353.500000 Penalty: 3632.631348
	Iteration 59Q: 3 clusters Score -6495354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -6495354.500000 Penalty: 3632.631348
	Iteration 60F: 3 clusters Score -6495354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -6495356.500000 Penalty: 3632.631348
	Iteration 61Q: 3 clusters Score -6495356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -6495355.500000 Penalty: 3632.631348
	Iteration 62Q: 3 clusters Score -6495356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -6495362.500000 Penalty: 3632.631348
	Iteration 63Q: 3 clusters Score -6495362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -6495366.000000 Penalty: 3632.631348
	Iteration 64Q: 3 clusters Score -6495366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -6495366.000000 Penalty: 3632.631348
	Iteration 65F: 3 clusters Score -6495366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 6741 members 
Mstep: Class 5 contains 20898 members 
Mstep: Class 6 contains 8396 members 
Mstep: Class 7 contains 63095 members 
Mstep: Class 8 contains 15325 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 4828 members 
Mstep: Class 13 contains 6079 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 220054 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 113989 members 
Mstep: Class 19 contains 7446 members 
Mstep: Class 20 contains 84750 members 
Mstep: Class 21 contains 1728 members 
Mstep: Class 22 contains 2689 members 
Entering Unmasked Estep 
Score: -53839268.000000 Penalty: 41048.093750
Splitting cluster 6 changes total score from -53833584.000000 to -53839268.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 8 (15325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Entering Unmasked Estep 
Score: -1421592.250000 Penalty: 1566.051514
	Iteration 0F: 2 clusters Score -1421592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1410954.000000 Penalty: 3132.103027
	Iteration 0F: 3 clusters Score -1410954 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1414704.875000 Penalty: 3132.103027
	Iteration 1F: 3 clusters Score -1414705 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1415094.750000 Penalty: 3132.103027
	Iteration 2F: 3 clusters Score -1415095 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1415460.375000 Penalty: 3132.103027
	Iteration 3F: 3 clusters Score -1415460 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1415838.375000 Penalty: 3132.103027
	Iteration 4F: 3 clusters Score -1415838 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1416299.125000 Penalty: 3132.103027
	Iteration 5F: 3 clusters Score -1416299 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1416930.500000 Penalty: 3132.103027
	Iteration 6F: 3 clusters Score -1416930 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1417695.000000 Penalty: 3132.103027
	Iteration 7F: 3 clusters Score -1417695 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1418520.125000 Penalty: 3132.103027
	Iteration 8F: 3 clusters Score -1418520 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1419238.500000 Penalty: 3132.103027
	Iteration 9F: 3 clusters Score -1419238 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1419773.625000 Penalty: 3132.103027
	Iteration 10Q: 3 clusters Score -1419774 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1420100.250000 Penalty: 3132.103027
	Iteration 11Q: 3 clusters Score -1420100 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1420259.500000 Penalty: 3132.103027
	Iteration 12Q: 3 clusters Score -1420260 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1420336.875000 Penalty: 3132.103027
	Iteration 13Q: 3 clusters Score -1420337 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1420392.125000 Penalty: 3132.103027
	Iteration 14Q: 3 clusters Score -1420392 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1420437.125000 Penalty: 3132.103027
	Iteration 15Q: 3 clusters Score -1420437 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1420479.875000 Penalty: 3132.103027
	Iteration 16Q: 3 clusters Score -1420480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1420517.250000 Penalty: 3132.103027
	Iteration 17Q: 3 clusters Score -1420517 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1420557.000000 Penalty: 3132.103027
	Iteration 18Q: 3 clusters Score -1420557 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1420572.750000 Penalty: 3132.103027
	Iteration 19Q: 3 clusters Score -1420573 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1420594.375000 Penalty: 3132.103027
	Iteration 20F: 3 clusters Score -1420594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1420615.125000 Penalty: 3132.103027
	Iteration 21Q: 3 clusters Score -1420615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1420636.375000 Penalty: 3132.103027
	Iteration 22Q: 3 clusters Score -1420636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1420650.750000 Penalty: 3132.103027
	Iteration 23Q: 3 clusters Score -1420651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1420666.500000 Penalty: 3132.103027
	Iteration 24Q: 3 clusters Score -1420666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1420675.750000 Penalty: 3132.103027
	Iteration 25Q: 3 clusters Score -1420676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1420681.750000 Penalty: 3132.103027
	Iteration 26Q: 3 clusters Score -1420682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1420686.875000 Penalty: 3132.103027
	Iteration 27Q: 3 clusters Score -1420687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1420695.250000 Penalty: 3132.103027
	Iteration 28Q: 3 clusters Score -1420695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1420696.875000 Penalty: 3132.103027
	Iteration 29Q: 3 clusters Score -1420697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1420706.125000 Penalty: 3132.103027
	Iteration 30Q: 3 clusters Score -1420706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1420708.875000 Penalty: 3132.103027
	Iteration 31Q: 3 clusters Score -1420709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1420715.500000 Penalty: 3132.103027
	Iteration 32Q: 3 clusters Score -1420716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1420724.625000 Penalty: 3132.103027
	Iteration 33Q: 3 clusters Score -1420725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1420730.125000 Penalty: 3132.103027
	Iteration 34Q: 3 clusters Score -1420730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1420733.125000 Penalty: 3132.103027
	Iteration 35Q: 3 clusters Score -1420733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1420739.125000 Penalty: 3132.103027
	Iteration 36Q: 3 clusters Score -1420739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1420743.250000 Penalty: 3132.103027
	Iteration 37Q: 3 clusters Score -1420743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1420748.250000 Penalty: 3132.103027
	Iteration 38Q: 3 clusters Score -1420748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1420755.000000 Penalty: 3132.103027
	Iteration 39Q: 3 clusters Score -1420755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1420757.750000 Penalty: 3132.103027
	Iteration 40F: 3 clusters Score -1420758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1420761.000000 Penalty: 3132.103027
	Iteration 41Q: 3 clusters Score -1420761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1420760.375000 Penalty: 3132.103027
	Iteration 42Q: 3 clusters Score -1420760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1420762.500000 Penalty: 3132.103027
	Iteration 43Q: 3 clusters Score -1420762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1420763.125000 Penalty: 3132.103027
	Iteration 44Q: 3 clusters Score -1420763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1420764.625000 Penalty: 3132.103027
	Iteration 45Q: 3 clusters Score -1420765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1420766.250000 Penalty: 3132.103027
	Iteration 46Q: 3 clusters Score -1420766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1420765.000000 Penalty: 3132.103027
	Iteration 47Q: 3 clusters Score -1420765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1420765.000000 Penalty: 3132.103027
	Iteration 48F: 3 clusters Score -1420765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Entering Unmasked Estep 
Score: -806648.000000 Penalty: 1481.068970
	Iteration 0F: 2 clusters Score -806648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -800067.000000 Penalty: 2962.137939
	Iteration 0F: 3 clusters Score -800067 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -802262.312500 Penalty: 2962.137939
	Iteration 1F: 3 clusters Score -802262.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -802590.750000 Penalty: 2962.137939
	Iteration 2F: 3 clusters Score -802590.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -802938.437500 Penalty: 2962.137939
	Iteration 3F: 3 clusters Score -802938.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -803299.437500 Penalty: 2962.137939
	Iteration 4F: 3 clusters Score -803299.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -803666.500000 Penalty: 2962.137939
	Iteration 5F: 3 clusters Score -803666.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -804017.750000 Penalty: 2962.137939
	Iteration 6F: 3 clusters Score -804017.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -804374.625000 Penalty: 2962.137939
	Iteration 7F: 3 clusters Score -804374.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -804676.000000 Penalty: 2962.137939
	Iteration 8Q: 3 clusters Score -804676 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -804867.750000 Penalty: 2962.137939
	Iteration 9Q: 3 clusters Score -804867.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -804992.562500 Penalty: 2962.137939
	Iteration 10Q: 3 clusters Score -804992.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -805085.625000 Penalty: 2962.137939
	Iteration 11Q: 3 clusters Score -805085.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -805135.937500 Penalty: 2962.137939
	Iteration 12Q: 3 clusters Score -805135.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -805166.687500 Penalty: 2962.137939
	Iteration 13Q: 3 clusters Score -805166.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -805188.812500 Penalty: 2962.137939
	Iteration 14Q: 3 clusters Score -805188.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -805206.937500 Penalty: 2962.137939
	Iteration 15Q: 3 clusters Score -805206.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -805218.500000 Penalty: 2962.137939
	Iteration 16Q: 3 clusters Score -805218.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -805232.687500 Penalty: 2962.137939
	Iteration 17Q: 3 clusters Score -805232.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -805244.125000 Penalty: 2962.137939
	Iteration 18Q: 3 clusters Score -805244.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -805261.125000 Penalty: 2962.137939
	Iteration 19Q: 3 clusters Score -805261.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -805270.437500 Penalty: 2962.137939
	Iteration 20F: 3 clusters Score -805270.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -805276.125000 Penalty: 2962.137939
	Iteration 21Q: 3 clusters Score -805276.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -805282.750000 Penalty: 2962.137939
	Iteration 22Q: 3 clusters Score -805282.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -805284.000000 Penalty: 2962.137939
	Iteration 23Q: 3 clusters Score -805284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -805285.625000 Penalty: 2962.137939
	Iteration 24Q: 3 clusters Score -805285.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -805285.687500 Penalty: 2962.137939
	Iteration 25Q: 3 clusters Score -805285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -805286.062500 Penalty: 2962.137939
	Iteration 26Q: 3 clusters Score -805286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -805288.312500 Penalty: 2962.137939
	Iteration 27Q: 3 clusters Score -805288.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -805288.312500 Penalty: 2962.137939
	Iteration 28F: 3 clusters Score -805288.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -453597.156250 Penalty: 1378.355469
	Iteration 0F: 2 clusters Score -453597.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -449712.843750 Penalty: 2756.710938
	Iteration 0F: 3 clusters Score -449712.8 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -450829.062500 Penalty: 2756.710938
	Iteration 1F: 3 clusters Score -450829.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -451080.843750 Penalty: 2756.710938
	Iteration 2F: 3 clusters Score -451080.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -451409.468750 Penalty: 2756.710938
	Iteration 3F: 3 clusters Score -451409.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -451938.750000 Penalty: 2756.710938
	Iteration 4F: 3 clusters Score -451938.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -452667.968750 Penalty: 2756.710938
	Iteration 5F: 3 clusters Score -452668 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -453271.375000 Penalty: 2756.710938
	Iteration 6F: 3 clusters Score -453271.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -453610.625000 Penalty: 2756.710938
	Iteration 7F: 3 clusters Score -453610.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -453744.093750 Penalty: 2756.710938
	Iteration 8Q: 3 clusters Score -453744.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -453806.281250 Penalty: 2756.710938
	Iteration 9Q: 3 clusters Score -453806.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -453846.312500 Penalty: 2756.710938
	Iteration 10Q: 3 clusters Score -453846.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -453870.250000 Penalty: 2756.710938
	Iteration 11Q: 3 clusters Score -453870.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -453881.562500 Penalty: 2756.710938
	Iteration 12Q: 3 clusters Score -453881.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -453886.562500 Penalty: 2756.710938
	Iteration 13Q: 3 clusters Score -453886.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -453888.875000 Penalty: 2756.710938
	Iteration 14Q: 3 clusters Score -453888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -453889.500000 Penalty: 2756.710938
	Iteration 15Q: 3 clusters Score -453889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -453889.468750 Penalty: 2756.710938
	Iteration 16Q: 3 clusters Score -453889.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -453889.468750 Penalty: 2756.710938
	Iteration 17F: 3 clusters Score -453889.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 6741 members 
Mstep: Class 5 contains 20898 members 
Mstep: Class 6 contains 8396 members 
Mstep: Class 7 contains 63095 members 
Mstep: Class 8 contains 15325 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 1720 members 
Mstep: Class 11 contains 3108 members 
Mstep: Class 13 contains 6079 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 220054 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 113989 members 
Mstep: Class 19 contains 7446 members 
Mstep: Class 20 contains 84750 members 
Mstep: Class 21 contains 1728 members 
Mstep: Class 22 contains 2689 members 
Entering Unmasked Estep 
Score: -53838984.000000 Penalty: 43208.519531
Splitting cluster 10 changes total score from -53833584.000000 to -53838984.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 13 (6079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Entering Unmasked Estep 
Score: -516170.375000 Penalty: 1415.796875
	Iteration 0F: 2 clusters Score -516170.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -511534.406250 Penalty: 2831.593750
	Iteration 0F: 3 clusters Score -511534.4 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -512850.500000 Penalty: 2831.593750
	Iteration 1F: 3 clusters Score -512850.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -513026.281250 Penalty: 2831.593750
	Iteration 2F: 3 clusters Score -513026.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -513151.531250 Penalty: 2831.593750
	Iteration 3Q: 3 clusters Score -513151.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -513261.125000 Penalty: 2831.593750
	Iteration 4Q: 3 clusters Score -513261.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -513377.312500 Penalty: 2831.593750
	Iteration 5Q: 3 clusters Score -513377.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -513522.500000 Penalty: 2831.593750
	Iteration 6Q: 3 clusters Score -513522.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -513663.093750 Penalty: 2831.593750
	Iteration 7Q: 3 clusters Score -513663.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -513832.500000 Penalty: 2831.593750
	Iteration 8Q: 3 clusters Score -513832.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -514036.000000 Penalty: 2831.593750
	Iteration 9Q: 3 clusters Score -514036 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -514282.875000 Penalty: 2831.593750
	Iteration 10Q: 3 clusters Score -514282.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -514523.687500 Penalty: 2831.593750
	Iteration 11Q: 3 clusters Score -514523.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -514701.406250 Penalty: 2831.593750
	Iteration 12Q: 3 clusters Score -514701.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -514840.593750 Penalty: 2831.593750
	Iteration 13Q: 3 clusters Score -514840.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -514934.437500 Penalty: 2831.593750
	Iteration 14Q: 3 clusters Score -514934.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -514979.062500 Penalty: 2831.593750
	Iteration 15Q: 3 clusters Score -514979.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -515007.781250 Penalty: 2831.593750
	Iteration 16Q: 3 clusters Score -515007.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -515032.718750 Penalty: 2831.593750
	Iteration 17Q: 3 clusters Score -515032.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -515052.593750 Penalty: 2831.593750
	Iteration 18Q: 3 clusters Score -515052.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -515066.906250 Penalty: 2831.593750
	Iteration 19Q: 3 clusters Score -515066.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -515078.468750 Penalty: 2831.593750
	Iteration 20F: 3 clusters Score -515078.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -515087.500000 Penalty: 2831.593750
	Iteration 21Q: 3 clusters Score -515087.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -515093.375000 Penalty: 2831.593750
	Iteration 22Q: 3 clusters Score -515093.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -515095.437500 Penalty: 2831.593750
	Iteration 23Q: 3 clusters Score -515095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -515099.812500 Penalty: 2831.593750
	Iteration 24Q: 3 clusters Score -515099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -515104.343750 Penalty: 2831.593750
	Iteration 25Q: 3 clusters Score -515104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -515107.468750 Penalty: 2831.593750
	Iteration 26Q: 3 clusters Score -515107.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -515113.250000 Penalty: 2831.593750
	Iteration 27Q: 3 clusters Score -515113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -515115.406250 Penalty: 2831.593750
	Iteration 28Q: 3 clusters Score -515115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -515116.156250 Penalty: 2831.593750
	Iteration 29Q: 3 clusters Score -515116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -515116.375000 Penalty: 2831.593750
	Iteration 30Q: 3 clusters Score -515116.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -515116.375000 Penalty: 2831.593750
	Iteration 31F: 3 clusters Score -515116.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Entering Unmasked Estep 
Score: -514765.843750 Penalty: 1413.725342
	Iteration 0F: 2 clusters Score -514765.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -510157.625000 Penalty: 2827.450684
	Iteration 0F: 3 clusters Score -510157.6 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -511538.687500 Penalty: 2827.450684
	Iteration 1F: 3 clusters Score -511538.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -511758.468750 Penalty: 2827.450684
	Iteration 2F: 3 clusters Score -511758.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -511899.656250 Penalty: 2827.450684
	Iteration 3F: 3 clusters Score -511899.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -512007.750000 Penalty: 2827.450684
	Iteration 4Q: 3 clusters Score -512007.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -512099.625000 Penalty: 2827.450684
	Iteration 5Q: 3 clusters Score -512099.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -512197.906250 Penalty: 2827.450684
	Iteration 6Q: 3 clusters Score -512197.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -512297.250000 Penalty: 2827.450684
	Iteration 7Q: 3 clusters Score -512297.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -512402.312500 Penalty: 2827.450684
	Iteration 8Q: 3 clusters Score -512402.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -512512.468750 Penalty: 2827.450684
	Iteration 9Q: 3 clusters Score -512512.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -512638.500000 Penalty: 2827.450684
	Iteration 10Q: 3 clusters Score -512638.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -512777.500000 Penalty: 2827.450684
	Iteration 11Q: 3 clusters Score -512777.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -512909.562500 Penalty: 2827.450684
	Iteration 12Q: 3 clusters Score -512909.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -513056.687500 Penalty: 2827.450684
	Iteration 13Q: 3 clusters Score -513056.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -513192.968750 Penalty: 2827.450684
	Iteration 14Q: 3 clusters Score -513193 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -513323.750000 Penalty: 2827.450684
	Iteration 15Q: 3 clusters Score -513323.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -513440.656250 Penalty: 2827.450684
	Iteration 16Q: 3 clusters Score -513440.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -513550.187500 Penalty: 2827.450684
	Iteration 17Q: 3 clusters Score -513550.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -513623.375000 Penalty: 2827.450684
	Iteration 18Q: 3 clusters Score -513623.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -513678.406250 Penalty: 2827.450684
	Iteration 19Q: 3 clusters Score -513678.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -513726.343750 Penalty: 2827.450684
	Iteration 20F: 3 clusters Score -513726.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -513745.968750 Penalty: 2827.450684
	Iteration 21Q: 3 clusters Score -513746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -513758.781250 Penalty: 2827.450684
	Iteration 22Q: 3 clusters Score -513758.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -513769.375000 Penalty: 2827.450684
	Iteration 23Q: 3 clusters Score -513769.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -513773.968750 Penalty: 2827.450684
	Iteration 24Q: 3 clusters Score -513774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -513778.500000 Penalty: 2827.450684
	Iteration 25Q: 3 clusters Score -513778.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -513781.250000 Penalty: 2827.450684
	Iteration 26Q: 3 clusters Score -513781.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -513788.656250 Penalty: 2827.450684
	Iteration 27Q: 3 clusters Score -513788.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -513796.531250 Penalty: 2827.450684
	Iteration 28Q: 3 clusters Score -513796.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -513800.375000 Penalty: 2827.450684
	Iteration 29Q: 3 clusters Score -513800.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -513803.468750 Penalty: 2827.450684
	Iteration 30Q: 3 clusters Score -513803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -513805.031250 Penalty: 2827.450684
	Iteration 31Q: 3 clusters Score -513805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -513809.468750 Penalty: 2827.450684
	Iteration 32Q: 3 clusters Score -513809.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -513813.187500 Penalty: 2827.450684
	Iteration 33Q: 3 clusters Score -513813.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -513814.500000 Penalty: 2827.450684
	Iteration 34Q: 3 clusters Score -513814.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -513817.437500 Penalty: 2827.450684
	Iteration 35Q: 3 clusters Score -513817.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -513818.718750 Penalty: 2827.450684
	Iteration 36Q: 3 clusters Score -513818.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -513819.875000 Penalty: 2827.450684
	Iteration 37Q: 3 clusters Score -513819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -513820.406250 Penalty: 2827.450684
	Iteration 38Q: 3 clusters Score -513820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -513821.500000 Penalty: 2827.450684
	Iteration 39Q: 3 clusters Score -513821.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -513821.312500 Penalty: 2827.450684
	Iteration 40F: 3 clusters Score -513821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -513822.625000 Penalty: 2827.450684
	Iteration 41Q: 3 clusters Score -513822.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -513823.625000 Penalty: 2827.450684
	Iteration 42Q: 3 clusters Score -513823.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -513828.500000 Penalty: 2827.450684
	Iteration 43Q: 3 clusters Score -513828.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -513831.250000 Penalty: 2827.450684
	Iteration 44Q: 3 clusters Score -513831.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -513835.562500 Penalty: 2827.450684
	Iteration 45Q: 3 clusters Score -513835.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -513838.000000 Penalty: 2827.450684
	Iteration 46Q: 3 clusters Score -513838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -513843.218750 Penalty: 2827.450684
	Iteration 47Q: 3 clusters Score -513843.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -513847.562500 Penalty: 2827.450684
	Iteration 48Q: 3 clusters Score -513847.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -513853.031250 Penalty: 2827.450684
	Iteration 49Q: 3 clusters Score -513853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -513857.656250 Penalty: 2827.450684
	Iteration 50Q: 3 clusters Score -513857.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -513860.906250 Penalty: 2827.450684
	Iteration 51Q: 3 clusters Score -513860.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -513864.593750 Penalty: 2827.450684
	Iteration 52Q: 3 clusters Score -513864.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -513868.968750 Penalty: 2827.450684
	Iteration 53Q: 3 clusters Score -513869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -513872.218750 Penalty: 2827.450684
	Iteration 54Q: 3 clusters Score -513872.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -513875.062500 Penalty: 2827.450684
	Iteration 55Q: 3 clusters Score -513875.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -513875.125000 Penalty: 2827.450684
	Iteration 56Q: 3 clusters Score -513875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -513875.468750 Penalty: 2827.450684
	Iteration 57Q: 3 clusters Score -513875.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -513875.468750 Penalty: 2827.450684
	Iteration 58F: 3 clusters Score -513875.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (220054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220054 members 
Entering Unmasked Estep 
Score: -20113866.000000 Penalty: 1999.014526
	Iteration 0F: 2 clusters Score -2.011387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 109969 members 
Entering Unmasked Estep 
Score: -19968770.000000 Penalty: 3998.029053
	Iteration 0F: 3 clusters Score -1.996877e+07 nChanged 107095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111310 members 
Mstep: Class 2 contains 108744 members 
Entering Unmasked Estep 
Score: -20034200.000000 Penalty: 3998.029053
	Iteration 1F: 3 clusters Score -2.00342e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112163 members 
Mstep: Class 2 contains 107891 members 
Entering Unmasked Estep 
Score: -20037436.000000 Penalty: 3998.029053
	Iteration 2Q: 3 clusters Score -2.003744e+07 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113734 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -20042366.000000 Penalty: 3998.029053
	Iteration 3Q: 3 clusters Score -2.004237e+07 nChanged 12424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116396 members 
Mstep: Class 2 contains 103658 members 
Entering Unmasked Estep 
Score: -20049474.000000 Penalty: 3998.029053
	Iteration 4F: 3 clusters Score -2.004947e+07 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119717 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -20058584.000000 Penalty: 3998.029053
	Iteration 5F: 3 clusters Score -2.005858e+07 nChanged 15072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123013 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -20069782.000000 Penalty: 3998.029053
	Iteration 6F: 3 clusters Score -2.006978e+07 nChanged 14963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124782 members 
Mstep: Class 2 contains 95272 members 
Entering Unmasked Estep 
Score: -20080850.000000 Penalty: 3998.029053
	Iteration 7F: 3 clusters Score -2.008085e+07 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124927 members 
Mstep: Class 2 contains 95127 members 
Entering Unmasked Estep 
Score: -20088512.000000 Penalty: 3998.029053
	Iteration 8F: 3 clusters Score -2.008851e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124535 members 
Mstep: Class 2 contains 95519 members 
Entering Unmasked Estep 
Score: -20092352.000000 Penalty: 3998.029053
	Iteration 9Q: 3 clusters Score -2.009235e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124351 members 
Mstep: Class 2 contains 95703 members 
Entering Unmasked Estep 
Score: -20094014.000000 Penalty: 3998.029053
	Iteration 10Q: 3 clusters Score -2.009401e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124460 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -20094908.000000 Penalty: 3998.029053
	Iteration 11Q: 3 clusters Score -2.009491e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124805 members 
Mstep: Class 2 contains 95249 members 
Entering Unmasked Estep 
Score: -20095974.000000 Penalty: 3998.029053
	Iteration 12Q: 3 clusters Score -2.009597e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125281 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -20096798.000000 Penalty: 3998.029053
	Iteration 13Q: 3 clusters Score -2.00968e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125790 members 
Mstep: Class 2 contains 94264 members 
Entering Unmasked Estep 
Score: -20097376.000000 Penalty: 3998.029053
	Iteration 14Q: 3 clusters Score -2.009738e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126308 members 
Mstep: Class 2 contains 93746 members 
Entering Unmasked Estep 
Score: -20097950.000000 Penalty: 3998.029053
	Iteration 15Q: 3 clusters Score -2.009795e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126839 members 
Mstep: Class 2 contains 93215 members 
Entering Unmasked Estep 
Score: -20098440.000000 Penalty: 3998.029053
	Iteration 16Q: 3 clusters Score -2.009844e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127435 members 
Mstep: Class 2 contains 92619 members 
Entering Unmasked Estep 
Score: -20098888.000000 Penalty: 3998.029053
	Iteration 17Q: 3 clusters Score -2.009889e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128073 members 
Mstep: Class 2 contains 91981 members 
Entering Unmasked Estep 
Score: -20099068.000000 Penalty: 3998.029053
	Iteration 18Q: 3 clusters Score -2.009907e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128747 members 
Mstep: Class 2 contains 91307 members 
Entering Unmasked Estep 
Score: -20099400.000000 Penalty: 3998.029053
	Iteration 19Q: 3 clusters Score -2.00994e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129404 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -20099632.000000 Penalty: 3998.029053
	Iteration 20F: 3 clusters Score -2.009963e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130101 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -20099840.000000 Penalty: 3998.029053
	Iteration 21Q: 3 clusters Score -2.009984e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130784 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -20100036.000000 Penalty: 3998.029053
	Iteration 22Q: 3 clusters Score -2.010004e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131468 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -20100276.000000 Penalty: 3998.029053
	Iteration 23Q: 3 clusters Score -2.010028e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132150 members 
Mstep: Class 2 contains 87904 members 
Entering Unmasked Estep 
Score: -20100470.000000 Penalty: 3998.029053
	Iteration 24Q: 3 clusters Score -2.010047e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132839 members 
Mstep: Class 2 contains 87215 members 
Entering Unmasked Estep 
Score: -20100532.000000 Penalty: 3998.029053
	Iteration 25Q: 3 clusters Score -2.010053e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133464 members 
Mstep: Class 2 contains 86590 members 
Entering Unmasked Estep 
Score: -20100786.000000 Penalty: 3998.029053
	Iteration 26Q: 3 clusters Score -2.010079e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134069 members 
Mstep: Class 2 contains 85985 members 
Entering Unmasked Estep 
Score: -20100868.000000 Penalty: 3998.029053
	Iteration 27Q: 3 clusters Score -2.010087e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134677 members 
Mstep: Class 2 contains 85377 members 
Entering Unmasked Estep 
Score: -20100936.000000 Penalty: 3998.029053
	Iteration 28Q: 3 clusters Score -2.010094e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135303 members 
Mstep: Class 2 contains 84751 members 
Entering Unmasked Estep 
Score: -20101068.000000 Penalty: 3998.029053
	Iteration 29Q: 3 clusters Score -2.010107e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135926 members 
Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
Score: -20101216.000000 Penalty: 3998.029053
	Iteration 30Q: 3 clusters Score -2.010122e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136499 members 
Mstep: Class 2 contains 83555 members 
Entering Unmasked Estep 
Score: -20101310.000000 Penalty: 3998.029053
	Iteration 31Q: 3 clusters Score -2.010131e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137098 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -20101388.000000 Penalty: 3998.029053
	Iteration 32Q: 3 clusters Score -2.010139e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137703 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -20101448.000000 Penalty: 3998.029053
	Iteration 33Q: 3 clusters Score -2.010145e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138289 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -20101534.000000 Penalty: 3998.029053
	Iteration 34Q: 3 clusters Score -2.010153e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138891 members 
Mstep: Class 2 contains 81163 members 
Entering Unmasked Estep 
Score: -20101660.000000 Penalty: 3998.029053
	Iteration 35Q: 3 clusters Score -2.010166e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139520 members 
Mstep: Class 2 contains 80534 members 
Entering Unmasked Estep 
Score: -20101818.000000 Penalty: 3998.029053
	Iteration 36Q: 3 clusters Score -2.010182e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140164 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -20101836.000000 Penalty: 3998.029053
	Iteration 37Q: 3 clusters Score -2.010184e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140806 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -20101864.000000 Penalty: 3998.029053
	Iteration 38Q: 3 clusters Score -2.010186e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141429 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -20101878.000000 Penalty: 3998.029053
	Iteration 39Q: 3 clusters Score -2.010188e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142082 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -20101956.000000 Penalty: 3998.029053
	Iteration 40F: 3 clusters Score -2.010196e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142745 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -20102074.000000 Penalty: 3998.029053
	Iteration 41Q: 3 clusters Score -2.010207e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143455 members 
Mstep: Class 2 contains 76599 members 
Entering Unmasked Estep 
Score: -20102128.000000 Penalty: 3998.029053
	Iteration 42Q: 3 clusters Score -2.010213e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144204 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -20102192.000000 Penalty: 3998.029053
	Iteration 43Q: 3 clusters Score -2.010219e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145015 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -20102300.000000 Penalty: 3998.029053
	Iteration 44Q: 3 clusters Score -2.01023e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145860 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -20102426.000000 Penalty: 3998.029053
	Iteration 45Q: 3 clusters Score -2.010243e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146673 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -20102424.000000 Penalty: 3998.029053
	Iteration 46Q: 3 clusters Score -2.010242e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147493 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -20102552.000000 Penalty: 3998.029053
	Iteration 47Q: 3 clusters Score -2.010255e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148362 members 
Mstep: Class 2 contains 71692 members 
Entering Unmasked Estep 
Score: -20102668.000000 Penalty: 3998.029053
	Iteration 48Q: 3 clusters Score -2.010267e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149302 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -20102866.000000 Penalty: 3998.029053
	Iteration 49Q: 3 clusters Score -2.010287e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150209 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -20102878.000000 Penalty: 3998.029053
	Iteration 50Q: 3 clusters Score -2.010288e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151132 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -20102952.000000 Penalty: 3998.029053
	Iteration 51Q: 3 clusters Score -2.010295e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152151 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -20103034.000000 Penalty: 3998.029053
	Iteration 52Q: 3 clusters Score -2.010303e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153267 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -20103088.000000 Penalty: 3998.029053
	Iteration 53Q: 3 clusters Score -2.010309e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154427 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -20103286.000000 Penalty: 3998.029053
	Iteration 54Q: 3 clusters Score -2.010329e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155658 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -20103458.000000 Penalty: 3998.029053
	Iteration 55Q: 3 clusters Score -2.010346e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156952 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -20103700.000000 Penalty: 3998.029053
	Iteration 56Q: 3 clusters Score -2.01037e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158330 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -20103842.000000 Penalty: 3998.029053
	Iteration 57Q: 3 clusters Score -2.010384e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159853 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -20104046.000000 Penalty: 3998.029053
	Iteration 58Q: 3 clusters Score -2.010405e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161473 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -20104308.000000 Penalty: 3998.029053
	Iteration 59Q: 3 clusters Score -2.010431e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163195 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -20104688.000000 Penalty: 3998.029053
	Iteration 60F: 3 clusters Score -2.010469e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165011 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -20105090.000000 Penalty: 3998.029053
	Iteration 61Q: 3 clusters Score -2.010509e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166796 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -20105356.000000 Penalty: 3998.029053
	Iteration 62Q: 3 clusters Score -2.010536e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168597 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -20105540.000000 Penalty: 3998.029053
	Iteration 63Q: 3 clusters Score -2.010554e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -20106028.000000 Penalty: 3998.029053
	Iteration 64Q: 3 clusters Score -2.010603e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172305 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -20106332.000000 Penalty: 3998.029053
	Iteration 65Q: 3 clusters Score -2.010633e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174161 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -20106692.000000 Penalty: 3998.029053
	Iteration 66Q: 3 clusters Score -2.010669e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176031 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -20106998.000000 Penalty: 3998.029053
	Iteration 67Q: 3 clusters Score -2.0107e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177837 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -20107300.000000 Penalty: 3998.029053
	Iteration 68Q: 3 clusters Score -2.01073e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179646 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -20107662.000000 Penalty: 3998.029053
	Iteration 69Q: 3 clusters Score -2.010766e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181427 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -20107960.000000 Penalty: 3998.029053
	Iteration 70Q: 3 clusters Score -2.010796e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183165 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -20108484.000000 Penalty: 3998.029053
	Iteration 71Q: 3 clusters Score -2.010848e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184906 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -20108936.000000 Penalty: 3998.029053
	Iteration 72Q: 3 clusters Score -2.010894e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186658 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -20109540.000000 Penalty: 3998.029053
	Iteration 73Q: 3 clusters Score -2.010954e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188421 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -20110006.000000 Penalty: 3998.029053
	Iteration 74Q: 3 clusters Score -2.011001e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190227 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -20110512.000000 Penalty: 3998.029053
	Iteration 75Q: 3 clusters Score -2.011051e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191946 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -20111096.000000 Penalty: 3998.029053
	Iteration 76Q: 3 clusters Score -2.01111e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193622 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -20111572.000000 Penalty: 3998.029053
	Iteration 77Q: 3 clusters Score -2.011157e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195206 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -20112196.000000 Penalty: 3998.029053
	Iteration 78Q: 3 clusters Score -2.01122e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196613 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -20112644.000000 Penalty: 3998.029053
	Iteration 79Q: 3 clusters Score -2.011264e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197998 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -20113146.000000 Penalty: 3998.029053
	Iteration 80F: 3 clusters Score -2.011315e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199225 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -20113480.000000 Penalty: 3998.029053
	Iteration 81Q: 3 clusters Score -2.011348e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200315 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -20113824.000000 Penalty: 3998.029053
	Iteration 82Q: 3 clusters Score -2.011382e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201335 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -20114108.000000 Penalty: 3998.029053
	Iteration 83Q: 3 clusters Score -2.011411e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202263 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -20114392.000000 Penalty: 3998.029053
	Iteration 84Q: 3 clusters Score -2.011439e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203100 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -20114564.000000 Penalty: 3998.029053
	Iteration 85Q: 3 clusters Score -2.011456e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203858 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -20114666.000000 Penalty: 3998.029053
	Iteration 86Q: 3 clusters Score -2.011467e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204550 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -20114778.000000 Penalty: 3998.029053
	Iteration 87Q: 3 clusters Score -2.011478e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205234 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -20114898.000000 Penalty: 3998.029053
	Iteration 88Q: 3 clusters Score -2.01149e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205849 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -20114974.000000 Penalty: 3998.029053
	Iteration 89Q: 3 clusters Score -2.011497e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206400 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -20114992.000000 Penalty: 3998.029053
	Iteration 90Q: 3 clusters Score -2.011499e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206895 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -20115138.000000 Penalty: 3998.029053
	Iteration 91Q: 3 clusters Score -2.011514e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207327 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -20115238.000000 Penalty: 3998.029053
	Iteration 92Q: 3 clusters Score -2.011524e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207741 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -20115290.000000 Penalty: 3998.029053
	Iteration 93Q: 3 clusters Score -2.011529e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208116 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -20115274.000000 Penalty: 3998.029053
	Iteration 94Q: 3 clusters Score -2.011527e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208441 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -20115318.000000 Penalty: 3998.029053
	Iteration 95Q: 3 clusters Score -2.011532e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208733 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.011534e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209001 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.011532e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209244 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.011535e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209487 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.011534e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209705 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.011538e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209905 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -20115422.000000 Penalty: 3998.029053
	Iteration 101Q: 3 clusters Score -2.011542e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210074 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.01154e+07 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 210222 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.011539e+07 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 210357 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.011543e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210478 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.011541e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210585 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.011543e+07 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 210677 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.011543e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210775 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -20115436.000000 Penalty: 3998.029053
	Iteration 108Q: 3 clusters Score -2.011544e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210863 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -20115440.000000 Penalty: 3998.029053
	Iteration 109Q: 3 clusters Score -2.011544e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210946 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.011543e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211005 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -20115446.000000 Penalty: 3998.029053
	Iteration 111Q: 3 clusters Score -2.011545e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211061 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -20115430.000000 Penalty: 3998.029053
	Iteration 112Q: 3 clusters Score -2.011543e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211114 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -20115398.000000 Penalty: 3998.029053
	Iteration 113Q: 3 clusters Score -2.01154e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211175 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.011541e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211227 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -20115412.000000 Penalty: 3998.029053
	Iteration 115Q: 3 clusters Score -2.011541e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211288 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -20115396.000000 Penalty: 3998.029053
	Iteration 116Q: 3 clusters Score -2.01154e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211337 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -20115370.000000 Penalty: 3998.029053
	Iteration 117Q: 3 clusters Score -2.011537e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211373 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -20115366.000000 Penalty: 3998.029053
	Iteration 118Q: 3 clusters Score -2.011537e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211422 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -20115388.000000 Penalty: 3998.029053
	Iteration 119Q: 3 clusters Score -2.011539e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211460 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -20115436.000000 Penalty: 3998.029053
	Iteration 120F: 3 clusters Score -2.011544e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211491 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -20115426.000000 Penalty: 3998.029053
	Iteration 121Q: 3 clusters Score -2.011543e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211518 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -20115414.000000 Penalty: 3998.029053
	Iteration 122Q: 3 clusters Score -2.011541e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211542 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -20115436.000000 Penalty: 3998.029053
	Iteration 123Q: 3 clusters Score -2.011544e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211570 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -20115428.000000 Penalty: 3998.029053
	Iteration 124Q: 3 clusters Score -2.011543e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211599 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -20115428.000000 Penalty: 3998.029053
	Iteration 125Q: 3 clusters Score -2.011543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211622 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -20115434.000000 Penalty: 3998.029053
	Iteration 126Q: 3 clusters Score -2.011543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211641 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.011543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211656 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -20115430.000000 Penalty: 3998.029053
	Iteration 128Q: 3 clusters Score -2.011543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211671 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -20115430.000000 Penalty: 3998.029053
	Iteration 129Q: 3 clusters Score -2.011543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211685 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -20115456.000000 Penalty: 3998.029053
	Iteration 130Q: 3 clusters Score -2.011546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211700 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -20115464.000000 Penalty: 3998.029053
	Iteration 131Q: 3 clusters Score -2.011546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211715 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -20115480.000000 Penalty: 3998.029053
	Iteration 132Q: 3 clusters Score -2.011548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211730 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -20115486.000000 Penalty: 3998.029053
	Iteration 133Q: 3 clusters Score -2.011549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211745 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -20115490.000000 Penalty: 3998.029053
	Iteration 134Q: 3 clusters Score -2.011549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211763 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -20115490.000000 Penalty: 3998.029053
	Iteration 135Q: 3 clusters Score -2.011549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211778 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -20115484.000000 Penalty: 3998.029053
	Iteration 136Q: 3 clusters Score -2.011548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211798 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -20115482.000000 Penalty: 3998.029053
	Iteration 137Q: 3 clusters Score -2.011548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211820 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -20115456.000000 Penalty: 3998.029053
	Iteration 138Q: 3 clusters Score -2.011546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211842 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -20115460.000000 Penalty: 3998.029053
	Iteration 139Q: 3 clusters Score -2.011546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211871 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -20115474.000000 Penalty: 3998.029053
	Iteration 140F: 3 clusters Score -2.011547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211886 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -20115456.000000 Penalty: 3998.029053
	Iteration 141Q: 3 clusters Score -2.011546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211903 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -20115474.000000 Penalty: 3998.029053
	Iteration 142Q: 3 clusters Score -2.011547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211919 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -20115468.000000 Penalty: 3998.029053
	Iteration 143Q: 3 clusters Score -2.011547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211937 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -20115470.000000 Penalty: 3998.029053
	Iteration 144Q: 3 clusters Score -2.011547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211958 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -20115464.000000 Penalty: 3998.029053
	Iteration 145Q: 3 clusters Score -2.011546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211978 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -20115466.000000 Penalty: 3998.029053
	Iteration 146Q: 3 clusters Score -2.011547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211995 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -20115468.000000 Penalty: 3998.029053
	Iteration 147Q: 3 clusters Score -2.011547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212013 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -20115478.000000 Penalty: 3998.029053
	Iteration 148Q: 3 clusters Score -2.011548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212030 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -20115478.000000 Penalty: 3998.029053
	Iteration 149Q: 3 clusters Score -2.011548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212044 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -20115466.000000 Penalty: 3998.029053
	Iteration 150Q: 3 clusters Score -2.011547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212053 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -20115474.000000 Penalty: 3998.029053
	Iteration 151Q: 3 clusters Score -2.011547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212069 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -20115466.000000 Penalty: 3998.029053
	Iteration 152Q: 3 clusters Score -2.011547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212077 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -20115458.000000 Penalty: 3998.029053
	Iteration 153Q: 3 clusters Score -2.011546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212088 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -20115464.000000 Penalty: 3998.029053
	Iteration 154Q: 3 clusters Score -2.011546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212099 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -20115460.000000 Penalty: 3998.029053
	Iteration 155Q: 3 clusters Score -2.011546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212117 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -20115470.000000 Penalty: 3998.029053
	Iteration 156Q: 3 clusters Score -2.011547e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212141 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -20115472.000000 Penalty: 3998.029053
	Iteration 157Q: 3 clusters Score -2.011547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212167 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -20115472.000000 Penalty: 3998.029053
	Iteration 158Q: 3 clusters Score -2.011547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212184 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -20115448.000000 Penalty: 3998.029053
	Iteration 159Q: 3 clusters Score -2.011545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212203 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -20115456.000000 Penalty: 3998.029053
	Iteration 160F: 3 clusters Score -2.011546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212222 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -20115450.000000 Penalty: 3998.029053
	Iteration 161Q: 3 clusters Score -2.011545e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212245 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -20115462.000000 Penalty: 3998.029053
	Iteration 162Q: 3 clusters Score -2.011546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212264 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -20115486.000000 Penalty: 3998.029053
	Iteration 163Q: 3 clusters Score -2.011549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212278 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -20115464.000000 Penalty: 3998.029053
	Iteration 164Q: 3 clusters Score -2.011546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212293 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -20115454.000000 Penalty: 3998.029053
	Iteration 165Q: 3 clusters Score -2.011545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212307 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -20115446.000000 Penalty: 3998.029053
	Iteration 166Q: 3 clusters Score -2.011545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212317 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -20115466.000000 Penalty: 3998.029053
	Iteration 167Q: 3 clusters Score -2.011547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212324 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -20115466.000000 Penalty: 3998.029053
	Iteration 168Q: 3 clusters Score -2.011547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212335 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -20115462.000000 Penalty: 3998.029053
	Iteration 169Q: 3 clusters Score -2.011546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212345 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -20115460.000000 Penalty: 3998.029053
	Iteration 170Q: 3 clusters Score -2.011546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212353 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -20115444.000000 Penalty: 3998.029053
	Iteration 171Q: 3 clusters Score -2.011544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212361 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -20115438.000000 Penalty: 3998.029053
	Iteration 172Q: 3 clusters Score -2.011544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212367 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -20115442.000000 Penalty: 3998.029053
	Iteration 173Q: 3 clusters Score -2.011544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212370 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -20115450.000000 Penalty: 3998.029053
	Iteration 174Q: 3 clusters Score -2.011545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212373 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -20115440.000000 Penalty: 3998.029053
	Iteration 175Q: 3 clusters Score -2.011544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212374 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -20115442.000000 Penalty: 3998.029053
	Iteration 176Q: 3 clusters Score -2.011544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212374 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -20115442.000000 Penalty: 3998.029053
	Iteration 177F: 3 clusters Score -2.011544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 6741 members 
Mstep: Class 5 contains 20898 members 
Mstep: Class 6 contains 8396 members 
Mstep: Class 7 contains 63095 members 
Mstep: Class 8 contains 15325 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 1720 members 
Mstep: Class 11 contains 3108 members 
Mstep: Class 12 contains 7680 members 
Mstep: Class 13 contains 6079 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 212374 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 113989 members 
Mstep: Class 19 contains 7446 members 
Mstep: Class 20 contains 84750 members 
Mstep: Class 21 contains 1728 members 
Mstep: Class 22 contains 2689 members 
Entering Unmasked Estep 
Score: -53840072.000000 Penalty: 45368.945312
Splitting cluster 15 changes total score from -53833584.000000 to -53840072.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 17 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -204226.828125 Penalty: 1259.264893
	Iteration 0F: 2 clusters Score -204226.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -201988.015625 Penalty: 2518.529785
	Iteration 0F: 3 clusters Score -201988 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -202614.468750 Penalty: 2518.529785
	Iteration 1F: 3 clusters Score -202614.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -202817.265625 Penalty: 2518.529785
	Iteration 2F: 3 clusters Score -202817.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -202962.421875 Penalty: 2518.529785
	Iteration 3F: 3 clusters Score -202962.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -203071.312500 Penalty: 2518.529785
	Iteration 4F: 3 clusters Score -203071.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -203165.843750 Penalty: 2518.529785
	Iteration 5Q: 3 clusters Score -203165.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -203236.984375 Penalty: 2518.529785
	Iteration 6Q: 3 clusters Score -203237 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -203307.671875 Penalty: 2518.529785
	Iteration 7Q: 3 clusters Score -203307.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -203354.109375 Penalty: 2518.529785
	Iteration 8Q: 3 clusters Score -203354.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -203397.078125 Penalty: 2518.529785
	Iteration 9Q: 3 clusters Score -203397.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -203429.390625 Penalty: 2518.529785
	Iteration 10Q: 3 clusters Score -203429.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -203446.765625 Penalty: 2518.529785
	Iteration 11Q: 3 clusters Score -203446.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -203458.312500 Penalty: 2518.529785
	Iteration 12Q: 3 clusters Score -203458.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -203467.750000 Penalty: 2518.529785
	Iteration 13Q: 3 clusters Score -203467.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -203476.156250 Penalty: 2518.529785
	Iteration 14Q: 3 clusters Score -203476.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -203481.781250 Penalty: 2518.529785
	Iteration 15Q: 3 clusters Score -203481.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -203488.671875 Penalty: 2518.529785
	Iteration 16Q: 3 clusters Score -203488.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -203496.687500 Penalty: 2518.529785
	Iteration 17Q: 3 clusters Score -203496.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -203504.187500 Penalty: 2518.529785
	Iteration 18Q: 3 clusters Score -203504.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -203509.359375 Penalty: 2518.529785
	Iteration 19Q: 3 clusters Score -203509.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -203511.171875 Penalty: 2518.529785
	Iteration 20F: 3 clusters Score -203511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -203511.531250 Penalty: 2518.529785
	Iteration 21Q: 3 clusters Score -203511.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -203512.531250 Penalty: 2518.529785
	Iteration 22Q: 3 clusters Score -203512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -203512.984375 Penalty: 2518.529785
	Iteration 23Q: 3 clusters Score -203513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -203512.984375 Penalty: 2518.529785
	Iteration 24F: 3 clusters Score -203513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (113989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113989 members 
Entering Unmasked Estep 
Score: -11185736.000000 Penalty: 1892.126709
	Iteration 0F: 2 clusters Score -1.118574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -11117250.000000 Penalty: 3784.253418
	Iteration 0F: 3 clusters Score -1.111725e+07 nChanged 55114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -11148960.000000 Penalty: 3784.253418
	Iteration 1F: 3 clusters Score -1.114896e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -11149751.000000 Penalty: 3784.253418
	Iteration 2Q: 3 clusters Score -1.114975e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -11150861.000000 Penalty: 3784.253418
	Iteration 3Q: 3 clusters Score -1.115086e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -11152438.000000 Penalty: 3784.253418
	Iteration 4Q: 3 clusters Score -1.115244e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -11154735.000000 Penalty: 3784.253418
	Iteration 5Q: 3 clusters Score -1.115474e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -11158140.000000 Penalty: 3784.253418
	Iteration 6F: 3 clusters Score -1.115814e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -11162512.000000 Penalty: 3784.253418
	Iteration 7F: 3 clusters Score -1.116251e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -11167141.000000 Penalty: 3784.253418
	Iteration 8F: 3 clusters Score -1.116714e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -11171151.000000 Penalty: 3784.253418
	Iteration 9F: 3 clusters Score -1.117115e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -11173841.000000 Penalty: 3784.253418
	Iteration 10Q: 3 clusters Score -1.117384e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -11175666.000000 Penalty: 3784.253418
	Iteration 11Q: 3 clusters Score -1.117567e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -11176685.000000 Penalty: 3784.253418
	Iteration 12Q: 3 clusters Score -1.117668e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
Score: -11177305.000000 Penalty: 3784.253418
	Iteration 13Q: 3 clusters Score -1.11773e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 85708 members 
Entering Unmasked Estep 
Score: -11177665.000000 Penalty: 3784.253418
	Iteration 14Q: 3 clusters Score -1.117766e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -11177884.000000 Penalty: 3784.253418
	Iteration 15Q: 3 clusters Score -1.117788e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -11178068.000000 Penalty: 3784.253418
	Iteration 16Q: 3 clusters Score -1.117807e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 87730 members 
Entering Unmasked Estep 
Score: -11178222.000000 Penalty: 3784.253418
	Iteration 17Q: 3 clusters Score -1.117822e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -11178296.000000 Penalty: 3784.253418
	Iteration 18Q: 3 clusters Score -1.11783e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -11178262.000000 Penalty: 3784.253418
	Iteration 19Q: 3 clusters Score -1.117826e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -11178332.000000 Penalty: 3784.253418
	Iteration 20F: 3 clusters Score -1.117833e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 89502 members 
Entering Unmasked Estep 
Score: -11178331.000000 Penalty: 3784.253418
	Iteration 21Q: 3 clusters Score -1.117833e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 89750 members 
Entering Unmasked Estep 
Score: -11178345.000000 Penalty: 3784.253418
	Iteration 22Q: 3 clusters Score -1.117834e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 90008 members 
Entering Unmasked Estep 
Score: -11178381.000000 Penalty: 3784.253418
	Iteration 23Q: 3 clusters Score -1.117838e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -11178438.000000 Penalty: 3784.253418
	Iteration 24Q: 3 clusters Score -1.117844e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -11178485.000000 Penalty: 3784.253418
	Iteration 25Q: 3 clusters Score -1.117848e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -11178524.000000 Penalty: 3784.253418
	Iteration 26Q: 3 clusters Score -1.117852e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 90766 members 
Entering Unmasked Estep 
Score: -11178553.000000 Penalty: 3784.253418
	Iteration 27Q: 3 clusters Score -1.117855e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 90868 members 
Entering Unmasked Estep 
Score: -11178600.000000 Penalty: 3784.253418
	Iteration 28Q: 3 clusters Score -1.11786e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 90916 members 
Entering Unmasked Estep 
Score: -11178617.000000 Penalty: 3784.253418
	Iteration 29Q: 3 clusters Score -1.117862e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 90906 members 
Entering Unmasked Estep 
Score: -11178577.000000 Penalty: 3784.253418
	Iteration 30Q: 3 clusters Score -1.117858e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 90896 members 
Entering Unmasked Estep 
Score: -11178595.000000 Penalty: 3784.253418
	Iteration 31Q: 3 clusters Score -1.11786e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 90878 members 
Entering Unmasked Estep 
Score: -11178589.000000 Penalty: 3784.253418
	Iteration 32Q: 3 clusters Score -1.117859e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -11178606.000000 Penalty: 3784.253418
	Iteration 33Q: 3 clusters Score -1.117861e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 90760 members 
Entering Unmasked Estep 
Score: -11178586.000000 Penalty: 3784.253418
	Iteration 34Q: 3 clusters Score -1.117859e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 90685 members 
Entering Unmasked Estep 
Score: -11178608.000000 Penalty: 3784.253418
	Iteration 35Q: 3 clusters Score -1.117861e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -11178618.000000 Penalty: 3784.253418
	Iteration 36Q: 3 clusters Score -1.117862e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -11178646.000000 Penalty: 3784.253418
	Iteration 37Q: 3 clusters Score -1.117865e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -11178642.000000 Penalty: 3784.253418
	Iteration 38Q: 3 clusters Score -1.117864e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -11178650.000000 Penalty: 3784.253418
	Iteration 39Q: 3 clusters Score -1.117865e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -11178637.000000 Penalty: 3784.253418
	Iteration 40F: 3 clusters Score -1.117864e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
Score: -11178681.000000 Penalty: 3784.253418
	Iteration 41Q: 3 clusters Score -1.117868e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 89766 members 
Entering Unmasked Estep 
Score: -11178682.000000 Penalty: 3784.253418
	Iteration 42Q: 3 clusters Score -1.117868e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -11178755.000000 Penalty: 3784.253418
	Iteration 43Q: 3 clusters Score -1.117876e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 89177 members 
Entering Unmasked Estep 
Score: -11178832.000000 Penalty: 3784.253418
	Iteration 44Q: 3 clusters Score -1.117883e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -11178854.000000 Penalty: 3784.253418
	Iteration 45Q: 3 clusters Score -1.117885e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -11178937.000000 Penalty: 3784.253418
	Iteration 46Q: 3 clusters Score -1.117894e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -11179003.000000 Penalty: 3784.253418
	Iteration 47Q: 3 clusters Score -1.1179e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -11179036.000000 Penalty: 3784.253418
	Iteration 48Q: 3 clusters Score -1.117904e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -11179080.000000 Penalty: 3784.253418
	Iteration 49Q: 3 clusters Score -1.117908e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -11179129.000000 Penalty: 3784.253418
	Iteration 50Q: 3 clusters Score -1.117913e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -11179305.000000 Penalty: 3784.253418
	Iteration 51Q: 3 clusters Score -1.11793e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -11179369.000000 Penalty: 3784.253418
	Iteration 52Q: 3 clusters Score -1.117937e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -11179483.000000 Penalty: 3784.253418
	Iteration 53Q: 3 clusters Score -1.117948e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 84458 members 
Entering Unmasked Estep 
Score: -11179542.000000 Penalty: 3784.253418
	Iteration 54Q: 3 clusters Score -1.117954e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -11179580.000000 Penalty: 3784.253418
	Iteration 55Q: 3 clusters Score -1.117958e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -11179730.000000 Penalty: 3784.253418
	Iteration 56Q: 3 clusters Score -1.117973e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -11179862.000000 Penalty: 3784.253418
	Iteration 57Q: 3 clusters Score -1.117986e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 81827 members 
Entering Unmasked Estep 
Score: -11179952.000000 Penalty: 3784.253418
	Iteration 58Q: 3 clusters Score -1.117995e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 81087 members 
Entering Unmasked Estep 
Score: -11180058.000000 Penalty: 3784.253418
	Iteration 59Q: 3 clusters Score -1.118006e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -11180240.000000 Penalty: 3784.253418
	Iteration 60F: 3 clusters Score -1.118024e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -11180391.000000 Penalty: 3784.253418
	Iteration 61Q: 3 clusters Score -1.118039e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -11180556.000000 Penalty: 3784.253418
	Iteration 62Q: 3 clusters Score -1.118056e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -11180756.000000 Penalty: 3784.253418
	Iteration 63Q: 3 clusters Score -1.118076e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -11181060.000000 Penalty: 3784.253418
	Iteration 64Q: 3 clusters Score -1.118106e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -11181414.000000 Penalty: 3784.253418
	Iteration 65Q: 3 clusters Score -1.118141e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -11181684.000000 Penalty: 3784.253418
	Iteration 66Q: 3 clusters Score -1.118168e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -11182102.000000 Penalty: 3784.253418
	Iteration 67Q: 3 clusters Score -1.11821e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -11182564.000000 Penalty: 3784.253418
	Iteration 68Q: 3 clusters Score -1.118256e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -11183069.000000 Penalty: 3784.253418
	Iteration 69Q: 3 clusters Score -1.118307e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -11183657.000000 Penalty: 3784.253418
	Iteration 70Q: 3 clusters Score -1.118366e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 65685 members 
Entering Unmasked Estep 
Score: -11184420.000000 Penalty: 3784.253418
	Iteration 71Q: 3 clusters Score -1.118442e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -11185092.000000 Penalty: 3784.253418
	Iteration 72Q: 3 clusters Score -1.118509e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -11185701.000000 Penalty: 3784.253418
	Iteration 73Q: 3 clusters Score -1.11857e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -11186329.000000 Penalty: 3784.253418
	Iteration 74Q: 3 clusters Score -1.118633e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -11186937.000000 Penalty: 3784.253418
	Iteration 75Q: 3 clusters Score -1.118694e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -11187579.000000 Penalty: 3784.253418
	Iteration 76Q: 3 clusters Score -1.118758e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -11188063.000000 Penalty: 3784.253418
	Iteration 77Q: 3 clusters Score -1.118806e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -11188578.000000 Penalty: 3784.253418
	Iteration 78Q: 3 clusters Score -1.118858e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -11188976.000000 Penalty: 3784.253418
	Iteration 79Q: 3 clusters Score -1.118898e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -11189701.000000 Penalty: 3784.253418
	Iteration 80F: 3 clusters Score -1.11897e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -11190309.000000 Penalty: 3784.253418
	Iteration 81Q: 3 clusters Score -1.119031e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -11190765.000000 Penalty: 3784.253418
	Iteration 82Q: 3 clusters Score -1.119076e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -11191146.000000 Penalty: 3784.253418
	Iteration 83Q: 3 clusters Score -1.119115e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -11191444.000000 Penalty: 3784.253418
	Iteration 84Q: 3 clusters Score -1.119144e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -11191685.000000 Penalty: 3784.253418
	Iteration 85Q: 3 clusters Score -1.119168e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70796 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -11191900.000000 Penalty: 3784.253418
	Iteration 86Q: 3 clusters Score -1.11919e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -11192001.000000 Penalty: 3784.253418
	Iteration 87Q: 3 clusters Score -1.1192e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -11192152.000000 Penalty: 3784.253418
	Iteration 88Q: 3 clusters Score -1.119215e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -11192263.000000 Penalty: 3784.253418
	Iteration 89Q: 3 clusters Score -1.119226e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -11192376.000000 Penalty: 3784.253418
	Iteration 90Q: 3 clusters Score -1.119238e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -11192488.000000 Penalty: 3784.253418
	Iteration 91Q: 3 clusters Score -1.119249e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -11192568.000000 Penalty: 3784.253418
	Iteration 92Q: 3 clusters Score -1.119257e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -11192598.000000 Penalty: 3784.253418
	Iteration 93Q: 3 clusters Score -1.11926e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -11192623.000000 Penalty: 3784.253418
	Iteration 94Q: 3 clusters Score -1.119262e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -11192623.000000 Penalty: 3784.253418
	Iteration 95Q: 3 clusters Score -1.119262e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -11192650.000000 Penalty: 3784.253418
	Iteration 96Q: 3 clusters Score -1.119265e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -11192675.000000 Penalty: 3784.253418
	Iteration 97Q: 3 clusters Score -1.119268e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -11192663.000000 Penalty: 3784.253418
	Iteration 98Q: 3 clusters Score -1.119266e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -11192707.000000 Penalty: 3784.253418
	Iteration 99Q: 3 clusters Score -1.119271e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -11192702.000000 Penalty: 3784.253418
	Iteration 100F: 3 clusters Score -1.11927e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -11192711.000000 Penalty: 3784.253418
	Iteration 101Q: 3 clusters Score -1.119271e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -11192693.000000 Penalty: 3784.253418
	Iteration 102Q: 3 clusters Score -1.119269e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -11192717.000000 Penalty: 3784.253418
	Iteration 103Q: 3 clusters Score -1.119272e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76704 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -11192735.000000 Penalty: 3784.253418
	Iteration 104Q: 3 clusters Score -1.119274e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -11192723.000000 Penalty: 3784.253418
	Iteration 105Q: 3 clusters Score -1.119272e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -11192710.000000 Penalty: 3784.253418
	Iteration 106Q: 3 clusters Score -1.119271e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -11192705.000000 Penalty: 3784.253418
	Iteration 107Q: 3 clusters Score -1.11927e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -11192699.000000 Penalty: 3784.253418
	Iteration 108Q: 3 clusters Score -1.11927e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -11192710.000000 Penalty: 3784.253418
	Iteration 109Q: 3 clusters Score -1.119271e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -11192718.000000 Penalty: 3784.253418
	Iteration 110Q: 3 clusters Score -1.119272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -11192712.000000 Penalty: 3784.253418
	Iteration 111Q: 3 clusters Score -1.119271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -11192716.000000 Penalty: 3784.253418
	Iteration 112Q: 3 clusters Score -1.119272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -11192723.000000 Penalty: 3784.253418
	Iteration 113Q: 3 clusters Score -1.119272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -11192730.000000 Penalty: 3784.253418
	Iteration 114Q: 3 clusters Score -1.119273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -11192737.000000 Penalty: 3784.253418
	Iteration 115Q: 3 clusters Score -1.119274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -11192745.000000 Penalty: 3784.253418
	Iteration 116Q: 3 clusters Score -1.119274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -11192741.000000 Penalty: 3784.253418
	Iteration 117Q: 3 clusters Score -1.119274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -11192743.000000 Penalty: 3784.253418
	Iteration 118Q: 3 clusters Score -1.119274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -11192741.000000 Penalty: 3784.253418
	Iteration 119Q: 3 clusters Score -1.119274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -11192753.000000 Penalty: 3784.253418
	Iteration 120F: 3 clusters Score -1.119275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77021 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -11192753.000000 Penalty: 3784.253418
	Iteration 121Q: 3 clusters Score -1.119275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -11192746.000000 Penalty: 3784.253418
	Iteration 122Q: 3 clusters Score -1.119275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -11192762.000000 Penalty: 3784.253418
	Iteration 123Q: 3 clusters Score -1.119276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -11192766.000000 Penalty: 3784.253418
	Iteration 124Q: 3 clusters Score -1.119277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -11192760.000000 Penalty: 3784.253418
	Iteration 125Q: 3 clusters Score -1.119276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -11192754.000000 Penalty: 3784.253418
	Iteration 126Q: 3 clusters Score -1.119275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -11192760.000000 Penalty: 3784.253418
	Iteration 127Q: 3 clusters Score -1.119276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -11192767.000000 Penalty: 3784.253418
	Iteration 128Q: 3 clusters Score -1.119277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -11192772.000000 Penalty: 3784.253418
	Iteration 129Q: 3 clusters Score -1.119277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -11192771.000000 Penalty: 3784.253418
	Iteration 130Q: 3 clusters Score -1.119277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -11192765.000000 Penalty: 3784.253418
	Iteration 131Q: 3 clusters Score -1.119276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -11192766.000000 Penalty: 3784.253418
	Iteration 132Q: 3 clusters Score -1.119277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -11192773.000000 Penalty: 3784.253418
	Iteration 133Q: 3 clusters Score -1.119277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -11192777.000000 Penalty: 3784.253418
	Iteration 134Q: 3 clusters Score -1.119278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -11192767.000000 Penalty: 3784.253418
	Iteration 135Q: 3 clusters Score -1.119277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -11192767.000000 Penalty: 3784.253418
	Iteration 136F: 3 clusters Score -1.119277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 6741 members 
Mstep: Class 5 contains 20898 members 
Mstep: Class 6 contains 8396 members 
Mstep: Class 7 contains 63095 members 
Mstep: Class 8 contains 15325 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 1720 members 
Mstep: Class 11 contains 3108 members 
Mstep: Class 12 contains 7680 members 
Mstep: Class 13 contains 6079 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 212374 members 
Mstep: Class 16 contains 36885 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 77104 members 
Mstep: Class 19 contains 7446 members 
Mstep: Class 20 contains 84750 members 
Mstep: Class 21 contains 1728 members 
Mstep: Class 22 contains 2689 members 
Entering Unmasked Estep 
Score: -53847032.000000 Penalty: 47529.371094
Splitting cluster 18 changes total score from -53833584.000000 to -53847032.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 19 (7446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Entering Unmasked Estep 
Score: -662904.937500 Penalty: 1448.757690
	Iteration 0F: 2 clusters Score -662904.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -657394.687500 Penalty: 2897.515381
	Iteration 0F: 3 clusters Score -657394.7 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -659109.250000 Penalty: 2897.515381
	Iteration 1F: 3 clusters Score -659109.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -659449.375000 Penalty: 2897.515381
	Iteration 2F: 3 clusters Score -659449.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -659870.312500 Penalty: 2897.515381
	Iteration 3F: 3 clusters Score -659870.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -660397.937500 Penalty: 2897.515381
	Iteration 4F: 3 clusters Score -660397.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -660953.187500 Penalty: 2897.515381
	Iteration 5F: 3 clusters Score -660953.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -661407.500000 Penalty: 2897.515381
	Iteration 6F: 3 clusters Score -661407.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -661770.187500 Penalty: 2897.515381
	Iteration 7F: 3 clusters Score -661770.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -662033.875000 Penalty: 2897.515381
	Iteration 8Q: 3 clusters Score -662033.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -662213.937500 Penalty: 2897.515381
	Iteration 9Q: 3 clusters Score -662213.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -662330.250000 Penalty: 2897.515381
	Iteration 10Q: 3 clusters Score -662330.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -662428.062500 Penalty: 2897.515381
	Iteration 11Q: 3 clusters Score -662428.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -662506.312500 Penalty: 2897.515381
	Iteration 12Q: 3 clusters Score -662506.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -662559.000000 Penalty: 2897.515381
	Iteration 13Q: 3 clusters Score -662559 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -662595.000000 Penalty: 2897.515381
	Iteration 14Q: 3 clusters Score -662595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -662622.625000 Penalty: 2897.515381
	Iteration 15Q: 3 clusters Score -662622.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -662644.937500 Penalty: 2897.515381
	Iteration 16Q: 3 clusters Score -662644.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -662662.125000 Penalty: 2897.515381
	Iteration 17Q: 3 clusters Score -662662.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -662675.312500 Penalty: 2897.515381
	Iteration 18Q: 3 clusters Score -662675.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -662688.187500 Penalty: 2897.515381
	Iteration 19Q: 3 clusters Score -662688.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -662694.000000 Penalty: 2897.515381
	Iteration 20F: 3 clusters Score -662694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -662700.187500 Penalty: 2897.515381
	Iteration 21Q: 3 clusters Score -662700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -662706.375000 Penalty: 2897.515381
	Iteration 22Q: 3 clusters Score -662706.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -662711.187500 Penalty: 2897.515381
	Iteration 23Q: 3 clusters Score -662711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -662714.187500 Penalty: 2897.515381
	Iteration 24Q: 3 clusters Score -662714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -662716.250000 Penalty: 2897.515381
	Iteration 25Q: 3 clusters Score -662716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -662716.312500 Penalty: 2897.515381
	Iteration 26Q: 3 clusters Score -662716.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -662718.187500 Penalty: 2897.515381
	Iteration 27Q: 3 clusters Score -662718.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -662718.187500 Penalty: 2897.515381
	Iteration 28F: 3 clusters Score -662718.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (84750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Entering Unmasked Estep 
Score: -7785759.500000 Penalty: 1843.962402
	Iteration 0F: 2 clusters Score -7785760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -7729173.500000 Penalty: 3687.924805
	Iteration 0F: 3 clusters Score -7729174 nChanged 40410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -7753064.500000 Penalty: 3687.924805
	Iteration 1F: 3 clusters Score -7753064 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -7754043.500000 Penalty: 3687.924805
	Iteration 2Q: 3 clusters Score -7754044 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -7755375.000000 Penalty: 3687.924805
	Iteration 3Q: 3 clusters Score -7755375 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -7757084.500000 Penalty: 3687.924805
	Iteration 4Q: 3 clusters Score -7757084 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -7759374.000000 Penalty: 3687.924805
	Iteration 5F: 3 clusters Score -7759374 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -7762199.500000 Penalty: 3687.924805
	Iteration 6F: 3 clusters Score -7762200 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -7765506.000000 Penalty: 3687.924805
	Iteration 7F: 3 clusters Score -7765506 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -7769180.000000 Penalty: 3687.924805
	Iteration 8F: 3 clusters Score -7769180 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -7773092.500000 Penalty: 3687.924805
	Iteration 9F: 3 clusters Score -7773092 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 77053 members 
Entering Unmasked Estep 
Score: -7776964.000000 Penalty: 3687.924805
	Iteration 10F: 3 clusters Score -7776964 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -7780184.500000 Penalty: 3687.924805
	Iteration 11Q: 3 clusters Score -7780184 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -7782386.500000 Penalty: 3687.924805
	Iteration 12Q: 3 clusters Score -7782386 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -7783458.500000 Penalty: 3687.924805
	Iteration 13Q: 3 clusters Score -7783458 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
Score: -7783818.000000 Penalty: 3687.924805
	Iteration 14Q: 3 clusters Score -7783818 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -7783974.500000 Penalty: 3687.924805
	Iteration 15Q: 3 clusters Score -7783974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -7784038.500000 Penalty: 3687.924805
	Iteration 16Q: 3 clusters Score -7784038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 84583 members 
Entering Unmasked Estep 
Score: -7784065.000000 Penalty: 3687.924805
	Iteration 17Q: 3 clusters Score -7784065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
Score: -7784076.500000 Penalty: 3687.924805
	Iteration 18Q: 3 clusters Score -7784076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -7784078.000000 Penalty: 3687.924805
	Iteration 19Q: 3 clusters Score -7784078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 84595 members 
Entering Unmasked Estep 
Score: -7784088.500000 Penalty: 3687.924805
	Iteration 20F: 3 clusters Score -7784088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -7784094.500000 Penalty: 3687.924805
	Iteration 21Q: 3 clusters Score -7784094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -7784094.500000 Penalty: 3687.924805
	Iteration 22F: 3 clusters Score -7784094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -153234.250000 Penalty: 1211.391968
	Iteration 0F: 2 clusters Score -153234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -151322.109375 Penalty: 2422.783936
	Iteration 0F: 3 clusters Score -151322.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -151742.390625 Penalty: 2422.783936
	Iteration 1F: 3 clusters Score -151742.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -151870.218750 Penalty: 2422.783936
	Iteration 2F: 3 clusters Score -151870.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -151963.015625 Penalty: 2422.783936
	Iteration 3F: 3 clusters Score -151963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152021.687500 Penalty: 2422.783936
	Iteration 4Q: 3 clusters Score -152021.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152065.921875 Penalty: 2422.783936
	Iteration 5Q: 3 clusters Score -152065.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152092.296875 Penalty: 2422.783936
	Iteration 6Q: 3 clusters Score -152092.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -152121.750000 Penalty: 2422.783936
	Iteration 7Q: 3 clusters Score -152121.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152163.406250 Penalty: 2422.783936
	Iteration 8Q: 3 clusters Score -152163.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -152221.781250 Penalty: 2422.783936
	Iteration 9Q: 3 clusters Score -152221.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -152299.812500 Penalty: 2422.783936
	Iteration 10Q: 3 clusters Score -152299.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -152390.500000 Penalty: 2422.783936
	Iteration 11Q: 3 clusters Score -152390.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152580.328125 Penalty: 2422.783936
	Iteration 12F: 3 clusters Score -152580.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -152883.953125 Penalty: 2422.783936
	Iteration 13F: 3 clusters Score -152884 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -153109.703125 Penalty: 2422.783936
	Iteration 14F: 3 clusters Score -153109.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -153246.500000 Penalty: 2422.783936
	Iteration 15F: 3 clusters Score -153246.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -153328.796875 Penalty: 2422.783936
	Iteration 16Q: 3 clusters Score -153328.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -153389.640625 Penalty: 2422.783936
	Iteration 17Q: 3 clusters Score -153389.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -153448.296875 Penalty: 2422.783936
	Iteration 18Q: 3 clusters Score -153448.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -153476.093750 Penalty: 2422.783936
	Iteration 19Q: 3 clusters Score -153476.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -153486.781250 Penalty: 2422.783936
	Iteration 20F: 3 clusters Score -153486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -153492.421875 Penalty: 2422.783936
	Iteration 21Q: 3 clusters Score -153492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -153495.390625 Penalty: 2422.783936
	Iteration 22Q: 3 clusters Score -153495.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -153498.031250 Penalty: 2422.783936
	Iteration 23Q: 3 clusters Score -153498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -153500.250000 Penalty: 2422.783936
	Iteration 24Q: 3 clusters Score -153500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -153502.640625 Penalty: 2422.783936
	Iteration 25Q: 3 clusters Score -153502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -153503.187500 Penalty: 2422.783936
	Iteration 26Q: 3 clusters Score -153503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -153503.796875 Penalty: 2422.783936
	Iteration 27Q: 3 clusters Score -153503.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -153505.281250 Penalty: 2422.783936
	Iteration 28Q: 3 clusters Score -153505.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -153507.093750 Penalty: 2422.783936
	Iteration 29Q: 3 clusters Score -153507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -153507.250000 Penalty: 2422.783936
	Iteration 30Q: 3 clusters Score -153507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -153507.250000 Penalty: 2422.783936
	Iteration 31F: 3 clusters Score -153507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 6741 members 
Mstep: Class 5 contains 20898 members 
Mstep: Class 6 contains 8396 members 
Mstep: Class 7 contains 63095 members 
Mstep: Class 8 contains 15325 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 1720 members 
Mstep: Class 11 contains 3108 members 
Mstep: Class 12 contains 7680 members 
Mstep: Class 13 contains 6079 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 212374 members 
Mstep: Class 16 contains 36885 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 77104 members 
Mstep: Class 19 contains 7446 members 
Mstep: Class 20 contains 84750 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 2689 members 
Mstep: Class 23 contains 1176 members 
Entering Unmasked Estep 
Score: -53846324.000000 Penalty: 49689.800781
Splitting cluster 21 changes total score from -53833584.000000 to -53846324.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 22 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -220803.984375 Penalty: 1283.250244
	Iteration 0F: 2 clusters Score -220804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -218478.578125 Penalty: 2566.500488
	Iteration 0F: 3 clusters Score -218478.6 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -219645.328125 Penalty: 2566.500488
	Iteration 1F: 3 clusters Score -219645.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -220577.500000 Penalty: 2566.500488
	Iteration 2F: 3 clusters Score -220577.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -221450.203125 Penalty: 2566.500488
	Iteration 3F: 3 clusters Score -221450.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -221906.359375 Penalty: 2566.500488
	Iteration 4F: 3 clusters Score -221906.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -222041.765625 Penalty: 2566.500488
	Iteration 5Q: 3 clusters Score -222041.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -222118.937500 Penalty: 2566.500488
	Iteration 6Q: 3 clusters Score -222118.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -222133.781250 Penalty: 2566.500488
	Iteration 7Q: 3 clusters Score -222133.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -222139.250000 Penalty: 2566.500488
	Iteration 8Q: 3 clusters Score -222139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -222139.578125 Penalty: 2566.500488
	Iteration 9Q: 3 clusters Score -222139.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -222139.578125 Penalty: 2566.500488
	Iteration 10F: 3 clusters Score -222139.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 6741 members 
Mstep: Class 5 contains 20898 members 
Mstep: Class 6 contains 8396 members 
Mstep: Class 7 contains 63095 members 
Mstep: Class 8 contains 15325 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 1720 members 
Mstep: Class 11 contains 3108 members 
Mstep: Class 12 contains 7680 members 
Mstep: Class 13 contains 6079 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 212374 members 
Mstep: Class 16 contains 36885 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 77104 members 
Mstep: Class 19 contains 7446 members 
Mstep: Class 20 contains 84750 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 1738 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 951 members 
Entering Unmasked Estep 
Score: -53846572.000000 Penalty: 51850.226562
Splitting cluster 22 changes total score from -53833584.000000 to -53846572.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 6741 members 
Mstep: Class 5 contains 20898 members 
Mstep: Class 6 contains 8396 members 
Mstep: Class 8 contains 15325 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 1720 members 
Mstep: Class 13 contains 6079 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 212374 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 77104 members 
Mstep: Class 19 contains 7446 members 
Mstep: Class 20 contains 84750 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849744.000000 Penalty: 51850.226562
Iteration 39Q: 25 clusters Score -5.384974e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6702 members 
Mstep: Class 3 contains 11338 members 
Mstep: Class 4 contains 6822 members 
Mstep: Class 5 contains 20909 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 7 contains 62228 members 
Mstep: Class 8 contains 15402 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 1788 members 
Mstep: Class 11 contains 2999 members 
Mstep: Class 12 contains 7758 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 212830 members 
Mstep: Class 16 contains 36637 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 77168 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 84866 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 1831 members 
Mstep: Class 23 contains 1171 members 
Mstep: Class 24 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53852120.000000 Penalty: 51850.226562
Iteration 40F: 25 clusters Score -5.385212e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6762 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 6898 members 
Mstep: Class 5 contains 20887 members 
Mstep: Class 6 contains 8452 members 
Mstep: Class 7 contains 63156 members 
Mstep: Class 8 contains 15314 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 1717 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 7956 members 
Mstep: Class 13 contains 5869 members 
Mstep: Class 14 contains 6030 members 
Mstep: Class 15 contains 212099 members 
Mstep: Class 16 contains 36713 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 18 contains 76974 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 20 contains 84938 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 1825 members 
Mstep: Class 23 contains 1190 members 
Mstep: Class 24 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853012.000000 Penalty: 51850.226562
Iteration 41Q: 25 clusters Score -5.385301e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6782 members 
Mstep: Class 3 contains 11242 members 
Mstep: Class 4 contains 6973 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 6 contains 8495 members 
Mstep: Class 7 contains 63716 members 
Mstep: Class 8 contains 15272 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 1696 members 
Mstep: Class 11 contains 3439 members 
Mstep: Class 12 contains 8080 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 6024 members 
Mstep: Class 15 contains 211617 members 
Mstep: Class 16 contains 36672 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 18 contains 76892 members 
Mstep: Class 19 contains 6950 members 
Mstep: Class 20 contains 85015 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853196.000000 Penalty: 51850.226562
Iteration 42Q: 25 clusters Score -5.38532e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6785 members 
Mstep: Class 3 contains 11253 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 20843 members 
Mstep: Class 6 contains 8543 members 
Mstep: Class 7 contains 64132 members 
Mstep: Class 8 contains 15241 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 11 contains 3546 members 
Mstep: Class 12 contains 8185 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 6025 members 
Mstep: Class 15 contains 211169 members 
Mstep: Class 16 contains 36605 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 76861 members 
Mstep: Class 19 contains 6820 members 
Mstep: Class 20 contains 85074 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 1271 members 
Mstep: Class 24 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853464.000000 Penalty: 51850.226562
Iteration 43Q: 25 clusters Score -5.385346e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6788 members 
Mstep: Class 3 contains 11272 members 
Mstep: Class 4 contains 7105 members 
Mstep: Class 5 contains 20841 members 
Mstep: Class 6 contains 8579 members 
Mstep: Class 7 contains 64441 members 
Mstep: Class 8 contains 15230 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 3630 members 
Mstep: Class 12 contains 8312 members 
Mstep: Class 13 contains 5706 members 
Mstep: Class 14 contains 6030 members 
Mstep: Class 15 contains 210789 members 
Mstep: Class 16 contains 36548 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 76834 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 85124 members 
Mstep: Class 21 contains 485 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853632.000000 Penalty: 51850.226562
Iteration 44Q: 25 clusters Score -5.385363e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6788 members 
Mstep: Class 3 contains 11286 members 
Mstep: Class 4 contains 7166 members 
Mstep: Class 5 contains 20837 members 
Mstep: Class 6 contains 8609 members 
Mstep: Class 7 contains 64659 members 
Mstep: Class 8 contains 15229 members 
Mstep: Class 9 contains 9018 members 
Mstep: Class 10 contains 1679 members 
Mstep: Class 11 contains 3697 members 
Mstep: Class 12 contains 8450 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 210448 members 
Mstep: Class 16 contains 36502 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 76800 members 
Mstep: Class 19 contains 6674 members 
Mstep: Class 20 contains 85164 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853948.000000 Penalty: 51850.226562
Iteration 45Q: 25 clusters Score -5.385395e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6788 members 
Mstep: Class 3 contains 11298 members 
Mstep: Class 4 contains 7219 members 
Mstep: Class 5 contains 20830 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 15230 members 
Mstep: Class 9 contains 9013 members 
Mstep: Class 10 contains 1679 members 
Mstep: Class 11 contains 3738 members 
Mstep: Class 12 contains 8588 members 
Mstep: Class 13 contains 5656 members 
Mstep: Class 14 contains 6033 members 
Mstep: Class 15 contains 210118 members 
Mstep: Class 16 contains 36453 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 76783 members 
Mstep: Class 19 contains 6637 members 
Mstep: Class 20 contains 85191 members 
Mstep: Class 21 contains 437 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 1392 members 
Mstep: Class 24 contains 1009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53853988.000000 Penalty: 51850.226562
Iteration 46Q: 25 clusters Score -5.385399e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 11313 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 20833 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 64965 members 
Mstep: Class 8 contains 15237 members 
Mstep: Class 9 contains 9018 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 8732 members 
Mstep: Class 13 contains 5636 members 
Mstep: Class 14 contains 6042 members 
Mstep: Class 15 contains 209829 members 
Mstep: Class 16 contains 36416 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 76771 members 
Mstep: Class 19 contains 6610 members 
Mstep: Class 20 contains 85215 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 1013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854020.000000 Penalty: 51850.226562
Iteration 47Q: 25 clusters Score -5.385402e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 11314 members 
Mstep: Class 4 contains 7295 members 
Mstep: Class 5 contains 20824 members 
Mstep: Class 6 contains 8687 members 
Mstep: Class 7 contains 65072 members 
Mstep: Class 8 contains 15246 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 1682 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 8865 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 6038 members 
Mstep: Class 15 contains 209567 members 
Mstep: Class 16 contains 36383 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 18 contains 76769 members 
Mstep: Class 19 contains 6592 members 
Mstep: Class 20 contains 85243 members 
Mstep: Class 21 contains 424 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 1421 members 
Mstep: Class 24 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854200.000000 Penalty: 51850.226562
Iteration 48Q: 25 clusters Score -5.38542e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6789 members 
Mstep: Class 3 contains 11319 members 
Mstep: Class 4 contains 7335 members 
Mstep: Class 5 contains 20818 members 
Mstep: Class 6 contains 8710 members 
Mstep: Class 7 contains 65149 members 
Mstep: Class 8 contains 15263 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 1679 members 
Mstep: Class 11 contains 3807 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 5594 members 
Mstep: Class 14 contains 6045 members 
Mstep: Class 15 contains 209315 members 
Mstep: Class 16 contains 36360 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 76774 members 
Mstep: Class 19 contains 6583 members 
Mstep: Class 20 contains 85266 members 
Mstep: Class 21 contains 425 members 
Mstep: Class 22 contains 1852 members 
Mstep: Class 23 contains 1427 members 
Mstep: Class 24 contains 1016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854160.000000 Penalty: 51850.226562
Iteration 49Q: 25 clusters Score -5.385416e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6790 members 
Mstep: Class 3 contains 11320 members 
Mstep: Class 4 contains 7359 members 
Mstep: Class 5 contains 20824 members 
Mstep: Class 6 contains 8721 members 
Mstep: Class 7 contains 65231 members 
Mstep: Class 8 contains 15270 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 1683 members 
Mstep: Class 11 contains 3821 members 
Mstep: Class 12 contains 9102 members 
Mstep: Class 13 contains 5581 members 
Mstep: Class 14 contains 6054 members 
Mstep: Class 15 contains 209105 members 
Mstep: Class 16 contains 36343 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 76775 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 85287 members 
Mstep: Class 21 contains 425 members 
Mstep: Class 22 contains 1849 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854136.000000 Penalty: 51850.226562
Iteration 50Q: 25 clusters Score -5.385414e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6790 members 
Mstep: Class 3 contains 11318 members 
Mstep: Class 4 contains 7381 members 
Mstep: Class 5 contains 20811 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 65313 members 
Mstep: Class 8 contains 15281 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 1687 members 
Mstep: Class 11 contains 3828 members 
Mstep: Class 12 contains 9229 members 
Mstep: Class 13 contains 5580 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 208894 members 
Mstep: Class 16 contains 36335 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 76777 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 85300 members 
Mstep: Class 21 contains 421 members 
Mstep: Class 22 contains 1844 members 
Mstep: Class 23 contains 1430 members 
Mstep: Class 24 contains 1026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854156.000000 Penalty: 51850.226562
Iteration 51Q: 25 clusters Score -5.385416e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6789 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 7400 members 
Mstep: Class 5 contains 20819 members 
Mstep: Class 6 contains 8737 members 
Mstep: Class 7 contains 65395 members 
Mstep: Class 8 contains 15300 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 1689 members 
Mstep: Class 11 contains 3834 members 
Mstep: Class 12 contains 9348 members 
Mstep: Class 13 contains 5577 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 208672 members 
Mstep: Class 16 contains 36328 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 76773 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 85310 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 1839 members 
Mstep: Class 23 contains 1431 members 
Mstep: Class 24 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854176.000000 Penalty: 51850.226562
Iteration 52Q: 25 clusters Score -5.385418e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6789 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 7414 members 
Mstep: Class 5 contains 20824 members 
Mstep: Class 6 contains 8743 members 
Mstep: Class 7 contains 65472 members 
Mstep: Class 8 contains 15317 members 
Mstep: Class 9 contains 9030 members 
Mstep: Class 10 contains 1687 members 
Mstep: Class 11 contains 3841 members 
Mstep: Class 12 contains 9459 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 208473 members 
Mstep: Class 16 contains 36326 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 76769 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 85314 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 1829 members 
Mstep: Class 23 contains 1430 members 
Mstep: Class 24 contains 1043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854312.000000 Penalty: 51850.226562
Iteration 53Q: 25 clusters Score -5.385431e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6790 members 
Mstep: Class 3 contains 11328 members 
Mstep: Class 4 contains 7428 members 
Mstep: Class 5 contains 20826 members 
Mstep: Class 6 contains 8752 members 
Mstep: Class 7 contains 65537 members 
Mstep: Class 8 contains 15339 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 1684 members 
Mstep: Class 11 contains 3846 members 
Mstep: Class 12 contains 9554 members 
Mstep: Class 13 contains 5560 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 208305 members 
Mstep: Class 16 contains 36323 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 76766 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 85323 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 1806 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854404.000000 Penalty: 51850.226562
Iteration 54Q: 25 clusters Score -5.38544e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6790 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 7442 members 
Mstep: Class 5 contains 20827 members 
Mstep: Class 6 contains 8756 members 
Mstep: Class 7 contains 65598 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 9031 members 
Mstep: Class 10 contains 1682 members 
Mstep: Class 11 contains 3848 members 
Mstep: Class 12 contains 9642 members 
Mstep: Class 13 contains 5552 members 
Mstep: Class 14 contains 6062 members 
Mstep: Class 15 contains 208128 members 
Mstep: Class 16 contains 36322 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 76764 members 
Mstep: Class 19 contains 6513 members 
Mstep: Class 20 contains 85335 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 1790 members 
Mstep: Class 23 contains 1431 members 
Mstep: Class 24 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854576.000000 Penalty: 51850.226562
Iteration 55Q: 25 clusters Score -5.385458e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 7452 members 
Mstep: Class 5 contains 20834 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 65651 members 
Mstep: Class 8 contains 15378 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 1681 members 
Mstep: Class 11 contains 3850 members 
Mstep: Class 12 contains 9728 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 6058 members 
Mstep: Class 15 contains 207968 members 
Mstep: Class 16 contains 36321 members 
Mstep: Class 17 contains 2319 members 
Mstep: Class 18 contains 76763 members 
Mstep: Class 19 contains 6510 members 
Mstep: Class 20 contains 85345 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 1432 members 
Mstep: Class 24 contains 1098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854684.000000 Penalty: 51850.226562
Iteration 56Q: 25 clusters Score -5.385468e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 7457 members 
Mstep: Class 5 contains 20837 members 
Mstep: Class 6 contains 8760 members 
Mstep: Class 7 contains 65694 members 
Mstep: Class 8 contains 15399 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 11 contains 3853 members 
Mstep: Class 12 contains 9799 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 207830 members 
Mstep: Class 16 contains 36316 members 
Mstep: Class 17 contains 2319 members 
Mstep: Class 18 contains 76763 members 
Mstep: Class 19 contains 6504 members 
Mstep: Class 20 contains 85354 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 1761 members 
Mstep: Class 23 contains 1432 members 
Mstep: Class 24 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854612.000000 Penalty: 51850.226562
Iteration 57Q: 25 clusters Score -5.385461e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6790 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 7464 members 
Mstep: Class 5 contains 20830 members 
Mstep: Class 6 contains 8760 members 
Mstep: Class 7 contains 65736 members 
Mstep: Class 8 contains 15421 members 
Mstep: Class 9 contains 9018 members 
Mstep: Class 10 contains 1681 members 
Mstep: Class 11 contains 3856 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 5523 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 207685 members 
Mstep: Class 16 contains 36313 members 
Mstep: Class 17 contains 2319 members 
Mstep: Class 18 contains 76760 members 
Mstep: Class 19 contains 6496 members 
Mstep: Class 20 contains 85366 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 1742 members 
Mstep: Class 23 contains 1433 members 
Mstep: Class 24 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854688.000000 Penalty: 51850.226562
Iteration 58Q: 25 clusters Score -5.385469e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6789 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 7468 members 
Mstep: Class 5 contains 20830 members 
Mstep: Class 6 contains 8758 members 
Mstep: Class 7 contains 65780 members 
Mstep: Class 8 contains 15442 members 
Mstep: Class 9 contains 9013 members 
Mstep: Class 10 contains 1681 members 
Mstep: Class 11 contains 3858 members 
Mstep: Class 12 contains 9962 members 
Mstep: Class 13 contains 5512 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 207546 members 
Mstep: Class 16 contains 36310 members 
Mstep: Class 17 contains 2319 members 
Mstep: Class 18 contains 76760 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 85374 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 1719 members 
Mstep: Class 23 contains 1433 members 
Mstep: Class 24 contains 1171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854744.000000 Penalty: 51850.226562
Iteration 59Q: 25 clusters Score -5.385474e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6789 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 7471 members 
Mstep: Class 5 contains 20825 members 
Mstep: Class 6 contains 8753 members 
Mstep: Class 7 contains 65820 members 
Mstep: Class 8 contains 15463 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 11 contains 3860 members 
Mstep: Class 12 contains 10051 members 
Mstep: Class 13 contains 5502 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 207402 members 
Mstep: Class 16 contains 36308 members 
Mstep: Class 17 contains 2319 members 
Mstep: Class 18 contains 76760 members 
Mstep: Class 19 contains 6488 members 
Mstep: Class 20 contains 85383 members 
Mstep: Class 21 contains 421 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 1433 members 
Mstep: Class 24 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53854900.000000 Penalty: 51850.226562
Iteration 60F: 25 clusters Score -5.38549e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6788 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 7474 members 
Mstep: Class 5 contains 20823 members 
Mstep: Class 6 contains 8746 members 
Mstep: Class 7 contains 65859 members 
Mstep: Class 8 contains 15477 members 
Mstep: Class 9 contains 9016 members 
Mstep: Class 10 contains 1678 members 
Mstep: Class 11 contains 3863 members 
Mstep: Class 12 contains 10143 members 
Mstep: Class 13 contains 5491 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 207250 members 
Mstep: Class 16 contains 36306 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 76756 members 
Mstep: Class 19 contains 6484 members 
Mstep: Class 20 contains 85395 members 
Mstep: Class 21 contains 423 members 
Mstep: Class 22 contains 1671 members 
Mstep: Class 23 contains 1437 members 
Mstep: Class 24 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855096.000000 Penalty: 51850.226562
Iteration 61Q: 25 clusters Score -5.38551e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 7477 members 
Mstep: Class 5 contains 20824 members 
Mstep: Class 6 contains 8754 members 
Mstep: Class 7 contains 65891 members 
Mstep: Class 8 contains 15489 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 3865 members 
Mstep: Class 12 contains 10223 members 
Mstep: Class 13 contains 5478 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 207122 members 
Mstep: Class 16 contains 36306 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 76754 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 85413 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855216.000000 Penalty: 51850.226562
Iteration 62Q: 25 clusters Score -5.385522e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6788 members 
Mstep: Class 3 contains 11321 members 
Mstep: Class 4 contains 7482 members 
Mstep: Class 5 contains 20828 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 65926 members 
Mstep: Class 8 contains 15502 members 
Mstep: Class 9 contains 9011 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 3865 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 5465 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 206995 members 
Mstep: Class 16 contains 36303 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 76753 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 85427 members 
Mstep: Class 21 contains 438 members 
Mstep: Class 22 contains 1617 members 
Mstep: Class 23 contains 1442 members 
Mstep: Class 24 contains 1308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855472.000000 Penalty: 51850.226562
Iteration 63Q: 25 clusters Score -5.385547e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 11323 members 
Mstep: Class 4 contains 7489 members 
Mstep: Class 5 contains 20829 members 
Mstep: Class 6 contains 8760 members 
Mstep: Class 7 contains 65964 members 
Mstep: Class 8 contains 15508 members 
Mstep: Class 9 contains 9008 members 
Mstep: Class 10 contains 1674 members 
Mstep: Class 11 contains 3869 members 
Mstep: Class 12 contains 10370 members 
Mstep: Class 13 contains 5457 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 206875 members 
Mstep: Class 16 contains 36300 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6469 members 
Mstep: Class 20 contains 85441 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 1588 members 
Mstep: Class 23 contains 1444 members 
Mstep: Class 24 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855540.000000 Penalty: 51850.226562
Iteration 64Q: 25 clusters Score -5.385554e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 11322 members 
Mstep: Class 4 contains 7493 members 
Mstep: Class 5 contains 20831 members 
Mstep: Class 6 contains 8758 members 
Mstep: Class 7 contains 65985 members 
Mstep: Class 8 contains 15511 members 
Mstep: Class 9 contains 9010 members 
Mstep: Class 10 contains 1672 members 
Mstep: Class 11 contains 3874 members 
Mstep: Class 12 contains 10444 members 
Mstep: Class 13 contains 5447 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 206761 members 
Mstep: Class 16 contains 36294 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6468 members 
Mstep: Class 20 contains 85453 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 1585 members 
Mstep: Class 23 contains 1443 members 
Mstep: Class 24 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855460.000000 Penalty: 51850.226562
Iteration 65Q: 25 clusters Score -5.385546e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 11317 members 
Mstep: Class 4 contains 7501 members 
Mstep: Class 5 contains 20830 members 
Mstep: Class 6 contains 8749 members 
Mstep: Class 7 contains 66007 members 
Mstep: Class 8 contains 15525 members 
Mstep: Class 9 contains 9008 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 3876 members 
Mstep: Class 12 contains 10513 members 
Mstep: Class 13 contains 5444 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 206654 members 
Mstep: Class 16 contains 36288 members 
Mstep: Class 17 contains 2317 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 85461 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 1594 members 
Mstep: Class 23 contains 1444 members 
Mstep: Class 24 contains 1366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855560.000000 Penalty: 51850.226562
Iteration 66Q: 25 clusters Score -5.385556e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6792 members 
Mstep: Class 3 contains 11318 members 
Mstep: Class 4 contains 7510 members 
Mstep: Class 5 contains 20830 members 
Mstep: Class 6 contains 8743 members 
Mstep: Class 7 contains 66016 members 
Mstep: Class 8 contains 15528 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 1672 members 
Mstep: Class 11 contains 3876 members 
Mstep: Class 12 contains 10590 members 
Mstep: Class 13 contains 5445 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 206555 members 
Mstep: Class 16 contains 36285 members 
Mstep: Class 17 contains 2317 members 
Mstep: Class 18 contains 76749 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 85465 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855540.000000 Penalty: 51850.226562
Iteration 67Q: 25 clusters Score -5.385554e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 11319 members 
Mstep: Class 4 contains 7517 members 
Mstep: Class 5 contains 20838 members 
Mstep: Class 6 contains 8746 members 
Mstep: Class 7 contains 66023 members 
Mstep: Class 8 contains 15534 members 
Mstep: Class 9 contains 9001 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3877 members 
Mstep: Class 12 contains 10645 members 
Mstep: Class 13 contains 5442 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 206465 members 
Mstep: Class 16 contains 36286 members 
Mstep: Class 17 contains 2317 members 
Mstep: Class 18 contains 76748 members 
Mstep: Class 19 contains 6462 members 
Mstep: Class 20 contains 85474 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 1602 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855628.000000 Penalty: 51850.226562
Iteration 68Q: 25 clusters Score -5.385563e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 11317 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 20845 members 
Mstep: Class 6 contains 8754 members 
Mstep: Class 7 contains 66034 members 
Mstep: Class 8 contains 15539 members 
Mstep: Class 9 contains 8997 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3877 members 
Mstep: Class 12 contains 10705 members 
Mstep: Class 13 contains 5441 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 206373 members 
Mstep: Class 16 contains 36287 members 
Mstep: Class 17 contains 2317 members 
Mstep: Class 18 contains 76748 members 
Mstep: Class 19 contains 6457 members 
Mstep: Class 20 contains 85479 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855688.000000 Penalty: 51850.226562
Iteration 69Q: 25 clusters Score -5.385569e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 20844 members 
Mstep: Class 6 contains 8758 members 
Mstep: Class 7 contains 66039 members 
Mstep: Class 8 contains 15542 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3876 members 
Mstep: Class 12 contains 10762 members 
Mstep: Class 13 contains 5431 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 206298 members 
Mstep: Class 16 contains 36288 members 
Mstep: Class 17 contains 2316 members 
Mstep: Class 18 contains 76748 members 
Mstep: Class 19 contains 6452 members 
Mstep: Class 20 contains 85488 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855716.000000 Penalty: 51850.226562
Iteration 70Q: 25 clusters Score -5.385572e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 7557 members 
Mstep: Class 5 contains 20839 members 
Mstep: Class 6 contains 8764 members 
Mstep: Class 7 contains 66039 members 
Mstep: Class 8 contains 15546 members 
Mstep: Class 9 contains 8997 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 12 contains 10818 members 
Mstep: Class 13 contains 5426 members 
Mstep: Class 14 contains 6072 members 
Mstep: Class 15 contains 206222 members 
Mstep: Class 16 contains 36287 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6451 members 
Mstep: Class 20 contains 85497 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 1600 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855744.000000 Penalty: 51850.226562
Iteration 71Q: 25 clusters Score -5.385574e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 11313 members 
Mstep: Class 4 contains 7564 members 
Mstep: Class 5 contains 20843 members 
Mstep: Class 6 contains 8771 members 
Mstep: Class 7 contains 66039 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 12 contains 10871 members 
Mstep: Class 13 contains 5421 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 206159 members 
Mstep: Class 16 contains 36287 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6448 members 
Mstep: Class 20 contains 85499 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 1599 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855844.000000 Penalty: 51850.226562
Iteration 72Q: 25 clusters Score -5.385584e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6792 members 
Mstep: Class 3 contains 11314 members 
Mstep: Class 4 contains 7569 members 
Mstep: Class 5 contains 20847 members 
Mstep: Class 6 contains 8771 members 
Mstep: Class 7 contains 66044 members 
Mstep: Class 8 contains 15551 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 12 contains 10930 members 
Mstep: Class 13 contains 5416 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 206085 members 
Mstep: Class 16 contains 36286 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6447 members 
Mstep: Class 20 contains 85504 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855852.000000 Penalty: 51850.226562
Iteration 73Q: 25 clusters Score -5.385585e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6793 members 
Mstep: Class 3 contains 11313 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 20847 members 
Mstep: Class 6 contains 8772 members 
Mstep: Class 7 contains 66050 members 
Mstep: Class 8 contains 15554 members 
Mstep: Class 9 contains 8999 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 12 contains 10987 members 
Mstep: Class 13 contains 5415 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 206013 members 
Mstep: Class 16 contains 36286 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6446 members 
Mstep: Class 20 contains 85508 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855860.000000 Penalty: 51850.226562
Iteration 74Q: 25 clusters Score -5.385586e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11314 members 
Mstep: Class 4 contains 7577 members 
Mstep: Class 5 contains 20846 members 
Mstep: Class 6 contains 8771 members 
Mstep: Class 7 contains 66055 members 
Mstep: Class 8 contains 15557 members 
Mstep: Class 9 contains 9000 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 12 contains 11041 members 
Mstep: Class 13 contains 5415 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 205948 members 
Mstep: Class 16 contains 36286 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6441 members 
Mstep: Class 20 contains 85513 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 1596 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855860.000000 Penalty: 51850.226562
Iteration 75Q: 25 clusters Score -5.385586e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 7580 members 
Mstep: Class 5 contains 20842 members 
Mstep: Class 6 contains 8774 members 
Mstep: Class 7 contains 66048 members 
Mstep: Class 8 contains 15561 members 
Mstep: Class 9 contains 9001 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 12 contains 11087 members 
Mstep: Class 13 contains 5411 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 205893 members 
Mstep: Class 16 contains 36286 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 85518 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 1598 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 1467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855872.000000 Penalty: 51850.226562
Iteration 76Q: 25 clusters Score -5.385587e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6793 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 7583 members 
Mstep: Class 5 contains 20838 members 
Mstep: Class 6 contains 8774 members 
Mstep: Class 7 contains 66046 members 
Mstep: Class 8 contains 15563 members 
Mstep: Class 9 contains 9002 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 12 contains 11128 members 
Mstep: Class 13 contains 5409 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 205846 members 
Mstep: Class 16 contains 36286 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6436 members 
Mstep: Class 20 contains 85522 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 1600 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855932.000000 Penalty: 51850.226562
Iteration 77Q: 25 clusters Score -5.385593e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 7587 members 
Mstep: Class 5 contains 20835 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 66048 members 
Mstep: Class 8 contains 15570 members 
Mstep: Class 9 contains 9000 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 12 contains 11153 members 
Mstep: Class 13 contains 5408 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 205804 members 
Mstep: Class 16 contains 36286 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6435 members 
Mstep: Class 20 contains 85524 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 1599 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856000.000000 Penalty: 51850.226562
Iteration 78Q: 25 clusters Score -5.3856e+07 nChanged 89
Entering ConstructFrom: 
Score: -53856000.000000 Penalty: 51850.226562
Entering ConstructFrom: 
Trying to split cluster 1 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -157590.921875 Penalty: 1233.759521
	Iteration 0F: 2 clusters Score -157590.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155518.046875 Penalty: 2467.519043
	Iteration 0F: 3 clusters Score -155518 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -156034.500000 Penalty: 2467.519043
	Iteration 1F: 3 clusters Score -156034.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -156188.093750 Penalty: 2467.519043
	Iteration 2F: 3 clusters Score -156188.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -156311.234375 Penalty: 2467.519043
	Iteration 3F: 3 clusters Score -156311.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -156408.218750 Penalty: 2467.519043
	Iteration 4F: 3 clusters Score -156408.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -156495.796875 Penalty: 2467.519043
	Iteration 5Q: 3 clusters Score -156495.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -156554.234375 Penalty: 2467.519043
	Iteration 6Q: 3 clusters Score -156554.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -156588.734375 Penalty: 2467.519043
	Iteration 7Q: 3 clusters Score -156588.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -156612.843750 Penalty: 2467.519043
	Iteration 8Q: 3 clusters Score -156612.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -156631.875000 Penalty: 2467.519043
	Iteration 9Q: 3 clusters Score -156631.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -156646.000000 Penalty: 2467.519043
	Iteration 10Q: 3 clusters Score -156646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -156657.531250 Penalty: 2467.519043
	Iteration 11Q: 3 clusters Score -156657.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -156668.468750 Penalty: 2467.519043
	Iteration 12Q: 3 clusters Score -156668.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -156675.796875 Penalty: 2467.519043
	Iteration 13Q: 3 clusters Score -156675.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -156683.437500 Penalty: 2467.519043
	Iteration 14Q: 3 clusters Score -156683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -156687.421875 Penalty: 2467.519043
	Iteration 15Q: 3 clusters Score -156687.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -156692.859375 Penalty: 2467.519043
	Iteration 16Q: 3 clusters Score -156692.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -156697.031250 Penalty: 2467.519043
	Iteration 17Q: 3 clusters Score -156697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -156700.828125 Penalty: 2467.519043
	Iteration 18Q: 3 clusters Score -156700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -156702.343750 Penalty: 2467.519043
	Iteration 19Q: 3 clusters Score -156702.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -156704.187500 Penalty: 2467.519043
	Iteration 20F: 3 clusters Score -156704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156704.859375 Penalty: 2467.519043
	Iteration 21Q: 3 clusters Score -156704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -156706.656250 Penalty: 2467.519043
	Iteration 22Q: 3 clusters Score -156706.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -156708.234375 Penalty: 2467.519043
	Iteration 23Q: 3 clusters Score -156708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -156708.687500 Penalty: 2467.519043
	Iteration 24Q: 3 clusters Score -156708.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -156708.687500 Penalty: 2467.519043
	Iteration 25F: 3 clusters Score -156708.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -671928.062500 Penalty: 1433.866699
	Iteration 0F: 2 clusters Score -671928.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -666841.437500 Penalty: 2867.733398
	Iteration 0F: 3 clusters Score -666841.4 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -668406.187500 Penalty: 2867.733398
	Iteration 1F: 3 clusters Score -668406.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -668604.562500 Penalty: 2867.733398
	Iteration 2F: 3 clusters Score -668604.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -668746.750000 Penalty: 2867.733398
	Iteration 3Q: 3 clusters Score -668746.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -668874.062500 Penalty: 2867.733398
	Iteration 4Q: 3 clusters Score -668874.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -668954.250000 Penalty: 2867.733398
	Iteration 5Q: 3 clusters Score -668954.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -669016.750000 Penalty: 2867.733398
	Iteration 6Q: 3 clusters Score -669016.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -669083.625000 Penalty: 2867.733398
	Iteration 7Q: 3 clusters Score -669083.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -669147.000000 Penalty: 2867.733398
	Iteration 8Q: 3 clusters Score -669147 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -669214.937500 Penalty: 2867.733398
	Iteration 9Q: 3 clusters Score -669214.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -669298.312500 Penalty: 2867.733398
	Iteration 10Q: 3 clusters Score -669298.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -669387.187500 Penalty: 2867.733398
	Iteration 11Q: 3 clusters Score -669387.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -669503.812500 Penalty: 2867.733398
	Iteration 12Q: 3 clusters Score -669503.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -669636.312500 Penalty: 2867.733398
	Iteration 13Q: 3 clusters Score -669636.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -669772.625000 Penalty: 2867.733398
	Iteration 14Q: 3 clusters Score -669772.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -669914.062500 Penalty: 2867.733398
	Iteration 15Q: 3 clusters Score -669914.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -670065.625000 Penalty: 2867.733398
	Iteration 16Q: 3 clusters Score -670065.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -670201.312500 Penalty: 2867.733398
	Iteration 17Q: 3 clusters Score -670201.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -670313.812500 Penalty: 2867.733398
	Iteration 18Q: 3 clusters Score -670313.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -670389.875000 Penalty: 2867.733398
	Iteration 19Q: 3 clusters Score -670389.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -670457.500000 Penalty: 2867.733398
	Iteration 20F: 3 clusters Score -670457.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -670511.312500 Penalty: 2867.733398
	Iteration 21Q: 3 clusters Score -670511.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -670545.375000 Penalty: 2867.733398
	Iteration 22Q: 3 clusters Score -670545.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -670576.875000 Penalty: 2867.733398
	Iteration 23Q: 3 clusters Score -670576.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -670601.500000 Penalty: 2867.733398
	Iteration 24Q: 3 clusters Score -670601.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -670624.312500 Penalty: 2867.733398
	Iteration 25Q: 3 clusters Score -670624.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -670641.187500 Penalty: 2867.733398
	Iteration 26Q: 3 clusters Score -670641.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -670658.187500 Penalty: 2867.733398
	Iteration 27Q: 3 clusters Score -670658.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -670668.937500 Penalty: 2867.733398
	Iteration 28Q: 3 clusters Score -670668.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -670681.875000 Penalty: 2867.733398
	Iteration 29Q: 3 clusters Score -670681.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -670691.000000 Penalty: 2867.733398
	Iteration 30Q: 3 clusters Score -670691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -670699.750000 Penalty: 2867.733398
	Iteration 31Q: 3 clusters Score -670699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -670706.250000 Penalty: 2867.733398
	Iteration 32Q: 3 clusters Score -670706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -670708.625000 Penalty: 2867.733398
	Iteration 33Q: 3 clusters Score -670708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -670710.000000 Penalty: 2867.733398
	Iteration 34Q: 3 clusters Score -670710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -670713.562500 Penalty: 2867.733398
	Iteration 35Q: 3 clusters Score -670713.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -670718.250000 Penalty: 2867.733398
	Iteration 36Q: 3 clusters Score -670718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -670724.312500 Penalty: 2867.733398
	Iteration 37Q: 3 clusters Score -670724.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -670726.000000 Penalty: 2867.733398
	Iteration 38Q: 3 clusters Score -670726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -670729.187500 Penalty: 2867.733398
	Iteration 39Q: 3 clusters Score -670729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -670731.562500 Penalty: 2867.733398
	Iteration 40F: 3 clusters Score -670731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -670732.250000 Penalty: 2867.733398
	Iteration 41Q: 3 clusters Score -670732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -670735.812500 Penalty: 2867.733398
	Iteration 42Q: 3 clusters Score -670735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -670739.187500 Penalty: 2867.733398
	Iteration 43Q: 3 clusters Score -670739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -670741.812500 Penalty: 2867.733398
	Iteration 44Q: 3 clusters Score -670741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -670744.125000 Penalty: 2867.733398
	Iteration 45Q: 3 clusters Score -670744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -670745.625000 Penalty: 2867.733398
	Iteration 46Q: 3 clusters Score -670745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -670746.687500 Penalty: 2867.733398
	Iteration 47Q: 3 clusters Score -670746.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -670746.687500 Penalty: 2867.733398
	Iteration 48F: 3 clusters Score -670746.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Entering Unmasked Estep 
Score: -1091115.000000 Penalty: 1516.756226
	Iteration 0F: 2 clusters Score -1091115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1083143.125000 Penalty: 3033.512451
	Iteration 0F: 3 clusters Score -1083143 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1085890.750000 Penalty: 3033.512451
	Iteration 1F: 3 clusters Score -1085891 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1086221.125000 Penalty: 3033.512451
	Iteration 2F: 3 clusters Score -1086221 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1086528.125000 Penalty: 3033.512451
	Iteration 3F: 3 clusters Score -1086528 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1086802.500000 Penalty: 3033.512451
	Iteration 4Q: 3 clusters Score -1086802 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1087138.125000 Penalty: 3033.512451
	Iteration 5F: 3 clusters Score -1087138 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1087523.875000 Penalty: 3033.512451
	Iteration 6F: 3 clusters Score -1087524 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1088033.750000 Penalty: 3033.512451
	Iteration 7F: 3 clusters Score -1088034 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1088560.500000 Penalty: 3033.512451
	Iteration 8F: 3 clusters Score -1088560 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1088988.125000 Penalty: 3033.512451
	Iteration 9Q: 3 clusters Score -1088988 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1089302.000000 Penalty: 3033.512451
	Iteration 10Q: 3 clusters Score -1089302 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1089481.750000 Penalty: 3033.512451
	Iteration 11Q: 3 clusters Score -1089482 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1089586.125000 Penalty: 3033.512451
	Iteration 12Q: 3 clusters Score -1089586 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1089643.125000 Penalty: 3033.512451
	Iteration 13Q: 3 clusters Score -1089643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1089692.000000 Penalty: 3033.512451
	Iteration 14Q: 3 clusters Score -1089692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1089723.375000 Penalty: 3033.512451
	Iteration 15Q: 3 clusters Score -1089723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1089741.125000 Penalty: 3033.512451
	Iteration 16Q: 3 clusters Score -1089741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1089756.750000 Penalty: 3033.512451
	Iteration 17Q: 3 clusters Score -1089757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1089772.500000 Penalty: 3033.512451
	Iteration 18Q: 3 clusters Score -1089772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1089778.125000 Penalty: 3033.512451
	Iteration 19Q: 3 clusters Score -1089778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1089783.250000 Penalty: 3033.512451
	Iteration 20F: 3 clusters Score -1089783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1089799.375000 Penalty: 3033.512451
	Iteration 21Q: 3 clusters Score -1089799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1089811.375000 Penalty: 3033.512451
	Iteration 22Q: 3 clusters Score -1089811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1089819.500000 Penalty: 3033.512451
	Iteration 23Q: 3 clusters Score -1089820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1089818.625000 Penalty: 3033.512451
	Iteration 24Q: 3 clusters Score -1089819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1089820.250000 Penalty: 3033.512451
	Iteration 25Q: 3 clusters Score -1089820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1089822.125000 Penalty: 3033.512451
	Iteration 26Q: 3 clusters Score -1089822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1089822.875000 Penalty: 3033.512451
	Iteration 27Q: 3 clusters Score -1089823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1089822.875000 Penalty: 3033.512451
	Iteration 28F: 3 clusters Score -1089823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Entering Unmasked Estep 
Score: -668515.375000 Penalty: 1451.848877
	Iteration 0F: 2 clusters Score -668515.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -662922.750000 Penalty: 2903.697754
	Iteration 0F: 3 clusters Score -662922.8 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -664712.562500 Penalty: 2903.697754
	Iteration 1F: 3 clusters Score -664712.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -664956.562500 Penalty: 2903.697754
	Iteration 2F: 3 clusters Score -664956.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -665188.687500 Penalty: 2903.697754
	Iteration 3F: 3 clusters Score -665188.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -665432.000000 Penalty: 2903.697754
	Iteration 4F: 3 clusters Score -665432 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -665692.062500 Penalty: 2903.697754
	Iteration 5Q: 3 clusters Score -665692.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -665945.562500 Penalty: 2903.697754
	Iteration 6Q: 3 clusters Score -665945.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -666147.750000 Penalty: 2903.697754
	Iteration 7Q: 3 clusters Score -666147.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -666285.375000 Penalty: 2903.697754
	Iteration 8Q: 3 clusters Score -666285.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -666398.062500 Penalty: 2903.697754
	Iteration 9Q: 3 clusters Score -666398.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -666498.625000 Penalty: 2903.697754
	Iteration 10Q: 3 clusters Score -666498.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -666598.875000 Penalty: 2903.697754
	Iteration 11Q: 3 clusters Score -666598.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -666693.687500 Penalty: 2903.697754
	Iteration 12Q: 3 clusters Score -666693.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -666788.375000 Penalty: 2903.697754
	Iteration 13Q: 3 clusters Score -666788.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -666854.937500 Penalty: 2903.697754
	Iteration 14Q: 3 clusters Score -666854.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -666897.875000 Penalty: 2903.697754
	Iteration 15Q: 3 clusters Score -666897.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -666928.375000 Penalty: 2903.697754
	Iteration 16Q: 3 clusters Score -666928.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -666946.687500 Penalty: 2903.697754
	Iteration 17Q: 3 clusters Score -666946.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -666957.062500 Penalty: 2903.697754
	Iteration 18Q: 3 clusters Score -666957.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -666961.750000 Penalty: 2903.697754
	Iteration 19Q: 3 clusters Score -666961.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -666968.125000 Penalty: 2903.697754
	Iteration 20F: 3 clusters Score -666968.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -666978.062500 Penalty: 2903.697754
	Iteration 21Q: 3 clusters Score -666978.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -666984.687500 Penalty: 2903.697754
	Iteration 22Q: 3 clusters Score -666984.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -666993.687500 Penalty: 2903.697754
	Iteration 23Q: 3 clusters Score -666993.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -667002.687500 Penalty: 2903.697754
	Iteration 24Q: 3 clusters Score -667002.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -667009.437500 Penalty: 2903.697754
	Iteration 25Q: 3 clusters Score -667009.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -667016.500000 Penalty: 2903.697754
	Iteration 26Q: 3 clusters Score -667016.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -667021.437500 Penalty: 2903.697754
	Iteration 27Q: 3 clusters Score -667021.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -667028.250000 Penalty: 2903.697754
	Iteration 28Q: 3 clusters Score -667028.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -667031.500000 Penalty: 2903.697754
	Iteration 29Q: 3 clusters Score -667031.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -667035.312500 Penalty: 2903.697754
	Iteration 30Q: 3 clusters Score -667035.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -667039.187500 Penalty: 2903.697754
	Iteration 31Q: 3 clusters Score -667039.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -667049.000000 Penalty: 2903.697754
	Iteration 32Q: 3 clusters Score -667049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -667055.937500 Penalty: 2903.697754
	Iteration 33Q: 3 clusters Score -667055.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -667064.375000 Penalty: 2903.697754
	Iteration 34Q: 3 clusters Score -667064.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -667069.437500 Penalty: 2903.697754
	Iteration 35Q: 3 clusters Score -667069.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -667077.500000 Penalty: 2903.697754
	Iteration 36Q: 3 clusters Score -667077.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -667086.500000 Penalty: 2903.697754
	Iteration 37Q: 3 clusters Score -667086.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -667091.125000 Penalty: 2903.697754
	Iteration 38Q: 3 clusters Score -667091.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -667093.625000 Penalty: 2903.697754
	Iteration 39Q: 3 clusters Score -667093.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -667095.250000 Penalty: 2903.697754
	Iteration 40F: 3 clusters Score -667095.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -667100.250000 Penalty: 2903.697754
	Iteration 41Q: 3 clusters Score -667100.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -667101.125000 Penalty: 2903.697754
	Iteration 42Q: 3 clusters Score -667101.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -667103.875000 Penalty: 2903.697754
	Iteration 43Q: 3 clusters Score -667103.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -667108.750000 Penalty: 2903.697754
	Iteration 44Q: 3 clusters Score -667108.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -667111.562500 Penalty: 2903.697754
	Iteration 45Q: 3 clusters Score -667111.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -667113.750000 Penalty: 2903.697754
	Iteration 46Q: 3 clusters Score -667113.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -667121.000000 Penalty: 2903.697754
	Iteration 47Q: 3 clusters Score -667121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -667125.500000 Penalty: 2903.697754
	Iteration 48Q: 3 clusters Score -667125.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -667128.125000 Penalty: 2903.697754
	Iteration 49Q: 3 clusters Score -667128.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -667132.187500 Penalty: 2903.697754
	Iteration 50Q: 3 clusters Score -667132.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -667137.000000 Penalty: 2903.697754
	Iteration 51Q: 3 clusters Score -667137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -667142.875000 Penalty: 2903.697754
	Iteration 52Q: 3 clusters Score -667142.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -667147.437500 Penalty: 2903.697754
	Iteration 53Q: 3 clusters Score -667147.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -667151.125000 Penalty: 2903.697754
	Iteration 54Q: 3 clusters Score -667151.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -667154.625000 Penalty: 2903.697754
	Iteration 55Q: 3 clusters Score -667154.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -667157.812500 Penalty: 2903.697754
	Iteration 56Q: 3 clusters Score -667157.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -667161.812500 Penalty: 2903.697754
	Iteration 57Q: 3 clusters Score -667161.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -667165.187500 Penalty: 2903.697754
	Iteration 58Q: 3 clusters Score -667165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -667164.562500 Penalty: 2903.697754
	Iteration 59Q: 3 clusters Score -667164.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -667168.437500 Penalty: 2903.697754
	Iteration 60F: 3 clusters Score -667168.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -667170.000000 Penalty: 2903.697754
	Iteration 61Q: 3 clusters Score -667170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -667170.562500 Penalty: 2903.697754
	Iteration 62Q: 3 clusters Score -667170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -667170.812500 Penalty: 2903.697754
	Iteration 63Q: 3 clusters Score -667170.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -667170.625000 Penalty: 2903.697754
	Iteration 64Q: 3 clusters Score -667170.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -667171.812500 Penalty: 2903.697754
	Iteration 65Q: 3 clusters Score -667171.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -667172.312500 Penalty: 2903.697754
	Iteration 66Q: 3 clusters Score -667172.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -667172.312500 Penalty: 2903.697754
	Iteration 67F: 3 clusters Score -667172.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Entering Unmasked Estep 
Score: -1894009.000000 Penalty: 1615.932129
	Iteration 0F: 2 clusters Score -1894009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1879763.500000 Penalty: 3231.864258
	Iteration 0F: 3 clusters Score -1879764 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1884779.250000 Penalty: 3231.864258
	Iteration 1F: 3 clusters Score -1884779 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1885056.125000 Penalty: 3231.864258
	Iteration 2Q: 3 clusters Score -1885056 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1885322.500000 Penalty: 3231.864258
	Iteration 3Q: 3 clusters Score -1885322 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1885618.375000 Penalty: 3231.864258
	Iteration 4Q: 3 clusters Score -1885618 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1885928.250000 Penalty: 3231.864258
	Iteration 5Q: 3 clusters Score -1885928 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1886288.375000 Penalty: 3231.864258
	Iteration 6Q: 3 clusters Score -1886288 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1886711.000000 Penalty: 3231.864258
	Iteration 7Q: 3 clusters Score -1886711 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1887282.250000 Penalty: 3231.864258
	Iteration 8Q: 3 clusters Score -1887282 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1888075.375000 Penalty: 3231.864258
	Iteration 9F: 3 clusters Score -1888075 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1889026.500000 Penalty: 3231.864258
	Iteration 10F: 3 clusters Score -1889026 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1889925.375000 Penalty: 3231.864258
	Iteration 11F: 3 clusters Score -1889925 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1890589.250000 Penalty: 3231.864258
	Iteration 12Q: 3 clusters Score -1890589 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -1891045.625000 Penalty: 3231.864258
	Iteration 13Q: 3 clusters Score -1891046 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -1891429.375000 Penalty: 3231.864258
	Iteration 14Q: 3 clusters Score -1891429 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1891747.250000 Penalty: 3231.864258
	Iteration 15Q: 3 clusters Score -1891747 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1892005.625000 Penalty: 3231.864258
	Iteration 16Q: 3 clusters Score -1892006 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -1892203.000000 Penalty: 3231.864258
	Iteration 17Q: 3 clusters Score -1892203 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1892365.375000 Penalty: 3231.864258
	Iteration 18Q: 3 clusters Score -1892365 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -1892471.250000 Penalty: 3231.864258
	Iteration 19Q: 3 clusters Score -1892471 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -1892549.250000 Penalty: 3231.864258
	Iteration 20F: 3 clusters Score -1892549 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -1892607.500000 Penalty: 3231.864258
	Iteration 21Q: 3 clusters Score -1892608 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -1892652.625000 Penalty: 3231.864258
	Iteration 22Q: 3 clusters Score -1892653 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -1892685.500000 Penalty: 3231.864258
	Iteration 23Q: 3 clusters Score -1892686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1892705.375000 Penalty: 3231.864258
	Iteration 24Q: 3 clusters Score -1892705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -1892719.875000 Penalty: 3231.864258
	Iteration 25Q: 3 clusters Score -1892720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -1892727.500000 Penalty: 3231.864258
	Iteration 26Q: 3 clusters Score -1892728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -1892732.000000 Penalty: 3231.864258
	Iteration 27Q: 3 clusters Score -1892732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -1892736.250000 Penalty: 3231.864258
	Iteration 28Q: 3 clusters Score -1892736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -1892736.750000 Penalty: 3231.864258
	Iteration 29Q: 3 clusters Score -1892737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -1892743.750000 Penalty: 3231.864258
	Iteration 30Q: 3 clusters Score -1892744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -1892748.125000 Penalty: 3231.864258
	Iteration 31Q: 3 clusters Score -1892748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1892752.625000 Penalty: 3231.864258
	Iteration 32Q: 3 clusters Score -1892753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -1892756.625000 Penalty: 3231.864258
	Iteration 33Q: 3 clusters Score -1892757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -1892757.875000 Penalty: 3231.864258
	Iteration 34Q: 3 clusters Score -1892758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1892763.000000 Penalty: 3231.864258
	Iteration 35Q: 3 clusters Score -1892763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -1892761.500000 Penalty: 3231.864258
	Iteration 36Q: 3 clusters Score -1892762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -1892761.750000 Penalty: 3231.864258
	Iteration 37Q: 3 clusters Score -1892762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1892762.875000 Penalty: 3231.864258
	Iteration 38Q: 3 clusters Score -1892763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1892762.875000 Penalty: 3231.864258
	Iteration 39F: 3 clusters Score -1892763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Entering Unmasked Estep 
Score: -819660.250000 Penalty: 1475.537598
	Iteration 0F: 2 clusters Score -819660.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -813349.312500 Penalty: 2951.075195
	Iteration 0F: 3 clusters Score -813349.3 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -815252.875000 Penalty: 2951.075195
	Iteration 1F: 3 clusters Score -815252.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -815442.250000 Penalty: 2951.075195
	Iteration 2F: 3 clusters Score -815442.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -815576.125000 Penalty: 2951.075195
	Iteration 3Q: 3 clusters Score -815576.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -815689.687500 Penalty: 2951.075195
	Iteration 4Q: 3 clusters Score -815689.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -815791.062500 Penalty: 2951.075195
	Iteration 5Q: 3 clusters Score -815791.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -815862.000000 Penalty: 2951.075195
	Iteration 6Q: 3 clusters Score -815862 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -815927.062500 Penalty: 2951.075195
	Iteration 7Q: 3 clusters Score -815927.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -815989.500000 Penalty: 2951.075195
	Iteration 8Q: 3 clusters Score -815989.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -816049.875000 Penalty: 2951.075195
	Iteration 9Q: 3 clusters Score -816049.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -816126.000000 Penalty: 2951.075195
	Iteration 10Q: 3 clusters Score -816126 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -816205.625000 Penalty: 2951.075195
	Iteration 11Q: 3 clusters Score -816205.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -816311.187500 Penalty: 2951.075195
	Iteration 12Q: 3 clusters Score -816311.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -816416.000000 Penalty: 2951.075195
	Iteration 13Q: 3 clusters Score -816416 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -816538.625000 Penalty: 2951.075195
	Iteration 14Q: 3 clusters Score -816538.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -816683.875000 Penalty: 2951.075195
	Iteration 15Q: 3 clusters Score -816683.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -816849.062500 Penalty: 2951.075195
	Iteration 16Q: 3 clusters Score -816849.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -816998.000000 Penalty: 2951.075195
	Iteration 17Q: 3 clusters Score -816998 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -817146.937500 Penalty: 2951.075195
	Iteration 18Q: 3 clusters Score -817146.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -817251.812500 Penalty: 2951.075195
	Iteration 19Q: 3 clusters Score -817251.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -817330.875000 Penalty: 2951.075195
	Iteration 20F: 3 clusters Score -817330.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -817381.687500 Penalty: 2951.075195
	Iteration 21Q: 3 clusters Score -817381.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -817424.687500 Penalty: 2951.075195
	Iteration 22Q: 3 clusters Score -817424.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -817448.812500 Penalty: 2951.075195
	Iteration 23Q: 3 clusters Score -817448.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -817470.750000 Penalty: 2951.075195
	Iteration 24Q: 3 clusters Score -817470.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -817494.812500 Penalty: 2951.075195
	Iteration 25Q: 3 clusters Score -817494.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -817516.687500 Penalty: 2951.075195
	Iteration 26Q: 3 clusters Score -817516.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -817529.812500 Penalty: 2951.075195
	Iteration 27Q: 3 clusters Score -817529.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -817539.062500 Penalty: 2951.075195
	Iteration 28Q: 3 clusters Score -817539.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -817549.812500 Penalty: 2951.075195
	Iteration 29Q: 3 clusters Score -817549.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -817562.625000 Penalty: 2951.075195
	Iteration 30Q: 3 clusters Score -817562.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -817569.937500 Penalty: 2951.075195
	Iteration 31Q: 3 clusters Score -817569.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -817581.125000 Penalty: 2951.075195
	Iteration 32Q: 3 clusters Score -817581.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -817586.937500 Penalty: 2951.075195
	Iteration 33Q: 3 clusters Score -817586.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -817593.437500 Penalty: 2951.075195
	Iteration 34Q: 3 clusters Score -817593.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -817603.250000 Penalty: 2951.075195
	Iteration 35Q: 3 clusters Score -817603.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -817609.562500 Penalty: 2951.075195
	Iteration 36Q: 3 clusters Score -817609.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -817616.062500 Penalty: 2951.075195
	Iteration 37Q: 3 clusters Score -817616.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -817623.000000 Penalty: 2951.075195
	Iteration 38Q: 3 clusters Score -817623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -817628.125000 Penalty: 2951.075195
	Iteration 39Q: 3 clusters Score -817628.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -817630.750000 Penalty: 2951.075195
	Iteration 40F: 3 clusters Score -817630.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -817633.500000 Penalty: 2951.075195
	Iteration 41Q: 3 clusters Score -817633.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -817633.750000 Penalty: 2951.075195
	Iteration 42Q: 3 clusters Score -817633.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -817638.125000 Penalty: 2951.075195
	Iteration 43Q: 3 clusters Score -817638.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -817640.937500 Penalty: 2951.075195
	Iteration 44Q: 3 clusters Score -817640.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -817645.812500 Penalty: 2951.075195
	Iteration 45Q: 3 clusters Score -817645.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -817646.000000 Penalty: 2951.075195
	Iteration 46Q: 3 clusters Score -817646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -817651.875000 Penalty: 2951.075195
	Iteration 47Q: 3 clusters Score -817651.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -817653.750000 Penalty: 2951.075195
	Iteration 48Q: 3 clusters Score -817653.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -817654.187500 Penalty: 2951.075195
	Iteration 49Q: 3 clusters Score -817654.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -817656.437500 Penalty: 2951.075195
	Iteration 50Q: 3 clusters Score -817656.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -817659.500000 Penalty: 2951.075195
	Iteration 51Q: 3 clusters Score -817659.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -817659.937500 Penalty: 2951.075195
	Iteration 52Q: 3 clusters Score -817659.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -817660.875000 Penalty: 2951.075195
	Iteration 53Q: 3 clusters Score -817660.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -817662.125000 Penalty: 2951.075195
	Iteration 54Q: 3 clusters Score -817662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -817663.562500 Penalty: 2951.075195
	Iteration 55Q: 3 clusters Score -817663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -817665.687500 Penalty: 2951.075195
	Iteration 56Q: 3 clusters Score -817665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -817662.937500 Penalty: 2951.075195
	Iteration 57Q: 3 clusters Score -817662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -817663.187500 Penalty: 2951.075195
	Iteration 58Q: 3 clusters Score -817663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -817662.437500 Penalty: 2951.075195
	Iteration 59Q: 3 clusters Score -817662.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -817662.437500 Penalty: 2951.075195
	Iteration 60F: 3 clusters Score -817662.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Entering Unmasked Estep 
Score: -6002751.000000 Penalty: 1803.430054
	Iteration 0F: 2 clusters Score -6002751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -5958662.500000 Penalty: 3606.860107
	Iteration 0F: 3 clusters Score -5958662 nChanged 31204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -5977425.500000 Penalty: 3606.860107
	Iteration 1F: 3 clusters Score -5977426 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -5978837.000000 Penalty: 3606.860107
	Iteration 2Q: 3 clusters Score -5978837 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -5980826.000000 Penalty: 3606.860107
	Iteration 3F: 3 clusters Score -5980826 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -5983356.500000 Penalty: 3606.860107
	Iteration 4F: 3 clusters Score -5983356 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -5986382.000000 Penalty: 3606.860107
	Iteration 5F: 3 clusters Score -5986382 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -5989306.500000 Penalty: 3606.860107
	Iteration 6F: 3 clusters Score -5989306 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -5991488.000000 Penalty: 3606.860107
	Iteration 7F: 3 clusters Score -5991488 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -5992652.500000 Penalty: 3606.860107
	Iteration 8Q: 3 clusters Score -5992652 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -5993164.000000 Penalty: 3606.860107
	Iteration 9Q: 3 clusters Score -5993164 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -5993407.000000 Penalty: 3606.860107
	Iteration 10Q: 3 clusters Score -5993407 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -5993532.000000 Penalty: 3606.860107
	Iteration 11Q: 3 clusters Score -5993532 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -5993618.000000 Penalty: 3606.860107
	Iteration 12Q: 3 clusters Score -5993618 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -5993722.000000 Penalty: 3606.860107
	Iteration 13Q: 3 clusters Score -5993722 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -5993819.500000 Penalty: 3606.860107
	Iteration 14Q: 3 clusters Score -5993820 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -5993922.500000 Penalty: 3606.860107
	Iteration 15Q: 3 clusters Score -5993922 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -5994007.500000 Penalty: 3606.860107
	Iteration 16Q: 3 clusters Score -5994008 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5994104.000000 Penalty: 3606.860107
	Iteration 17Q: 3 clusters Score -5994104 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -5994209.000000 Penalty: 3606.860107
	Iteration 18Q: 3 clusters Score -5994209 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -5994269.000000 Penalty: 3606.860107
	Iteration 19Q: 3 clusters Score -5994269 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -5994324.000000 Penalty: 3606.860107
	Iteration 20F: 3 clusters Score -5994324 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -5994389.500000 Penalty: 3606.860107
	Iteration 21Q: 3 clusters Score -5994390 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -5994439.000000 Penalty: 3606.860107
	Iteration 22Q: 3 clusters Score -5994439 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -5994517.500000 Penalty: 3606.860107
	Iteration 23Q: 3 clusters Score -5994518 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -5994577.000000 Penalty: 3606.860107
	Iteration 24Q: 3 clusters Score -5994577 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -5994660.500000 Penalty: 3606.860107
	Iteration 25Q: 3 clusters Score -5994660 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -5994732.500000 Penalty: 3606.860107
	Iteration 26Q: 3 clusters Score -5994732 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -5994834.000000 Penalty: 3606.860107
	Iteration 27Q: 3 clusters Score -5994834 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5994924 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -5995019.000000 Penalty: 3606.860107
	Iteration 29Q: 3 clusters Score -5995019 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -5995141.500000 Penalty: 3606.860107
	Iteration 30Q: 3 clusters Score -5995142 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -5995284.500000 Penalty: 3606.860107
	Iteration 31Q: 3 clusters Score -5995284 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5995389.500000 Penalty: 3606.860107
	Iteration 32Q: 3 clusters Score -5995390 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -5995519.000000 Penalty: 3606.860107
	Iteration 33Q: 3 clusters Score -5995519 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5995632.500000 Penalty: 3606.860107
	Iteration 34Q: 3 clusters Score -5995632 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -5995776.500000 Penalty: 3606.860107
	Iteration 35Q: 3 clusters Score -5995776 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -5995934.500000 Penalty: 3606.860107
	Iteration 36Q: 3 clusters Score -5995934 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -5996123.000000 Penalty: 3606.860107
	Iteration 37Q: 3 clusters Score -5996123 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5996345 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -5996552.500000 Penalty: 3606.860107
	Iteration 39Q: 3 clusters Score -5996552 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -5996742.500000 Penalty: 3606.860107
	Iteration 40F: 3 clusters Score -5996742 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -5997022.000000 Penalty: 3606.860107
	Iteration 41Q: 3 clusters Score -5997022 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -5997316.500000 Penalty: 3606.860107
	Iteration 42Q: 3 clusters Score -5997316 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -5997632.500000 Penalty: 3606.860107
	Iteration 43Q: 3 clusters Score -5997632 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -5997966.500000 Penalty: 3606.860107
	Iteration 44Q: 3 clusters Score -5997966 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -5998364.500000 Penalty: 3606.860107
	Iteration 45Q: 3 clusters Score -5998364 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -5998610.500000 Penalty: 3606.860107
	Iteration 46Q: 3 clusters Score -5998610 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -5998948.500000 Penalty: 3606.860107
	Iteration 47Q: 3 clusters Score -5998948 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5999227 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5999478 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -5999691.500000 Penalty: 3606.860107
	Iteration 50Q: 3 clusters Score -5999692 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -5999864.500000 Penalty: 3606.860107
	Iteration 51Q: 3 clusters Score -5999864 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -6000046.000000 Penalty: 3606.860107
	Iteration 52Q: 3 clusters Score -6000046 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6000237 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -6000405.000000 Penalty: 3606.860107
	Iteration 54Q: 3 clusters Score -6000405 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -6000575.500000 Penalty: 3606.860107
	Iteration 55Q: 3 clusters Score -6000576 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6000722 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6000842 nChanged 442
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Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6000935 nChanged 380
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6001038 nChanged 339
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Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6001102 nChanged 294
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Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 60640 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6001188 nChanged 252
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Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6001244 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6001290 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6001348 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6001385 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -6001401.500000 Penalty: 3606.860107
	Iteration 66Q: 3 clusters Score -6001402 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6001418 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6001431 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6001468 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6001492 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -6001512.500000 Penalty: 3606.860107
	Iteration 71Q: 3 clusters Score -6001512 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6001516 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6001550 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6001556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -6001590.500000 Penalty: 3606.860107
	Iteration 75Q: 3 clusters Score -6001590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6001598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -6001609.500000 Penalty: 3606.860107
	Iteration 77Q: 3 clusters Score -6001610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -6001625.500000 Penalty: 3606.860107
	Iteration 78Q: 3 clusters Score -6001626 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -6001639.000000 Penalty: 3606.860107
	Iteration 79Q: 3 clusters Score -6001639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 63078 members 
Entering Unmasked Estep 
Score: -6001655.500000 Penalty: 3606.860107
	Iteration 80F: 3 clusters Score -6001656 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -6001665.500000 Penalty: 3606.860107
	Iteration 81Q: 3 clusters Score -6001666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -6001649.500000 Penalty: 3606.860107
	Iteration 82Q: 3 clusters Score -6001650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6001676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6001676 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -6001693.000000 Penalty: 3606.860107
	Iteration 85Q: 3 clusters Score -6001693 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6001688 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6001700 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6001692 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -6001718.000000 Penalty: 3606.860107
	Iteration 89Q: 3 clusters Score -6001718 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6001736 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6001750 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6001788 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6001822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6001846 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6001882 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 63969 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6001906 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -6001931.500000 Penalty: 3606.860107
	Iteration 97Q: 3 clusters Score -6001932 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6002001 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6002062 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6002129 nChanged 114
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Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 64231 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6002196 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6002252 nChanged 83
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Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6002294 nChanged 64
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6002312 nChanged 47
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6002320 nChanged 43
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Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6002319 nChanged 37
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Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6002320 nChanged 26
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Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6002328 nChanged 15
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Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6002321 nChanged 21
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Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6002327 nChanged 16
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Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -6002332.500000 Penalty: 3606.860107
	Iteration 111Q: 3 clusters Score -6002332 nChanged 13
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Mstep: Class 1 contains 1824 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6002330 nChanged 10
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6002325 nChanged 11
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Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6002336 nChanged 6
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Mstep: Class 1 contains 1831 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6002336 nChanged 8
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Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -6002345.500000 Penalty: 3606.860107
	Iteration 116Q: 3 clusters Score -6002346 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -6002343.500000 Penalty: 3606.860107
	Iteration 117Q: 3 clusters Score -6002344 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -6002337.000000 Penalty: 3606.860107
	Iteration 118Q: 3 clusters Score -6002337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -6002341.000000 Penalty: 3606.860107
	Iteration 119Q: 3 clusters Score -6002341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -6002344.000000 Penalty: 3606.860107
	Iteration 120F: 3 clusters Score -6002344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -6002342.000000 Penalty: 3606.860107
	Iteration 121Q: 3 clusters Score -6002342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -6002339.000000 Penalty: 3606.860107
	Iteration 122Q: 3 clusters Score -6002339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -6002339.000000 Penalty: 3606.860107
	Iteration 123F: 3 clusters Score -6002339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Entering Unmasked Estep 
Score: -1444679.500000 Penalty: 1568.702026
	Iteration 0F: 2 clusters Score -1444680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1433856.750000 Penalty: 3137.404053
	Iteration 0F: 3 clusters Score -1433857 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1437744.375000 Penalty: 3137.404053
	Iteration 1F: 3 clusters Score -1437744 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1438090.000000 Penalty: 3137.404053
	Iteration 2F: 3 clusters Score -1438090 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1438414.750000 Penalty: 3137.404053
	Iteration 3Q: 3 clusters Score -1438415 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1438778.000000 Penalty: 3137.404053
	Iteration 4Q: 3 clusters Score -1438778 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1439263.250000 Penalty: 3137.404053
	Iteration 5F: 3 clusters Score -1439263 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1439902.500000 Penalty: 3137.404053
	Iteration 6F: 3 clusters Score -1439902 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1440692.250000 Penalty: 3137.404053
	Iteration 7F: 3 clusters Score -1440692 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1441637.875000 Penalty: 3137.404053
	Iteration 8F: 3 clusters Score -1441638 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1442521.625000 Penalty: 3137.404053
	Iteration 9F: 3 clusters Score -1442522 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1443133.875000 Penalty: 3137.404053
	Iteration 10Q: 3 clusters Score -1443134 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1443473.125000 Penalty: 3137.404053
	Iteration 11Q: 3 clusters Score -1443473 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1443673.875000 Penalty: 3137.404053
	Iteration 12Q: 3 clusters Score -1443674 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1443783.375000 Penalty: 3137.404053
	Iteration 13Q: 3 clusters Score -1443783 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1443841.875000 Penalty: 3137.404053
	Iteration 14Q: 3 clusters Score -1443842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1443872.625000 Penalty: 3137.404053
	Iteration 15Q: 3 clusters Score -1443873 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1443889.500000 Penalty: 3137.404053
	Iteration 16Q: 3 clusters Score -1443890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1443896.000000 Penalty: 3137.404053
	Iteration 17Q: 3 clusters Score -1443896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1443901.000000 Penalty: 3137.404053
	Iteration 18Q: 3 clusters Score -1443901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1443906.750000 Penalty: 3137.404053
	Iteration 19Q: 3 clusters Score -1443907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1443912.250000 Penalty: 3137.404053
	Iteration 20F: 3 clusters Score -1443912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1443911.125000 Penalty: 3137.404053
	Iteration 21Q: 3 clusters Score -1443911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1443913.500000 Penalty: 3137.404053
	Iteration 22Q: 3 clusters Score -1443914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1443915.000000 Penalty: 3137.404053
	Iteration 23Q: 3 clusters Score -1443915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1443916.125000 Penalty: 3137.404053
	Iteration 24Q: 3 clusters Score -1443916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1443916.375000 Penalty: 3137.404053
	Iteration 25Q: 3 clusters Score -1443916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1443916.250000 Penalty: 3137.404053
	Iteration 26Q: 3 clusters Score -1443916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1443915.375000 Penalty: 3137.404053
	Iteration 27Q: 3 clusters Score -1443915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1443917.250000 Penalty: 3137.404053
	Iteration 28Q: 3 clusters Score -1443917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1443919.000000 Penalty: 3137.404053
	Iteration 29Q: 3 clusters Score -1443919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1443922.125000 Penalty: 3137.404053
	Iteration 30Q: 3 clusters Score -1443922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1443920.125000 Penalty: 3137.404053
	Iteration 31Q: 3 clusters Score -1443920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1443921.000000 Penalty: 3137.404053
	Iteration 32Q: 3 clusters Score -1443921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1443921.375000 Penalty: 3137.404053
	Iteration 33Q: 3 clusters Score -1443921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1443921.375000 Penalty: 3137.404053
	Iteration 34F: 3 clusters Score -1443921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Entering Unmasked Estep 
Score: -799199.750000 Penalty: 1479.541138
	Iteration 0F: 2 clusters Score -799199.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -792688.375000 Penalty: 2959.082275
	Iteration 0F: 3 clusters Score -792688.4 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -794781.375000 Penalty: 2959.082275
	Iteration 1F: 3 clusters Score -794781.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -795140.687500 Penalty: 2959.082275
	Iteration 2F: 3 clusters Score -795140.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -795553.937500 Penalty: 2959.082275
	Iteration 3F: 3 clusters Score -795553.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -796042.062500 Penalty: 2959.082275
	Iteration 4F: 3 clusters Score -796042.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -796527.875000 Penalty: 2959.082275
	Iteration 5F: 3 clusters Score -796527.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -796919.500000 Penalty: 2959.082275
	Iteration 6F: 3 clusters Score -796919.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -797232.500000 Penalty: 2959.082275
	Iteration 7F: 3 clusters Score -797232.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -797451.625000 Penalty: 2959.082275
	Iteration 8Q: 3 clusters Score -797451.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -797621.062500 Penalty: 2959.082275
	Iteration 9Q: 3 clusters Score -797621.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -797780.812500 Penalty: 2959.082275
	Iteration 10Q: 3 clusters Score -797780.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -797911.125000 Penalty: 2959.082275
	Iteration 11Q: 3 clusters Score -797911.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -798018.687500 Penalty: 2959.082275
	Iteration 12Q: 3 clusters Score -798018.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -798105.875000 Penalty: 2959.082275
	Iteration 13Q: 3 clusters Score -798105.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -798162.750000 Penalty: 2959.082275
	Iteration 14Q: 3 clusters Score -798162.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -798197.437500 Penalty: 2959.082275
	Iteration 15Q: 3 clusters Score -798197.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -798212.687500 Penalty: 2959.082275
	Iteration 16Q: 3 clusters Score -798212.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -798230.750000 Penalty: 2959.082275
	Iteration 17Q: 3 clusters Score -798230.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -798249.750000 Penalty: 2959.082275
	Iteration 18Q: 3 clusters Score -798249.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -798263.000000 Penalty: 2959.082275
	Iteration 19Q: 3 clusters Score -798263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -798273.875000 Penalty: 2959.082275
	Iteration 20F: 3 clusters Score -798273.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -798281.625000 Penalty: 2959.082275
	Iteration 21Q: 3 clusters Score -798281.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -798288.000000 Penalty: 2959.082275
	Iteration 22Q: 3 clusters Score -798288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -798292.250000 Penalty: 2959.082275
	Iteration 23Q: 3 clusters Score -798292.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -798297.875000 Penalty: 2959.082275
	Iteration 24Q: 3 clusters Score -798297.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -798302.062500 Penalty: 2959.082275
	Iteration 25Q: 3 clusters Score -798302.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -798306.625000 Penalty: 2959.082275
	Iteration 26Q: 3 clusters Score -798306.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -798308.062500 Penalty: 2959.082275
	Iteration 27Q: 3 clusters Score -798308.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -798310.000000 Penalty: 2959.082275
	Iteration 28Q: 3 clusters Score -798310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -798310.937500 Penalty: 2959.082275
	Iteration 29Q: 3 clusters Score -798310.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -798314.312500 Penalty: 2959.082275
	Iteration 30Q: 3 clusters Score -798314.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -798313.812500 Penalty: 2959.082275
	Iteration 31Q: 3 clusters Score -798313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -798318.187500 Penalty: 2959.082275
	Iteration 32Q: 3 clusters Score -798318.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -798318.125000 Penalty: 2959.082275
	Iteration 33Q: 3 clusters Score -798318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -798319.562500 Penalty: 2959.082275
	Iteration 34Q: 3 clusters Score -798319.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -798321.937500 Penalty: 2959.082275
	Iteration 35Q: 3 clusters Score -798321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -798324.500000 Penalty: 2959.082275
	Iteration 36Q: 3 clusters Score -798324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -798324.125000 Penalty: 2959.082275
	Iteration 37Q: 3 clusters Score -798324.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -798326.812500 Penalty: 2959.082275
	Iteration 38Q: 3 clusters Score -798326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -798329.000000 Penalty: 2959.082275
	Iteration 39Q: 3 clusters Score -798329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -798329.875000 Penalty: 2959.082275
	Iteration 40F: 3 clusters Score -798329.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -798333.375000 Penalty: 2959.082275
	Iteration 41Q: 3 clusters Score -798333.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -798337.000000 Penalty: 2959.082275
	Iteration 42Q: 3 clusters Score -798337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -798338.000000 Penalty: 2959.082275
	Iteration 43Q: 3 clusters Score -798338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -798336.875000 Penalty: 2959.082275
	Iteration 44Q: 3 clusters Score -798336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -798336.875000 Penalty: 2959.082275
	Iteration 45F: 3 clusters Score -798336.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Entering Unmasked Estep 
Score: -157324.296875 Penalty: 1205.844116
	Iteration 0F: 2 clusters Score -157324.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -155447.343750 Penalty: 2411.688232
	Iteration 0F: 3 clusters Score -155447.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -155783.437500 Penalty: 2411.688232
	Iteration 1F: 3 clusters Score -155783.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -155853.718750 Penalty: 2411.688232
	Iteration 2F: 3 clusters Score -155853.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -155889.593750 Penalty: 2411.688232
	Iteration 3Q: 3 clusters Score -155889.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -155917.218750 Penalty: 2411.688232
	Iteration 4Q: 3 clusters Score -155917.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -155944.812500 Penalty: 2411.688232
	Iteration 5Q: 3 clusters Score -155944.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -155967.156250 Penalty: 2411.688232
	Iteration 6Q: 3 clusters Score -155967.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -155987.859375 Penalty: 2411.688232
	Iteration 7Q: 3 clusters Score -155987.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -156006.265625 Penalty: 2411.688232
	Iteration 8Q: 3 clusters Score -156006.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -156017.140625 Penalty: 2411.688232
	Iteration 9Q: 3 clusters Score -156017.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -156023.609375 Penalty: 2411.688232
	Iteration 10Q: 3 clusters Score -156023.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -156028.171875 Penalty: 2411.688232
	Iteration 11Q: 3 clusters Score -156028.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -156031.437500 Penalty: 2411.688232
	Iteration 12Q: 3 clusters Score -156031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -156034.921875 Penalty: 2411.688232
	Iteration 13Q: 3 clusters Score -156034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -156037.484375 Penalty: 2411.688232
	Iteration 14Q: 3 clusters Score -156037.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -156040.953125 Penalty: 2411.688232
	Iteration 15Q: 3 clusters Score -156041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -156045.265625 Penalty: 2411.688232
	Iteration 16Q: 3 clusters Score -156045.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -156048.968750 Penalty: 2411.688232
	Iteration 17Q: 3 clusters Score -156049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -156051.078125 Penalty: 2411.688232
	Iteration 18Q: 3 clusters Score -156051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -156053.453125 Penalty: 2411.688232
	Iteration 19Q: 3 clusters Score -156053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -156054.531250 Penalty: 2411.688232
	Iteration 20F: 3 clusters Score -156054.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Entering Unmasked Estep 
Score: -372576.281250 Penalty: 1342.623779
	Iteration 0F: 2 clusters Score -372576.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -369313.125000 Penalty: 2685.247559
	Iteration 0F: 3 clusters Score -369313.1 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -370151.468750 Penalty: 2685.247559
	Iteration 1F: 3 clusters Score -370151.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -370316.343750 Penalty: 2685.247559
	Iteration 2F: 3 clusters Score -370316.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -370427.593750 Penalty: 2685.247559
	Iteration 3Q: 3 clusters Score -370427.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -370505.000000 Penalty: 2685.247559
	Iteration 4Q: 3 clusters Score -370505 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -370553.625000 Penalty: 2685.247559
	Iteration 5Q: 3 clusters Score -370553.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -370593.593750 Penalty: 2685.247559
	Iteration 6Q: 3 clusters Score -370593.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -370628.562500 Penalty: 2685.247559
	Iteration 7Q: 3 clusters Score -370628.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -370659.906250 Penalty: 2685.247559
	Iteration 8Q: 3 clusters Score -370659.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -370689.468750 Penalty: 2685.247559
	Iteration 9Q: 3 clusters Score -370689.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -370711.343750 Penalty: 2685.247559
	Iteration 10Q: 3 clusters Score -370711.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -370726.687500 Penalty: 2685.247559
	Iteration 11Q: 3 clusters Score -370726.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -370738.906250 Penalty: 2685.247559
	Iteration 12Q: 3 clusters Score -370738.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -370749.031250 Penalty: 2685.247559
	Iteration 13Q: 3 clusters Score -370749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -370758.562500 Penalty: 2685.247559
	Iteration 14Q: 3 clusters Score -370758.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -370767.531250 Penalty: 2685.247559
	Iteration 15Q: 3 clusters Score -370767.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -370776.125000 Penalty: 2685.247559
	Iteration 16Q: 3 clusters Score -370776.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -370789.875000 Penalty: 2685.247559
	Iteration 17Q: 3 clusters Score -370789.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -370808.437500 Penalty: 2685.247559
	Iteration 18Q: 3 clusters Score -370808.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -370820.625000 Penalty: 2685.247559
	Iteration 19Q: 3 clusters Score -370820.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -370827.375000 Penalty: 2685.247559
	Iteration 20F: 3 clusters Score -370827.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -370834.781250 Penalty: 2685.247559
	Iteration 21Q: 3 clusters Score -370834.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -370840.812500 Penalty: 2685.247559
	Iteration 22Q: 3 clusters Score -370840.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -370845.093750 Penalty: 2685.247559
	Iteration 23Q: 3 clusters Score -370845.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -370849.312500 Penalty: 2685.247559
	Iteration 24Q: 3 clusters Score -370849.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -370854.093750 Penalty: 2685.247559
	Iteration 25Q: 3 clusters Score -370854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -370857.468750 Penalty: 2685.247559
	Iteration 26Q: 3 clusters Score -370857.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -370861.062500 Penalty: 2685.247559
	Iteration 27Q: 3 clusters Score -370861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -370866.593750 Penalty: 2685.247559
	Iteration 28Q: 3 clusters Score -370866.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -370874.468750 Penalty: 2685.247559
	Iteration 29Q: 3 clusters Score -370874.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -370880.312500 Penalty: 2685.247559
	Iteration 30Q: 3 clusters Score -370880.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -370889.250000 Penalty: 2685.247559
	Iteration 31Q: 3 clusters Score -370889.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -370900.843750 Penalty: 2685.247559
	Iteration 32Q: 3 clusters Score -370900.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -370911.968750 Penalty: 2685.247559
	Iteration 33Q: 3 clusters Score -370912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -370923.375000 Penalty: 2685.247559
	Iteration 34Q: 3 clusters Score -370923.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -370938.593750 Penalty: 2685.247559
	Iteration 35Q: 3 clusters Score -370938.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -370952.500000 Penalty: 2685.247559
	Iteration 36Q: 3 clusters Score -370952.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -370965.125000 Penalty: 2685.247559
	Iteration 37Q: 3 clusters Score -370965.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -370979.781250 Penalty: 2685.247559
	Iteration 38Q: 3 clusters Score -370979.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -370992.781250 Penalty: 2685.247559
	Iteration 39Q: 3 clusters Score -370992.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -371010.312500 Penalty: 2685.247559
	Iteration 40F: 3 clusters Score -371010.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -371031.437500 Penalty: 2685.247559
	Iteration 41Q: 3 clusters Score -371031.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -371056.625000 Penalty: 2685.247559
	Iteration 42Q: 3 clusters Score -371056.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -371087.312500 Penalty: 2685.247559
	Iteration 43Q: 3 clusters Score -371087.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -371116.906250 Penalty: 2685.247559
	Iteration 44Q: 3 clusters Score -371116.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -371145.718750 Penalty: 2685.247559
	Iteration 45Q: 3 clusters Score -371145.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -371184.125000 Penalty: 2685.247559
	Iteration 46Q: 3 clusters Score -371184.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -371218.968750 Penalty: 2685.247559
	Iteration 47Q: 3 clusters Score -371219 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -371259.500000 Penalty: 2685.247559
	Iteration 48Q: 3 clusters Score -371259.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -371304.687500 Penalty: 2685.247559
	Iteration 49Q: 3 clusters Score -371304.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -371369.718750 Penalty: 2685.247559
	Iteration 50Q: 3 clusters Score -371369.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -371441.812500 Penalty: 2685.247559
	Iteration 51Q: 3 clusters Score -371441.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -371543.375000 Penalty: 2685.247559
	Iteration 52Q: 3 clusters Score -371543.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -371636.437500 Penalty: 2685.247559
	Iteration 53Q: 3 clusters Score -371636.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -371711.468750 Penalty: 2685.247559
	Iteration 54Q: 3 clusters Score -371711.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -371757.656250 Penalty: 2685.247559
	Iteration 55Q: 3 clusters Score -371757.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -371800.031250 Penalty: 2685.247559
	Iteration 56Q: 3 clusters Score -371800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -371847.656250 Penalty: 2685.247559
	Iteration 57Q: 3 clusters Score -371847.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -371903.000000 Penalty: 2685.247559
	Iteration 58Q: 3 clusters Score -371903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -371963.531250 Penalty: 2685.247559
	Iteration 59Q: 3 clusters Score -371963.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -372057.687500 Penalty: 2685.247559
	Iteration 60F: 3 clusters Score -372057.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -372140.562500 Penalty: 2685.247559
	Iteration 61Q: 3 clusters Score -372140.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -372190.937500 Penalty: 2685.247559
	Iteration 62Q: 3 clusters Score -372190.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -372230.437500 Penalty: 2685.247559
	Iteration 63Q: 3 clusters Score -372230.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -372258.906250 Penalty: 2685.247559
	Iteration 64Q: 3 clusters Score -372258.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -372286.156250 Penalty: 2685.247559
	Iteration 65Q: 3 clusters Score -372286.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -372321.312500 Penalty: 2685.247559
	Iteration 66Q: 3 clusters Score -372321.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -372371.750000 Penalty: 2685.247559
	Iteration 67Q: 3 clusters Score -372371.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -372406.531250 Penalty: 2685.247559
	Iteration 68Q: 3 clusters Score -372406.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -372427.093750 Penalty: 2685.247559
	Iteration 69Q: 3 clusters Score -372427.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -372441.656250 Penalty: 2685.247559
	Iteration 70Q: 3 clusters Score -372441.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -372448.312500 Penalty: 2685.247559
	Iteration 71Q: 3 clusters Score -372448.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -372452.593750 Penalty: 2685.247559
	Iteration 72Q: 3 clusters Score -372452.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -372454.562500 Penalty: 2685.247559
	Iteration 73Q: 3 clusters Score -372454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -372455.156250 Penalty: 2685.247559
	Iteration 74Q: 3 clusters Score -372455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -372455.312500 Penalty: 2685.247559
	Iteration 75Q: 3 clusters Score -372455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -372455.781250 Penalty: 2685.247559
	Iteration 76F: 3 clusters Score -372455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -372456.406250 Penalty: 2685.247559
	Iteration 77Q: 3 clusters Score -372456.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -372456.406250 Penalty: 2685.247559
	Iteration 78F: 3 clusters Score -372456.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Entering Unmasked Estep 
Score: -1048558.875000 Penalty: 1514.878418
	Iteration 0F: 2 clusters Score -1048559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1040676.500000 Penalty: 3029.756836
	Iteration 0F: 3 clusters Score -1040676 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1043243.562500 Penalty: 3029.756836
	Iteration 1F: 3 clusters Score -1043244 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1043483.812500 Penalty: 3029.756836
	Iteration 2F: 3 clusters Score -1043484 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1043668.625000 Penalty: 3029.756836
	Iteration 3Q: 3 clusters Score -1043669 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1043824.750000 Penalty: 3029.756836
	Iteration 4Q: 3 clusters Score -1043825 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1043999.125000 Penalty: 3029.756836
	Iteration 5Q: 3 clusters Score -1043999 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1044253.250000 Penalty: 3029.756836
	Iteration 6Q: 3 clusters Score -1044253 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1044571.250000 Penalty: 3029.756836
	Iteration 7Q: 3 clusters Score -1044571 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1044946.875000 Penalty: 3029.756836
	Iteration 8Q: 3 clusters Score -1044947 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1045376.000000 Penalty: 3029.756836
	Iteration 9Q: 3 clusters Score -1045376 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1045818.312500 Penalty: 3029.756836
	Iteration 10F: 3 clusters Score -1045818 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1046191.687500 Penalty: 3029.756836
	Iteration 11Q: 3 clusters Score -1046192 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1046447.750000 Penalty: 3029.756836
	Iteration 12Q: 3 clusters Score -1046448 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1046611.062500 Penalty: 3029.756836
	Iteration 13Q: 3 clusters Score -1046611 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1046710.750000 Penalty: 3029.756836
	Iteration 14Q: 3 clusters Score -1046711 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1046787.875000 Penalty: 3029.756836
	Iteration 15Q: 3 clusters Score -1046788 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1046848.937500 Penalty: 3029.756836
	Iteration 16Q: 3 clusters Score -1046849 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1046897.250000 Penalty: 3029.756836
	Iteration 17Q: 3 clusters Score -1046897 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1046932.375000 Penalty: 3029.756836
	Iteration 18Q: 3 clusters Score -1046932 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1046966.125000 Penalty: 3029.756836
	Iteration 19Q: 3 clusters Score -1046966 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1046995.437500 Penalty: 3029.756836
	Iteration 20F: 3 clusters Score -1046995 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1047023.062500 Penalty: 3029.756836
	Iteration 21Q: 3 clusters Score -1047023 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1047053.125000 Penalty: 3029.756836
	Iteration 22Q: 3 clusters Score -1047053 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1047089.562500 Penalty: 3029.756836
	Iteration 23Q: 3 clusters Score -1047090 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1047114.625000 Penalty: 3029.756836
	Iteration 24Q: 3 clusters Score -1047115 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1047134.937500 Penalty: 3029.756836
	Iteration 25Q: 3 clusters Score -1047135 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1047154.250000 Penalty: 3029.756836
	Iteration 26Q: 3 clusters Score -1047154 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1047169.937500 Penalty: 3029.756836
	Iteration 27Q: 3 clusters Score -1047170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1047184.187500 Penalty: 3029.756836
	Iteration 28Q: 3 clusters Score -1047184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1047199.062500 Penalty: 3029.756836
	Iteration 29Q: 3 clusters Score -1047199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1047208.000000 Penalty: 3029.756836
	Iteration 30Q: 3 clusters Score -1047208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1047213.437500 Penalty: 3029.756836
	Iteration 31Q: 3 clusters Score -1047213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1047216.187500 Penalty: 3029.756836
	Iteration 32Q: 3 clusters Score -1047216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1047221.625000 Penalty: 3029.756836
	Iteration 33Q: 3 clusters Score -1047222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1047221.000000 Penalty: 3029.756836
	Iteration 34Q: 3 clusters Score -1047221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1047221.312500 Penalty: 3029.756836
	Iteration 35Q: 3 clusters Score -1047221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1047221.125000 Penalty: 3029.756836
	Iteration 36Q: 3 clusters Score -1047221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1047221.875000 Penalty: 3029.756836
	Iteration 37Q: 3 clusters Score -1047222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1047225.000000 Penalty: 3029.756836
	Iteration 38Q: 3 clusters Score -1047225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1047226.625000 Penalty: 3029.756836
	Iteration 39Q: 3 clusters Score -1047227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1047227.937500 Penalty: 3029.756836
	Iteration 40F: 3 clusters Score -1047228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1047230.187500 Penalty: 3029.756836
	Iteration 41Q: 3 clusters Score -1047230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1047228.562500 Penalty: 3029.756836
	Iteration 42Q: 3 clusters Score -1047229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1047231.187500 Penalty: 3029.756836
	Iteration 43Q: 3 clusters Score -1047231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1047231.687500 Penalty: 3029.756836
	Iteration 44Q: 3 clusters Score -1047232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1047232.625000 Penalty: 3029.756836
	Iteration 45Q: 3 clusters Score -1047233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1047232.937500 Penalty: 3029.756836
	Iteration 46Q: 3 clusters Score -1047233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1047237.187500 Penalty: 3029.756836
	Iteration 47Q: 3 clusters Score -1047237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1047237.625000 Penalty: 3029.756836
	Iteration 48Q: 3 clusters Score -1047238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1047237.062500 Penalty: 3029.756836
	Iteration 49Q: 3 clusters Score -1047237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1047237.312500 Penalty: 3029.756836
	Iteration 50Q: 3 clusters Score -1047237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1047237.125000 Penalty: 3029.756836
	Iteration 51Q: 3 clusters Score -1047237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1047236.250000 Penalty: 3029.756836
	Iteration 52Q: 3 clusters Score -1047236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1047236.875000 Penalty: 3029.756836
	Iteration 53Q: 3 clusters Score -1047237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1047240.187500 Penalty: 3029.756836
	Iteration 54Q: 3 clusters Score -1047240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1047239.000000 Penalty: 3029.756836
	Iteration 55Q: 3 clusters Score -1047239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1047242.250000 Penalty: 3029.756836
	Iteration 56Q: 3 clusters Score -1047242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1047243.062500 Penalty: 3029.756836
	Iteration 57Q: 3 clusters Score -1047243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1047244.062500 Penalty: 3029.756836
	Iteration 58Q: 3 clusters Score -1047244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1047250.437500 Penalty: 3029.756836
	Iteration 59Q: 3 clusters Score -1047250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1047252.312500 Penalty: 3029.756836
	Iteration 60F: 3 clusters Score -1047252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1047254.812500 Penalty: 3029.756836
	Iteration 61Q: 3 clusters Score -1047255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1047256.562500 Penalty: 3029.756836
	Iteration 62Q: 3 clusters Score -1047257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1047256.312500 Penalty: 3029.756836
	Iteration 63Q: 3 clusters Score -1047256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1047256.875000 Penalty: 3029.756836
	Iteration 64Q: 3 clusters Score -1047257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1047262.812500 Penalty: 3029.756836
	Iteration 65Q: 3 clusters Score -1047263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1047261.250000 Penalty: 3029.756836
	Iteration 66Q: 3 clusters Score -1047261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1047263.625000 Penalty: 3029.756836
	Iteration 67Q: 3 clusters Score -1047264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1047263.187500 Penalty: 3029.756836
	Iteration 68Q: 3 clusters Score -1047263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1047263.812500 Penalty: 3029.756836
	Iteration 69Q: 3 clusters Score -1047264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1047263.687500 Penalty: 3029.756836
	Iteration 70Q: 3 clusters Score -1047264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1047262.812500 Penalty: 3029.756836
	Iteration 71Q: 3 clusters Score -1047263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1047264.500000 Penalty: 3029.756836
	Iteration 72Q: 3 clusters Score -1047264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1047264.500000 Penalty: 3029.756836
	Iteration 73F: 3 clusters Score -1047264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Entering Unmasked Estep 
Score: -458438.750000 Penalty: 1396.850708
	Iteration 0F: 2 clusters Score -458438.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -454178.062500 Penalty: 2793.701416
	Iteration 0F: 3 clusters Score -454178.1 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -455407.750000 Penalty: 2793.701416
	Iteration 1F: 3 clusters Score -455407.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -455593.343750 Penalty: 2793.701416
	Iteration 2F: 3 clusters Score -455593.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -455724.593750 Penalty: 2793.701416
	Iteration 3F: 3 clusters Score -455724.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -455789.187500 Penalty: 2793.701416
	Iteration 4Q: 3 clusters Score -455789.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -455839.375000 Penalty: 2793.701416
	Iteration 5Q: 3 clusters Score -455839.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -455887.562500 Penalty: 2793.701416
	Iteration 6Q: 3 clusters Score -455887.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -455935.531250 Penalty: 2793.701416
	Iteration 7Q: 3 clusters Score -455935.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -455997.562500 Penalty: 2793.701416
	Iteration 8Q: 3 clusters Score -455997.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -456064.343750 Penalty: 2793.701416
	Iteration 9Q: 3 clusters Score -456064.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -456141.593750 Penalty: 2793.701416
	Iteration 10Q: 3 clusters Score -456141.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -456241.281250 Penalty: 2793.701416
	Iteration 11Q: 3 clusters Score -456241.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -456345.281250 Penalty: 2793.701416
	Iteration 12Q: 3 clusters Score -456345.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -456465.031250 Penalty: 2793.701416
	Iteration 13Q: 3 clusters Score -456465 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -456578.531250 Penalty: 2793.701416
	Iteration 14Q: 3 clusters Score -456578.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -456682.531250 Penalty: 2793.701416
	Iteration 15Q: 3 clusters Score -456682.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -456779.781250 Penalty: 2793.701416
	Iteration 16Q: 3 clusters Score -456779.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -456864.500000 Penalty: 2793.701416
	Iteration 17Q: 3 clusters Score -456864.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -456933.625000 Penalty: 2793.701416
	Iteration 18Q: 3 clusters Score -456933.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -456983.062500 Penalty: 2793.701416
	Iteration 19Q: 3 clusters Score -456983.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -457036.437500 Penalty: 2793.701416
	Iteration 20F: 3 clusters Score -457036.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -457090.593750 Penalty: 2793.701416
	Iteration 21Q: 3 clusters Score -457090.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -457137.125000 Penalty: 2793.701416
	Iteration 22Q: 3 clusters Score -457137.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -457178.562500 Penalty: 2793.701416
	Iteration 23Q: 3 clusters Score -457178.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -457210.187500 Penalty: 2793.701416
	Iteration 24Q: 3 clusters Score -457210.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -457239.281250 Penalty: 2793.701416
	Iteration 25Q: 3 clusters Score -457239.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -457266.750000 Penalty: 2793.701416
	Iteration 26Q: 3 clusters Score -457266.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -457279.406250 Penalty: 2793.701416
	Iteration 27Q: 3 clusters Score -457279.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -457289.812500 Penalty: 2793.701416
	Iteration 28Q: 3 clusters Score -457289.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -457303.375000 Penalty: 2793.701416
	Iteration 29Q: 3 clusters Score -457303.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -457311.281250 Penalty: 2793.701416
	Iteration 30Q: 3 clusters Score -457311.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -457313.562500 Penalty: 2793.701416
	Iteration 31Q: 3 clusters Score -457313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -457316.125000 Penalty: 2793.701416
	Iteration 32Q: 3 clusters Score -457316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -457316.906250 Penalty: 2793.701416
	Iteration 33Q: 3 clusters Score -457316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -457317.843750 Penalty: 2793.701416
	Iteration 34F: 3 clusters Score -457317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -457321.250000 Penalty: 2793.701416
	Iteration 35Q: 3 clusters Score -457321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -457324.375000 Penalty: 2793.701416
	Iteration 36Q: 3 clusters Score -457324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -457326.187500 Penalty: 2793.701416
	Iteration 37Q: 3 clusters Score -457326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -457330.375000 Penalty: 2793.701416
	Iteration 38Q: 3 clusters Score -457330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -457336.125000 Penalty: 2793.701416
	Iteration 39Q: 3 clusters Score -457336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -457340.187500 Penalty: 2793.701416
	Iteration 40F: 3 clusters Score -457340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -457342.750000 Penalty: 2793.701416
	Iteration 41Q: 3 clusters Score -457342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -457346.750000 Penalty: 2793.701416
	Iteration 42Q: 3 clusters Score -457346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -457347.375000 Penalty: 2793.701416
	Iteration 43Q: 3 clusters Score -457347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -457347.906250 Penalty: 2793.701416
	Iteration 44Q: 3 clusters Score -457347.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -457351.750000 Penalty: 2793.701416
	Iteration 45Q: 3 clusters Score -457351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -457353.093750 Penalty: 2793.701416
	Iteration 46Q: 3 clusters Score -457353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -457355.125000 Penalty: 2793.701416
	Iteration 47Q: 3 clusters Score -457355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -457358.687500 Penalty: 2793.701416
	Iteration 48Q: 3 clusters Score -457358.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -457361.875000 Penalty: 2793.701416
	Iteration 49Q: 3 clusters Score -457361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -457365.312500 Penalty: 2793.701416
	Iteration 50Q: 3 clusters Score -457365.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -457369.656250 Penalty: 2793.701416
	Iteration 51Q: 3 clusters Score -457369.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -457372.281250 Penalty: 2793.701416
	Iteration 52Q: 3 clusters Score -457372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -457372.375000 Penalty: 2793.701416
	Iteration 53Q: 3 clusters Score -457372.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -457372.781250 Penalty: 2793.701416
	Iteration 54Q: 3 clusters Score -457372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -457372.781250 Penalty: 2793.701416
	Iteration 55F: 3 clusters Score -457372.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Entering Unmasked Estep 
Score: -524237.312500 Penalty: 1415.475708
	Iteration 0F: 2 clusters Score -524237.3 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 3017 members 
Entering Unmasked Estep 
Score: -519563.406250 Penalty: 2830.951416
	Iteration 0F: 3 clusters Score -519563.4 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -520904.031250 Penalty: 2830.951416
	Iteration 1F: 3 clusters Score -520904 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -521096.937500 Penalty: 2830.951416
	Iteration 2F: 3 clusters Score -521096.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -521237.968750 Penalty: 2830.951416
	Iteration 3Q: 3 clusters Score -521238 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -521354.187500 Penalty: 2830.951416
	Iteration 4Q: 3 clusters Score -521354.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -521471.625000 Penalty: 2830.951416
	Iteration 5Q: 3 clusters Score -521471.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -521571.312500 Penalty: 2830.951416
	Iteration 6Q: 3 clusters Score -521571.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -521695.218750 Penalty: 2830.951416
	Iteration 7Q: 3 clusters Score -521695.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -521837.000000 Penalty: 2830.951416
	Iteration 8Q: 3 clusters Score -521837 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -521996.468750 Penalty: 2830.951416
	Iteration 9Q: 3 clusters Score -521996.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -522212.062500 Penalty: 2830.951416
	Iteration 10Q: 3 clusters Score -522212.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -522430.000000 Penalty: 2830.951416
	Iteration 11Q: 3 clusters Score -522430 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -522652.031250 Penalty: 2830.951416
	Iteration 12Q: 3 clusters Score -522652 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -522863.562500 Penalty: 2830.951416
	Iteration 13Q: 3 clusters Score -522863.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -523019.562500 Penalty: 2830.951416
	Iteration 14Q: 3 clusters Score -523019.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -523121.093750 Penalty: 2830.951416
	Iteration 15Q: 3 clusters Score -523121.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -523168.250000 Penalty: 2830.951416
	Iteration 16Q: 3 clusters Score -523168.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -523193.375000 Penalty: 2830.951416
	Iteration 17Q: 3 clusters Score -523193.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -523210.312500 Penalty: 2830.951416
	Iteration 18Q: 3 clusters Score -523210.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -523223.281250 Penalty: 2830.951416
	Iteration 19Q: 3 clusters Score -523223.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -523232.718750 Penalty: 2830.951416
	Iteration 20F: 3 clusters Score -523232.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -523240.531250 Penalty: 2830.951416
	Iteration 21Q: 3 clusters Score -523240.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -523245.500000 Penalty: 2830.951416
	Iteration 22Q: 3 clusters Score -523245.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -523249.625000 Penalty: 2830.951416
	Iteration 23Q: 3 clusters Score -523249.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -523255.156250 Penalty: 2830.951416
	Iteration 24Q: 3 clusters Score -523255.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -523260.343750 Penalty: 2830.951416
	Iteration 25Q: 3 clusters Score -523260.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -523263.468750 Penalty: 2830.951416
	Iteration 26Q: 3 clusters Score -523263.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -523265.562500 Penalty: 2830.951416
	Iteration 27Q: 3 clusters Score -523265.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -523267.750000 Penalty: 2830.951416
	Iteration 28Q: 3 clusters Score -523267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -523271.281250 Penalty: 2830.951416
	Iteration 29Q: 3 clusters Score -523271.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -523275.281250 Penalty: 2830.951416
	Iteration 30Q: 3 clusters Score -523275.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -523279.312500 Penalty: 2830.951416
	Iteration 31Q: 3 clusters Score -523279.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -523281.156250 Penalty: 2830.951416
	Iteration 32Q: 3 clusters Score -523281.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -523282.562500 Penalty: 2830.951416
	Iteration 33Q: 3 clusters Score -523282.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -523283.656250 Penalty: 2830.951416
	Iteration 34Q: 3 clusters Score -523283.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -523285.218750 Penalty: 2830.951416
	Iteration 35Q: 3 clusters Score -523285.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -523286.156250 Penalty: 2830.951416
	Iteration 36Q: 3 clusters Score -523286.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -523287.343750 Penalty: 2830.951416
	Iteration 37Q: 3 clusters Score -523287.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -523287.968750 Penalty: 2830.951416
	Iteration 38Q: 3 clusters Score -523288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -523288.156250 Penalty: 2830.951416
	Iteration 39Q: 3 clusters Score -523288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -523288.250000 Penalty: 2830.951416
	Iteration 40F: 3 clusters Score -523288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -523288.562500 Penalty: 2830.951416
	Iteration 41Q: 3 clusters Score -523288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -523289.750000 Penalty: 2830.951416
	Iteration 42Q: 3 clusters Score -523289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -523290.750000 Penalty: 2830.951416
	Iteration 43Q: 3 clusters Score -523290.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -523291.187500 Penalty: 2830.951416
	Iteration 44Q: 3 clusters Score -523291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -523291.343750 Penalty: 2830.951416
	Iteration 45Q: 3 clusters Score -523291.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -523291.343750 Penalty: 2830.951416
	Iteration 46F: 3 clusters Score -523291.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (205769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205769 members 
Entering Unmasked Estep 
Score: -18838674.000000 Penalty: 1988.107788
	Iteration 0F: 2 clusters Score -1.883867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102918 members 
Mstep: Class 2 contains 102851 members 
Entering Unmasked Estep 
Score: -18701792.000000 Penalty: 3976.215576
	Iteration 0F: 3 clusters Score -1.870179e+07 nChanged 99919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -18760472.000000 Penalty: 3976.215576
	Iteration 1F: 3 clusters Score -1.876047e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107549 members 
Mstep: Class 2 contains 98220 members 
Entering Unmasked Estep 
Score: -18761546.000000 Penalty: 3976.215576
	Iteration 2Q: 3 clusters Score -1.876155e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110676 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -18762800.000000 Penalty: 3976.215576
	Iteration 3Q: 3 clusters Score -1.87628e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115566 members 
Mstep: Class 2 contains 90203 members 
Entering Unmasked Estep 
Score: -18764806.000000 Penalty: 3976.215576
	Iteration 4Q: 3 clusters Score -1.876481e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122985 members 
Mstep: Class 2 contains 82784 members 
Entering Unmasked Estep 
Score: -18768380.000000 Penalty: 3976.215576
	Iteration 5Q: 3 clusters Score -1.876838e+07 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133828 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -18774786.000000 Penalty: 3976.215576
	Iteration 6F: 3 clusters Score -1.877479e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -18785228.000000 Penalty: 3976.215576
	Iteration 7F: 3 clusters Score -1.878523e+07 nChanged 17390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165298 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -18800252.000000 Penalty: 3976.215576
	Iteration 8F: 3 clusters Score -1.880025e+07 nChanged 16914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182038 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -18815878.000000 Penalty: 3976.215576
	Iteration 9F: 3 clusters Score -1.881588e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194232 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -18827432.000000 Penalty: 3976.215576
	Iteration 10F: 3 clusters Score -1.882743e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200903 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -18833438.000000 Penalty: 3976.215576
	Iteration 11Q: 3 clusters Score -1.883344e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203791 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -18835772.000000 Penalty: 3976.215576
	Iteration 12Q: 3 clusters Score -1.883577e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204860 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -18836576.000000 Penalty: 3976.215576
	Iteration 13Q: 3 clusters Score -1.883658e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205213 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -18836742.000000 Penalty: 3976.215576
	Iteration 14Q: 3 clusters Score -1.883674e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205342 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -18836814.000000 Penalty: 3976.215576
	Iteration 15Q: 3 clusters Score -1.883681e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205406 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -18836868.000000 Penalty: 3976.215576
	Iteration 16Q: 3 clusters Score -1.883687e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205429 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -18836918.000000 Penalty: 3976.215576
	Iteration 17Q: 3 clusters Score -1.883692e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205442 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -18836938.000000 Penalty: 3976.215576
	Iteration 18Q: 3 clusters Score -1.883694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205449 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18836950.000000 Penalty: 3976.215576
	Iteration 19Q: 3 clusters Score -1.883695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205458 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -18836966.000000 Penalty: 3976.215576
	Iteration 20F: 3 clusters Score -1.883697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205469 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -18836994.000000 Penalty: 3976.215576
	Iteration 21Q: 3 clusters Score -1.883699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205473 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -18837010.000000 Penalty: 3976.215576
	Iteration 22Q: 3 clusters Score -1.883701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205477 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18837022.000000 Penalty: 3976.215576
	Iteration 23Q: 3 clusters Score -1.883702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205478 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18837014.000000 Penalty: 3976.215576
	Iteration 24Q: 3 clusters Score -1.883701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205477 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18837006.000000 Penalty: 3976.215576
	Iteration 25Q: 3 clusters Score -1.883701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205476 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18837020.000000 Penalty: 3976.215576
	Iteration 26Q: 3 clusters Score -1.883702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205478 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18837018.000000 Penalty: 3976.215576
	Iteration 27Q: 3 clusters Score -1.883702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205480 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18837016.000000 Penalty: 3976.215576
	Iteration 28Q: 3 clusters Score -1.883702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205481 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -18837018.000000 Penalty: 3976.215576
	Iteration 29Q: 3 clusters Score -1.883702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205481 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -18837018.000000 Penalty: 3976.215576
	Iteration 30F: 3 clusters Score -1.883702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Entering Unmasked Estep 
Score: -3585050.500000 Penalty: 1706.117920
	Iteration 0F: 2 clusters Score -3585050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3560506.250000 Penalty: 3412.235840
	Iteration 0F: 3 clusters Score -3560506 nChanged 16946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3569756.750000 Penalty: 3412.235840
	Iteration 1F: 3 clusters Score -3569757 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3570063.750000 Penalty: 3412.235840
	Iteration 2Q: 3 clusters Score -3570064 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3570365.500000 Penalty: 3412.235840
	Iteration 3Q: 3 clusters Score -3570366 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3570636.250000 Penalty: 3412.235840
	Iteration 4Q: 3 clusters Score -3570636 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3570959.250000 Penalty: 3412.235840
	Iteration 5Q: 3 clusters Score -3570959 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3571431.750000 Penalty: 3412.235840
	Iteration 6Q: 3 clusters Score -3571432 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -3572109.500000 Penalty: 3412.235840
	Iteration 7Q: 3 clusters Score -3572110 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3573235.500000 Penalty: 3412.235840
	Iteration 8F: 3 clusters Score -3573236 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3575067.000000 Penalty: 3412.235840
	Iteration 9F: 3 clusters Score -3575067 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3577678.000000 Penalty: 3412.235840
	Iteration 10F: 3 clusters Score -3577678 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -3580343.500000 Penalty: 3412.235840
	Iteration 11F: 3 clusters Score -3580344 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -3582146.750000 Penalty: 3412.235840
	Iteration 12F: 3 clusters Score -3582147 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -3583059.500000 Penalty: 3412.235840
	Iteration 13Q: 3 clusters Score -3583060 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -3583334.250000 Penalty: 3412.235840
	Iteration 14Q: 3 clusters Score -3583334 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -3583425.500000 Penalty: 3412.235840
	Iteration 15Q: 3 clusters Score -3583426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -3583480.750000 Penalty: 3412.235840
	Iteration 16Q: 3 clusters Score -3583481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -3583507.000000 Penalty: 3412.235840
	Iteration 17Q: 3 clusters Score -3583507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -3583519.750000 Penalty: 3412.235840
	Iteration 18Q: 3 clusters Score -3583520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -3583520.500000 Penalty: 3412.235840
	Iteration 19Q: 3 clusters Score -3583520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -3583523.000000 Penalty: 3412.235840
	Iteration 20F: 3 clusters Score -3583523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -203911.812500 Penalty: 1258.914307
	Iteration 0F: 2 clusters Score -203911.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -201637.406250 Penalty: 2517.828613
	Iteration 0F: 3 clusters Score -201637.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -202127.531250 Penalty: 2517.828613
	Iteration 1F: 3 clusters Score -202127.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -202253.375000 Penalty: 2517.828613
	Iteration 2F: 3 clusters Score -202253.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -202338.671875 Penalty: 2517.828613
	Iteration 3F: 3 clusters Score -202338.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -202433.156250 Penalty: 2517.828613
	Iteration 4Q: 3 clusters Score -202433.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -202529.765625 Penalty: 2517.828613
	Iteration 5Q: 3 clusters Score -202529.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -202617.062500 Penalty: 2517.828613
	Iteration 6Q: 3 clusters Score -202617.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -202671.593750 Penalty: 2517.828613
	Iteration 7Q: 3 clusters Score -202671.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -202696.921875 Penalty: 2517.828613
	Iteration 8Q: 3 clusters Score -202696.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -202716.671875 Penalty: 2517.828613
	Iteration 9Q: 3 clusters Score -202716.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -202731.609375 Penalty: 2517.828613
	Iteration 10Q: 3 clusters Score -202731.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -202742.781250 Penalty: 2517.828613
	Iteration 11Q: 3 clusters Score -202742.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -202753.921875 Penalty: 2517.828613
	Iteration 12Q: 3 clusters Score -202753.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -202766.921875 Penalty: 2517.828613
	Iteration 13Q: 3 clusters Score -202766.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -202774.968750 Penalty: 2517.828613
	Iteration 14Q: 3 clusters Score -202775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -202779.921875 Penalty: 2517.828613
	Iteration 15Q: 3 clusters Score -202779.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -202785.968750 Penalty: 2517.828613
	Iteration 16Q: 3 clusters Score -202786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -202793.468750 Penalty: 2517.828613
	Iteration 17Q: 3 clusters Score -202793.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202802.531250 Penalty: 2517.828613
	Iteration 18Q: 3 clusters Score -202802.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -202808.203125 Penalty: 2517.828613
	Iteration 19Q: 3 clusters Score -202808.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -202814.156250 Penalty: 2517.828613
	Iteration 20F: 3 clusters Score -202814.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -202822.078125 Penalty: 2517.828613
	Iteration 21Q: 3 clusters Score -202822.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -202829.859375 Penalty: 2517.828613
	Iteration 22Q: 3 clusters Score -202829.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -202835.468750 Penalty: 2517.828613
	Iteration 23Q: 3 clusters Score -202835.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -202842.718750 Penalty: 2517.828613
	Iteration 24Q: 3 clusters Score -202842.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -202850.375000 Penalty: 2517.828613
	Iteration 25Q: 3 clusters Score -202850.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -202862.375000 Penalty: 2517.828613
	Iteration 26Q: 3 clusters Score -202862.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -202874.515625 Penalty: 2517.828613
	Iteration 27Q: 3 clusters Score -202874.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -202886.906250 Penalty: 2517.828613
	Iteration 28Q: 3 clusters Score -202886.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -202903.906250 Penalty: 2517.828613
	Iteration 29Q: 3 clusters Score -202903.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -202921.859375 Penalty: 2517.828613
	Iteration 30Q: 3 clusters Score -202921.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -202940.734375 Penalty: 2517.828613
	Iteration 31Q: 3 clusters Score -202940.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -202955.812500 Penalty: 2517.828613
	Iteration 32Q: 3 clusters Score -202955.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -202969.000000 Penalty: 2517.828613
	Iteration 33Q: 3 clusters Score -202969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -202986.781250 Penalty: 2517.828613
	Iteration 34Q: 3 clusters Score -202986.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -203006.953125 Penalty: 2517.828613
	Iteration 35Q: 3 clusters Score -203007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -203027.984375 Penalty: 2517.828613
	Iteration 36Q: 3 clusters Score -203028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -203045.625000 Penalty: 2517.828613
	Iteration 37Q: 3 clusters Score -203045.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -203054.734375 Penalty: 2517.828613
	Iteration 38Q: 3 clusters Score -203054.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -203064.203125 Penalty: 2517.828613
	Iteration 39Q: 3 clusters Score -203064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -203069.421875 Penalty: 2517.828613
	Iteration 40F: 3 clusters Score -203069.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -203073.234375 Penalty: 2517.828613
	Iteration 41Q: 3 clusters Score -203073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -203076.343750 Penalty: 2517.828613
	Iteration 42Q: 3 clusters Score -203076.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -203080.281250 Penalty: 2517.828613
	Iteration 43Q: 3 clusters Score -203080.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -203082.203125 Penalty: 2517.828613
	Iteration 44Q: 3 clusters Score -203082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -203084.156250 Penalty: 2517.828613
	Iteration 45Q: 3 clusters Score -203084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -203087.671875 Penalty: 2517.828613
	Iteration 46Q: 3 clusters Score -203087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -203091.109375 Penalty: 2517.828613
	Iteration 47Q: 3 clusters Score -203091.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -203095.359375 Penalty: 2517.828613
	Iteration 48Q: 3 clusters Score -203095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -203100.062500 Penalty: 2517.828613
	Iteration 49Q: 3 clusters Score -203100.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -203102.593750 Penalty: 2517.828613
	Iteration 50Q: 3 clusters Score -203102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -203106.937500 Penalty: 2517.828613
	Iteration 51Q: 3 clusters Score -203106.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -203109.953125 Penalty: 2517.828613
	Iteration 52Q: 3 clusters Score -203110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -203110.875000 Penalty: 2517.828613
	Iteration 53Q: 3 clusters Score -203110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -203111.062500 Penalty: 2517.828613
	Iteration 54Q: 3 clusters Score -203111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -203112.265625 Penalty: 2517.828613
	Iteration 55Q: 3 clusters Score -203112.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -203114.156250 Penalty: 2517.828613
	Iteration 56Q: 3 clusters Score -203114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -203115.265625 Penalty: 2517.828613
	Iteration 57Q: 3 clusters Score -203115.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -203115.921875 Penalty: 2517.828613
	Iteration 58Q: 3 clusters Score -203115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -203116.578125 Penalty: 2517.828613
	Iteration 59Q: 3 clusters Score -203116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -203119.578125 Penalty: 2517.828613
	Iteration 60F: 3 clusters Score -203119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -203121.171875 Penalty: 2517.828613
	Iteration 61Q: 3 clusters Score -203121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -203122.937500 Penalty: 2517.828613
	Iteration 62Q: 3 clusters Score -203122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -203123.328125 Penalty: 2517.828613
	Iteration 63Q: 3 clusters Score -203123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -203123.328125 Penalty: 2517.828613
	Iteration 64F: 3 clusters Score -203123.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Entering Unmasked Estep 
Score: -7589691.500000 Penalty: 1827.850098
	Iteration 0F: 2 clusters Score -7589692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -7538917.500000 Penalty: 3655.700195
	Iteration 0F: 3 clusters Score -7538918 nChanged 36379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -7559222.500000 Penalty: 3655.700195
	Iteration 1F: 3 clusters Score -7559222 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -7559663.000000 Penalty: 3655.700195
	Iteration 2Q: 3 clusters Score -7559663 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -7560138.000000 Penalty: 3655.700195
	Iteration 3Q: 3 clusters Score -7560138 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -7560850.000000 Penalty: 3655.700195
	Iteration 4Q: 3 clusters Score -7560850 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -7562094.500000 Penalty: 3655.700195
	Iteration 5Q: 3 clusters Score -7562094 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -7564461.500000 Penalty: 3655.700195
	Iteration 6F: 3 clusters Score -7564462 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -7568789.000000 Penalty: 3655.700195
	Iteration 7F: 3 clusters Score -7568789 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -7575016.000000 Penalty: 3655.700195
	Iteration 8F: 3 clusters Score -7575016 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -7581393.000000 Penalty: 3655.700195
	Iteration 9F: 3 clusters Score -7581393 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -7585377.000000 Penalty: 3655.700195
	Iteration 10F: 3 clusters Score -7585377 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -7587043.500000 Penalty: 3655.700195
	Iteration 11Q: 3 clusters Score -7587044 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -7587692.500000 Penalty: 3655.700195
	Iteration 12Q: 3 clusters Score -7587692 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -7587927.500000 Penalty: 3655.700195
	Iteration 13Q: 3 clusters Score -7587928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -7588020.000000 Penalty: 3655.700195
	Iteration 14Q: 3 clusters Score -7588020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -7588056.500000 Penalty: 3655.700195
	Iteration 15Q: 3 clusters Score -7588056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -7588072.500000 Penalty: 3655.700195
	Iteration 16Q: 3 clusters Score -7588072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -7588082.500000 Penalty: 3655.700195
	Iteration 17Q: 3 clusters Score -7588082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -7588096.500000 Penalty: 3655.700195
	Iteration 18Q: 3 clusters Score -7588096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -7588096.000000 Penalty: 3655.700195
	Iteration 19Q: 3 clusters Score -7588096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -7588105.000000 Penalty: 3655.700195
	Iteration 20F: 3 clusters Score -7588105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 76556 members 
Entering Unmasked Estep 
Score: -7588115.500000 Penalty: 3655.700195
	Iteration 21Q: 3 clusters Score -7588116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -7588114.500000 Penalty: 3655.700195
	Iteration 22Q: 3 clusters Score -7588114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 76561 members 
Entering Unmasked Estep 
Score: -7588118.000000 Penalty: 3655.700195
	Iteration 23Q: 3 clusters Score -7588118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76564 members 
Entering Unmasked Estep 
Score: -7588118.500000 Penalty: 3655.700195
	Iteration 24Q: 3 clusters Score -7588118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -7588125.500000 Penalty: 3655.700195
	Iteration 25Q: 3 clusters Score -7588126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -7588135.500000 Penalty: 3655.700195
	Iteration 26Q: 3 clusters Score -7588136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -7588137.500000 Penalty: 3655.700195
	Iteration 27Q: 3 clusters Score -7588138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -7588137.500000 Penalty: 3655.700195
	Iteration 28F: 3 clusters Score -7588138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -571500.750000 Penalty: 1425.019653
	Iteration 0F: 2 clusters Score -571500.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -566731.625000 Penalty: 2850.039307
	Iteration 0F: 3 clusters Score -566731.6 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -568385.250000 Penalty: 2850.039307
	Iteration 1F: 3 clusters Score -568385.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -568847.250000 Penalty: 2850.039307
	Iteration 2F: 3 clusters Score -568847.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -569356.375000 Penalty: 2850.039307
	Iteration 3F: 3 clusters Score -569356.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -569893.625000 Penalty: 2850.039307
	Iteration 4F: 3 clusters Score -569893.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -570316.062500 Penalty: 2850.039307
	Iteration 5F: 3 clusters Score -570316.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -570571.000000 Penalty: 2850.039307
	Iteration 6F: 3 clusters Score -570571 nChanged 222
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: -570712.437500 Penalty: 2850.039307
	Iteration 7Q: 3 clusters Score -570712.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -570812.437500 Penalty: 2850.039307
	Iteration 8Q: 3 clusters Score -570812.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -570887.312500 Penalty: 2850.039307
	Iteration 9Q: 3 clusters Score -570887.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -570942.125000 Penalty: 2850.039307
	Iteration 10Q: 3 clusters Score -570942.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -570971.937500 Penalty: 2850.039307
	Iteration 11Q: 3 clusters Score -570971.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -570994.750000 Penalty: 2850.039307
	Iteration 12Q: 3 clusters Score -570994.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -571021.437500 Penalty: 2850.039307
	Iteration 13Q: 3 clusters Score -571021.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -571047.437500 Penalty: 2850.039307
	Iteration 14Q: 3 clusters Score -571047.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -571069.875000 Penalty: 2850.039307
	Iteration 15Q: 3 clusters Score -571069.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -571087.812500 Penalty: 2850.039307
	Iteration 16Q: 3 clusters Score -571087.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -571107.750000 Penalty: 2850.039307
	Iteration 17Q: 3 clusters Score -571107.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -571119.500000 Penalty: 2850.039307
	Iteration 18Q: 3 clusters Score -571119.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -571138.187500 Penalty: 2850.039307
	Iteration 19Q: 3 clusters Score -571138.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -571156.125000 Penalty: 2850.039307
	Iteration 20F: 3 clusters Score -571156.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -571174.812500 Penalty: 2850.039307
	Iteration 21Q: 3 clusters Score -571174.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -571191.062500 Penalty: 2850.039307
	Iteration 22Q: 3 clusters Score -571191.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -571195.187500 Penalty: 2850.039307
	Iteration 23Q: 3 clusters Score -571195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -571199.062500 Penalty: 2850.039307
	Iteration 24Q: 3 clusters Score -571199.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -571203.062500 Penalty: 2850.039307
	Iteration 25Q: 3 clusters Score -571203.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -571205.687500 Penalty: 2850.039307
	Iteration 26Q: 3 clusters Score -571205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -571208.437500 Penalty: 2850.039307
	Iteration 27Q: 3 clusters Score -571208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -571209.437500 Penalty: 2850.039307
	Iteration 28Q: 3 clusters Score -571209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -571210.625000 Penalty: 2850.039307
	Iteration 29Q: 3 clusters Score -571210.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -571211.750000 Penalty: 2850.039307
	Iteration 30Q: 3 clusters Score -571211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -571211.750000 Penalty: 2850.039307
	Iteration 31F: 3 clusters Score -571211.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (85523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85523 members 
Entering Unmasked Estep 
Score: -7850856.500000 Penalty: 1845.437866
	Iteration 0F: 2 clusters Score -7850856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -7793783.500000 Penalty: 3690.875732
	Iteration 0F: 3 clusters Score -7793784 nChanged 40739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -7816694.000000 Penalty: 3690.875732
	Iteration 1F: 3 clusters Score -7816694 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -7817264.500000 Penalty: 3690.875732
	Iteration 2Q: 3 clusters Score -7817264 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -7817816.500000 Penalty: 3690.875732
	Iteration 3Q: 3 clusters Score -7817816 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -7818383.000000 Penalty: 3690.875732
	Iteration 4Q: 3 clusters Score -7818383 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -7819025.000000 Penalty: 3690.875732
	Iteration 5Q: 3 clusters Score -7819025 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -7819771.500000 Penalty: 3690.875732
	Iteration 6Q: 3 clusters Score -7819772 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -7820761.000000 Penalty: 3690.875732
	Iteration 7Q: 3 clusters Score -7820761 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -7822039.500000 Penalty: 3690.875732
	Iteration 8Q: 3 clusters Score -7822040 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -7823995.500000 Penalty: 3690.875732
	Iteration 9Q: 3 clusters Score -7823996 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -7826779.500000 Penalty: 3690.875732
	Iteration 10F: 3 clusters Score -7826780 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -7830332.500000 Penalty: 3690.875732
	Iteration 11F: 3 clusters Score -7830332 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -7833426.000000 Penalty: 3690.875732
	Iteration 12F: 3 clusters Score -7833426 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -7834867.500000 Penalty: 3690.875732
	Iteration 13Q: 3 clusters Score -7834868 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -7835284.500000 Penalty: 3690.875732
	Iteration 14Q: 3 clusters Score -7835284 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -7835428.000000 Penalty: 3690.875732
	Iteration 15Q: 3 clusters Score -7835428 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -7835600.500000 Penalty: 3690.875732
	Iteration 16Q: 3 clusters Score -7835600 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -7835713.000000 Penalty: 3690.875732
	Iteration 17Q: 3 clusters Score -7835713 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -7835803.000000 Penalty: 3690.875732
	Iteration 18Q: 3 clusters Score -7835803 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -7835896.000000 Penalty: 3690.875732
	Iteration 19Q: 3 clusters Score -7835896 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -7835977.000000 Penalty: 3690.875732
	Iteration 20F: 3 clusters Score -7835977 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -7836107.500000 Penalty: 3690.875732
	Iteration 21Q: 3 clusters Score -7836108 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -7836246.000000 Penalty: 3690.875732
	Iteration 22Q: 3 clusters Score -7836246 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -7836361.000000 Penalty: 3690.875732
	Iteration 23Q: 3 clusters Score -7836361 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -7836440.500000 Penalty: 3690.875732
	Iteration 24Q: 3 clusters Score -7836440 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -7836538.500000 Penalty: 3690.875732
	Iteration 25Q: 3 clusters Score -7836538 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -7836683.500000 Penalty: 3690.875732
	Iteration 26Q: 3 clusters Score -7836684 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -7836780.500000 Penalty: 3690.875732
	Iteration 27Q: 3 clusters Score -7836780 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -7836911.000000 Penalty: 3690.875732
	Iteration 28Q: 3 clusters Score -7836911 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -7837032.500000 Penalty: 3690.875732
	Iteration 29Q: 3 clusters Score -7837032 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -7837187.500000 Penalty: 3690.875732
	Iteration 30Q: 3 clusters Score -7837188 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -7837326.000000 Penalty: 3690.875732
	Iteration 31Q: 3 clusters Score -7837326 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -7837543.000000 Penalty: 3690.875732
	Iteration 32Q: 3 clusters Score -7837543 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -7837763.000000 Penalty: 3690.875732
	Iteration 33Q: 3 clusters Score -7837763 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -7837955.500000 Penalty: 3690.875732
	Iteration 34Q: 3 clusters Score -7837956 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -7838164.500000 Penalty: 3690.875732
	Iteration 35Q: 3 clusters Score -7838164 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -7838434.500000 Penalty: 3690.875732
	Iteration 36Q: 3 clusters Score -7838434 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -7838675.000000 Penalty: 3690.875732
	Iteration 37Q: 3 clusters Score -7838675 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -7838890.500000 Penalty: 3690.875732
	Iteration 38Q: 3 clusters Score -7838890 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -7839172.000000 Penalty: 3690.875732
	Iteration 39Q: 3 clusters Score -7839172 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 60506 members 
Entering Unmasked Estep 
Score: -7839410.500000 Penalty: 3690.875732
	Iteration 40F: 3 clusters Score -7839410 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -7839709.000000 Penalty: 3690.875732
	Iteration 41Q: 3 clusters Score -7839709 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -7839992.000000 Penalty: 3690.875732
	Iteration 42Q: 3 clusters Score -7839992 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -7840238.000000 Penalty: 3690.875732
	Iteration 43Q: 3 clusters Score -7840238 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -7840489.000000 Penalty: 3690.875732
	Iteration 44Q: 3 clusters Score -7840489 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -7840888.000000 Penalty: 3690.875732
	Iteration 45Q: 3 clusters Score -7840888 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -7841179.500000 Penalty: 3690.875732
	Iteration 46Q: 3 clusters Score -7841180 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 68214 members 
Entering Unmasked Estep 
Score: -7841513.500000 Penalty: 3690.875732
	Iteration 47Q: 3 clusters Score -7841514 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 69396 members 
Entering Unmasked Estep 
Score: -7841866.000000 Penalty: 3690.875732
	Iteration 48Q: 3 clusters Score -7841866 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 70580 members 
Entering Unmasked Estep 
Score: -7842253.000000 Penalty: 3690.875732
	Iteration 49Q: 3 clusters Score -7842253 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -7842673.500000 Penalty: 3690.875732
	Iteration 50Q: 3 clusters Score -7842674 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 72965 members 
Entering Unmasked Estep 
Score: -7843073.000000 Penalty: 3690.875732
	Iteration 51Q: 3 clusters Score -7843073 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -7843544.500000 Penalty: 3690.875732
	Iteration 52Q: 3 clusters Score -7843544 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -7843925.500000 Penalty: 3690.875732
	Iteration 53Q: 3 clusters Score -7843926 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 76352 members 
Entering Unmasked Estep 
Score: -7844384.000000 Penalty: 3690.875732
	Iteration 54Q: 3 clusters Score -7844384 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -7844904.500000 Penalty: 3690.875732
	Iteration 55Q: 3 clusters Score -7844904 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -7845332.500000 Penalty: 3690.875732
	Iteration 56Q: 3 clusters Score -7845332 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -7845839.000000 Penalty: 3690.875732
	Iteration 57Q: 3 clusters Score -7845839 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -7846365.500000 Penalty: 3690.875732
	Iteration 58Q: 3 clusters Score -7846366 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -7846880.000000 Penalty: 3690.875732
	Iteration 59Q: 3 clusters Score -7846880 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -7847365.000000 Penalty: 3690.875732
	Iteration 60F: 3 clusters Score -7847365 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -7847804.000000 Penalty: 3690.875732
	Iteration 61Q: 3 clusters Score -7847804 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 83573 members 
Entering Unmasked Estep 
Score: -7848109.500000 Penalty: 3690.875732
	Iteration 62Q: 3 clusters Score -7848110 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 84026 members 
Entering Unmasked Estep 
Score: -7848379.500000 Penalty: 3690.875732
	Iteration 63Q: 3 clusters Score -7848380 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 84379 members 
Entering Unmasked Estep 
Score: -7848616.500000 Penalty: 3690.875732
	Iteration 64Q: 3 clusters Score -7848616 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -7848736.000000 Penalty: 3690.875732
	Iteration 65Q: 3 clusters Score -7848736 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 84802 members 
Entering Unmasked Estep 
Score: -7848867.000000 Penalty: 3690.875732
	Iteration 66Q: 3 clusters Score -7848867 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -7848961.000000 Penalty: 3690.875732
	Iteration 67Q: 3 clusters Score -7848961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -7849047.000000 Penalty: 3690.875732
	Iteration 68Q: 3 clusters Score -7849047 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -7849091.500000 Penalty: 3690.875732
	Iteration 69Q: 3 clusters Score -7849092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
Score: -7849122.000000 Penalty: 3690.875732
	Iteration 70Q: 3 clusters Score -7849122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -7849143.500000 Penalty: 3690.875732
	Iteration 71Q: 3 clusters Score -7849144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -7849163.000000 Penalty: 3690.875732
	Iteration 72Q: 3 clusters Score -7849163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -7849184.000000 Penalty: 3690.875732
	Iteration 73Q: 3 clusters Score -7849184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 85214 members 
Entering Unmasked Estep 
Score: -7849195.000000 Penalty: 3690.875732
	Iteration 74Q: 3 clusters Score -7849195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 85224 members 
Entering Unmasked Estep 
Score: -7849218.000000 Penalty: 3690.875732
	Iteration 75Q: 3 clusters Score -7849218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 85231 members 
Entering Unmasked Estep 
Score: -7849220.000000 Penalty: 3690.875732
	Iteration 76Q: 3 clusters Score -7849220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -7849225.000000 Penalty: 3690.875732
	Iteration 77Q: 3 clusters Score -7849225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -7849225.000000 Penalty: 3690.875732
	Iteration 78F: 3 clusters Score -7849225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -37639.890625 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -37639.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36605.433594 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -36605.43 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36748.507812 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -36748.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36788.843750 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -36788.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36803.128906 Penalty: 1986.226929
	Iteration 3Q: 3 clusters Score -36803.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36813.953125 Penalty: 1986.226929
	Iteration 4Q: 3 clusters Score -36813.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36819.570312 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -36819.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36825.722656 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -36825.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36831.566406 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -36831.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36835.156250 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -36835.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36836.117188 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -36836.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36836.117188 Penalty: 1986.226929
	Iteration 10F: 3 clusters Score -36836.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Entering Unmasked Estep 
Score: -143416.500000 Penalty: 1198.377197
	Iteration 0F: 2 clusters Score -143416.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -141589.937500 Penalty: 2396.754395
	Iteration 0F: 3 clusters Score -141589.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -142072.656250 Penalty: 2396.754395
	Iteration 1F: 3 clusters Score -142072.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -142316.515625 Penalty: 2396.754395
	Iteration 2F: 3 clusters Score -142316.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -142604.718750 Penalty: 2396.754395
	Iteration 3F: 3 clusters Score -142604.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -142862.234375 Penalty: 2396.754395
	Iteration 4F: 3 clusters Score -142862.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -143004.828125 Penalty: 2396.754395
	Iteration 5F: 3 clusters Score -143004.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -143090.406250 Penalty: 2396.754395
	Iteration 6Q: 3 clusters Score -143090.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -143133.484375 Penalty: 2396.754395
	Iteration 7Q: 3 clusters Score -143133.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -143158.859375 Penalty: 2396.754395
	Iteration 8Q: 3 clusters Score -143158.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -143164.359375 Penalty: 2396.754395
	Iteration 9Q: 3 clusters Score -143164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -143168.265625 Penalty: 2396.754395
	Iteration 10Q: 3 clusters Score -143168.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -143168.687500 Penalty: 2396.754395
	Iteration 11Q: 3 clusters Score -143168.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -143168.687500 Penalty: 2396.754395
	Iteration 12F: 3 clusters Score -143168.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -131634.203125 Penalty: 1182.328003
	Iteration 0F: 2 clusters Score -131634.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -129920.539062 Penalty: 2364.656006
	Iteration 0F: 3 clusters Score -129920.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -130298.804688 Penalty: 2364.656006
	Iteration 1F: 3 clusters Score -130298.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -130401.500000 Penalty: 2364.656006
	Iteration 2F: 3 clusters Score -130401.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -130464.085938 Penalty: 2364.656006
	Iteration 3Q: 3 clusters Score -130464.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -130508.476562 Penalty: 2364.656006
	Iteration 4Q: 3 clusters Score -130508.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -130551.078125 Penalty: 2364.656006
	Iteration 5Q: 3 clusters Score -130551.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -130589.460938 Penalty: 2364.656006
	Iteration 6Q: 3 clusters Score -130589.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -130622.507812 Penalty: 2364.656006
	Iteration 7Q: 3 clusters Score -130622.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -130644.101562 Penalty: 2364.656006
	Iteration 8Q: 3 clusters Score -130644.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -130662.390625 Penalty: 2364.656006
	Iteration 9Q: 3 clusters Score -130662.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -130678.554688 Penalty: 2364.656006
	Iteration 10Q: 3 clusters Score -130678.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -130693.804688 Penalty: 2364.656006
	Iteration 11Q: 3 clusters Score -130693.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -130704.164062 Penalty: 2364.656006
	Iteration 12Q: 3 clusters Score -130704.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -130708.578125 Penalty: 2364.656006
	Iteration 13Q: 3 clusters Score -130708.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -130713.937500 Penalty: 2364.656006
	Iteration 14Q: 3 clusters Score -130713.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -130720.976562 Penalty: 2364.656006
	Iteration 15Q: 3 clusters Score -130721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -130726.968750 Penalty: 2364.656006
	Iteration 16Q: 3 clusters Score -130727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -130729.789062 Penalty: 2364.656006
	Iteration 17Q: 3 clusters Score -130729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -130732.210938 Penalty: 2364.656006
	Iteration 18Q: 3 clusters Score -130732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -130733.632812 Penalty: 2364.656006
	Iteration 19Q: 3 clusters Score -130733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -130734.445312 Penalty: 2364.656006
	Iteration 20F: 3 clusters Score -130734.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -130737.062500 Penalty: 2364.656006
	Iteration 21Q: 3 clusters Score -130737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -130738.531250 Penalty: 2364.656006
	Iteration 22Q: 3 clusters Score -130738.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -130742.289062 Penalty: 2364.656006
	Iteration 23Q: 3 clusters Score -130742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -130745.351562 Penalty: 2364.656006
	Iteration 24Q: 3 clusters Score -130745.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -130748.718750 Penalty: 2364.656006
	Iteration 25Q: 3 clusters Score -130748.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -130751.765625 Penalty: 2364.656006
	Iteration 26Q: 3 clusters Score -130751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -130755.203125 Penalty: 2364.656006
	Iteration 27Q: 3 clusters Score -130755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -130757.796875 Penalty: 2364.656006
	Iteration 28Q: 3 clusters Score -130757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -130759.515625 Penalty: 2364.656006
	Iteration 29Q: 3 clusters Score -130759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -130760.273438 Penalty: 2364.656006
	Iteration 30Q: 3 clusters Score -130760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -130760.671875 Penalty: 2364.656006
	Iteration 31Q: 3 clusters Score -130760.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -130761.492188 Penalty: 2364.656006
	Iteration 32Q: 3 clusters Score -130761.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -130761.492188 Penalty: 2364.656006
	Iteration 33F: 3 clusters Score -130761.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -117331.718750 Penalty: 1186.107178
	Iteration 0F: 2 clusters Score -117331.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -115599.773438 Penalty: 2372.214355
	Iteration 0F: 3 clusters Score -115599.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -116065.375000 Penalty: 2372.214355
	Iteration 1F: 3 clusters Score -116065.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -116230.750000 Penalty: 2372.214355
	Iteration 2F: 3 clusters Score -116230.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -116352.726562 Penalty: 2372.214355
	Iteration 3F: 3 clusters Score -116352.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -116442.335938 Penalty: 2372.214355
	Iteration 4Q: 3 clusters Score -116442.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -116528.179688 Penalty: 2372.214355
	Iteration 5Q: 3 clusters Score -116528.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -116624.226562 Penalty: 2372.214355
	Iteration 6Q: 3 clusters Score -116624.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -116712.437500 Penalty: 2372.214355
	Iteration 7Q: 3 clusters Score -116712.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -116779.320312 Penalty: 2372.214355
	Iteration 8Q: 3 clusters Score -116779.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -116844.203125 Penalty: 2372.214355
	Iteration 9Q: 3 clusters Score -116844.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -116919.351562 Penalty: 2372.214355
	Iteration 10Q: 3 clusters Score -116919.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -116998.164062 Penalty: 2372.214355
	Iteration 11Q: 3 clusters Score -116998.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -117059.132812 Penalty: 2372.214355
	Iteration 12Q: 3 clusters Score -117059.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -117100.640625 Penalty: 2372.214355
	Iteration 13Q: 3 clusters Score -117100.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -117118.429688 Penalty: 2372.214355
	Iteration 14Q: 3 clusters Score -117118.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -117131.765625 Penalty: 2372.214355
	Iteration 15Q: 3 clusters Score -117131.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -117139.218750 Penalty: 2372.214355
	Iteration 16Q: 3 clusters Score -117139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -117144.882812 Penalty: 2372.214355
	Iteration 17Q: 3 clusters Score -117144.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -117149.687500 Penalty: 2372.214355
	Iteration 18Q: 3 clusters Score -117149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -117152.218750 Penalty: 2372.214355
	Iteration 19Q: 3 clusters Score -117152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -117155.679688 Penalty: 2372.214355
	Iteration 20F: 3 clusters Score -117155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -117157.804688 Penalty: 2372.214355
	Iteration 21Q: 3 clusters Score -117157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -117159.781250 Penalty: 2372.214355
	Iteration 22Q: 3 clusters Score -117159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -117163.289062 Penalty: 2372.214355
	Iteration 23Q: 3 clusters Score -117163.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -117165.750000 Penalty: 2372.214355
	Iteration 24Q: 3 clusters Score -117165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -117169.593750 Penalty: 2372.214355
	Iteration 25Q: 3 clusters Score -117169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -117169.953125 Penalty: 2372.214355
	Iteration 26Q: 3 clusters Score -117170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -117171.546875 Penalty: 2372.214355
	Iteration 27Q: 3 clusters Score -117171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -117171.937500 Penalty: 2372.214355
	Iteration 28Q: 3 clusters Score -117171.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -117171.937500 Penalty: 2372.214355
	Iteration 29F: 3 clusters Score -117171.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 7589 members 
Mstep: Class 5 contains 20831 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 66041 members 
Mstep: Class 8 contains 15577 members 
Mstep: Class 9 contains 8999 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 5410 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 205769 members 
Mstep: Class 16 contains 36286 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6434 members 
Mstep: Class 20 contains 85523 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 1595 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855992.000000 Penalty: 51850.226562
Iteration 79Q: 25 clusters Score -5.385599e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 7591 members 
Mstep: Class 5 contains 20832 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 66044 members 
Mstep: Class 8 contains 15589 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 12 contains 11201 members 
Mstep: Class 13 contains 5408 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 205736 members 
Mstep: Class 16 contains 36286 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6433 members 
Mstep: Class 20 contains 85525 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 1592 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855952.000000 Penalty: 51850.226562
Iteration 80F: 25 clusters Score -5.385595e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11317 members 
Mstep: Class 4 contains 7591 members 
Mstep: Class 5 contains 20835 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 66044 members 
Mstep: Class 8 contains 15596 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 12 contains 11217 members 
Mstep: Class 13 contains 5406 members 
Mstep: Class 14 contains 6063 members 
Mstep: Class 15 contains 205703 members 
Mstep: Class 16 contains 36284 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6431 members 
Mstep: Class 20 contains 85528 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 1592 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855940.000000 Penalty: 51850.226562
Iteration 81Q: 25 clusters Score -5.385594e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 7593 members 
Mstep: Class 5 contains 20836 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 66055 members 
Mstep: Class 8 contains 15606 members 
Mstep: Class 9 contains 9000 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3876 members 
Mstep: Class 12 contains 11234 members 
Mstep: Class 13 contains 5400 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 205663 members 
Mstep: Class 16 contains 36283 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6430 members 
Mstep: Class 20 contains 85535 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 1583 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855960.000000 Penalty: 51850.226562
Iteration 82Q: 25 clusters Score -5.385596e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11313 members 
Mstep: Class 4 contains 7594 members 
Mstep: Class 5 contains 20837 members 
Mstep: Class 6 contains 8778 members 
Mstep: Class 7 contains 66063 members 
Mstep: Class 8 contains 15612 members 
Mstep: Class 9 contains 9002 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3878 members 
Mstep: Class 12 contains 11251 members 
Mstep: Class 13 contains 5395 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 205630 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76750 members 
Mstep: Class 19 contains 6430 members 
Mstep: Class 20 contains 85542 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856000.000000 Penalty: 51850.226562
Iteration 83Q: 25 clusters Score -5.3856e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11312 members 
Mstep: Class 4 contains 7593 members 
Mstep: Class 5 contains 20837 members 
Mstep: Class 6 contains 8771 members 
Mstep: Class 7 contains 66071 members 
Mstep: Class 8 contains 15612 members 
Mstep: Class 9 contains 9002 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3881 members 
Mstep: Class 12 contains 11266 members 
Mstep: Class 13 contains 5391 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 205604 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76748 members 
Mstep: Class 19 contains 6429 members 
Mstep: Class 20 contains 85549 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 1577 members 
Mstep: Class 23 contains 1447 members 
Mstep: Class 24 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53855996.000000 Penalty: 51850.226562
Iteration 84Q: 25 clusters Score -5.3856e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11313 members 
Mstep: Class 4 contains 7594 members 
Mstep: Class 5 contains 20841 members 
Mstep: Class 6 contains 8769 members 
Mstep: Class 7 contains 66070 members 
Mstep: Class 8 contains 15612 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3884 members 
Mstep: Class 12 contains 11286 members 
Mstep: Class 13 contains 5382 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 205576 members 
Mstep: Class 16 contains 36280 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76746 members 
Mstep: Class 19 contains 6428 members 
Mstep: Class 20 contains 85560 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 1566 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856016.000000 Penalty: 51850.226562
Iteration 85Q: 25 clusters Score -5.385602e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 7594 members 
Mstep: Class 5 contains 20841 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 66074 members 
Mstep: Class 8 contains 15615 members 
Mstep: Class 9 contains 9006 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 11309 members 
Mstep: Class 13 contains 5368 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 205549 members 
Mstep: Class 16 contains 36279 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76744 members 
Mstep: Class 19 contains 6425 members 
Mstep: Class 20 contains 85571 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 1556 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856028.000000 Penalty: 51850.226562
Iteration 86Q: 25 clusters Score -5.385603e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 20848 members 
Mstep: Class 6 contains 8760 members 
Mstep: Class 7 contains 66074 members 
Mstep: Class 8 contains 15618 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 11328 members 
Mstep: Class 13 contains 5361 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 205526 members 
Mstep: Class 16 contains 36279 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76744 members 
Mstep: Class 19 contains 6423 members 
Mstep: Class 20 contains 85577 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 1542 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 1574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856084.000000 Penalty: 51850.226562
Iteration 87Q: 25 clusters Score -5.385608e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11317 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 20850 members 
Mstep: Class 6 contains 8754 members 
Mstep: Class 7 contains 66072 members 
Mstep: Class 8 contains 15624 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 11347 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 205504 members 
Mstep: Class 16 contains 36279 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76744 members 
Mstep: Class 19 contains 6421 members 
Mstep: Class 20 contains 85583 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 1529 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856144.000000 Penalty: 51850.226562
Iteration 88Q: 25 clusters Score -5.385614e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11318 members 
Mstep: Class 4 contains 7613 members 
Mstep: Class 5 contains 20849 members 
Mstep: Class 6 contains 8743 members 
Mstep: Class 7 contains 66075 members 
Mstep: Class 8 contains 15628 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 11383 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 205466 members 
Mstep: Class 16 contains 36278 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76744 members 
Mstep: Class 19 contains 6421 members 
Mstep: Class 20 contains 85589 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 1516 members 
Mstep: Class 23 contains 1446 members 
Mstep: Class 24 contains 1619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856220.000000 Penalty: 51850.226562
Iteration 89Q: 25 clusters Score -5.385622e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11318 members 
Mstep: Class 4 contains 7620 members 
Mstep: Class 5 contains 20849 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 66079 members 
Mstep: Class 8 contains 15625 members 
Mstep: Class 9 contains 9006 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 11413 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 205441 members 
Mstep: Class 16 contains 36278 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76744 members 
Mstep: Class 19 contains 6420 members 
Mstep: Class 20 contains 85593 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 1501 members 
Mstep: Class 23 contains 1447 members 
Mstep: Class 24 contains 1641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856364.000000 Penalty: 51850.226562
Iteration 90Q: 25 clusters Score -5.385636e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11319 members 
Mstep: Class 4 contains 7628 members 
Mstep: Class 5 contains 20849 members 
Mstep: Class 6 contains 8711 members 
Mstep: Class 7 contains 66075 members 
Mstep: Class 8 contains 15626 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 11442 members 
Mstep: Class 13 contains 5343 members 
Mstep: Class 14 contains 6063 members 
Mstep: Class 15 contains 205417 members 
Mstep: Class 16 contains 36278 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76744 members 
Mstep: Class 19 contains 6420 members 
Mstep: Class 20 contains 85599 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 1500 members 
Mstep: Class 23 contains 1448 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856504.000000 Penalty: 51850.226562
Iteration 91Q: 25 clusters Score -5.38565e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11319 members 
Mstep: Class 4 contains 7632 members 
Mstep: Class 5 contains 20848 members 
Mstep: Class 6 contains 8693 members 
Mstep: Class 7 contains 66078 members 
Mstep: Class 8 contains 15625 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3887 members 
Mstep: Class 12 contains 11465 members 
Mstep: Class 13 contains 5343 members 
Mstep: Class 14 contains 6063 members 
Mstep: Class 15 contains 205399 members 
Mstep: Class 16 contains 36277 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76743 members 
Mstep: Class 19 contains 6419 members 
Mstep: Class 20 contains 85602 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 1504 members 
Mstep: Class 23 contains 1452 members 
Mstep: Class 24 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856452.000000 Penalty: 51850.226562
Iteration 92Q: 25 clusters Score -5.385645e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11318 members 
Mstep: Class 4 contains 7634 members 
Mstep: Class 5 contains 20849 members 
Mstep: Class 6 contains 8679 members 
Mstep: Class 7 contains 66084 members 
Mstep: Class 8 contains 15627 members 
Mstep: Class 9 contains 9002 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3888 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 13 contains 5341 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 205371 members 
Mstep: Class 16 contains 36277 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76742 members 
Mstep: Class 19 contains 6418 members 
Mstep: Class 20 contains 85603 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 1517 members 
Mstep: Class 23 contains 1454 members 
Mstep: Class 24 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856404.000000 Penalty: 51850.226562
Iteration 93Q: 25 clusters Score -5.38564e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 11319 members 
Mstep: Class 4 contains 7636 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 6 contains 8677 members 
Mstep: Class 7 contains 66085 members 
Mstep: Class 8 contains 15631 members 
Mstep: Class 9 contains 9002 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3889 members 
Mstep: Class 12 contains 11504 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 205340 members 
Mstep: Class 16 contains 36276 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76743 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 85605 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 1523 members 
Mstep: Class 23 contains 1454 members 
Mstep: Class 24 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856436.000000 Penalty: 51850.226562
Iteration 94Q: 25 clusters Score -5.385644e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6795 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 7640 members 
Mstep: Class 5 contains 20851 members 
Mstep: Class 6 contains 8678 members 
Mstep: Class 7 contains 66093 members 
Mstep: Class 8 contains 15633 members 
Mstep: Class 9 contains 9000 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3890 members 
Mstep: Class 12 contains 11520 members 
Mstep: Class 13 contains 5337 members 
Mstep: Class 14 contains 6062 members 
Mstep: Class 15 contains 205315 members 
Mstep: Class 16 contains 36275 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76743 members 
Mstep: Class 19 contains 6415 members 
Mstep: Class 20 contains 85607 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 1532 members 
Mstep: Class 23 contains 1455 members 
Mstep: Class 24 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856476.000000 Penalty: 51850.226562
Iteration 95Q: 25 clusters Score -5.385648e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6795 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 5 contains 20849 members 
Mstep: Class 6 contains 8674 members 
Mstep: Class 7 contains 66099 members 
Mstep: Class 8 contains 15643 members 
Mstep: Class 9 contains 8999 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 3891 members 
Mstep: Class 12 contains 11540 members 
Mstep: Class 13 contains 5336 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 205280 members 
Mstep: Class 16 contains 36275 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76742 members 
Mstep: Class 19 contains 6412 members 
Mstep: Class 20 contains 85610 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 1538 members 
Mstep: Class 23 contains 1456 members 
Mstep: Class 24 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856468.000000 Penalty: 51850.226562
Iteration 96Q: 25 clusters Score -5.385647e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6795 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 7653 members 
Mstep: Class 5 contains 20846 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 66103 members 
Mstep: Class 8 contains 15649 members 
Mstep: Class 9 contains 8999 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 11566 members 
Mstep: Class 13 contains 5337 members 
Mstep: Class 14 contains 6054 members 
Mstep: Class 15 contains 205249 members 
Mstep: Class 16 contains 36275 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76742 members 
Mstep: Class 19 contains 6409 members 
Mstep: Class 20 contains 85610 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 1545 members 
Mstep: Class 23 contains 1456 members 
Mstep: Class 24 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856556.000000 Penalty: 51850.226562
Iteration 97Q: 25 clusters Score -5.385656e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6795 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 7655 members 
Mstep: Class 5 contains 20846 members 
Mstep: Class 6 contains 8673 members 
Mstep: Class 7 contains 66102 members 
Mstep: Class 8 contains 15657 members 
Mstep: Class 9 contains 9000 members 
Mstep: Class 10 contains 1668 members 
Mstep: Class 11 contains 3893 members 
Mstep: Class 12 contains 11589 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 205213 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76743 members 
Mstep: Class 19 contains 6408 members 
Mstep: Class 20 contains 85609 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 23 contains 1456 members 
Mstep: Class 24 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856516.000000 Penalty: 51850.226562
Iteration 98Q: 25 clusters Score -5.385652e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11317 members 
Mstep: Class 4 contains 7656 members 
Mstep: Class 5 contains 20844 members 
Mstep: Class 6 contains 8676 members 
Mstep: Class 7 contains 66091 members 
Mstep: Class 8 contains 15664 members 
Mstep: Class 9 contains 9001 members 
Mstep: Class 10 contains 1667 members 
Mstep: Class 11 contains 3894 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 5341 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 205181 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76744 members 
Mstep: Class 19 contains 6410 members 
Mstep: Class 20 contains 85609 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 1552 members 
Mstep: Class 23 contains 1458 members 
Mstep: Class 24 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856468.000000 Penalty: 51850.226562
Iteration 99Q: 25 clusters Score -5.385647e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11318 members 
Mstep: Class 4 contains 7659 members 
Mstep: Class 5 contains 20843 members 
Mstep: Class 6 contains 8678 members 
Mstep: Class 7 contains 66096 members 
Mstep: Class 8 contains 15665 members 
Mstep: Class 9 contains 9003 members 
Mstep: Class 10 contains 1668 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11634 members 
Mstep: Class 13 contains 5340 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 205152 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76741 members 
Mstep: Class 19 contains 6409 members 
Mstep: Class 20 contains 85611 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 1552 members 
Mstep: Class 23 contains 1459 members 
Mstep: Class 24 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856428.000000 Penalty: 51850.226562
Iteration 100F: 25 clusters Score -5.385643e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11318 members 
Mstep: Class 4 contains 7664 members 
Mstep: Class 5 contains 20838 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 66103 members 
Mstep: Class 8 contains 15669 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 1669 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11654 members 
Mstep: Class 13 contains 5337 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 205122 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76740 members 
Mstep: Class 19 contains 6409 members 
Mstep: Class 20 contains 85614 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 1556 members 
Mstep: Class 23 contains 1459 members 
Mstep: Class 24 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856428.000000 Penalty: 51850.226562
Iteration 101Q: 25 clusters Score -5.385643e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11318 members 
Mstep: Class 4 contains 7665 members 
Mstep: Class 5 contains 20838 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 66111 members 
Mstep: Class 8 contains 15669 members 
Mstep: Class 9 contains 9001 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11680 members 
Mstep: Class 13 contains 5340 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 205087 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76739 members 
Mstep: Class 19 contains 6408 members 
Mstep: Class 20 contains 85614 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 1560 members 
Mstep: Class 23 contains 1458 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856412.000000 Penalty: 51850.226562
Iteration 102Q: 25 clusters Score -5.385641e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11318 members 
Mstep: Class 4 contains 7665 members 
Mstep: Class 5 contains 20838 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 66115 members 
Mstep: Class 8 contains 15668 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 5340 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 205062 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76739 members 
Mstep: Class 19 contains 6406 members 
Mstep: Class 20 contains 85615 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 1561 members 
Mstep: Class 23 contains 1457 members 
Mstep: Class 24 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856404.000000 Penalty: 51850.226562
Iteration 103Q: 25 clusters Score -5.38564e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11320 members 
Mstep: Class 4 contains 7667 members 
Mstep: Class 5 contains 20837 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 66115 members 
Mstep: Class 8 contains 15677 members 
Mstep: Class 9 contains 9001 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11709 members 
Mstep: Class 13 contains 5339 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 205042 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76739 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 85615 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 1564 members 
Mstep: Class 23 contains 1457 members 
Mstep: Class 24 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856496.000000 Penalty: 51850.226562
Iteration 104Q: 25 clusters Score -5.38565e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11320 members 
Mstep: Class 4 contains 7670 members 
Mstep: Class 5 contains 20835 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 66118 members 
Mstep: Class 8 contains 15678 members 
Mstep: Class 9 contains 8992 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 205036 members 
Mstep: Class 16 contains 36274 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76740 members 
Mstep: Class 19 contains 6404 members 
Mstep: Class 20 contains 85617 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 1564 members 
Mstep: Class 23 contains 1456 members 
Mstep: Class 24 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856484.000000 Penalty: 51850.226562
Iteration 105Q: 25 clusters Score -5.385648e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11322 members 
Mstep: Class 4 contains 7675 members 
Mstep: Class 5 contains 20842 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 66129 members 
Mstep: Class 8 contains 15680 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11719 members 
Mstep: Class 13 contains 5337 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 205023 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76740 members 
Mstep: Class 19 contains 6403 members 
Mstep: Class 20 contains 85616 members 
Mstep: Class 21 contains 487 members 
Mstep: Class 22 contains 1566 members 
Mstep: Class 23 contains 1457 members 
Mstep: Class 24 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856476.000000 Penalty: 51850.226562
Iteration 106Q: 25 clusters Score -5.385648e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 7680 members 
Mstep: Class 5 contains 20844 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66132 members 
Mstep: Class 8 contains 15687 members 
Mstep: Class 9 contains 8980 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 5337 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 205008 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76741 members 
Mstep: Class 19 contains 6403 members 
Mstep: Class 20 contains 85618 members 
Mstep: Class 21 contains 495 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 23 contains 1455 members 
Mstep: Class 24 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856540.000000 Penalty: 51850.226562
Iteration 107Q: 25 clusters Score -5.385654e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6795 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 7683 members 
Mstep: Class 5 contains 20846 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 66138 members 
Mstep: Class 8 contains 15694 members 
Mstep: Class 9 contains 8970 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11730 members 
Mstep: Class 13 contains 5337 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 205004 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76742 members 
Mstep: Class 19 contains 6403 members 
Mstep: Class 20 contains 85621 members 
Mstep: Class 21 contains 496 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 23 contains 1455 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856540.000000 Penalty: 51850.226562
Iteration 108Q: 25 clusters Score -5.385654e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11324 members 
Mstep: Class 4 contains 7689 members 
Mstep: Class 5 contains 20847 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 66143 members 
Mstep: Class 8 contains 15697 members 
Mstep: Class 9 contains 8962 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11737 members 
Mstep: Class 13 contains 5337 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 204994 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76742 members 
Mstep: Class 19 contains 6403 members 
Mstep: Class 20 contains 85624 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 1456 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856456.000000 Penalty: 51850.226562
Iteration 109Q: 25 clusters Score -5.385646e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 7694 members 
Mstep: Class 5 contains 20850 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 66139 members 
Mstep: Class 8 contains 15701 members 
Mstep: Class 9 contains 8957 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11741 members 
Mstep: Class 13 contains 5339 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 204990 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76742 members 
Mstep: Class 19 contains 6404 members 
Mstep: Class 20 contains 85624 members 
Mstep: Class 21 contains 494 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 1456 members 
Mstep: Class 24 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856500.000000 Penalty: 51850.226562
Iteration 110Q: 25 clusters Score -5.38565e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 7696 members 
Mstep: Class 5 contains 20849 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 66137 members 
Mstep: Class 8 contains 15715 members 
Mstep: Class 9 contains 8954 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11744 members 
Mstep: Class 13 contains 5343 members 
Mstep: Class 14 contains 6054 members 
Mstep: Class 15 contains 204983 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76741 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 85625 members 
Mstep: Class 21 contains 491 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 1458 members 
Mstep: Class 24 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856512.000000 Penalty: 51850.226562
Iteration 111Q: 25 clusters Score -5.385651e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11324 members 
Mstep: Class 4 contains 7698 members 
Mstep: Class 5 contains 20855 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 66138 members 
Mstep: Class 8 contains 15723 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 1669 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11749 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 204973 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76740 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 85628 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856472.000000 Penalty: 51850.226562
Iteration 112Q: 25 clusters Score -5.385647e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 7700 members 
Mstep: Class 5 contains 20856 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 66134 members 
Mstep: Class 8 contains 15735 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 10 contains 1667 members 
Mstep: Class 11 contains 3895 members 
Mstep: Class 12 contains 11751 members 
Mstep: Class 13 contains 5343 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 204965 members 
Mstep: Class 16 contains 36269 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76740 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 85629 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856440.000000 Penalty: 51850.226562
Iteration 113Q: 25 clusters Score -5.385644e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 7702 members 
Mstep: Class 5 contains 20854 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 66136 members 
Mstep: Class 8 contains 15741 members 
Mstep: Class 9 contains 8941 members 
Mstep: Class 10 contains 1666 members 
Mstep: Class 11 contains 3896 members 
Mstep: Class 12 contains 11753 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 204957 members 
Mstep: Class 16 contains 36268 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76740 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 85628 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856412.000000 Penalty: 51850.226562
Iteration 114Q: 25 clusters Score -5.385641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 7705 members 
Mstep: Class 5 contains 20851 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 66137 members 
Mstep: Class 8 contains 15748 members 
Mstep: Class 9 contains 8938 members 
Mstep: Class 10 contains 1666 members 
Mstep: Class 11 contains 3898 members 
Mstep: Class 12 contains 11755 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 204949 members 
Mstep: Class 16 contains 36265 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76740 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 85627 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856428.000000 Penalty: 51850.226562
Iteration 115Q: 25 clusters Score -5.385643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 7705 members 
Mstep: Class 5 contains 20851 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 66138 members 
Mstep: Class 8 contains 15755 members 
Mstep: Class 9 contains 8936 members 
Mstep: Class 10 contains 1666 members 
Mstep: Class 11 contains 3900 members 
Mstep: Class 12 contains 11759 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 204940 members 
Mstep: Class 16 contains 36264 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76739 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 85627 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856436.000000 Penalty: 51850.226562
Iteration 116Q: 25 clusters Score -5.385644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 7704 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 6 contains 8661 members 
Mstep: Class 7 contains 66136 members 
Mstep: Class 8 contains 15757 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 1666 members 
Mstep: Class 11 contains 3902 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 204939 members 
Mstep: Class 16 contains 36263 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76737 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 85626 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856392.000000 Penalty: 51850.226562
Iteration 117Q: 25 clusters Score -5.385639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11323 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 6 contains 8661 members 
Mstep: Class 7 contains 66137 members 
Mstep: Class 8 contains 15758 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 1666 members 
Mstep: Class 11 contains 3903 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 204935 members 
Mstep: Class 16 contains 36263 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76737 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 85626 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 1568 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856440.000000 Penalty: 51850.226562
Iteration 118Q: 25 clusters Score -5.385644e+07 nChanged 9
Entering ConstructFrom: 
Score: -53856440.000000 Penalty: 51850.226562
Entering ConstructFrom: 
Trying to split cluster 1 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -142063.359375 Penalty: 1217.301758
	Iteration 0F: 2 clusters Score -142063.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -140135.000000 Penalty: 2434.603516
	Iteration 0F: 3 clusters Score -140135 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -140551.062500 Penalty: 2434.603516
	Iteration 1F: 3 clusters Score -140551.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -140667.671875 Penalty: 2434.603516
	Iteration 2F: 3 clusters Score -140667.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -140732.125000 Penalty: 2434.603516
	Iteration 3Q: 3 clusters Score -140732.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -140780.750000 Penalty: 2434.603516
	Iteration 4Q: 3 clusters Score -140780.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -140807.828125 Penalty: 2434.603516
	Iteration 5Q: 3 clusters Score -140807.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -140824.765625 Penalty: 2434.603516
	Iteration 6Q: 3 clusters Score -140824.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -140839.531250 Penalty: 2434.603516
	Iteration 7Q: 3 clusters Score -140839.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -140853.812500 Penalty: 2434.603516
	Iteration 8Q: 3 clusters Score -140853.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -140866.031250 Penalty: 2434.603516
	Iteration 9Q: 3 clusters Score -140866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -140874.343750 Penalty: 2434.603516
	Iteration 10Q: 3 clusters Score -140874.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -140878.875000 Penalty: 2434.603516
	Iteration 11Q: 3 clusters Score -140878.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -140885.734375 Penalty: 2434.603516
	Iteration 12Q: 3 clusters Score -140885.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -140894.453125 Penalty: 2434.603516
	Iteration 13Q: 3 clusters Score -140894.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -140904.390625 Penalty: 2434.603516
	Iteration 14Q: 3 clusters Score -140904.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -140914.359375 Penalty: 2434.603516
	Iteration 15Q: 3 clusters Score -140914.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -140920.421875 Penalty: 2434.603516
	Iteration 16Q: 3 clusters Score -140920.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -140926.218750 Penalty: 2434.603516
	Iteration 17Q: 3 clusters Score -140926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -140931.359375 Penalty: 2434.603516
	Iteration 18Q: 3 clusters Score -140931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -140934.515625 Penalty: 2434.603516
	Iteration 19Q: 3 clusters Score -140934.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -140936.890625 Penalty: 2434.603516
	Iteration 20F: 3 clusters Score -140936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -140938.890625 Penalty: 2434.603516
	Iteration 21Q: 3 clusters Score -140938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -140941.234375 Penalty: 2434.603516
	Iteration 22Q: 3 clusters Score -140941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -140941.421875 Penalty: 2434.603516
	Iteration 23Q: 3 clusters Score -140941.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -140941.703125 Penalty: 2434.603516
	Iteration 24Q: 3 clusters Score -140941.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -140941.703125 Penalty: 2434.603516
	Iteration 25F: 3 clusters Score -140941.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Entering Unmasked Estep 
Score: -672223.687500 Penalty: 1433.938477
	Iteration 0F: 2 clusters Score -672223.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -667061.875000 Penalty: 2867.876953
	Iteration 0F: 3 clusters Score -667061.9 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -668649.375000 Penalty: 2867.876953
	Iteration 1F: 3 clusters Score -668649.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -668836.375000 Penalty: 2867.876953
	Iteration 2F: 3 clusters Score -668836.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -668964.437500 Penalty: 2867.876953
	Iteration 3Q: 3 clusters Score -668964.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -669072.062500 Penalty: 2867.876953
	Iteration 4Q: 3 clusters Score -669072.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -669165.750000 Penalty: 2867.876953
	Iteration 5Q: 3 clusters Score -669165.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -669241.750000 Penalty: 2867.876953
	Iteration 6Q: 3 clusters Score -669241.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -669312.562500 Penalty: 2867.876953
	Iteration 7Q: 3 clusters Score -669312.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -669382.937500 Penalty: 2867.876953
	Iteration 8Q: 3 clusters Score -669382.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -669452.500000 Penalty: 2867.876953
	Iteration 9Q: 3 clusters Score -669452.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -669524.812500 Penalty: 2867.876953
	Iteration 10Q: 3 clusters Score -669524.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -669615.125000 Penalty: 2867.876953
	Iteration 11Q: 3 clusters Score -669615.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -669713.000000 Penalty: 2867.876953
	Iteration 12Q: 3 clusters Score -669713 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -669816.125000 Penalty: 2867.876953
	Iteration 13Q: 3 clusters Score -669816.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -669905.250000 Penalty: 2867.876953
	Iteration 14Q: 3 clusters Score -669905.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -670007.062500 Penalty: 2867.876953
	Iteration 15Q: 3 clusters Score -670007.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -670115.875000 Penalty: 2867.876953
	Iteration 16Q: 3 clusters Score -670115.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -670245.937500 Penalty: 2867.876953
	Iteration 17Q: 3 clusters Score -670245.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -670375.250000 Penalty: 2867.876953
	Iteration 18Q: 3 clusters Score -670375.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -670482.937500 Penalty: 2867.876953
	Iteration 19Q: 3 clusters Score -670482.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -670600.312500 Penalty: 2867.876953
	Iteration 20F: 3 clusters Score -670600.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -670684.000000 Penalty: 2867.876953
	Iteration 21Q: 3 clusters Score -670684 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -670736.000000 Penalty: 2867.876953
	Iteration 22Q: 3 clusters Score -670736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -670784.125000 Penalty: 2867.876953
	Iteration 23Q: 3 clusters Score -670784.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -670829.187500 Penalty: 2867.876953
	Iteration 24Q: 3 clusters Score -670829.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -670870.687500 Penalty: 2867.876953
	Iteration 25Q: 3 clusters Score -670870.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -670901.125000 Penalty: 2867.876953
	Iteration 26Q: 3 clusters Score -670901.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -670912.000000 Penalty: 2867.876953
	Iteration 27Q: 3 clusters Score -670912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -670923.125000 Penalty: 2867.876953
	Iteration 28Q: 3 clusters Score -670923.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -670931.500000 Penalty: 2867.876953
	Iteration 29Q: 3 clusters Score -670931.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -670939.500000 Penalty: 2867.876953
	Iteration 30Q: 3 clusters Score -670939.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -670948.250000 Penalty: 2867.876953
	Iteration 31Q: 3 clusters Score -670948.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -670951.875000 Penalty: 2867.876953
	Iteration 32Q: 3 clusters Score -670951.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -670956.437500 Penalty: 2867.876953
	Iteration 33Q: 3 clusters Score -670956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -670959.875000 Penalty: 2867.876953
	Iteration 34Q: 3 clusters Score -670959.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -670960.750000 Penalty: 2867.876953
	Iteration 35Q: 3 clusters Score -670960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -670960.750000 Penalty: 2867.876953
	Iteration 36F: 3 clusters Score -670960.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Entering Unmasked Estep 
Score: -1091846.125000 Penalty: 1516.870972
	Iteration 0F: 2 clusters Score -1091846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1083786.500000 Penalty: 3033.741943
	Iteration 0F: 3 clusters Score -1083786 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1086469.750000 Penalty: 3033.741943
	Iteration 1F: 3 clusters Score -1086470 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1086676.500000 Penalty: 3033.741943
	Iteration 2F: 3 clusters Score -1086676 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1086848.625000 Penalty: 3033.741943
	Iteration 3Q: 3 clusters Score -1086849 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1087034.625000 Penalty: 3033.741943
	Iteration 4Q: 3 clusters Score -1087035 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1087246.625000 Penalty: 3033.741943
	Iteration 5Q: 3 clusters Score -1087247 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1087479.875000 Penalty: 3033.741943
	Iteration 6Q: 3 clusters Score -1087480 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1087772.750000 Penalty: 3033.741943
	Iteration 7Q: 3 clusters Score -1087773 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1088151.875000 Penalty: 3033.741943
	Iteration 8F: 3 clusters Score -1088152 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1088644.250000 Penalty: 3033.741943
	Iteration 9F: 3 clusters Score -1088644 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1089156.625000 Penalty: 3033.741943
	Iteration 10F: 3 clusters Score -1089157 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1089626.875000 Penalty: 3033.741943
	Iteration 11Q: 3 clusters Score -1089627 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1089959.500000 Penalty: 3033.741943
	Iteration 12Q: 3 clusters Score -1089960 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1090178.250000 Penalty: 3033.741943
	Iteration 13Q: 3 clusters Score -1090178 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1090304.375000 Penalty: 3033.741943
	Iteration 14Q: 3 clusters Score -1090304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1090368.500000 Penalty: 3033.741943
	Iteration 15Q: 3 clusters Score -1090368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1090405.250000 Penalty: 3033.741943
	Iteration 16Q: 3 clusters Score -1090405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1090429.625000 Penalty: 3033.741943
	Iteration 17Q: 3 clusters Score -1090430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1090448.625000 Penalty: 3033.741943
	Iteration 18Q: 3 clusters Score -1090449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1090459.125000 Penalty: 3033.741943
	Iteration 19Q: 3 clusters Score -1090459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1090466.375000 Penalty: 3033.741943
	Iteration 20F: 3 clusters Score -1090466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1090471.625000 Penalty: 3033.741943
	Iteration 21Q: 3 clusters Score -1090472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1090474.375000 Penalty: 3033.741943
	Iteration 22Q: 3 clusters Score -1090474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1090477.125000 Penalty: 3033.741943
	Iteration 23Q: 3 clusters Score -1090477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1090479.750000 Penalty: 3033.741943
	Iteration 24Q: 3 clusters Score -1090480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1090482.875000 Penalty: 3033.741943
	Iteration 25Q: 3 clusters Score -1090483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1090485.250000 Penalty: 3033.741943
	Iteration 26Q: 3 clusters Score -1090485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1090485.250000 Penalty: 3033.741943
	Iteration 27F: 3 clusters Score -1090485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Entering Unmasked Estep 
Score: -677603.250000 Penalty: 1454.250732
	Iteration 0F: 2 clusters Score -677603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -671917.312500 Penalty: 2908.501465
	Iteration 0F: 3 clusters Score -671917.3 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -673674.437500 Penalty: 2908.501465
	Iteration 1F: 3 clusters Score -673674.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -673962.562500 Penalty: 2908.501465
	Iteration 2F: 3 clusters Score -673962.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -674191.875000 Penalty: 2908.501465
	Iteration 3F: 3 clusters Score -674191.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -674428.187500 Penalty: 2908.501465
	Iteration 4F: 3 clusters Score -674428.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -674713.187500 Penalty: 2908.501465
	Iteration 5F: 3 clusters Score -674713.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -675028.500000 Penalty: 2908.501465
	Iteration 6F: 3 clusters Score -675028.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -675357.875000 Penalty: 2908.501465
	Iteration 7F: 3 clusters Score -675357.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -675611.437500 Penalty: 2908.501465
	Iteration 8Q: 3 clusters Score -675611.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -675801.312500 Penalty: 2908.501465
	Iteration 9Q: 3 clusters Score -675801.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -675946.812500 Penalty: 2908.501465
	Iteration 10Q: 3 clusters Score -675946.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -676074.312500 Penalty: 2908.501465
	Iteration 11Q: 3 clusters Score -676074.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -676184.125000 Penalty: 2908.501465
	Iteration 12Q: 3 clusters Score -676184.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -676272.000000 Penalty: 2908.501465
	Iteration 13Q: 3 clusters Score -676272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -676328.437500 Penalty: 2908.501465
	Iteration 14Q: 3 clusters Score -676328.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -676379.187500 Penalty: 2908.501465
	Iteration 15Q: 3 clusters Score -676379.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -676415.000000 Penalty: 2908.501465
	Iteration 16Q: 3 clusters Score -676415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -676437.312500 Penalty: 2908.501465
	Iteration 17Q: 3 clusters Score -676437.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -676448.875000 Penalty: 2908.501465
	Iteration 18Q: 3 clusters Score -676448.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -676466.625000 Penalty: 2908.501465
	Iteration 19Q: 3 clusters Score -676466.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -676476.187500 Penalty: 2908.501465
	Iteration 20F: 3 clusters Score -676476.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -676486.812500 Penalty: 2908.501465
	Iteration 21Q: 3 clusters Score -676486.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -676492.375000 Penalty: 2908.501465
	Iteration 22Q: 3 clusters Score -676492.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -676496.312500 Penalty: 2908.501465
	Iteration 23Q: 3 clusters Score -676496.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -676501.562500 Penalty: 2908.501465
	Iteration 24Q: 3 clusters Score -676501.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -676509.187500 Penalty: 2908.501465
	Iteration 25Q: 3 clusters Score -676509.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -676516.875000 Penalty: 2908.501465
	Iteration 26Q: 3 clusters Score -676516.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -676520.750000 Penalty: 2908.501465
	Iteration 27Q: 3 clusters Score -676520.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -676523.187500 Penalty: 2908.501465
	Iteration 28Q: 3 clusters Score -676523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -676526.437500 Penalty: 2908.501465
	Iteration 29Q: 3 clusters Score -676526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -676526.312500 Penalty: 2908.501465
	Iteration 30Q: 3 clusters Score -676526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -676526.312500 Penalty: 2908.501465
	Iteration 31F: 3 clusters Score -676526.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Entering Unmasked Estep 
Score: -1895949.625000 Penalty: 1616.095825
	Iteration 0F: 2 clusters Score -1895950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1881801.250000 Penalty: 3232.191650
	Iteration 0F: 3 clusters Score -1881801 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1886954.750000 Penalty: 3232.191650
	Iteration 1F: 3 clusters Score -1886955 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1887320.375000 Penalty: 3232.191650
	Iteration 2Q: 3 clusters Score -1887320 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1887716.750000 Penalty: 3232.191650
	Iteration 3Q: 3 clusters Score -1887717 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1888176.250000 Penalty: 3232.191650
	Iteration 4Q: 3 clusters Score -1888176 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1888757.875000 Penalty: 3232.191650
	Iteration 5F: 3 clusters Score -1888758 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1889497.125000 Penalty: 3232.191650
	Iteration 6F: 3 clusters Score -1889497 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1890320.750000 Penalty: 3232.191650
	Iteration 7F: 3 clusters Score -1890321 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1891167.500000 Penalty: 3232.191650
	Iteration 8F: 3 clusters Score -1891168 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1891954.375000 Penalty: 3232.191650
	Iteration 9Q: 3 clusters Score -1891954 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1892516.625000 Penalty: 3232.191650
	Iteration 10Q: 3 clusters Score -1892517 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1892944.000000 Penalty: 3232.191650
	Iteration 11Q: 3 clusters Score -1892944 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -1893261.500000 Penalty: 3232.191650
	Iteration 12Q: 3 clusters Score -1893262 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1893523.500000 Penalty: 3232.191650
	Iteration 13Q: 3 clusters Score -1893524 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1893720.750000 Penalty: 3232.191650
	Iteration 14Q: 3 clusters Score -1893721 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -1893883.500000 Penalty: 3232.191650
	Iteration 15Q: 3 clusters Score -1893884 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1894004.000000 Penalty: 3232.191650
	Iteration 16Q: 3 clusters Score -1894004 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1894113.750000 Penalty: 3232.191650
	Iteration 17Q: 3 clusters Score -1894114 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -1894217.375000 Penalty: 3232.191650
	Iteration 18Q: 3 clusters Score -1894217 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -1894292.500000 Penalty: 3232.191650
	Iteration 19Q: 3 clusters Score -1894292 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -1894348.125000 Penalty: 3232.191650
	Iteration 20F: 3 clusters Score -1894348 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -1894399.125000 Penalty: 3232.191650
	Iteration 21Q: 3 clusters Score -1894399 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -1894452.000000 Penalty: 3232.191650
	Iteration 22Q: 3 clusters Score -1894452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1894495.250000 Penalty: 3232.191650
	Iteration 23Q: 3 clusters Score -1894495 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -1894530.375000 Penalty: 3232.191650
	Iteration 24Q: 3 clusters Score -1894530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1894548.125000 Penalty: 3232.191650
	Iteration 25Q: 3 clusters Score -1894548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -1894566.000000 Penalty: 3232.191650
	Iteration 26Q: 3 clusters Score -1894566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -1894588.750000 Penalty: 3232.191650
	Iteration 27Q: 3 clusters Score -1894589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -1894608.625000 Penalty: 3232.191650
	Iteration 28Q: 3 clusters Score -1894609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -1894617.625000 Penalty: 3232.191650
	Iteration 29Q: 3 clusters Score -1894618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -1894628.375000 Penalty: 3232.191650
	Iteration 30Q: 3 clusters Score -1894628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1894631.625000 Penalty: 3232.191650
	Iteration 31Q: 3 clusters Score -1894632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -1894636.000000 Penalty: 3232.191650
	Iteration 32Q: 3 clusters Score -1894636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -1894643.125000 Penalty: 3232.191650
	Iteration 33Q: 3 clusters Score -1894643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -1894647.375000 Penalty: 3232.191650
	Iteration 34Q: 3 clusters Score -1894647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -1894650.625000 Penalty: 3232.191650
	Iteration 35Q: 3 clusters Score -1894651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -1894656.125000 Penalty: 3232.191650
	Iteration 36Q: 3 clusters Score -1894656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -1894659.250000 Penalty: 3232.191650
	Iteration 37Q: 3 clusters Score -1894659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -1894661.500000 Penalty: 3232.191650
	Iteration 38Q: 3 clusters Score -1894662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -1894664.750000 Penalty: 3232.191650
	Iteration 39Q: 3 clusters Score -1894665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1894663.750000 Penalty: 3232.191650
	Iteration 40F: 3 clusters Score -1894664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -1894662.875000 Penalty: 3232.191650
	Iteration 41Q: 3 clusters Score -1894663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -1894665.875000 Penalty: 3232.191650
	Iteration 42Q: 3 clusters Score -1894666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1894667.625000 Penalty: 3232.191650
	Iteration 43Q: 3 clusters Score -1894668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -1894670.875000 Penalty: 3232.191650
	Iteration 44Q: 3 clusters Score -1894671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -1894670.875000 Penalty: 3232.191650
	Iteration 45F: 3 clusters Score -1894671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Entering Unmasked Estep 
Score: -808707.125000 Penalty: 1473.301392
	Iteration 0F: 2 clusters Score -808707.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -802351.375000 Penalty: 2946.602783
	Iteration 0F: 3 clusters Score -802351.4 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -804361.062500 Penalty: 2946.602783
	Iteration 1F: 3 clusters Score -804361.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -804587.312500 Penalty: 2946.602783
	Iteration 2F: 3 clusters Score -804587.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -804769.250000 Penalty: 2946.602783
	Iteration 3F: 3 clusters Score -804769.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -804937.562500 Penalty: 2946.602783
	Iteration 4Q: 3 clusters Score -804937.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -805090.125000 Penalty: 2946.602783
	Iteration 5Q: 3 clusters Score -805090.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -805236.687500 Penalty: 2946.602783
	Iteration 6Q: 3 clusters Score -805236.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -805387.187500 Penalty: 2946.602783
	Iteration 7Q: 3 clusters Score -805387.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -805546.812500 Penalty: 2946.602783
	Iteration 8Q: 3 clusters Score -805546.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -805714.937500 Penalty: 2946.602783
	Iteration 9Q: 3 clusters Score -805714.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -805881.000000 Penalty: 2946.602783
	Iteration 10Q: 3 clusters Score -805881 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -806069.625000 Penalty: 2946.602783
	Iteration 11Q: 3 clusters Score -806069.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -806277.375000 Penalty: 2946.602783
	Iteration 12Q: 3 clusters Score -806277.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -806494.500000 Penalty: 2946.602783
	Iteration 13Q: 3 clusters Score -806494.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -806694.437500 Penalty: 2946.602783
	Iteration 14Q: 3 clusters Score -806694.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -806859.062500 Penalty: 2946.602783
	Iteration 15Q: 3 clusters Score -806859.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -807026.375000 Penalty: 2946.602783
	Iteration 16Q: 3 clusters Score -807026.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -807171.687500 Penalty: 2946.602783
	Iteration 17Q: 3 clusters Score -807171.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -807260.062500 Penalty: 2946.602783
	Iteration 18Q: 3 clusters Score -807260.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -807325.375000 Penalty: 2946.602783
	Iteration 19Q: 3 clusters Score -807325.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -807371.812500 Penalty: 2946.602783
	Iteration 20F: 3 clusters Score -807371.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -807399.125000 Penalty: 2946.602783
	Iteration 21Q: 3 clusters Score -807399.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -807415.437500 Penalty: 2946.602783
	Iteration 22Q: 3 clusters Score -807415.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -807431.500000 Penalty: 2946.602783
	Iteration 23Q: 3 clusters Score -807431.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -807447.562500 Penalty: 2946.602783
	Iteration 24Q: 3 clusters Score -807447.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -807459.187500 Penalty: 2946.602783
	Iteration 25Q: 3 clusters Score -807459.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -807472.125000 Penalty: 2946.602783
	Iteration 26Q: 3 clusters Score -807472.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -807477.375000 Penalty: 2946.602783
	Iteration 27Q: 3 clusters Score -807477.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -807484.187500 Penalty: 2946.602783
	Iteration 28Q: 3 clusters Score -807484.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -807490.000000 Penalty: 2946.602783
	Iteration 29Q: 3 clusters Score -807490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -807495.750000 Penalty: 2946.602783
	Iteration 30Q: 3 clusters Score -807495.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -807503.187500 Penalty: 2946.602783
	Iteration 31Q: 3 clusters Score -807503.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -807508.937500 Penalty: 2946.602783
	Iteration 32Q: 3 clusters Score -807508.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -807511.625000 Penalty: 2946.602783
	Iteration 33Q: 3 clusters Score -807511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -807512.875000 Penalty: 2946.602783
	Iteration 34Q: 3 clusters Score -807512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -807514.750000 Penalty: 2946.602783
	Iteration 35Q: 3 clusters Score -807514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -807520.625000 Penalty: 2946.602783
	Iteration 36Q: 3 clusters Score -807520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -807527.750000 Penalty: 2946.602783
	Iteration 37Q: 3 clusters Score -807527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -807527.375000 Penalty: 2946.602783
	Iteration 38Q: 3 clusters Score -807527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -807528.062500 Penalty: 2946.602783
	Iteration 39Q: 3 clusters Score -807528.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -807528.062500 Penalty: 2946.602783
	Iteration 40F: 3 clusters Score -807528.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66137 members 
Entering Unmasked Estep 
Score: -6011227.500000 Penalty: 1803.666016
	Iteration 0F: 2 clusters Score -6011228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -5967112.500000 Penalty: 3607.332031
	Iteration 0F: 3 clusters Score -5967112 nChanged 31156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -5985537.500000 Penalty: 3607.332031
	Iteration 1F: 3 clusters Score -5985538 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -5986924.500000 Penalty: 3607.332031
	Iteration 2Q: 3 clusters Score -5986924 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -5989009.500000 Penalty: 3607.332031
	Iteration 3F: 3 clusters Score -5989010 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -5992169.500000 Penalty: 3607.332031
	Iteration 4F: 3 clusters Score -5992170 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -5996293.500000 Penalty: 3607.332031
	Iteration 5F: 3 clusters Score -5996294 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -6000689.500000 Penalty: 3607.332031
	Iteration 6F: 3 clusters Score -6000690 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -6004273.000000 Penalty: 3607.332031
	Iteration 7F: 3 clusters Score -6004273 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -6006737.500000 Penalty: 3607.332031
	Iteration 8Q: 3 clusters Score -6006738 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -6008177.500000 Penalty: 3607.332031
	Iteration 9Q: 3 clusters Score -6008178 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -6008948.000000 Penalty: 3607.332031
	Iteration 10Q: 3 clusters Score -6008948 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -6009323.500000 Penalty: 3607.332031
	Iteration 11Q: 3 clusters Score -6009324 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -6009605.000000 Penalty: 3607.332031
	Iteration 12Q: 3 clusters Score -6009605 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -6009744.000000 Penalty: 3607.332031
	Iteration 13Q: 3 clusters Score -6009744 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -6009856.500000 Penalty: 3607.332031
	Iteration 14Q: 3 clusters Score -6009856 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -6009948.500000 Penalty: 3607.332031
	Iteration 15Q: 3 clusters Score -6009948 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -6010008.000000 Penalty: 3607.332031
	Iteration 16Q: 3 clusters Score -6010008 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -6010022.500000 Penalty: 3607.332031
	Iteration 17Q: 3 clusters Score -6010022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -6010050.500000 Penalty: 3607.332031
	Iteration 18Q: 3 clusters Score -6010050 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -6010079.500000 Penalty: 3607.332031
	Iteration 19Q: 3 clusters Score -6010080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -6010104.500000 Penalty: 3607.332031
	Iteration 20F: 3 clusters Score -6010104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -6010108.000000 Penalty: 3607.332031
	Iteration 21Q: 3 clusters Score -6010108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -6010117.000000 Penalty: 3607.332031
	Iteration 22Q: 3 clusters Score -6010117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -6010122.500000 Penalty: 3607.332031
	Iteration 23Q: 3 clusters Score -6010122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -6010135.500000 Penalty: 3607.332031
	Iteration 24Q: 3 clusters Score -6010136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -6010152.500000 Penalty: 3607.332031
	Iteration 25Q: 3 clusters Score -6010152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -6010152.000000 Penalty: 3607.332031
	Iteration 26Q: 3 clusters Score -6010152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -6010152.500000 Penalty: 3607.332031
	Iteration 27Q: 3 clusters Score -6010152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -6010156.000000 Penalty: 3607.332031
	Iteration 28Q: 3 clusters Score -6010156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -6010151.500000 Penalty: 3607.332031
	Iteration 29Q: 3 clusters Score -6010152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -6010157.500000 Penalty: 3607.332031
	Iteration 30Q: 3 clusters Score -6010158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -6010166.000000 Penalty: 3607.332031
	Iteration 31Q: 3 clusters Score -6010166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -6010175.500000 Penalty: 3607.332031
	Iteration 32Q: 3 clusters Score -6010176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -6010176.500000 Penalty: 3607.332031
	Iteration 33Q: 3 clusters Score -6010176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 63849 members 
Entering Unmasked Estep 
Score: -6010174.000000 Penalty: 3607.332031
	Iteration 34Q: 3 clusters Score -6010174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -6010172.000000 Penalty: 3607.332031
	Iteration 35Q: 3 clusters Score -6010172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 63887 members 
Entering Unmasked Estep 
Score: -6010168.000000 Penalty: 3607.332031
	Iteration 36Q: 3 clusters Score -6010168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -6010181.000000 Penalty: 3607.332031
	Iteration 37Q: 3 clusters Score -6010181 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -6010190.000000 Penalty: 3607.332031
	Iteration 38Q: 3 clusters Score -6010190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -6010199.500000 Penalty: 3607.332031
	Iteration 39Q: 3 clusters Score -6010200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -6010213.000000 Penalty: 3607.332031
	Iteration 40F: 3 clusters Score -6010213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -6010211.500000 Penalty: 3607.332031
	Iteration 41Q: 3 clusters Score -6010212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -6010219.500000 Penalty: 3607.332031
	Iteration 42Q: 3 clusters Score -6010220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -6010217.000000 Penalty: 3607.332031
	Iteration 43Q: 3 clusters Score -6010217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 64103 members 
Entering Unmasked Estep 
Score: -6010234.000000 Penalty: 3607.332031
	Iteration 44Q: 3 clusters Score -6010234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -6010247.500000 Penalty: 3607.332031
	Iteration 45Q: 3 clusters Score -6010248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 64152 members 
Entering Unmasked Estep 
Score: -6010263.000000 Penalty: 3607.332031
	Iteration 46Q: 3 clusters Score -6010263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -6010284.000000 Penalty: 3607.332031
	Iteration 47Q: 3 clusters Score -6010284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -6010297.000000 Penalty: 3607.332031
	Iteration 48Q: 3 clusters Score -6010297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -6010296.500000 Penalty: 3607.332031
	Iteration 49Q: 3 clusters Score -6010296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -6010305.000000 Penalty: 3607.332031
	Iteration 50Q: 3 clusters Score -6010305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -6010315.000000 Penalty: 3607.332031
	Iteration 51Q: 3 clusters Score -6010315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -6010328.000000 Penalty: 3607.332031
	Iteration 52Q: 3 clusters Score -6010328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -6010355.000000 Penalty: 3607.332031
	Iteration 53Q: 3 clusters Score -6010355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -6010370.000000 Penalty: 3607.332031
	Iteration 54Q: 3 clusters Score -6010370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 64392 members 
Entering Unmasked Estep 
Score: -6010385.500000 Penalty: 3607.332031
	Iteration 55Q: 3 clusters Score -6010386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -6010417.000000 Penalty: 3607.332031
	Iteration 56Q: 3 clusters Score -6010417 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -6010452.000000 Penalty: 3607.332031
	Iteration 57Q: 3 clusters Score -6010452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -6010517.000000 Penalty: 3607.332031
	Iteration 58Q: 3 clusters Score -6010517 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -6010584.000000 Penalty: 3607.332031
	Iteration 59Q: 3 clusters Score -6010584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
Score: -6010624.500000 Penalty: 3607.332031
	Iteration 60F: 3 clusters Score -6010624 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -6010656.000000 Penalty: 3607.332031
	Iteration 61Q: 3 clusters Score -6010656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -6010693.500000 Penalty: 3607.332031
	Iteration 62Q: 3 clusters Score -6010694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -6010717.000000 Penalty: 3607.332031
	Iteration 63Q: 3 clusters Score -6010717 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 64501 members 
Entering Unmasked Estep 
Score: -6010735.500000 Penalty: 3607.332031
	Iteration 64Q: 3 clusters Score -6010736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -6010757.500000 Penalty: 3607.332031
	Iteration 65Q: 3 clusters Score -6010758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -6010758.500000 Penalty: 3607.332031
	Iteration 66Q: 3 clusters Score -6010758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -6010743.500000 Penalty: 3607.332031
	Iteration 67Q: 3 clusters Score -6010744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -6010756.000000 Penalty: 3607.332031
	Iteration 68Q: 3 clusters Score -6010756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -6010758.000000 Penalty: 3607.332031
	Iteration 69Q: 3 clusters Score -6010758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -6010755.000000 Penalty: 3607.332031
	Iteration 70Q: 3 clusters Score -6010755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -6010759.000000 Penalty: 3607.332031
	Iteration 71Q: 3 clusters Score -6010759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -6010764.000000 Penalty: 3607.332031
	Iteration 72Q: 3 clusters Score -6010764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -6010775.000000 Penalty: 3607.332031
	Iteration 73Q: 3 clusters Score -6010775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -6010781.000000 Penalty: 3607.332031
	Iteration 74Q: 3 clusters Score -6010781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -6010783.500000 Penalty: 3607.332031
	Iteration 75Q: 3 clusters Score -6010784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -6010785.000000 Penalty: 3607.332031
	Iteration 76Q: 3 clusters Score -6010785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -6010787.500000 Penalty: 3607.332031
	Iteration 77Q: 3 clusters Score -6010788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -6010781.000000 Penalty: 3607.332031
	Iteration 78Q: 3 clusters Score -6010781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -6010782.500000 Penalty: 3607.332031
	Iteration 79Q: 3 clusters Score -6010782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -6010784.000000 Penalty: 3607.332031
	Iteration 80F: 3 clusters Score -6010784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -6010788.000000 Penalty: 3607.332031
	Iteration 81Q: 3 clusters Score -6010788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -6010785.000000 Penalty: 3607.332031
	Iteration 82Q: 3 clusters Score -6010785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -6010789.500000 Penalty: 3607.332031
	Iteration 83Q: 3 clusters Score -6010790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -6010785.500000 Penalty: 3607.332031
	Iteration 84Q: 3 clusters Score -6010786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -6010785.500000 Penalty: 3607.332031
	Iteration 85F: 3 clusters Score -6010786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Entering Unmasked Estep 
Score: -1461501.125000 Penalty: 1570.589600
	Iteration 0F: 2 clusters Score -1461501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1450709.750000 Penalty: 3141.179199
	Iteration 0F: 3 clusters Score -1450710 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1454638.625000 Penalty: 3141.179199
	Iteration 1F: 3 clusters Score -1454639 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1455269.125000 Penalty: 3141.179199
	Iteration 2F: 3 clusters Score -1455269 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1455993.125000 Penalty: 3141.179199
	Iteration 3F: 3 clusters Score -1455993 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1456873.625000 Penalty: 3141.179199
	Iteration 4F: 3 clusters Score -1456874 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1457833.125000 Penalty: 3141.179199
	Iteration 5F: 3 clusters Score -1457833 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1458688.625000 Penalty: 3141.179199
	Iteration 6F: 3 clusters Score -1458689 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1459244.875000 Penalty: 3141.179199
	Iteration 7F: 3 clusters Score -1459245 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1459509.375000 Penalty: 3141.179199
	Iteration 8Q: 3 clusters Score -1459509 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1459641.750000 Penalty: 3141.179199
	Iteration 9Q: 3 clusters Score -1459642 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1459719.625000 Penalty: 3141.179199
	Iteration 10Q: 3 clusters Score -1459720 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1459773.875000 Penalty: 3141.179199
	Iteration 11Q: 3 clusters Score -1459774 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1459818.000000 Penalty: 3141.179199
	Iteration 12Q: 3 clusters Score -1459818 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1459855.250000 Penalty: 3141.179199
	Iteration 13Q: 3 clusters Score -1459855 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1459887.375000 Penalty: 3141.179199
	Iteration 14Q: 3 clusters Score -1459887 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1459914.125000 Penalty: 3141.179199
	Iteration 15Q: 3 clusters Score -1459914 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1459943.875000 Penalty: 3141.179199
	Iteration 16Q: 3 clusters Score -1459944 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1459964.875000 Penalty: 3141.179199
	Iteration 17Q: 3 clusters Score -1459965 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1459999.875000 Penalty: 3141.179199
	Iteration 18Q: 3 clusters Score -1460000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1460031.375000 Penalty: 3141.179199
	Iteration 19Q: 3 clusters Score -1460031 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1460058.375000 Penalty: 3141.179199
	Iteration 20F: 3 clusters Score -1460058 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1460088.750000 Penalty: 3141.179199
	Iteration 21Q: 3 clusters Score -1460089 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1460112.875000 Penalty: 3141.179199
	Iteration 22Q: 3 clusters Score -1460113 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1460134.000000 Penalty: 3141.179199
	Iteration 23Q: 3 clusters Score -1460134 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1460159.625000 Penalty: 3141.179199
	Iteration 24Q: 3 clusters Score -1460160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1460181.500000 Penalty: 3141.179199
	Iteration 25Q: 3 clusters Score -1460182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1460199.125000 Penalty: 3141.179199
	Iteration 26Q: 3 clusters Score -1460199 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1460220.375000 Penalty: 3141.179199
	Iteration 27Q: 3 clusters Score -1460220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1460239.125000 Penalty: 3141.179199
	Iteration 28Q: 3 clusters Score -1460239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1460258.750000 Penalty: 3141.179199
	Iteration 29Q: 3 clusters Score -1460259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1460283.250000 Penalty: 3141.179199
	Iteration 30Q: 3 clusters Score -1460283 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1460301.625000 Penalty: 3141.179199
	Iteration 31Q: 3 clusters Score -1460302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1460321.375000 Penalty: 3141.179199
	Iteration 32Q: 3 clusters Score -1460321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1460339.125000 Penalty: 3141.179199
	Iteration 33Q: 3 clusters Score -1460339 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1460350.375000 Penalty: 3141.179199
	Iteration 34Q: 3 clusters Score -1460350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1460363.000000 Penalty: 3141.179199
	Iteration 35Q: 3 clusters Score -1460363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1460375.125000 Penalty: 3141.179199
	Iteration 36Q: 3 clusters Score -1460375 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1460379.125000 Penalty: 3141.179199
	Iteration 37Q: 3 clusters Score -1460379 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1460394.250000 Penalty: 3141.179199
	Iteration 38Q: 3 clusters Score -1460394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1460402.875000 Penalty: 3141.179199
	Iteration 39Q: 3 clusters Score -1460403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1460406.625000 Penalty: 3141.179199
	Iteration 40F: 3 clusters Score -1460407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1460411.750000 Penalty: 3141.179199
	Iteration 41Q: 3 clusters Score -1460412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1460418.625000 Penalty: 3141.179199
	Iteration 42Q: 3 clusters Score -1460419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1460425.875000 Penalty: 3141.179199
	Iteration 43Q: 3 clusters Score -1460426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1460434.000000 Penalty: 3141.179199
	Iteration 44Q: 3 clusters Score -1460434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1460437.000000 Penalty: 3141.179199
	Iteration 45Q: 3 clusters Score -1460437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1460441.375000 Penalty: 3141.179199
	Iteration 46Q: 3 clusters Score -1460441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1460441.750000 Penalty: 3141.179199
	Iteration 47Q: 3 clusters Score -1460442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1460445.875000 Penalty: 3141.179199
	Iteration 48Q: 3 clusters Score -1460446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1460451.125000 Penalty: 3141.179199
	Iteration 49Q: 3 clusters Score -1460451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1460450.250000 Penalty: 3141.179199
	Iteration 50Q: 3 clusters Score -1460450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1460455.375000 Penalty: 3141.179199
	Iteration 51Q: 3 clusters Score -1460455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1460453.875000 Penalty: 3141.179199
	Iteration 52Q: 3 clusters Score -1460454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1460455.125000 Penalty: 3141.179199
	Iteration 53Q: 3 clusters Score -1460455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1460455.250000 Penalty: 3141.179199
	Iteration 54Q: 3 clusters Score -1460455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1460458.625000 Penalty: 3141.179199
	Iteration 55Q: 3 clusters Score -1460459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1460466.625000 Penalty: 3141.179199
	Iteration 56Q: 3 clusters Score -1460467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1460464.125000 Penalty: 3141.179199
	Iteration 57Q: 3 clusters Score -1460464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1460469.375000 Penalty: 3141.179199
	Iteration 58Q: 3 clusters Score -1460469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1460466.875000 Penalty: 3141.179199
	Iteration 59Q: 3 clusters Score -1460467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1460468.000000 Penalty: 3141.179199
	Iteration 60F: 3 clusters Score -1460468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1460467.750000 Penalty: 3141.179199
	Iteration 61Q: 3 clusters Score -1460468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1460467.875000 Penalty: 3141.179199
	Iteration 62Q: 3 clusters Score -1460468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1460466.625000 Penalty: 3141.179199
	Iteration 63Q: 3 clusters Score -1460467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1460467.375000 Penalty: 3141.179199
	Iteration 64Q: 3 clusters Score -1460467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1460468.375000 Penalty: 3141.179199
	Iteration 65Q: 3 clusters Score -1460468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1460467.375000 Penalty: 3141.179199
	Iteration 66Q: 3 clusters Score -1460467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1460467.375000 Penalty: 3141.179199
	Iteration 67F: 3 clusters Score -1460467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Entering Unmasked Estep 
Score: -793997.062500 Penalty: 1478.417847
	Iteration 0F: 2 clusters Score -793997.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -787447.562500 Penalty: 2956.835693
	Iteration 0F: 3 clusters Score -787447.6 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -789640.500000 Penalty: 2956.835693
	Iteration 1F: 3 clusters Score -789640.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -789997.625000 Penalty: 2956.835693
	Iteration 2F: 3 clusters Score -789997.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -790432.187500 Penalty: 2956.835693
	Iteration 3F: 3 clusters Score -790432.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -790951.875000 Penalty: 2956.835693
	Iteration 4F: 3 clusters Score -790951.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -791497.500000 Penalty: 2956.835693
	Iteration 5F: 3 clusters Score -791497.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -791962.000000 Penalty: 2956.835693
	Iteration 6F: 3 clusters Score -791962 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -792379.375000 Penalty: 2956.835693
	Iteration 7F: 3 clusters Score -792379.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -792660.937500 Penalty: 2956.835693
	Iteration 8Q: 3 clusters Score -792660.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -792813.562500 Penalty: 2956.835693
	Iteration 9Q: 3 clusters Score -792813.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -792928.375000 Penalty: 2956.835693
	Iteration 10Q: 3 clusters Score -792928.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -793053.437500 Penalty: 2956.835693
	Iteration 11Q: 3 clusters Score -793053.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -793182.750000 Penalty: 2956.835693
	Iteration 12Q: 3 clusters Score -793182.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -793257.625000 Penalty: 2956.835693
	Iteration 13Q: 3 clusters Score -793257.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -793314.937500 Penalty: 2956.835693
	Iteration 14Q: 3 clusters Score -793314.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -793366.500000 Penalty: 2956.835693
	Iteration 15Q: 3 clusters Score -793366.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -793396.437500 Penalty: 2956.835693
	Iteration 16Q: 3 clusters Score -793396.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -793419.562500 Penalty: 2956.835693
	Iteration 17Q: 3 clusters Score -793419.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -793438.937500 Penalty: 2956.835693
	Iteration 18Q: 3 clusters Score -793438.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -793452.937500 Penalty: 2956.835693
	Iteration 19Q: 3 clusters Score -793452.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -793470.250000 Penalty: 2956.835693
	Iteration 20F: 3 clusters Score -793470.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -793483.437500 Penalty: 2956.835693
	Iteration 21Q: 3 clusters Score -793483.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -793497.875000 Penalty: 2956.835693
	Iteration 22Q: 3 clusters Score -793497.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -793505.312500 Penalty: 2956.835693
	Iteration 23Q: 3 clusters Score -793505.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -793510.312500 Penalty: 2956.835693
	Iteration 24Q: 3 clusters Score -793510.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -793514.375000 Penalty: 2956.835693
	Iteration 25Q: 3 clusters Score -793514.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -793512.750000 Penalty: 2956.835693
	Iteration 26Q: 3 clusters Score -793512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -793514.250000 Penalty: 2956.835693
	Iteration 27Q: 3 clusters Score -793514.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -793514.250000 Penalty: 2956.835693
	Iteration 28Q: 3 clusters Score -793514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -793514.875000 Penalty: 2956.835693
	Iteration 29Q: 3 clusters Score -793514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -793515.500000 Penalty: 2956.835693
	Iteration 30Q: 3 clusters Score -793515.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -793515.500000 Penalty: 2956.835693
	Iteration 31F: 3 clusters Score -793515.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -156998.734375 Penalty: 1205.454346
	Iteration 0F: 2 clusters Score -156998.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -155096.500000 Penalty: 2410.908691
	Iteration 0F: 3 clusters Score -155096.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -155493.125000 Penalty: 2410.908691
	Iteration 1F: 3 clusters Score -155493.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -155612.140625 Penalty: 2410.908691
	Iteration 2F: 3 clusters Score -155612.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -155684.937500 Penalty: 2410.908691
	Iteration 3F: 3 clusters Score -155684.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -155721.062500 Penalty: 2410.908691
	Iteration 4Q: 3 clusters Score -155721.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -155747.109375 Penalty: 2410.908691
	Iteration 5Q: 3 clusters Score -155747.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -155766.718750 Penalty: 2410.908691
	Iteration 6Q: 3 clusters Score -155766.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -155788.421875 Penalty: 2410.908691
	Iteration 7Q: 3 clusters Score -155788.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -155809.750000 Penalty: 2410.908691
	Iteration 8Q: 3 clusters Score -155809.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -155828.171875 Penalty: 2410.908691
	Iteration 9Q: 3 clusters Score -155828.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -155843.375000 Penalty: 2410.908691
	Iteration 10Q: 3 clusters Score -155843.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -155855.656250 Penalty: 2410.908691
	Iteration 11Q: 3 clusters Score -155855.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -155860.265625 Penalty: 2410.908691
	Iteration 12Q: 3 clusters Score -155860.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -155863.375000 Penalty: 2410.908691
	Iteration 13Q: 3 clusters Score -155863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -155866.375000 Penalty: 2410.908691
	Iteration 14Q: 3 clusters Score -155866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -155867.640625 Penalty: 2410.908691
	Iteration 15Q: 3 clusters Score -155867.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -155870.781250 Penalty: 2410.908691
	Iteration 16Q: 3 clusters Score -155870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -155872.343750 Penalty: 2410.908691
	Iteration 17Q: 3 clusters Score -155872.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155874.890625 Penalty: 2410.908691
	Iteration 18Q: 3 clusters Score -155874.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -155879.140625 Penalty: 2410.908691
	Iteration 19Q: 3 clusters Score -155879.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -155881.078125 Penalty: 2410.908691
	Iteration 20F: 3 clusters Score -155881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -155881.781250 Penalty: 2410.908691
	Iteration 21Q: 3 clusters Score -155881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -155882.953125 Penalty: 2410.908691
	Iteration 22Q: 3 clusters Score -155883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -155884.796875 Penalty: 2410.908691
	Iteration 23Q: 3 clusters Score -155884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -155886.140625 Penalty: 2410.908691
	Iteration 24Q: 3 clusters Score -155886.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -155889.468750 Penalty: 2410.908691
	Iteration 25Q: 3 clusters Score -155889.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -155893.359375 Penalty: 2410.908691
	Iteration 26Q: 3 clusters Score -155893.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -155898.203125 Penalty: 2410.908691
	Iteration 27Q: 3 clusters Score -155898.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -155904.765625 Penalty: 2410.908691
	Iteration 28Q: 3 clusters Score -155904.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -155909.593750 Penalty: 2410.908691
	Iteration 29Q: 3 clusters Score -155909.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -155918.296875 Penalty: 2410.908691
	Iteration 30Q: 3 clusters Score -155918.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -155929.359375 Penalty: 2410.908691
	Iteration 31Q: 3 clusters Score -155929.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -155940.281250 Penalty: 2410.908691
	Iteration 32Q: 3 clusters Score -155940.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -155951.390625 Penalty: 2410.908691
	Iteration 33Q: 3 clusters Score -155951.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -155961.531250 Penalty: 2410.908691
	Iteration 34Q: 3 clusters Score -155961.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -155969.781250 Penalty: 2410.908691
	Iteration 35Q: 3 clusters Score -155969.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -155974.093750 Penalty: 2410.908691
	Iteration 36Q: 3 clusters Score -155974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -155976.703125 Penalty: 2410.908691
	Iteration 37Q: 3 clusters Score -155976.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -155979.890625 Penalty: 2410.908691
	Iteration 38Q: 3 clusters Score -155979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -155981.015625 Penalty: 2410.908691
	Iteration 39Q: 3 clusters Score -155981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -155982.187500 Penalty: 2410.908691
	Iteration 40F: 3 clusters Score -155982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -155983.734375 Penalty: 2410.908691
	Iteration 41Q: 3 clusters Score -155983.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -155985.031250 Penalty: 2410.908691
	Iteration 42Q: 3 clusters Score -155985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -155990.593750 Penalty: 2410.908691
	Iteration 43Q: 3 clusters Score -155990.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -156004.390625 Penalty: 2410.908691
	Iteration 44Q: 3 clusters Score -156004.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -156021.093750 Penalty: 2410.908691
	Iteration 45Q: 3 clusters Score -156021.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -156045.265625 Penalty: 2410.908691
	Iteration 46Q: 3 clusters Score -156045.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -156076.750000 Penalty: 2410.908691
	Iteration 47Q: 3 clusters Score -156076.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -156117.953125 Penalty: 2410.908691
	Iteration 48Q: 3 clusters Score -156118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -156161.734375 Penalty: 2410.908691
	Iteration 49Q: 3 clusters Score -156161.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -156249.046875 Penalty: 2410.908691
	Iteration 50Q: 3 clusters Score -156249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -156359.593750 Penalty: 2410.908691
	Iteration 51Q: 3 clusters Score -156359.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -156434.687500 Penalty: 2410.908691
	Iteration 52Q: 3 clusters Score -156434.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -156478.875000 Penalty: 2410.908691
	Iteration 53Q: 3 clusters Score -156478.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -156505.500000 Penalty: 2410.908691
	Iteration 54Q: 3 clusters Score -156505.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -156518.593750 Penalty: 2410.908691
	Iteration 55Q: 3 clusters Score -156518.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -156525.218750 Penalty: 2410.908691
	Iteration 56Q: 3 clusters Score -156525.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -156530.265625 Penalty: 2410.908691
	Iteration 57Q: 3 clusters Score -156530.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -156535.937500 Penalty: 2410.908691
	Iteration 58Q: 3 clusters Score -156535.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -156540.406250 Penalty: 2410.908691
	Iteration 59Q: 3 clusters Score -156540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -156541.875000 Penalty: 2410.908691
	Iteration 60F: 3 clusters Score -156541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -156542.781250 Penalty: 2410.908691
	Iteration 61Q: 3 clusters Score -156542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -156543.531250 Penalty: 2410.908691
	Iteration 62Q: 3 clusters Score -156543.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -156543.890625 Penalty: 2410.908691
	Iteration 63Q: 3 clusters Score -156543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -156545.656250 Penalty: 2410.908691
	Iteration 64Q: 3 clusters Score -156545.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -156549.296875 Penalty: 2410.908691
	Iteration 65Q: 3 clusters Score -156549.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -156551.734375 Penalty: 2410.908691
	Iteration 66Q: 3 clusters Score -156551.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -156551.734375 Penalty: 2410.908691
	Iteration 67F: 3 clusters Score -156551.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Entering Unmasked Estep 
Score: -375356.312500 Penalty: 1343.835571
	Iteration 0F: 2 clusters Score -375356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -372048.531250 Penalty: 2687.671143
	Iteration 0F: 3 clusters Score -372048.5 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -372980.187500 Penalty: 2687.671143
	Iteration 1F: 3 clusters Score -372980.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -373297.062500 Penalty: 2687.671143
	Iteration 2F: 3 clusters Score -373297.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -373685.781250 Penalty: 2687.671143
	Iteration 3F: 3 clusters Score -373685.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -374082.500000 Penalty: 2687.671143
	Iteration 4F: 3 clusters Score -374082.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -374401.156250 Penalty: 2687.671143
	Iteration 5F: 3 clusters Score -374401.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -374672.031250 Penalty: 2687.671143
	Iteration 6F: 3 clusters Score -374672 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -374878.812500 Penalty: 2687.671143
	Iteration 7Q: 3 clusters Score -374878.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -375020.312500 Penalty: 2687.671143
	Iteration 8Q: 3 clusters Score -375020.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -375105.562500 Penalty: 2687.671143
	Iteration 9Q: 3 clusters Score -375105.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -375171.281250 Penalty: 2687.671143
	Iteration 10Q: 3 clusters Score -375171.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -375208.343750 Penalty: 2687.671143
	Iteration 11Q: 3 clusters Score -375208.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -375225.125000 Penalty: 2687.671143
	Iteration 12Q: 3 clusters Score -375225.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -375232.125000 Penalty: 2687.671143
	Iteration 13Q: 3 clusters Score -375232.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -375234.750000 Penalty: 2687.671143
	Iteration 14Q: 3 clusters Score -375234.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -375235.468750 Penalty: 2687.671143
	Iteration 15Q: 3 clusters Score -375235.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -375236.468750 Penalty: 2687.671143
	Iteration 16Q: 3 clusters Score -375236.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -375236.750000 Penalty: 2687.671143
	Iteration 17Q: 3 clusters Score -375236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -375236.750000 Penalty: 2687.671143
	Iteration 18F: 3 clusters Score -375236.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Entering Unmasked Estep 
Score: -1102637.625000 Penalty: 1523.148926
	Iteration 0F: 2 clusters Score -1102638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1094351.500000 Penalty: 3046.297852
	Iteration 0F: 3 clusters Score -1094352 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1097199.375000 Penalty: 3046.297852
	Iteration 1F: 3 clusters Score -1097199 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1097635.375000 Penalty: 3046.297852
	Iteration 2F: 3 clusters Score -1097635 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1098132.500000 Penalty: 3046.297852
	Iteration 3F: 3 clusters Score -1098132 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1098747.750000 Penalty: 3046.297852
	Iteration 4F: 3 clusters Score -1098748 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1099545.000000 Penalty: 3046.297852
	Iteration 5F: 3 clusters Score -1099545 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1100364.750000 Penalty: 3046.297852
	Iteration 6F: 3 clusters Score -1100365 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1100929.125000 Penalty: 3046.297852
	Iteration 7F: 3 clusters Score -1100929 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1101248.000000 Penalty: 3046.297852
	Iteration 8Q: 3 clusters Score -1101248 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1101412.000000 Penalty: 3046.297852
	Iteration 9Q: 3 clusters Score -1101412 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1101512.750000 Penalty: 3046.297852
	Iteration 10Q: 3 clusters Score -1101513 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1101575.625000 Penalty: 3046.297852
	Iteration 11Q: 3 clusters Score -1101576 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1101622.500000 Penalty: 3046.297852
	Iteration 12Q: 3 clusters Score -1101622 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1101654.000000 Penalty: 3046.297852
	Iteration 13Q: 3 clusters Score -1101654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1101687.125000 Penalty: 3046.297852
	Iteration 14Q: 3 clusters Score -1101687 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1101711.250000 Penalty: 3046.297852
	Iteration 15Q: 3 clusters Score -1101711 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1101733.625000 Penalty: 3046.297852
	Iteration 16Q: 3 clusters Score -1101734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1101755.625000 Penalty: 3046.297852
	Iteration 17Q: 3 clusters Score -1101756 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1101765.625000 Penalty: 3046.297852
	Iteration 18Q: 3 clusters Score -1101766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1101770.375000 Penalty: 3046.297852
	Iteration 19Q: 3 clusters Score -1101770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1101778.750000 Penalty: 3046.297852
	Iteration 20F: 3 clusters Score -1101779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1101785.625000 Penalty: 3046.297852
	Iteration 21Q: 3 clusters Score -1101786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1101791.000000 Penalty: 3046.297852
	Iteration 22Q: 3 clusters Score -1101791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1101799.375000 Penalty: 3046.297852
	Iteration 23Q: 3 clusters Score -1101799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1101801.625000 Penalty: 3046.297852
	Iteration 24Q: 3 clusters Score -1101802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1101801.625000 Penalty: 3046.297852
	Iteration 25Q: 3 clusters Score -1101802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1101804.000000 Penalty: 3046.297852
	Iteration 26Q: 3 clusters Score -1101804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1101803.750000 Penalty: 3046.297852
	Iteration 27Q: 3 clusters Score -1101804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1101806.375000 Penalty: 3046.297852
	Iteration 28Q: 3 clusters Score -1101806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1101808.625000 Penalty: 3046.297852
	Iteration 29Q: 3 clusters Score -1101809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1101810.625000 Penalty: 3046.297852
	Iteration 30Q: 3 clusters Score -1101811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1101813.000000 Penalty: 3046.297852
	Iteration 31Q: 3 clusters Score -1101813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1101814.500000 Penalty: 3046.297852
	Iteration 32Q: 3 clusters Score -1101814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1101814.750000 Penalty: 3046.297852
	Iteration 33Q: 3 clusters Score -1101815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1101819.125000 Penalty: 3046.297852
	Iteration 34Q: 3 clusters Score -1101819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1101821.375000 Penalty: 3046.297852
	Iteration 35Q: 3 clusters Score -1101821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1101819.750000 Penalty: 3046.297852
	Iteration 36Q: 3 clusters Score -1101820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1101821.125000 Penalty: 3046.297852
	Iteration 37Q: 3 clusters Score -1101821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1101824.500000 Penalty: 3046.297852
	Iteration 38Q: 3 clusters Score -1101824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1101824.125000 Penalty: 3046.297852
	Iteration 39Q: 3 clusters Score -1101824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1101823.125000 Penalty: 3046.297852
	Iteration 40F: 3 clusters Score -1101823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1101822.375000 Penalty: 3046.297852
	Iteration 41Q: 3 clusters Score -1101822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1101822.375000 Penalty: 3046.297852
	Iteration 42F: 3 clusters Score -1101822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -452801.656250 Penalty: 1394.886475
	Iteration 0F: 2 clusters Score -452801.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -448668.781250 Penalty: 2789.772949
	Iteration 0F: 3 clusters Score -448668.8 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -449830.437500 Penalty: 2789.772949
	Iteration 1F: 3 clusters Score -449830.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -450023.312500 Penalty: 2789.772949
	Iteration 2F: 3 clusters Score -450023.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -450179.312500 Penalty: 2789.772949
	Iteration 3F: 3 clusters Score -450179.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -450312.031250 Penalty: 2789.772949
	Iteration 4Q: 3 clusters Score -450312 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -450430.875000 Penalty: 2789.772949
	Iteration 5Q: 3 clusters Score -450430.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -450540.906250 Penalty: 2789.772949
	Iteration 6Q: 3 clusters Score -450540.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -450646.875000 Penalty: 2789.772949
	Iteration 7Q: 3 clusters Score -450646.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -450752.500000 Penalty: 2789.772949
	Iteration 8Q: 3 clusters Score -450752.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -450866.500000 Penalty: 2789.772949
	Iteration 9Q: 3 clusters Score -450866.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -450964.031250 Penalty: 2789.772949
	Iteration 10Q: 3 clusters Score -450964 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -451066.937500 Penalty: 2789.772949
	Iteration 11Q: 3 clusters Score -451066.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -451164.562500 Penalty: 2789.772949
	Iteration 12Q: 3 clusters Score -451164.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -451265.125000 Penalty: 2789.772949
	Iteration 13Q: 3 clusters Score -451265.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -451328.125000 Penalty: 2789.772949
	Iteration 14Q: 3 clusters Score -451328.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -451377.093750 Penalty: 2789.772949
	Iteration 15Q: 3 clusters Score -451377.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -451421.500000 Penalty: 2789.772949
	Iteration 16Q: 3 clusters Score -451421.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -451457.531250 Penalty: 2789.772949
	Iteration 17Q: 3 clusters Score -451457.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -451485.531250 Penalty: 2789.772949
	Iteration 18Q: 3 clusters Score -451485.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -451507.937500 Penalty: 2789.772949
	Iteration 19Q: 3 clusters Score -451507.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -451528.468750 Penalty: 2789.772949
	Iteration 20F: 3 clusters Score -451528.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -451544.343750 Penalty: 2789.772949
	Iteration 21Q: 3 clusters Score -451544.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -451552.125000 Penalty: 2789.772949
	Iteration 22Q: 3 clusters Score -451552.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -451564.062500 Penalty: 2789.772949
	Iteration 23Q: 3 clusters Score -451564.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -451570.000000 Penalty: 2789.772949
	Iteration 24Q: 3 clusters Score -451570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -451580.343750 Penalty: 2789.772949
	Iteration 25Q: 3 clusters Score -451580.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -451588.625000 Penalty: 2789.772949
	Iteration 26Q: 3 clusters Score -451588.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -451595.500000 Penalty: 2789.772949
	Iteration 27Q: 3 clusters Score -451595.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -451602.875000 Penalty: 2789.772949
	Iteration 28Q: 3 clusters Score -451602.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -451610.125000 Penalty: 2789.772949
	Iteration 29Q: 3 clusters Score -451610.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -451616.656250 Penalty: 2789.772949
	Iteration 30Q: 3 clusters Score -451616.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -451623.437500 Penalty: 2789.772949
	Iteration 31Q: 3 clusters Score -451623.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -451635.843750 Penalty: 2789.772949
	Iteration 32Q: 3 clusters Score -451635.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -451642.343750 Penalty: 2789.772949
	Iteration 33Q: 3 clusters Score -451642.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -451646.062500 Penalty: 2789.772949
	Iteration 34Q: 3 clusters Score -451646.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -451652.375000 Penalty: 2789.772949
	Iteration 35Q: 3 clusters Score -451652.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -451657.406250 Penalty: 2789.772949
	Iteration 36Q: 3 clusters Score -451657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -451659.468750 Penalty: 2789.772949
	Iteration 37Q: 3 clusters Score -451659.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -451663.125000 Penalty: 2789.772949
	Iteration 38Q: 3 clusters Score -451663.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -451669.718750 Penalty: 2789.772949
	Iteration 39Q: 3 clusters Score -451669.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -451671.718750 Penalty: 2789.772949
	Iteration 40F: 3 clusters Score -451671.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -451675.593750 Penalty: 2789.772949
	Iteration 41Q: 3 clusters Score -451675.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -451679.062500 Penalty: 2789.772949
	Iteration 42Q: 3 clusters Score -451679.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -451684.343750 Penalty: 2789.772949
	Iteration 43Q: 3 clusters Score -451684.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -451686.718750 Penalty: 2789.772949
	Iteration 44Q: 3 clusters Score -451686.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -451688.406250 Penalty: 2789.772949
	Iteration 45Q: 3 clusters Score -451688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -451689.187500 Penalty: 2789.772949
	Iteration 46Q: 3 clusters Score -451689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -451689.250000 Penalty: 2789.772949
	Iteration 47Q: 3 clusters Score -451689.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -451689.250000 Penalty: 2789.772949
	Iteration 48F: 3 clusters Score -451689.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -523453.093750 Penalty: 1415.154053
	Iteration 0F: 2 clusters Score -523453.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -518748.375000 Penalty: 2830.308105
	Iteration 0F: 3 clusters Score -518748.4 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -520072.781250 Penalty: 2830.308105
	Iteration 1F: 3 clusters Score -520072.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -520262.281250 Penalty: 2830.308105
	Iteration 2F: 3 clusters Score -520262.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -520386.343750 Penalty: 2830.308105
	Iteration 3F: 3 clusters Score -520386.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -520471.625000 Penalty: 2830.308105
	Iteration 4Q: 3 clusters Score -520471.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -520529.312500 Penalty: 2830.308105
	Iteration 5Q: 3 clusters Score -520529.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -520591.531250 Penalty: 2830.308105
	Iteration 6Q: 3 clusters Score -520591.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -520646.218750 Penalty: 2830.308105
	Iteration 7Q: 3 clusters Score -520646.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -520690.625000 Penalty: 2830.308105
	Iteration 8Q: 3 clusters Score -520690.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -520719.968750 Penalty: 2830.308105
	Iteration 9Q: 3 clusters Score -520720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -520748.875000 Penalty: 2830.308105
	Iteration 10Q: 3 clusters Score -520748.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -520779.125000 Penalty: 2830.308105
	Iteration 11Q: 3 clusters Score -520779.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -520811.656250 Penalty: 2830.308105
	Iteration 12Q: 3 clusters Score -520811.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -520841.562500 Penalty: 2830.308105
	Iteration 13Q: 3 clusters Score -520841.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -520870.812500 Penalty: 2830.308105
	Iteration 14Q: 3 clusters Score -520870.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -520916.718750 Penalty: 2830.308105
	Iteration 15Q: 3 clusters Score -520916.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -520975.812500 Penalty: 2830.308105
	Iteration 16Q: 3 clusters Score -520975.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -521037.937500 Penalty: 2830.308105
	Iteration 17Q: 3 clusters Score -521037.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -521104.781250 Penalty: 2830.308105
	Iteration 18Q: 3 clusters Score -521104.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -521185.343750 Penalty: 2830.308105
	Iteration 19Q: 3 clusters Score -521185.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -521280.781250 Penalty: 2830.308105
	Iteration 20F: 3 clusters Score -521280.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -521383.375000 Penalty: 2830.308105
	Iteration 21Q: 3 clusters Score -521383.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -521513.781250 Penalty: 2830.308105
	Iteration 22Q: 3 clusters Score -521513.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -521655.468750 Penalty: 2830.308105
	Iteration 23Q: 3 clusters Score -521655.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -521821.875000 Penalty: 2830.308105
	Iteration 24Q: 3 clusters Score -521821.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -521961.062500 Penalty: 2830.308105
	Iteration 25Q: 3 clusters Score -521961.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -522088.531250 Penalty: 2830.308105
	Iteration 26Q: 3 clusters Score -522088.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -522177.281250 Penalty: 2830.308105
	Iteration 27Q: 3 clusters Score -522177.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -522242.500000 Penalty: 2830.308105
	Iteration 28Q: 3 clusters Score -522242.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -522284.343750 Penalty: 2830.308105
	Iteration 29Q: 3 clusters Score -522284.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -522311.562500 Penalty: 2830.308105
	Iteration 30Q: 3 clusters Score -522311.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -522335.281250 Penalty: 2830.308105
	Iteration 31Q: 3 clusters Score -522335.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -522350.375000 Penalty: 2830.308105
	Iteration 32Q: 3 clusters Score -522350.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -522361.500000 Penalty: 2830.308105
	Iteration 33Q: 3 clusters Score -522361.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -522374.250000 Penalty: 2830.308105
	Iteration 34Q: 3 clusters Score -522374.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -522384.218750 Penalty: 2830.308105
	Iteration 35Q: 3 clusters Score -522384.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -522387.968750 Penalty: 2830.308105
	Iteration 36Q: 3 clusters Score -522388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -522393.625000 Penalty: 2830.308105
	Iteration 37Q: 3 clusters Score -522393.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -522397.750000 Penalty: 2830.308105
	Iteration 38Q: 3 clusters Score -522397.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -522400.281250 Penalty: 2830.308105
	Iteration 39Q: 3 clusters Score -522400.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -522403.500000 Penalty: 2830.308105
	Iteration 40F: 3 clusters Score -522403.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -522406.812500 Penalty: 2830.308105
	Iteration 41Q: 3 clusters Score -522406.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -522407.718750 Penalty: 2830.308105
	Iteration 42Q: 3 clusters Score -522407.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -522409.031250 Penalty: 2830.308105
	Iteration 43Q: 3 clusters Score -522409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -522410.656250 Penalty: 2830.308105
	Iteration 44Q: 3 clusters Score -522410.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -522412.937500 Penalty: 2830.308105
	Iteration 45Q: 3 clusters Score -522412.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -522414.062500 Penalty: 2830.308105
	Iteration 46Q: 3 clusters Score -522414.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -522415.937500 Penalty: 2830.308105
	Iteration 47Q: 3 clusters Score -522415.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -522418.000000 Penalty: 2830.308105
	Iteration 48Q: 3 clusters Score -522418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -522420.250000 Penalty: 2830.308105
	Iteration 49Q: 3 clusters Score -522420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -522421.125000 Penalty: 2830.308105
	Iteration 50Q: 3 clusters Score -522421.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -522422.250000 Penalty: 2830.308105
	Iteration 51Q: 3 clusters Score -522422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -522423.312500 Penalty: 2830.308105
	Iteration 52Q: 3 clusters Score -522423.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -522422.500000 Penalty: 2830.308105
	Iteration 53Q: 3 clusters Score -522422.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -522423.687500 Penalty: 2830.308105
	Iteration 54Q: 3 clusters Score -522423.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -522424.906250 Penalty: 2830.308105
	Iteration 55Q: 3 clusters Score -522424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -522426.156250 Penalty: 2830.308105
	Iteration 56Q: 3 clusters Score -522426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -522425.156250 Penalty: 2830.308105
	Iteration 57Q: 3 clusters Score -522425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -522425.562500 Penalty: 2830.308105
	Iteration 58Q: 3 clusters Score -522425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -522425.562500 Penalty: 2830.308105
	Iteration 59F: 3 clusters Score -522425.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (204931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204931 members 
Entering Unmasked Estep 
Score: -18763044.000000 Penalty: 1987.444702
	Iteration 0F: 2 clusters Score -1.876304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102492 members 
Mstep: Class 2 contains 102439 members 
Entering Unmasked Estep 
Score: -18626772.000000 Penalty: 3974.889404
	Iteration 0F: 3 clusters Score -1.862677e+07 nChanged 99443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99321 members 
Mstep: Class 2 contains 105610 members 
Entering Unmasked Estep 
Score: -18685832.000000 Penalty: 3974.889404
	Iteration 1F: 3 clusters Score -1.868583e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97338 members 
Mstep: Class 2 contains 107593 members 
Entering Unmasked Estep 
Score: -18687836.000000 Penalty: 3974.889404
	Iteration 2Q: 3 clusters Score -1.868784e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -18690602.000000 Penalty: 3974.889404
	Iteration 3Q: 3 clusters Score -1.86906e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 115053 members 
Entering Unmasked Estep 
Score: -18694038.000000 Penalty: 3974.889404
	Iteration 4Q: 3 clusters Score -1.869404e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 121258 members 
Entering Unmasked Estep 
Score: -18698686.000000 Penalty: 3974.889404
	Iteration 5F: 3 clusters Score -1.869869e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 129696 members 
Entering Unmasked Estep 
Score: -18704962.000000 Penalty: 3974.889404
	Iteration 6F: 3 clusters Score -1.870496e+07 nChanged 13167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 140165 members 
Entering Unmasked Estep 
Score: -18712728.000000 Penalty: 3974.889404
	Iteration 7F: 3 clusters Score -1.871273e+07 nChanged 13368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 152139 members 
Entering Unmasked Estep 
Score: -18721424.000000 Penalty: 3974.889404
	Iteration 8F: 3 clusters Score -1.872142e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 164754 members 
Entering Unmasked Estep 
Score: -18731000.000000 Penalty: 3974.889404
	Iteration 9F: 3 clusters Score -1.8731e+07 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 176856 members 
Entering Unmasked Estep 
Score: -18740046.000000 Penalty: 3974.889404
	Iteration 10F: 3 clusters Score -1.874005e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 186911 members 
Entering Unmasked Estep 
Score: -18748146.000000 Penalty: 3974.889404
	Iteration 11Q: 3 clusters Score -1.874815e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 194120 members 
Entering Unmasked Estep 
Score: -18754036.000000 Penalty: 3974.889404
	Iteration 12Q: 3 clusters Score -1.875404e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 198555 members 
Entering Unmasked Estep 
Score: -18757528.000000 Penalty: 3974.889404
	Iteration 13Q: 3 clusters Score -1.875753e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 200928 members 
Entering Unmasked Estep 
Score: -18759440.000000 Penalty: 3974.889404
	Iteration 14Q: 3 clusters Score -1.875944e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 202103 members 
Entering Unmasked Estep 
Score: -18760350.000000 Penalty: 3974.889404
	Iteration 15Q: 3 clusters Score -1.876035e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 202692 members 
Entering Unmasked Estep 
Score: -18760878.000000 Penalty: 3974.889404
	Iteration 16Q: 3 clusters Score -1.876088e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 202963 members 
Entering Unmasked Estep 
Score: -18761200.000000 Penalty: 3974.889404
	Iteration 17Q: 3 clusters Score -1.87612e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 203105 members 
Entering Unmasked Estep 
Score: -18761446.000000 Penalty: 3974.889404
	Iteration 18Q: 3 clusters Score -1.876145e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 203181 members 
Entering Unmasked Estep 
Score: -18761546.000000 Penalty: 3974.889404
	Iteration 19Q: 3 clusters Score -1.876155e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 203211 members 
Entering Unmasked Estep 
Score: -18761658.000000 Penalty: 3974.889404
	Iteration 20F: 3 clusters Score -1.876166e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 203252 members 
Entering Unmasked Estep 
Score: -18761736.000000 Penalty: 3974.889404
	Iteration 21Q: 3 clusters Score -1.876174e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 203266 members 
Entering Unmasked Estep 
Score: -18761780.000000 Penalty: 3974.889404
	Iteration 22Q: 3 clusters Score -1.876178e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 203283 members 
Entering Unmasked Estep 
Score: -18761810.000000 Penalty: 3974.889404
	Iteration 23Q: 3 clusters Score -1.876181e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 203306 members 
Entering Unmasked Estep 
Score: -18761810.000000 Penalty: 3974.889404
	Iteration 24Q: 3 clusters Score -1.876181e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 203327 members 
Entering Unmasked Estep 
Score: -18761818.000000 Penalty: 3974.889404
	Iteration 25Q: 3 clusters Score -1.876182e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 203350 members 
Entering Unmasked Estep 
Score: -18761808.000000 Penalty: 3974.889404
	Iteration 26Q: 3 clusters Score -1.876181e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 203358 members 
Entering Unmasked Estep 
Score: -18761862.000000 Penalty: 3974.889404
	Iteration 27Q: 3 clusters Score -1.876186e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 203364 members 
Entering Unmasked Estep 
Score: -18761882.000000 Penalty: 3974.889404
	Iteration 28Q: 3 clusters Score -1.876188e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 203373 members 
Entering Unmasked Estep 
Score: -18761884.000000 Penalty: 3974.889404
	Iteration 29Q: 3 clusters Score -1.876188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 203382 members 
Entering Unmasked Estep 
Score: -18761886.000000 Penalty: 3974.889404
	Iteration 30Q: 3 clusters Score -1.876189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 203390 members 
Entering Unmasked Estep 
Score: -18761878.000000 Penalty: 3974.889404
	Iteration 31Q: 3 clusters Score -1.876188e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 203403 members 
Entering Unmasked Estep 
Score: -18761866.000000 Penalty: 3974.889404
	Iteration 32Q: 3 clusters Score -1.876187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 203410 members 
Entering Unmasked Estep 
Score: -18761860.000000 Penalty: 3974.889404
	Iteration 33Q: 3 clusters Score -1.876186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 203414 members 
Entering Unmasked Estep 
Score: -18761858.000000 Penalty: 3974.889404
	Iteration 34Q: 3 clusters Score -1.876186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 203417 members 
Entering Unmasked Estep 
Score: -18761860.000000 Penalty: 3974.889404
	Iteration 35Q: 3 clusters Score -1.876186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 203420 members 
Entering Unmasked Estep 
Score: -18761862.000000 Penalty: 3974.889404
	Iteration 36Q: 3 clusters Score -1.876186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 203421 members 
Entering Unmasked Estep 
Score: -18761864.000000 Penalty: 3974.889404
	Iteration 37Q: 3 clusters Score -1.876186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 203421 members 
Entering Unmasked Estep 
Score: -18761864.000000 Penalty: 3974.889404
	Iteration 38F: 3 clusters Score -1.876186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Entering Unmasked Estep 
Score: -3582820.000000 Penalty: 1706.010376
	Iteration 0F: 2 clusters Score -3582820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3558550.500000 Penalty: 3412.020752
	Iteration 0F: 3 clusters Score -3558550 nChanged 16791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -3567809.750000 Penalty: 3412.020752
	Iteration 1F: 3 clusters Score -3567810 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3568254.000000 Penalty: 3412.020752
	Iteration 2Q: 3 clusters Score -3568254 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3568635.250000 Penalty: 3412.020752
	Iteration 3Q: 3 clusters Score -3568635 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3569037.500000 Penalty: 3412.020752
	Iteration 4Q: 3 clusters Score -3569038 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3569363.500000 Penalty: 3412.020752
	Iteration 5Q: 3 clusters Score -3569364 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3569678.500000 Penalty: 3412.020752
	Iteration 6Q: 3 clusters Score -3569678 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3569933.750000 Penalty: 3412.020752
	Iteration 7Q: 3 clusters Score -3569934 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3570186.000000 Penalty: 3412.020752
	Iteration 8Q: 3 clusters Score -3570186 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3570395.250000 Penalty: 3412.020752
	Iteration 9Q: 3 clusters Score -3570395 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3570603.250000 Penalty: 3412.020752
	Iteration 10Q: 3 clusters Score -3570603 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3570874.250000 Penalty: 3412.020752
	Iteration 11Q: 3 clusters Score -3570874 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3571165.500000 Penalty: 3412.020752
	Iteration 12Q: 3 clusters Score -3571166 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3571573.750000 Penalty: 3412.020752
	Iteration 13Q: 3 clusters Score -3571574 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3572066.750000 Penalty: 3412.020752
	Iteration 14Q: 3 clusters Score -3572067 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3572720.000000 Penalty: 3412.020752
	Iteration 15Q: 3 clusters Score -3572720 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3573604.750000 Penalty: 3412.020752
	Iteration 16Q: 3 clusters Score -3573605 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -3574722.000000 Penalty: 3412.020752
	Iteration 17Q: 3 clusters Score -3574722 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -3575989.500000 Penalty: 3412.020752
	Iteration 18Q: 3 clusters Score -3575990 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3577046.250000 Penalty: 3412.020752
	Iteration 19Q: 3 clusters Score -3577046 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3577909.000000 Penalty: 3412.020752
	Iteration 20F: 3 clusters Score -3577909 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -3578544.500000 Penalty: 3412.020752
	Iteration 21Q: 3 clusters Score -3578544 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3579034.000000 Penalty: 3412.020752
	Iteration 22Q: 3 clusters Score -3579034 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3579441.250000 Penalty: 3412.020752
	Iteration 23Q: 3 clusters Score -3579441 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3579813.750000 Penalty: 3412.020752
	Iteration 24Q: 3 clusters Score -3579814 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3580088.250000 Penalty: 3412.020752
	Iteration 25Q: 3 clusters Score -3580088 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3580314.500000 Penalty: 3412.020752
	Iteration 26Q: 3 clusters Score -3580314 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3580523.250000 Penalty: 3412.020752
	Iteration 27Q: 3 clusters Score -3580523 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3580711.500000 Penalty: 3412.020752
	Iteration 28Q: 3 clusters Score -3580712 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3580812.000000 Penalty: 3412.020752
	Iteration 29Q: 3 clusters Score -3580812 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3580920.000000 Penalty: 3412.020752
	Iteration 30Q: 3 clusters Score -3580920 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3580985.000000 Penalty: 3412.020752
	Iteration 31Q: 3 clusters Score -3580985 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3581057.750000 Penalty: 3412.020752
	Iteration 32Q: 3 clusters Score -3581058 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3581119.250000 Penalty: 3412.020752
	Iteration 33Q: 3 clusters Score -3581119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3581183.750000 Penalty: 3412.020752
	Iteration 34Q: 3 clusters Score -3581184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3581230.250000 Penalty: 3412.020752
	Iteration 35Q: 3 clusters Score -3581230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3581255.500000 Penalty: 3412.020752
	Iteration 36Q: 3 clusters Score -3581256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3581298.250000 Penalty: 3412.020752
	Iteration 37Q: 3 clusters Score -3581298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3581320.000000 Penalty: 3412.020752
	Iteration 38Q: 3 clusters Score -3581320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3581327.500000 Penalty: 3412.020752
	Iteration 39Q: 3 clusters Score -3581328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3581329.750000 Penalty: 3412.020752
	Iteration 40F: 3 clusters Score -3581330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3581335.500000 Penalty: 3412.020752
	Iteration 41Q: 3 clusters Score -3581336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3581340.750000 Penalty: 3412.020752
	Iteration 42Q: 3 clusters Score -3581341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3581344.500000 Penalty: 3412.020752
	Iteration 43Q: 3 clusters Score -3581344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3581345.750000 Penalty: 3412.020752
	Iteration 44Q: 3 clusters Score -3581346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3581348.000000 Penalty: 3412.020752
	Iteration 45Q: 3 clusters Score -3581348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3581351.250000 Penalty: 3412.020752
	Iteration 46Q: 3 clusters Score -3581351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3581355.250000 Penalty: 3412.020752
	Iteration 47Q: 3 clusters Score -3581355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3581354.750000 Penalty: 3412.020752
	Iteration 48Q: 3 clusters Score -3581355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3581359.500000 Penalty: 3412.020752
	Iteration 49Q: 3 clusters Score -3581360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3581358.250000 Penalty: 3412.020752
	Iteration 50Q: 3 clusters Score -3581358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3581358.250000 Penalty: 3412.020752
	Iteration 51F: 3 clusters Score -3581358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -203919.734375 Penalty: 1258.914307
	Iteration 0F: 2 clusters Score -203919.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -201614.671875 Penalty: 2517.828613
	Iteration 0F: 3 clusters Score -201614.7 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -202189.734375 Penalty: 2517.828613
	Iteration 1F: 3 clusters Score -202189.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -202400.890625 Penalty: 2517.828613
	Iteration 2F: 3 clusters Score -202400.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -202535.687500 Penalty: 2517.828613
	Iteration 3F: 3 clusters Score -202535.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -202625.015625 Penalty: 2517.828613
	Iteration 4Q: 3 clusters Score -202625 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -202681.656250 Penalty: 2517.828613
	Iteration 5Q: 3 clusters Score -202681.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -202733.046875 Penalty: 2517.828613
	Iteration 6Q: 3 clusters Score -202733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -202773.203125 Penalty: 2517.828613
	Iteration 7Q: 3 clusters Score -202773.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -202801.500000 Penalty: 2517.828613
	Iteration 8Q: 3 clusters Score -202801.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -202825.093750 Penalty: 2517.828613
	Iteration 9Q: 3 clusters Score -202825.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -202847.765625 Penalty: 2517.828613
	Iteration 10Q: 3 clusters Score -202847.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -202866.812500 Penalty: 2517.828613
	Iteration 11Q: 3 clusters Score -202866.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -202887.171875 Penalty: 2517.828613
	Iteration 12Q: 3 clusters Score -202887.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -202904.093750 Penalty: 2517.828613
	Iteration 13Q: 3 clusters Score -202904.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -202928.718750 Penalty: 2517.828613
	Iteration 14Q: 3 clusters Score -202928.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -202964.625000 Penalty: 2517.828613
	Iteration 15Q: 3 clusters Score -202964.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -202991.515625 Penalty: 2517.828613
	Iteration 16Q: 3 clusters Score -202991.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -203014.531250 Penalty: 2517.828613
	Iteration 17Q: 3 clusters Score -203014.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -203038.937500 Penalty: 2517.828613
	Iteration 18Q: 3 clusters Score -203038.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -203060.062500 Penalty: 2517.828613
	Iteration 19Q: 3 clusters Score -203060.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -203082.781250 Penalty: 2517.828613
	Iteration 20F: 3 clusters Score -203082.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -203094.640625 Penalty: 2517.828613
	Iteration 21Q: 3 clusters Score -203094.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -203102.750000 Penalty: 2517.828613
	Iteration 22Q: 3 clusters Score -203102.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -203108.093750 Penalty: 2517.828613
	Iteration 23Q: 3 clusters Score -203108.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -203112.687500 Penalty: 2517.828613
	Iteration 24Q: 3 clusters Score -203112.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -203118.625000 Penalty: 2517.828613
	Iteration 25Q: 3 clusters Score -203118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -203125.625000 Penalty: 2517.828613
	Iteration 26Q: 3 clusters Score -203125.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -203134.187500 Penalty: 2517.828613
	Iteration 27Q: 3 clusters Score -203134.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -203144.921875 Penalty: 2517.828613
	Iteration 28Q: 3 clusters Score -203144.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -203151.093750 Penalty: 2517.828613
	Iteration 29Q: 3 clusters Score -203151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -203153.265625 Penalty: 2517.828613
	Iteration 30Q: 3 clusters Score -203153.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -203155.906250 Penalty: 2517.828613
	Iteration 31Q: 3 clusters Score -203155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -203157.375000 Penalty: 2517.828613
	Iteration 32Q: 3 clusters Score -203157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -203158.203125 Penalty: 2517.828613
	Iteration 33Q: 3 clusters Score -203158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -203158.203125 Penalty: 2517.828613
	Iteration 34F: 3 clusters Score -203158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Entering Unmasked Estep 
Score: -7588474.500000 Penalty: 1827.822632
	Iteration 0F: 2 clusters Score -7588474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -7537483.500000 Penalty: 3655.645264
	Iteration 0F: 3 clusters Score -7537484 nChanged 36434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -7558304.000000 Penalty: 3655.645264
	Iteration 1F: 3 clusters Score -7558304 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -7558810.000000 Penalty: 3655.645264
	Iteration 2Q: 3 clusters Score -7558810 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -7559269.500000 Penalty: 3655.645264
	Iteration 3Q: 3 clusters Score -7559270 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -7559770.500000 Penalty: 3655.645264
	Iteration 4Q: 3 clusters Score -7559770 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -7560466.000000 Penalty: 3655.645264
	Iteration 5Q: 3 clusters Score -7560466 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -7561418.000000 Penalty: 3655.645264
	Iteration 6Q: 3 clusters Score -7561418 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -7562937.000000 Penalty: 3655.645264
	Iteration 7Q: 3 clusters Score -7562937 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -7565102.000000 Penalty: 3655.645264
	Iteration 8Q: 3 clusters Score -7565102 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -7568199.000000 Penalty: 3655.645264
	Iteration 9F: 3 clusters Score -7568199 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -7571652.500000 Penalty: 3655.645264
	Iteration 10F: 3 clusters Score -7571652 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -7574720.500000 Penalty: 3655.645264
	Iteration 11F: 3 clusters Score -7574720 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -7577026.000000 Penalty: 3655.645264
	Iteration 12Q: 3 clusters Score -7577026 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -7578602.000000 Penalty: 3655.645264
	Iteration 13Q: 3 clusters Score -7578602 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -7579788.000000 Penalty: 3655.645264
	Iteration 14Q: 3 clusters Score -7579788 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -7580914.000000 Penalty: 3655.645264
	Iteration 15Q: 3 clusters Score -7580914 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -7581999.000000 Penalty: 3655.645264
	Iteration 16Q: 3 clusters Score -7581999 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -7582997.000000 Penalty: 3655.645264
	Iteration 17Q: 3 clusters Score -7582997 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -7583838.500000 Penalty: 3655.645264
	Iteration 18Q: 3 clusters Score -7583838 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -7584631.000000 Penalty: 3655.645264
	Iteration 19Q: 3 clusters Score -7584631 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -7585300.000000 Penalty: 3655.645264
	Iteration 20F: 3 clusters Score -7585300 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -7585839.000000 Penalty: 3655.645264
	Iteration 21Q: 3 clusters Score -7585839 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -7586249.000000 Penalty: 3655.645264
	Iteration 22Q: 3 clusters Score -7586249 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 76034 members 
Entering Unmasked Estep 
Score: -7586486.500000 Penalty: 3655.645264
	Iteration 23Q: 3 clusters Score -7586486 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -7586662.000000 Penalty: 3655.645264
	Iteration 24Q: 3 clusters Score -7586662 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -7586757.000000 Penalty: 3655.645264
	Iteration 25Q: 3 clusters Score -7586757 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 76375 members 
Entering Unmasked Estep 
Score: -7586802.500000 Penalty: 3655.645264
	Iteration 26Q: 3 clusters Score -7586802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 76416 members 
Entering Unmasked Estep 
Score: -7586836.000000 Penalty: 3655.645264
	Iteration 27Q: 3 clusters Score -7586836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 76442 members 
Entering Unmasked Estep 
Score: -7586870.000000 Penalty: 3655.645264
	Iteration 28Q: 3 clusters Score -7586870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 76456 members 
Entering Unmasked Estep 
Score: -7586883.500000 Penalty: 3655.645264
	Iteration 29Q: 3 clusters Score -7586884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 76461 members 
Entering Unmasked Estep 
Score: -7586892.500000 Penalty: 3655.645264
	Iteration 30Q: 3 clusters Score -7586892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -7586903.500000 Penalty: 3655.645264
	Iteration 31Q: 3 clusters Score -7586904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -7586920.000000 Penalty: 3655.645264
	Iteration 32Q: 3 clusters Score -7586920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -7586928.500000 Penalty: 3655.645264
	Iteration 33Q: 3 clusters Score -7586928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -7586933.500000 Penalty: 3655.645264
	Iteration 34Q: 3 clusters Score -7586934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -7586933.000000 Penalty: 3655.645264
	Iteration 35Q: 3 clusters Score -7586933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -7586937.500000 Penalty: 3655.645264
	Iteration 36Q: 3 clusters Score -7586938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -7586940.000000 Penalty: 3655.645264
	Iteration 37Q: 3 clusters Score -7586940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
Score: -7586945.000000 Penalty: 3655.645264
	Iteration 38Q: 3 clusters Score -7586945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -7586950.500000 Penalty: 3655.645264
	Iteration 39Q: 3 clusters Score -7586950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -7586953.500000 Penalty: 3655.645264
	Iteration 40F: 3 clusters Score -7586954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -7586956.500000 Penalty: 3655.645264
	Iteration 41Q: 3 clusters Score -7586956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -7586963.000000 Penalty: 3655.645264
	Iteration 42Q: 3 clusters Score -7586963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -7586961.000000 Penalty: 3655.645264
	Iteration 43Q: 3 clusters Score -7586961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -7586961.000000 Penalty: 3655.645264
	Iteration 44F: 3 clusters Score -7586961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Entering Unmasked Estep 
Score: -568624.562500 Penalty: 1424.209473
	Iteration 0F: 2 clusters Score -568624.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -563699.500000 Penalty: 2848.418945
	Iteration 0F: 3 clusters Score -563699.5 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -565127.750000 Penalty: 2848.418945
	Iteration 1F: 3 clusters Score -565127.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -565362.187500 Penalty: 2848.418945
	Iteration 2F: 3 clusters Score -565362.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -565570.750000 Penalty: 2848.418945
	Iteration 3F: 3 clusters Score -565570.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -565757.500000 Penalty: 2848.418945
	Iteration 4Q: 3 clusters Score -565757.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -565960.812500 Penalty: 2848.418945
	Iteration 5Q: 3 clusters Score -565960.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -566169.187500 Penalty: 2848.418945
	Iteration 6Q: 3 clusters Score -566169.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -566375.500000 Penalty: 2848.418945
	Iteration 7Q: 3 clusters Score -566375.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -566577.562500 Penalty: 2848.418945
	Iteration 8F: 3 clusters Score -566577.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -566744.625000 Penalty: 2848.418945
	Iteration 9Q: 3 clusters Score -566744.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -566925.000000 Penalty: 2848.418945
	Iteration 10Q: 3 clusters Score -566925 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -567119.687500 Penalty: 2848.418945
	Iteration 11Q: 3 clusters Score -567119.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -567260.937500 Penalty: 2848.418945
	Iteration 12Q: 3 clusters Score -567260.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -567371.062500 Penalty: 2848.418945
	Iteration 13Q: 3 clusters Score -567371.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -567447.625000 Penalty: 2848.418945
	Iteration 14Q: 3 clusters Score -567447.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -567516.187500 Penalty: 2848.418945
	Iteration 15Q: 3 clusters Score -567516.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -567563.875000 Penalty: 2848.418945
	Iteration 16Q: 3 clusters Score -567563.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -567605.687500 Penalty: 2848.418945
	Iteration 17Q: 3 clusters Score -567605.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -567641.625000 Penalty: 2848.418945
	Iteration 18Q: 3 clusters Score -567641.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -567673.875000 Penalty: 2848.418945
	Iteration 19Q: 3 clusters Score -567673.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -567695.312500 Penalty: 2848.418945
	Iteration 20F: 3 clusters Score -567695.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -567712.812500 Penalty: 2848.418945
	Iteration 21Q: 3 clusters Score -567712.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -567730.687500 Penalty: 2848.418945
	Iteration 22Q: 3 clusters Score -567730.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -567743.937500 Penalty: 2848.418945
	Iteration 23Q: 3 clusters Score -567743.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -567753.687500 Penalty: 2848.418945
	Iteration 24Q: 3 clusters Score -567753.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -567764.875000 Penalty: 2848.418945
	Iteration 25Q: 3 clusters Score -567764.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -567774.250000 Penalty: 2848.418945
	Iteration 26Q: 3 clusters Score -567774.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -567787.062500 Penalty: 2848.418945
	Iteration 27Q: 3 clusters Score -567787.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -567795.125000 Penalty: 2848.418945
	Iteration 28Q: 3 clusters Score -567795.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -567802.125000 Penalty: 2848.418945
	Iteration 29Q: 3 clusters Score -567802.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -567811.562500 Penalty: 2848.418945
	Iteration 30Q: 3 clusters Score -567811.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -567819.937500 Penalty: 2848.418945
	Iteration 31Q: 3 clusters Score -567819.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -567829.562500 Penalty: 2848.418945
	Iteration 32Q: 3 clusters Score -567829.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -567848.187500 Penalty: 2848.418945
	Iteration 33Q: 3 clusters Score -567848.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -567867.812500 Penalty: 2848.418945
	Iteration 34Q: 3 clusters Score -567867.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -567880.687500 Penalty: 2848.418945
	Iteration 35Q: 3 clusters Score -567880.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -567898.500000 Penalty: 2848.418945
	Iteration 36Q: 3 clusters Score -567898.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -567921.125000 Penalty: 2848.418945
	Iteration 37Q: 3 clusters Score -567921.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -567947.687500 Penalty: 2848.418945
	Iteration 38Q: 3 clusters Score -567947.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -567979.375000 Penalty: 2848.418945
	Iteration 39Q: 3 clusters Score -567979.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -568003.062500 Penalty: 2848.418945
	Iteration 40F: 3 clusters Score -568003.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -568027.312500 Penalty: 2848.418945
	Iteration 41Q: 3 clusters Score -568027.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -568052.125000 Penalty: 2848.418945
	Iteration 42Q: 3 clusters Score -568052.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -568074.812500 Penalty: 2848.418945
	Iteration 43Q: 3 clusters Score -568074.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -568094.312500 Penalty: 2848.418945
	Iteration 44Q: 3 clusters Score -568094.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -568105.125000 Penalty: 2848.418945
	Iteration 45Q: 3 clusters Score -568105.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -568119.687500 Penalty: 2848.418945
	Iteration 46Q: 3 clusters Score -568119.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -568133.062500 Penalty: 2848.418945
	Iteration 47Q: 3 clusters Score -568133.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -568149.875000 Penalty: 2848.418945
	Iteration 48Q: 3 clusters Score -568149.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -568160.687500 Penalty: 2848.418945
	Iteration 49Q: 3 clusters Score -568160.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -568170.062500 Penalty: 2848.418945
	Iteration 50Q: 3 clusters Score -568170.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -568180.437500 Penalty: 2848.418945
	Iteration 51Q: 3 clusters Score -568180.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -568189.000000 Penalty: 2848.418945
	Iteration 52Q: 3 clusters Score -568189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -568203.750000 Penalty: 2848.418945
	Iteration 53Q: 3 clusters Score -568203.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -568217.125000 Penalty: 2848.418945
	Iteration 54Q: 3 clusters Score -568217.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -568232.500000 Penalty: 2848.418945
	Iteration 55Q: 3 clusters Score -568232.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -568246.937500 Penalty: 2848.418945
	Iteration 56Q: 3 clusters Score -568246.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -568258.562500 Penalty: 2848.418945
	Iteration 57Q: 3 clusters Score -568258.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -568270.125000 Penalty: 2848.418945
	Iteration 58Q: 3 clusters Score -568270.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -568280.750000 Penalty: 2848.418945
	Iteration 59Q: 3 clusters Score -568280.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -568293.750000 Penalty: 2848.418945
	Iteration 60F: 3 clusters Score -568293.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -568306.375000 Penalty: 2848.418945
	Iteration 61Q: 3 clusters Score -568306.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -568313.375000 Penalty: 2848.418945
	Iteration 62Q: 3 clusters Score -568313.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -568318.750000 Penalty: 2848.418945
	Iteration 63Q: 3 clusters Score -568318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -568324.000000 Penalty: 2848.418945
	Iteration 64Q: 3 clusters Score -568324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -568324.875000 Penalty: 2848.418945
	Iteration 65Q: 3 clusters Score -568324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -568327.437500 Penalty: 2848.418945
	Iteration 66Q: 3 clusters Score -568327.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -568332.187500 Penalty: 2848.418945
	Iteration 67Q: 3 clusters Score -568332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -568334.125000 Penalty: 2848.418945
	Iteration 68Q: 3 clusters Score -568334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -568335.187500 Penalty: 2848.418945
	Iteration 69Q: 3 clusters Score -568335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -568336.250000 Penalty: 2848.418945
	Iteration 70Q: 3 clusters Score -568336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -568336.250000 Penalty: 2848.418945
	Iteration 71F: 3 clusters Score -568336.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (85625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Entering Unmasked Estep 
Score: -7859376.500000 Penalty: 1845.631592
	Iteration 0F: 2 clusters Score -7859376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -7802090.500000 Penalty: 3691.263184
	Iteration 0F: 3 clusters Score -7802090 nChanged 40833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -7825679.500000 Penalty: 3691.263184
	Iteration 1F: 3 clusters Score -7825680 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -7826411.000000 Penalty: 3691.263184
	Iteration 2Q: 3 clusters Score -7826411 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -7827321.000000 Penalty: 3691.263184
	Iteration 3Q: 3 clusters Score -7827321 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -7828327.500000 Penalty: 3691.263184
	Iteration 4Q: 3 clusters Score -7828328 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -7829652.500000 Penalty: 3691.263184
	Iteration 5Q: 3 clusters Score -7829652 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -7831445.000000 Penalty: 3691.263184
	Iteration 6Q: 3 clusters Score -7831445 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -7833966.000000 Penalty: 3691.263184
	Iteration 7Q: 3 clusters Score -7833966 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -7837082.500000 Penalty: 3691.263184
	Iteration 8F: 3 clusters Score -7837082 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -7840315.000000 Penalty: 3691.263184
	Iteration 9F: 3 clusters Score -7840315 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -7842958.500000 Penalty: 3691.263184
	Iteration 10F: 3 clusters Score -7842958 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -7844865.000000 Penalty: 3691.263184
	Iteration 11Q: 3 clusters Score -7844865 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -7846159.000000 Penalty: 3691.263184
	Iteration 12Q: 3 clusters Score -7846159 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -7847199.000000 Penalty: 3691.263184
	Iteration 13Q: 3 clusters Score -7847199 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -7848103.500000 Penalty: 3691.263184
	Iteration 14Q: 3 clusters Score -7848104 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -7849119.500000 Penalty: 3691.263184
	Iteration 15Q: 3 clusters Score -7849120 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -7850037.500000 Penalty: 3691.263184
	Iteration 16Q: 3 clusters Score -7850038 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -7850933.500000 Penalty: 3691.263184
	Iteration 17Q: 3 clusters Score -7850934 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -7851961.000000 Penalty: 3691.263184
	Iteration 18Q: 3 clusters Score -7851961 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78433 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -7852956.500000 Penalty: 3691.263184
	Iteration 19Q: 3 clusters Score -7852956 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -7853909.000000 Penalty: 3691.263184
	Iteration 20F: 3 clusters Score -7853909 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -7854780.000000 Penalty: 3691.263184
	Iteration 21Q: 3 clusters Score -7854780 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82441 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7855579.000000 Penalty: 3691.263184
	Iteration 22Q: 3 clusters Score -7855579 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7856310.500000 Penalty: 3691.263184
	Iteration 23Q: 3 clusters Score -7856310 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7856881.500000 Penalty: 3691.263184
	Iteration 24Q: 3 clusters Score -7856882 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7857236.500000 Penalty: 3691.263184
	Iteration 25Q: 3 clusters Score -7857236 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7857446.500000 Penalty: 3691.263184
	Iteration 26Q: 3 clusters Score -7857446 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85163 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7857538.000000 Penalty: 3691.263184
	Iteration 27Q: 3 clusters Score -7857538 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85238 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7857611.000000 Penalty: 3691.263184
	Iteration 28Q: 3 clusters Score -7857611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7857642.500000 Penalty: 3691.263184
	Iteration 29Q: 3 clusters Score -7857642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85320 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7857664.000000 Penalty: 3691.263184
	Iteration 30Q: 3 clusters Score -7857664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85334 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7857670.500000 Penalty: 3691.263184
	Iteration 31Q: 3 clusters Score -7857670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7857671.000000 Penalty: 3691.263184
	Iteration 32Q: 3 clusters Score -7857671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7857688.500000 Penalty: 3691.263184
	Iteration 33Q: 3 clusters Score -7857688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7857696.500000 Penalty: 3691.263184
	Iteration 34Q: 3 clusters Score -7857696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7857714.000000 Penalty: 3691.263184
	Iteration 35Q: 3 clusters Score -7857714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7857720.000000 Penalty: 3691.263184
	Iteration 36Q: 3 clusters Score -7857720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7857718.000000 Penalty: 3691.263184
	Iteration 37Q: 3 clusters Score -7857718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7857724.500000 Penalty: 3691.263184
	Iteration 38Q: 3 clusters Score -7857724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85389 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7857725.500000 Penalty: 3691.263184
	Iteration 39Q: 3 clusters Score -7857726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85392 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7857729.000000 Penalty: 3691.263184
	Iteration 40F: 3 clusters Score -7857729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85390 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7857731.500000 Penalty: 3691.263184
	Iteration 41Q: 3 clusters Score -7857732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7857732.500000 Penalty: 3691.263184
	Iteration 42Q: 3 clusters Score -7857732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7857735.000000 Penalty: 3691.263184
	Iteration 43Q: 3 clusters Score -7857735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7857736.000000 Penalty: 3691.263184
	Iteration 44Q: 3 clusters Score -7857736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85396 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7857737.500000 Penalty: 3691.263184
	Iteration 45Q: 3 clusters Score -7857738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7857743.500000 Penalty: 3691.263184
	Iteration 46Q: 3 clusters Score -7857744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7857743.500000 Penalty: 3691.263184
	Iteration 47F: 3 clusters Score -7857744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -40309.679688 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -40309.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39276.906250 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -39276.91 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39430.824219 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -39430.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39483.585938 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -39483.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39506.585938 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -39506.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39521.472656 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -39521.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39532.285156 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -39532.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39538.648438 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -39538.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39547.386719 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -39547.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39555.519531 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -39555.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39558.503906 Penalty: 2013.181763
	Iteration 9Q: 3 clusters Score -39558.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39574.812500 Penalty: 2013.181763
	Iteration 10Q: 3 clusters Score -39574.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39590.218750 Penalty: 2013.181763
	Iteration 11Q: 3 clusters Score -39590.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39597.148438 Penalty: 2013.181763
	Iteration 12Q: 3 clusters Score -39597.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39599.113281 Penalty: 2013.181763
	Iteration 13Q: 3 clusters Score -39599.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39602.972656 Penalty: 2013.181763
	Iteration 14Q: 3 clusters Score -39602.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39607.578125 Penalty: 2013.181763
	Iteration 15Q: 3 clusters Score -39607.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39611.574219 Penalty: 2013.181763
	Iteration 16Q: 3 clusters Score -39611.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39613.191406 Penalty: 2013.181763
	Iteration 17Q: 3 clusters Score -39613.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39614.851562 Penalty: 2013.181763
	Iteration 18Q: 3 clusters Score -39614.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39619.246094 Penalty: 2013.181763
	Iteration 19Q: 3 clusters Score -39619.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39628.320312 Penalty: 2013.181763
	Iteration 20F: 3 clusters Score -39628.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39643.839844 Penalty: 2013.181763
	Iteration 21Q: 3 clusters Score -39643.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39655.570312 Penalty: 2013.181763
	Iteration 22Q: 3 clusters Score -39655.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39661.328125 Penalty: 2013.181763
	Iteration 23Q: 3 clusters Score -39661.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39664.269531 Penalty: 2013.181763
	Iteration 24Q: 3 clusters Score -39664.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39665.878906 Penalty: 2013.181763
	Iteration 25Q: 3 clusters Score -39665.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39665.878906 Penalty: 2013.181763
	Iteration 26F: 3 clusters Score -39665.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -143613.343750 Penalty: 1195.706543
	Iteration 0F: 2 clusters Score -143613.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -141779.890625 Penalty: 2391.413086
	Iteration 0F: 3 clusters Score -141779.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -142121.890625 Penalty: 2391.413086
	Iteration 1F: 3 clusters Score -142121.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -142231.359375 Penalty: 2391.413086
	Iteration 2F: 3 clusters Score -142231.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -142287.781250 Penalty: 2391.413086
	Iteration 3F: 3 clusters Score -142287.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -142308.234375 Penalty: 2391.413086
	Iteration 4Q: 3 clusters Score -142308.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -142324.671875 Penalty: 2391.413086
	Iteration 5Q: 3 clusters Score -142324.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -142332.796875 Penalty: 2391.413086
	Iteration 6Q: 3 clusters Score -142332.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -142342.765625 Penalty: 2391.413086
	Iteration 7Q: 3 clusters Score -142342.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -142351.750000 Penalty: 2391.413086
	Iteration 8Q: 3 clusters Score -142351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142355.812500 Penalty: 2391.413086
	Iteration 9Q: 3 clusters Score -142355.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -142360.234375 Penalty: 2391.413086
	Iteration 10Q: 3 clusters Score -142360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -142362.796875 Penalty: 2391.413086
	Iteration 11Q: 3 clusters Score -142362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -142364.531250 Penalty: 2391.413086
	Iteration 12Q: 3 clusters Score -142364.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -142366.203125 Penalty: 2391.413086
	Iteration 13Q: 3 clusters Score -142366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -142370.359375 Penalty: 2391.413086
	Iteration 14Q: 3 clusters Score -142370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -142373.125000 Penalty: 2391.413086
	Iteration 15Q: 3 clusters Score -142373.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -142376.187500 Penalty: 2391.413086
	Iteration 16Q: 3 clusters Score -142376.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -142378.750000 Penalty: 2391.413086
	Iteration 17Q: 3 clusters Score -142378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -142380.375000 Penalty: 2391.413086
	Iteration 18Q: 3 clusters Score -142380.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -142382.781250 Penalty: 2391.413086
	Iteration 19Q: 3 clusters Score -142382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -142386.062500 Penalty: 2391.413086
	Iteration 20F: 3 clusters Score -142386.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -142394.906250 Penalty: 2391.413086
	Iteration 21Q: 3 clusters Score -142394.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142404.421875 Penalty: 2391.413086
	Iteration 22Q: 3 clusters Score -142404.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -142412.015625 Penalty: 2391.413086
	Iteration 23Q: 3 clusters Score -142412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -142420.265625 Penalty: 2391.413086
	Iteration 24Q: 3 clusters Score -142420.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -142431.546875 Penalty: 2391.413086
	Iteration 25Q: 3 clusters Score -142431.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -142438.843750 Penalty: 2391.413086
	Iteration 26Q: 3 clusters Score -142438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -142441.875000 Penalty: 2391.413086
	Iteration 27Q: 3 clusters Score -142441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -142443.109375 Penalty: 2391.413086
	Iteration 28Q: 3 clusters Score -142443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -142445.109375 Penalty: 2391.413086
	Iteration 29Q: 3 clusters Score -142445.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -142450.906250 Penalty: 2391.413086
	Iteration 30Q: 3 clusters Score -142450.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -142453.031250 Penalty: 2391.413086
	Iteration 31Q: 3 clusters Score -142453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -142455.484375 Penalty: 2391.413086
	Iteration 32Q: 3 clusters Score -142455.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -142458.062500 Penalty: 2391.413086
	Iteration 33Q: 3 clusters Score -142458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -142459.859375 Penalty: 2391.413086
	Iteration 34Q: 3 clusters Score -142459.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -142461.468750 Penalty: 2391.413086
	Iteration 35Q: 3 clusters Score -142461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -142462.406250 Penalty: 2391.413086
	Iteration 36Q: 3 clusters Score -142462.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -142466.250000 Penalty: 2391.413086
	Iteration 37Q: 3 clusters Score -142466.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -142468.578125 Penalty: 2391.413086
	Iteration 38Q: 3 clusters Score -142468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -142469.546875 Penalty: 2391.413086
	Iteration 39Q: 3 clusters Score -142469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -142469.859375 Penalty: 2391.413086
	Iteration 40F: 3 clusters Score -142469.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -142470.343750 Penalty: 2391.413086
	Iteration 41Q: 3 clusters Score -142470.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142471.250000 Penalty: 2391.413086
	Iteration 42Q: 3 clusters Score -142471.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142473.015625 Penalty: 2391.413086
	Iteration 43Q: 3 clusters Score -142473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -142473.765625 Penalty: 2391.413086
	Iteration 44Q: 3 clusters Score -142473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -142473.765625 Penalty: 2391.413086
	Iteration 45F: 3 clusters Score -142473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -133250.468750 Penalty: 1184.450684
	Iteration 0F: 2 clusters Score -133250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -131474.437500 Penalty: 2368.901367
	Iteration 0F: 3 clusters Score -131474.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -131785.734375 Penalty: 2368.901367
	Iteration 1F: 3 clusters Score -131785.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -131879.125000 Penalty: 2368.901367
	Iteration 2F: 3 clusters Score -131879.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -131915.015625 Penalty: 2368.901367
	Iteration 3Q: 3 clusters Score -131915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -131938.500000 Penalty: 2368.901367
	Iteration 4Q: 3 clusters Score -131938.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -131964.171875 Penalty: 2368.901367
	Iteration 5Q: 3 clusters Score -131964.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -131994.421875 Penalty: 2368.901367
	Iteration 6Q: 3 clusters Score -131994.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -132010.968750 Penalty: 2368.901367
	Iteration 7Q: 3 clusters Score -132011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -132024.468750 Penalty: 2368.901367
	Iteration 8Q: 3 clusters Score -132024.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -132034.656250 Penalty: 2368.901367
	Iteration 9Q: 3 clusters Score -132034.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -132047.296875 Penalty: 2368.901367
	Iteration 10Q: 3 clusters Score -132047.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -132052.906250 Penalty: 2368.901367
	Iteration 11Q: 3 clusters Score -132052.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -132054.984375 Penalty: 2368.901367
	Iteration 12Q: 3 clusters Score -132055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -132055.171875 Penalty: 2368.901367
	Iteration 13Q: 3 clusters Score -132055.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -132055.171875 Penalty: 2368.901367
	Iteration 14F: 3 clusters Score -132055.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Entering Unmasked Estep 
Score: -133472.296875 Penalty: 1205.844116
	Iteration 0F: 2 clusters Score -133472.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -131648.984375 Penalty: 2411.688232
	Iteration 0F: 3 clusters Score -131649 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -132137.640625 Penalty: 2411.688232
	Iteration 1F: 3 clusters Score -132137.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -132329.281250 Penalty: 2411.688232
	Iteration 2F: 3 clusters Score -132329.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -132461.484375 Penalty: 2411.688232
	Iteration 3F: 3 clusters Score -132461.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -132579.187500 Penalty: 2411.688232
	Iteration 4Q: 3 clusters Score -132579.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -132698.156250 Penalty: 2411.688232
	Iteration 5Q: 3 clusters Score -132698.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -132775.093750 Penalty: 2411.688232
	Iteration 6Q: 3 clusters Score -132775.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -132822.406250 Penalty: 2411.688232
	Iteration 7Q: 3 clusters Score -132822.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -132851.421875 Penalty: 2411.688232
	Iteration 8Q: 3 clusters Score -132851.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -132871.703125 Penalty: 2411.688232
	Iteration 9Q: 3 clusters Score -132871.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -132888.562500 Penalty: 2411.688232
	Iteration 10Q: 3 clusters Score -132888.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -132901.500000 Penalty: 2411.688232
	Iteration 11Q: 3 clusters Score -132901.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -132917.140625 Penalty: 2411.688232
	Iteration 12Q: 3 clusters Score -132917.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -132946.968750 Penalty: 2411.688232
	Iteration 13Q: 3 clusters Score -132947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -132997.218750 Penalty: 2411.688232
	Iteration 14Q: 3 clusters Score -132997.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -133071.640625 Penalty: 2411.688232
	Iteration 15Q: 3 clusters Score -133071.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -133121.859375 Penalty: 2411.688232
	Iteration 16Q: 3 clusters Score -133121.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -133144.046875 Penalty: 2411.688232
	Iteration 17Q: 3 clusters Score -133144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -133161.375000 Penalty: 2411.688232
	Iteration 18Q: 3 clusters Score -133161.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -133175.796875 Penalty: 2411.688232
	Iteration 19Q: 3 clusters Score -133175.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -133186.375000 Penalty: 2411.688232
	Iteration 20F: 3 clusters Score -133186.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -133187.718750 Penalty: 2411.688232
	Iteration 21Q: 3 clusters Score -133187.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -133189.109375 Penalty: 2411.688232
	Iteration 22Q: 3 clusters Score -133189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -133189.875000 Penalty: 2411.688232
	Iteration 23Q: 3 clusters Score -133189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -133190.078125 Penalty: 2411.688232
	Iteration 24Q: 3 clusters Score -133190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -133190.078125 Penalty: 2411.688232
	Iteration 25F: 3 clusters Score -133190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 11323 members 
Mstep: Class 4 contains 7702 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 66137 members 
Mstep: Class 8 contains 15759 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 1666 members 
Mstep: Class 11 contains 3904 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 204931 members 
Mstep: Class 16 contains 36262 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76737 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 85625 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856404.000000 Penalty: 51850.226562
Iteration 119Q: 25 clusters Score -5.38564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 11323 members 
Mstep: Class 4 contains 7701 members 
Mstep: Class 5 contains 20853 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 66136 members 
Mstep: Class 8 contains 15761 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 1666 members 
Mstep: Class 11 contains 3904 members 
Mstep: Class 12 contains 11777 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 204921 members 
Mstep: Class 16 contains 36262 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76737 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 85625 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 1570 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856452.000000 Penalty: 51850.226562
Iteration 120F: 25 clusters Score -5.385645e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 11323 members 
Mstep: Class 4 contains 7702 members 
Mstep: Class 5 contains 20853 members 
Mstep: Class 6 contains 8658 members 
Mstep: Class 7 contains 66135 members 
Mstep: Class 8 contains 15763 members 
Mstep: Class 9 contains 8924 members 
Mstep: Class 10 contains 1666 members 
Mstep: Class 11 contains 3904 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 204919 members 
Mstep: Class 16 contains 36262 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76737 members 
Mstep: Class 19 contains 6401 members 
Mstep: Class 20 contains 85626 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1570 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856492.000000 Penalty: 51850.226562
Iteration 121Q: 25 clusters Score -5.385649e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 11323 members 
Mstep: Class 4 contains 7706 members 
Mstep: Class 5 contains 20854 members 
Mstep: Class 6 contains 8658 members 
Mstep: Class 7 contains 66135 members 
Mstep: Class 8 contains 15766 members 
Mstep: Class 9 contains 8903 members 
Mstep: Class 10 contains 1667 members 
Mstep: Class 11 contains 3904 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 204921 members 
Mstep: Class 16 contains 36263 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76737 members 
Mstep: Class 19 contains 6401 members 
Mstep: Class 20 contains 85628 members 
Mstep: Class 21 contains 522 members 
Mstep: Class 22 contains 1570 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856532.000000 Penalty: 51850.226562
Iteration 122Q: 25 clusters Score -5.385653e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 11323 members 
Mstep: Class 4 contains 7711 members 
Mstep: Class 5 contains 20854 members 
Mstep: Class 6 contains 8658 members 
Mstep: Class 7 contains 66128 members 
Mstep: Class 8 contains 15768 members 
Mstep: Class 9 contains 8879 members 
Mstep: Class 10 contains 1668 members 
Mstep: Class 11 contains 3904 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 204930 members 
Mstep: Class 16 contains 36263 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76734 members 
Mstep: Class 19 contains 6401 members 
Mstep: Class 20 contains 85630 members 
Mstep: Class 21 contains 541 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 1467 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856592.000000 Penalty: 51850.226562
Iteration 123Q: 25 clusters Score -5.385659e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 11325 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 20854 members 
Mstep: Class 6 contains 8656 members 
Mstep: Class 7 contains 66125 members 
Mstep: Class 8 contains 15777 members 
Mstep: Class 9 contains 8859 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3904 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 204928 members 
Mstep: Class 16 contains 36263 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76731 members 
Mstep: Class 19 contains 6401 members 
Mstep: Class 20 contains 85632 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1468 members 
Mstep: Class 24 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856620.000000 Penalty: 51850.226562
Iteration 124Q: 25 clusters Score -5.385662e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 7723 members 
Mstep: Class 5 contains 20854 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 66122 members 
Mstep: Class 8 contains 15785 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 1672 members 
Mstep: Class 11 contains 3905 members 
Mstep: Class 12 contains 11780 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 6057 members 
Mstep: Class 15 contains 204927 members 
Mstep: Class 16 contains 36263 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76728 members 
Mstep: Class 19 contains 6401 members 
Mstep: Class 20 contains 85632 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1468 members 
Mstep: Class 24 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856628.000000 Penalty: 51850.226562
Iteration 125Q: 25 clusters Score -5.385663e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 7724 members 
Mstep: Class 5 contains 20858 members 
Mstep: Class 6 contains 8658 members 
Mstep: Class 7 contains 66119 members 
Mstep: Class 8 contains 15804 members 
Mstep: Class 9 contains 8822 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 3905 members 
Mstep: Class 12 contains 11782 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 6057 members 
Mstep: Class 15 contains 204927 members 
Mstep: Class 16 contains 36261 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76728 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85631 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1466 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856684.000000 Penalty: 51850.226562
Iteration 126Q: 25 clusters Score -5.385668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 11332 members 
Mstep: Class 4 contains 7724 members 
Mstep: Class 5 contains 20863 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 66121 members 
Mstep: Class 8 contains 15813 members 
Mstep: Class 9 contains 8806 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 3905 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 6058 members 
Mstep: Class 15 contains 204924 members 
Mstep: Class 16 contains 36259 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76729 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85631 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856724.000000 Penalty: 51850.226562
Iteration 127Q: 25 clusters Score -5.385672e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 11332 members 
Mstep: Class 4 contains 7724 members 
Mstep: Class 5 contains 20867 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 66120 members 
Mstep: Class 8 contains 15819 members 
Mstep: Class 9 contains 8803 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 3906 members 
Mstep: Class 12 contains 11785 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 6056 members 
Mstep: Class 15 contains 204916 members 
Mstep: Class 16 contains 36258 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76729 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85633 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856668.000000 Penalty: 51850.226562
Iteration 128Q: 25 clusters Score -5.385667e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 11332 members 
Mstep: Class 4 contains 7724 members 
Mstep: Class 5 contains 20867 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 66117 members 
Mstep: Class 8 contains 15825 members 
Mstep: Class 9 contains 8801 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 3908 members 
Mstep: Class 12 contains 11789 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 6057 members 
Mstep: Class 15 contains 204910 members 
Mstep: Class 16 contains 36258 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76727 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85632 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856640.000000 Penalty: 51850.226562
Iteration 129Q: 25 clusters Score -5.385664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11331 members 
Mstep: Class 4 contains 7724 members 
Mstep: Class 5 contains 20866 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 66114 members 
Mstep: Class 8 contains 15828 members 
Mstep: Class 9 contains 8802 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 3912 members 
Mstep: Class 12 contains 11792 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 6058 members 
Mstep: Class 15 contains 204908 members 
Mstep: Class 16 contains 36257 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76725 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85630 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856640.000000 Penalty: 51850.226562
Iteration 130Q: 25 clusters Score -5.385664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7725 members 
Mstep: Class 5 contains 20871 members 
Mstep: Class 6 contains 8658 members 
Mstep: Class 7 contains 66114 members 
Mstep: Class 8 contains 15830 members 
Mstep: Class 9 contains 8798 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 3915 members 
Mstep: Class 12 contains 11795 members 
Mstep: Class 13 contains 5348 members 
Mstep: Class 14 contains 6058 members 
Mstep: Class 15 contains 204901 members 
Mstep: Class 16 contains 36254 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 76725 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85629 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856696.000000 Penalty: 51850.226562
Iteration 131Q: 25 clusters Score -5.38567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 20873 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 66112 members 
Mstep: Class 8 contains 15834 members 
Mstep: Class 9 contains 8797 members 
Mstep: Class 10 contains 1672 members 
Mstep: Class 11 contains 3919 members 
Mstep: Class 12 contains 11796 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 6057 members 
Mstep: Class 15 contains 204898 members 
Mstep: Class 16 contains 36251 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76725 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85628 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856748.000000 Penalty: 51850.226562
Iteration 132Q: 25 clusters Score -5.385675e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 20875 members 
Mstep: Class 6 contains 8662 members 
Mstep: Class 7 contains 66109 members 
Mstep: Class 8 contains 15838 members 
Mstep: Class 9 contains 8793 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 3922 members 
Mstep: Class 12 contains 11800 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 6056 members 
Mstep: Class 15 contains 204894 members 
Mstep: Class 16 contains 36252 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76723 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85628 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856716.000000 Penalty: 51850.226562
Iteration 133Q: 25 clusters Score -5.385672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 20873 members 
Mstep: Class 6 contains 8661 members 
Mstep: Class 7 contains 66110 members 
Mstep: Class 8 contains 15838 members 
Mstep: Class 9 contains 8791 members 
Mstep: Class 10 contains 1667 members 
Mstep: Class 11 contains 3923 members 
Mstep: Class 12 contains 11805 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 6058 members 
Mstep: Class 15 contains 204889 members 
Mstep: Class 16 contains 36252 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76724 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85628 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856732.000000 Penalty: 51850.226562
Iteration 134Q: 25 clusters Score -5.385673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 20872 members 
Mstep: Class 6 contains 8662 members 
Mstep: Class 7 contains 66109 members 
Mstep: Class 8 contains 15837 members 
Mstep: Class 9 contains 8791 members 
Mstep: Class 10 contains 1664 members 
Mstep: Class 11 contains 3923 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 204888 members 
Mstep: Class 16 contains 36254 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76724 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85628 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856736.000000 Penalty: 51850.226562
Iteration 135Q: 25 clusters Score -5.385674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 20873 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66107 members 
Mstep: Class 8 contains 15839 members 
Mstep: Class 9 contains 8786 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3923 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 204889 members 
Mstep: Class 16 contains 36254 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76723 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85628 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856708.000000 Penalty: 51850.226562
Iteration 136Q: 25 clusters Score -5.385671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 20876 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66108 members 
Mstep: Class 8 contains 15839 members 
Mstep: Class 9 contains 8782 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 6062 members 
Mstep: Class 15 contains 204891 members 
Mstep: Class 16 contains 36254 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85627 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856724.000000 Penalty: 51850.226562
Iteration 137Q: 25 clusters Score -5.385672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7727 members 
Mstep: Class 5 contains 20878 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66108 members 
Mstep: Class 8 contains 15842 members 
Mstep: Class 9 contains 8774 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 6062 members 
Mstep: Class 15 contains 204894 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85629 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856744.000000 Penalty: 51850.226562
Iteration 138Q: 25 clusters Score -5.385674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 20879 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66108 members 
Mstep: Class 8 contains 15843 members 
Mstep: Class 9 contains 8769 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 6062 members 
Mstep: Class 15 contains 204894 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85630 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856732.000000 Penalty: 51850.226562
Iteration 139Q: 25 clusters Score -5.385673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 20879 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66108 members 
Mstep: Class 8 contains 15843 members 
Mstep: Class 9 contains 8768 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 6063 members 
Mstep: Class 15 contains 204894 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85630 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856704.000000 Penalty: 51850.226562
Iteration 140F: 25 clusters Score -5.38567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7730 members 
Mstep: Class 5 contains 20880 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66108 members 
Mstep: Class 8 contains 15843 members 
Mstep: Class 9 contains 8766 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 5348 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 204893 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85630 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856724.000000 Penalty: 51850.226562
Iteration 141Q: 25 clusters Score -5.385672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7731 members 
Mstep: Class 5 contains 20883 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66108 members 
Mstep: Class 8 contains 15843 members 
Mstep: Class 9 contains 8763 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 204892 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85631 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856728.000000 Penalty: 51850.226562
Iteration 142Q: 25 clusters Score -5.385673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7732 members 
Mstep: Class 5 contains 20885 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66108 members 
Mstep: Class 8 contains 15843 members 
Mstep: Class 9 contains 8763 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 5343 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 204888 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85633 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856740.000000 Penalty: 51850.226562
Iteration 143Q: 25 clusters Score -5.385674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7735 members 
Mstep: Class 5 contains 20883 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66108 members 
Mstep: Class 8 contains 15844 members 
Mstep: Class 9 contains 8762 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 5342 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 204886 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85633 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856712.000000 Penalty: 51850.226562
Iteration 144Q: 25 clusters Score -5.385671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 20881 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66108 members 
Mstep: Class 8 contains 15846 members 
Mstep: Class 9 contains 8761 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 5341 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 204886 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85633 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856732.000000 Penalty: 51850.226562
Iteration 145Q: 25 clusters Score -5.385673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 20879 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66108 members 
Mstep: Class 8 contains 15846 members 
Mstep: Class 9 contains 8760 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11809 members 
Mstep: Class 13 contains 5340 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 204889 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85634 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856744.000000 Penalty: 51850.226562
Iteration 146Q: 25 clusters Score -5.385674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 20878 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66108 members 
Mstep: Class 8 contains 15847 members 
Mstep: Class 9 contains 8758 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11811 members 
Mstep: Class 13 contains 5339 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 204890 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85634 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856736.000000 Penalty: 51850.226562
Iteration 147Q: 25 clusters Score -5.385674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66108 members 
Mstep: Class 8 contains 15849 members 
Mstep: Class 9 contains 8757 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11812 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 204890 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85634 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856712.000000 Penalty: 51850.226562
Iteration 148Q: 25 clusters Score -5.385671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66109 members 
Mstep: Class 8 contains 15849 members 
Mstep: Class 9 contains 8757 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11813 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 204890 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85635 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856724.000000 Penalty: 51850.226562
Iteration 149Q: 25 clusters Score -5.385672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 20871 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66109 members 
Mstep: Class 8 contains 15849 members 
Mstep: Class 9 contains 8758 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11813 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 204892 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85635 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856724.000000 Penalty: 51850.226562
Iteration 150Q: 25 clusters Score -5.385672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 20871 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66109 members 
Mstep: Class 8 contains 15849 members 
Mstep: Class 9 contains 8758 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11813 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 204892 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85635 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856728.000000 Penalty: 51850.226562
Iteration 151Q: 25 clusters Score -5.385673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7739 members 
Mstep: Class 5 contains 20870 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66109 members 
Mstep: Class 8 contains 15849 members 
Mstep: Class 9 contains 8758 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11813 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 204892 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85635 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856736.000000 Penalty: 51850.226562
Iteration 152Q: 25 clusters Score -5.385674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7739 members 
Mstep: Class 5 contains 20867 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66109 members 
Mstep: Class 8 contains 15849 members 
Mstep: Class 9 contains 8758 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11813 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 204895 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85635 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856728.000000 Penalty: 51850.226562
Iteration 153Q: 25 clusters Score -5.385673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7739 members 
Mstep: Class 5 contains 20864 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66109 members 
Mstep: Class 8 contains 15849 members 
Mstep: Class 9 contains 8758 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11813 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 204898 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85635 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856732.000000 Penalty: 51850.226562
Iteration 154Q: 25 clusters Score -5.385673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7740 members 
Mstep: Class 5 contains 20863 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66109 members 
Mstep: Class 8 contains 15849 members 
Mstep: Class 9 contains 8758 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11813 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 204898 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85635 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856728.000000 Penalty: 51850.226562
Iteration 155Q: 25 clusters Score -5.385673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7740 members 
Mstep: Class 5 contains 20863 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66109 members 
Mstep: Class 8 contains 15849 members 
Mstep: Class 9 contains 8758 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11813 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 204898 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85635 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53856728.000000 Penalty: 51850.226562
Iteration 156F: 25 clusters Score -5.385673e+07 nChanged 0
Entering ConstructFrom: 
Score: -53856728.000000 Penalty: 51850.226562
Entering ConstructFrom: 
Trying to split cluster 1 (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: -139627.656250 Penalty: 1214.558350
	Iteration 0F: 2 clusters Score -139627.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -137660.218750 Penalty: 2429.116699
	Iteration 0F: 3 clusters Score -137660.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -138122.312500 Penalty: 2429.116699
	Iteration 1F: 3 clusters Score -138122.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -138242.140625 Penalty: 2429.116699
	Iteration 2F: 3 clusters Score -138242.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -138308.656250 Penalty: 2429.116699
	Iteration 3F: 3 clusters Score -138308.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -138342.593750 Penalty: 2429.116699
	Iteration 4Q: 3 clusters Score -138342.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -138370.218750 Penalty: 2429.116699
	Iteration 5Q: 3 clusters Score -138370.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -138389.531250 Penalty: 2429.116699
	Iteration 6Q: 3 clusters Score -138389.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -138406.968750 Penalty: 2429.116699
	Iteration 7Q: 3 clusters Score -138407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -138421.609375 Penalty: 2429.116699
	Iteration 8Q: 3 clusters Score -138421.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -138435.812500 Penalty: 2429.116699
	Iteration 9Q: 3 clusters Score -138435.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -138447.375000 Penalty: 2429.116699
	Iteration 10Q: 3 clusters Score -138447.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -138457.093750 Penalty: 2429.116699
	Iteration 11Q: 3 clusters Score -138457.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -138471.015625 Penalty: 2429.116699
	Iteration 12Q: 3 clusters Score -138471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -138483.125000 Penalty: 2429.116699
	Iteration 13Q: 3 clusters Score -138483.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -138492.062500 Penalty: 2429.116699
	Iteration 14Q: 3 clusters Score -138492.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -138499.937500 Penalty: 2429.116699
	Iteration 15Q: 3 clusters Score -138499.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -138507.625000 Penalty: 2429.116699
	Iteration 16Q: 3 clusters Score -138507.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -138514.765625 Penalty: 2429.116699
	Iteration 17Q: 3 clusters Score -138514.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -138522.437500 Penalty: 2429.116699
	Iteration 18Q: 3 clusters Score -138522.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -138529.640625 Penalty: 2429.116699
	Iteration 19Q: 3 clusters Score -138529.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -138534.562500 Penalty: 2429.116699
	Iteration 20F: 3 clusters Score -138534.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -138540.937500 Penalty: 2429.116699
	Iteration 21Q: 3 clusters Score -138540.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -138546.593750 Penalty: 2429.116699
	Iteration 22Q: 3 clusters Score -138546.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -138551.046875 Penalty: 2429.116699
	Iteration 23Q: 3 clusters Score -138551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -138554.140625 Penalty: 2429.116699
	Iteration 24Q: 3 clusters Score -138554.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -138557.406250 Penalty: 2429.116699
	Iteration 25Q: 3 clusters Score -138557.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -138559.015625 Penalty: 2429.116699
	Iteration 26Q: 3 clusters Score -138559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -138560.281250 Penalty: 2429.116699
	Iteration 27Q: 3 clusters Score -138560.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -138561.937500 Penalty: 2429.116699
	Iteration 28Q: 3 clusters Score -138561.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -138563.828125 Penalty: 2429.116699
	Iteration 29Q: 3 clusters Score -138563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -138568.703125 Penalty: 2429.116699
	Iteration 30Q: 3 clusters Score -138568.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -138571.437500 Penalty: 2429.116699
	Iteration 31Q: 3 clusters Score -138571.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -138575.718750 Penalty: 2429.116699
	Iteration 32Q: 3 clusters Score -138575.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -138579.093750 Penalty: 2429.116699
	Iteration 33Q: 3 clusters Score -138579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -138581.796875 Penalty: 2429.116699
	Iteration 34Q: 3 clusters Score -138581.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -138587.578125 Penalty: 2429.116699
	Iteration 35Q: 3 clusters Score -138587.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -138593.078125 Penalty: 2429.116699
	Iteration 36Q: 3 clusters Score -138593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -138597.000000 Penalty: 2429.116699
	Iteration 37Q: 3 clusters Score -138597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -138600.375000 Penalty: 2429.116699
	Iteration 38Q: 3 clusters Score -138600.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -138603.250000 Penalty: 2429.116699
	Iteration 39Q: 3 clusters Score -138603.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -138607.375000 Penalty: 2429.116699
	Iteration 40F: 3 clusters Score -138607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -138613.031250 Penalty: 2429.116699
	Iteration 41Q: 3 clusters Score -138613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -138616.875000 Penalty: 2429.116699
	Iteration 42Q: 3 clusters Score -138616.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -138619.171875 Penalty: 2429.116699
	Iteration 43Q: 3 clusters Score -138619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -138624.203125 Penalty: 2429.116699
	Iteration 44Q: 3 clusters Score -138624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -138627.578125 Penalty: 2429.116699
	Iteration 45Q: 3 clusters Score -138627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -138629.312500 Penalty: 2429.116699
	Iteration 46Q: 3 clusters Score -138629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -138629.546875 Penalty: 2429.116699
	Iteration 47Q: 3 clusters Score -138629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -138629.546875 Penalty: 2429.116699
	Iteration 48F: 3 clusters Score -138629.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -672127.812500 Penalty: 1433.914429
	Iteration 0F: 2 clusters Score -672127.8 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 3323 members 
Entering Unmasked Estep 
Score: -666990.000000 Penalty: 2867.828857
	Iteration 0F: 3 clusters Score -666990 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -668465.687500 Penalty: 2867.828857
	Iteration 1F: 3 clusters Score -668465.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -668643.875000 Penalty: 2867.828857
	Iteration 2F: 3 clusters Score -668643.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -668786.250000 Penalty: 2867.828857
	Iteration 3Q: 3 clusters Score -668786.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -668925.937500 Penalty: 2867.828857
	Iteration 4Q: 3 clusters Score -668925.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -669096.125000 Penalty: 2867.828857
	Iteration 5Q: 3 clusters Score -669096.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -669295.375000 Penalty: 2867.828857
	Iteration 6Q: 3 clusters Score -669295.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -669511.562500 Penalty: 2867.828857
	Iteration 7Q: 3 clusters Score -669511.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -669719.250000 Penalty: 2867.828857
	Iteration 8Q: 3 clusters Score -669719.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -669930.312500 Penalty: 2867.828857
	Iteration 9Q: 3 clusters Score -669930.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -670154.312500 Penalty: 2867.828857
	Iteration 10Q: 3 clusters Score -670154.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -670351.500000 Penalty: 2867.828857
	Iteration 11Q: 3 clusters Score -670351.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -670493.937500 Penalty: 2867.828857
	Iteration 12Q: 3 clusters Score -670493.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -670605.937500 Penalty: 2867.828857
	Iteration 13Q: 3 clusters Score -670605.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -670677.812500 Penalty: 2867.828857
	Iteration 14Q: 3 clusters Score -670677.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -670726.375000 Penalty: 2867.828857
	Iteration 15Q: 3 clusters Score -670726.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -670766.937500 Penalty: 2867.828857
	Iteration 16Q: 3 clusters Score -670766.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -670800.250000 Penalty: 2867.828857
	Iteration 17Q: 3 clusters Score -670800.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -670818.812500 Penalty: 2867.828857
	Iteration 18Q: 3 clusters Score -670818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -670832.812500 Penalty: 2867.828857
	Iteration 19Q: 3 clusters Score -670832.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -670845.062500 Penalty: 2867.828857
	Iteration 20F: 3 clusters Score -670845.1 nChanged 8
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: -670855.062500 Penalty: 2867.828857
	Iteration 21Q: 3 clusters Score -670855.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -670863.937500 Penalty: 2867.828857
	Iteration 22Q: 3 clusters Score -670863.9 nChanged 4
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: -670872.500000 Penalty: 2867.828857
	Iteration 23Q: 3 clusters Score -670872.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -670879.250000 Penalty: 2867.828857
	Iteration 24Q: 3 clusters Score -670879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -670881.187500 Penalty: 2867.828857
	Iteration 25Q: 3 clusters Score -670881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -670883.187500 Penalty: 2867.828857
	Iteration 26Q: 3 clusters Score -670883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -670888.187500 Penalty: 2867.828857
	Iteration 27Q: 3 clusters Score -670888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -670889.875000 Penalty: 2867.828857
	Iteration 28Q: 3 clusters Score -670889.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -670889.875000 Penalty: 2867.828857
	Iteration 29F: 3 clusters Score -670889.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Entering Unmasked Estep 
Score: -1092469.250000 Penalty: 1516.971436
	Iteration 0F: 2 clusters Score -1092469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1084401.750000 Penalty: 3033.942871
	Iteration 0F: 3 clusters Score -1084402 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1087068.875000 Penalty: 3033.942871
	Iteration 1F: 3 clusters Score -1087069 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1087356.125000 Penalty: 3033.942871
	Iteration 2F: 3 clusters Score -1087356 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1087609.625000 Penalty: 3033.942871
	Iteration 3F: 3 clusters Score -1087610 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1087829.500000 Penalty: 3033.942871
	Iteration 4Q: 3 clusters Score -1087830 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1088038.875000 Penalty: 3033.942871
	Iteration 5Q: 3 clusters Score -1088039 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1088282.750000 Penalty: 3033.942871
	Iteration 6Q: 3 clusters Score -1088283 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1088556.000000 Penalty: 3033.942871
	Iteration 7Q: 3 clusters Score -1088556 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1088887.125000 Penalty: 3033.942871
	Iteration 8Q: 3 clusters Score -1088887 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1089263.500000 Penalty: 3033.942871
	Iteration 9Q: 3 clusters Score -1089264 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1089631.875000 Penalty: 3033.942871
	Iteration 10Q: 3 clusters Score -1089632 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1089921.750000 Penalty: 3033.942871
	Iteration 11Q: 3 clusters Score -1089922 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1090142.250000 Penalty: 3033.942871
	Iteration 12Q: 3 clusters Score -1090142 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1090319.500000 Penalty: 3033.942871
	Iteration 13Q: 3 clusters Score -1090320 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1090459.750000 Penalty: 3033.942871
	Iteration 14Q: 3 clusters Score -1090460 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1090588.750000 Penalty: 3033.942871
	Iteration 15Q: 3 clusters Score -1090589 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1090687.125000 Penalty: 3033.942871
	Iteration 16Q: 3 clusters Score -1090687 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1090777.125000 Penalty: 3033.942871
	Iteration 17Q: 3 clusters Score -1090777 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1090838.125000 Penalty: 3033.942871
	Iteration 18Q: 3 clusters Score -1090838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1090889.875000 Penalty: 3033.942871
	Iteration 19Q: 3 clusters Score -1090890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1090927.875000 Penalty: 3033.942871
	Iteration 20F: 3 clusters Score -1090928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1090961.375000 Penalty: 3033.942871
	Iteration 21Q: 3 clusters Score -1090961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1090995.750000 Penalty: 3033.942871
	Iteration 22Q: 3 clusters Score -1090996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1091022.250000 Penalty: 3033.942871
	Iteration 23Q: 3 clusters Score -1091022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1091037.500000 Penalty: 3033.942871
	Iteration 24Q: 3 clusters Score -1091038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1091056.750000 Penalty: 3033.942871
	Iteration 25Q: 3 clusters Score -1091057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1091070.875000 Penalty: 3033.942871
	Iteration 26Q: 3 clusters Score -1091071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1091084.750000 Penalty: 3033.942871
	Iteration 27Q: 3 clusters Score -1091085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1091100.625000 Penalty: 3033.942871
	Iteration 28Q: 3 clusters Score -1091101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1091106.625000 Penalty: 3033.942871
	Iteration 29Q: 3 clusters Score -1091107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1091112.375000 Penalty: 3033.942871
	Iteration 30Q: 3 clusters Score -1091112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1091116.000000 Penalty: 3033.942871
	Iteration 31Q: 3 clusters Score -1091116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1091121.500000 Penalty: 3033.942871
	Iteration 32Q: 3 clusters Score -1091122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1091125.000000 Penalty: 3033.942871
	Iteration 33Q: 3 clusters Score -1091125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1091131.625000 Penalty: 3033.942871
	Iteration 34Q: 3 clusters Score -1091132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1091136.750000 Penalty: 3033.942871
	Iteration 35Q: 3 clusters Score -1091137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1091139.250000 Penalty: 3033.942871
	Iteration 36Q: 3 clusters Score -1091139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1091139.125000 Penalty: 3033.942871
	Iteration 37Q: 3 clusters Score -1091139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1091141.625000 Penalty: 3033.942871
	Iteration 38Q: 3 clusters Score -1091142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1091142.375000 Penalty: 3033.942871
	Iteration 39Q: 3 clusters Score -1091142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1091143.250000 Penalty: 3033.942871
	Iteration 40F: 3 clusters Score -1091143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Entering Unmasked Estep 
Score: -680792.687500 Penalty: 1455.050537
	Iteration 0F: 2 clusters Score -680792.7 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 3831 members 
Entering Unmasked Estep 
Score: -675042.437500 Penalty: 2910.101074
	Iteration 0F: 3 clusters Score -675042.4 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -676938.250000 Penalty: 2910.101074
	Iteration 1F: 3 clusters Score -676938.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -677311.687500 Penalty: 2910.101074
	Iteration 2F: 3 clusters Score -677311.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -677674.250000 Penalty: 2910.101074
	Iteration 3F: 3 clusters Score -677674.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -678022.437500 Penalty: 2910.101074
	Iteration 4F: 3 clusters Score -678022.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -678348.125000 Penalty: 2910.101074
	Iteration 5F: 3 clusters Score -678348.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -678649.750000 Penalty: 2910.101074
	Iteration 6F: 3 clusters Score -678649.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -678951.500000 Penalty: 2910.101074
	Iteration 7Q: 3 clusters Score -678951.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -679228.437500 Penalty: 2910.101074
	Iteration 8Q: 3 clusters Score -679228.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -679524.000000 Penalty: 2910.101074
	Iteration 9Q: 3 clusters Score -679524 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -679797.000000 Penalty: 2910.101074
	Iteration 10Q: 3 clusters Score -679797 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -679988.750000 Penalty: 2910.101074
	Iteration 11Q: 3 clusters Score -679988.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -680066.000000 Penalty: 2910.101074
	Iteration 12Q: 3 clusters Score -680066 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -680087.562500 Penalty: 2910.101074
	Iteration 13Q: 3 clusters Score -680087.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -680097.000000 Penalty: 2910.101074
	Iteration 14Q: 3 clusters Score -680097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -680102.125000 Penalty: 2910.101074
	Iteration 15Q: 3 clusters Score -680102.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -680105.875000 Penalty: 2910.101074
	Iteration 16Q: 3 clusters Score -680105.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -680107.375000 Penalty: 2910.101074
	Iteration 17Q: 3 clusters Score -680107.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -680112.437500 Penalty: 2910.101074
	Iteration 18Q: 3 clusters Score -680112.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -680114.375000 Penalty: 2910.101074
	Iteration 19Q: 3 clusters Score -680114.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -680117.125000 Penalty: 2910.101074
	Iteration 20F: 3 clusters Score -680117.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -680117.000000 Penalty: 2910.101074
	Iteration 21Q: 3 clusters Score -680117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -680119.062500 Penalty: 2910.101074
	Iteration 22Q: 3 clusters Score -680119.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -680121.000000 Penalty: 2910.101074
	Iteration 23Q: 3 clusters Score -680121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -680121.000000 Penalty: 2910.101074
	Iteration 24F: 3 clusters Score -680121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Entering Unmasked Estep 
Score: -1896910.000000 Penalty: 1616.181519
	Iteration 0F: 2 clusters Score -1896910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1882765.375000 Penalty: 3232.363037
	Iteration 0F: 3 clusters Score -1882765 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1887857.250000 Penalty: 3232.363037
	Iteration 1F: 3 clusters Score -1887857 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1888283.875000 Penalty: 3232.363037
	Iteration 2F: 3 clusters Score -1888284 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1888692.250000 Penalty: 3232.363037
	Iteration 3Q: 3 clusters Score -1888692 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1889147.125000 Penalty: 3232.363037
	Iteration 4Q: 3 clusters Score -1889147 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1889634.250000 Penalty: 3232.363037
	Iteration 5Q: 3 clusters Score -1889634 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1890177.125000 Penalty: 3232.363037
	Iteration 6Q: 3 clusters Score -1890177 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1890805.375000 Penalty: 3232.363037
	Iteration 7F: 3 clusters Score -1890805 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1891531.375000 Penalty: 3232.363037
	Iteration 8F: 3 clusters Score -1891531 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1892255.750000 Penalty: 3232.363037
	Iteration 9F: 3 clusters Score -1892256 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1892802.125000 Penalty: 3232.363037
	Iteration 10Q: 3 clusters Score -1892802 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1893178.750000 Penalty: 3232.363037
	Iteration 11Q: 3 clusters Score -1893179 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1893441.250000 Penalty: 3232.363037
	Iteration 12Q: 3 clusters Score -1893441 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1893662.625000 Penalty: 3232.363037
	Iteration 13Q: 3 clusters Score -1893663 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1893917.000000 Penalty: 3232.363037
	Iteration 14Q: 3 clusters Score -1893917 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1894157.875000 Penalty: 3232.363037
	Iteration 15Q: 3 clusters Score -1894158 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1894374.250000 Penalty: 3232.363037
	Iteration 16Q: 3 clusters Score -1894374 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1894529.125000 Penalty: 3232.363037
	Iteration 17Q: 3 clusters Score -1894529 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1894628.125000 Penalty: 3232.363037
	Iteration 18Q: 3 clusters Score -1894628 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1894695.875000 Penalty: 3232.363037
	Iteration 19Q: 3 clusters Score -1894696 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1894734.875000 Penalty: 3232.363037
	Iteration 20F: 3 clusters Score -1894735 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1894761.625000 Penalty: 3232.363037
	Iteration 21Q: 3 clusters Score -1894762 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1894778.250000 Penalty: 3232.363037
	Iteration 22Q: 3 clusters Score -1894778 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1894800.875000 Penalty: 3232.363037
	Iteration 23Q: 3 clusters Score -1894801 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1894809.375000 Penalty: 3232.363037
	Iteration 24Q: 3 clusters Score -1894809 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1894826.250000 Penalty: 3232.363037
	Iteration 25Q: 3 clusters Score -1894826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1894842.875000 Penalty: 3232.363037
	Iteration 26Q: 3 clusters Score -1894843 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1894854.500000 Penalty: 3232.363037
	Iteration 27Q: 3 clusters Score -1894854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1894870.500000 Penalty: 3232.363037
	Iteration 28Q: 3 clusters Score -1894870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1894873.250000 Penalty: 3232.363037
	Iteration 29Q: 3 clusters Score -1894873 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1894880.125000 Penalty: 3232.363037
	Iteration 30Q: 3 clusters Score -1894880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1894893.375000 Penalty: 3232.363037
	Iteration 31Q: 3 clusters Score -1894893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1894895.250000 Penalty: 3232.363037
	Iteration 32Q: 3 clusters Score -1894895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1894897.000000 Penalty: 3232.363037
	Iteration 33Q: 3 clusters Score -1894897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1894896.750000 Penalty: 3232.363037
	Iteration 34Q: 3 clusters Score -1894897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1894898.125000 Penalty: 3232.363037
	Iteration 35Q: 3 clusters Score -1894898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1894899.750000 Penalty: 3232.363037
	Iteration 36Q: 3 clusters Score -1894900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1894906.750000 Penalty: 3232.363037
	Iteration 37Q: 3 clusters Score -1894907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1894903.875000 Penalty: 3232.363037
	Iteration 38Q: 3 clusters Score -1894904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1894903.500000 Penalty: 3232.363037
	Iteration 39Q: 3 clusters Score -1894904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1894903.250000 Penalty: 3232.363037
	Iteration 40F: 3 clusters Score -1894903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1894903.250000 Penalty: 3232.363037
	Iteration 41Q: 3 clusters Score -1894903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1894902.875000 Penalty: 3232.363037
	Iteration 42Q: 3 clusters Score -1894903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1894901.125000 Penalty: 3232.363037
	Iteration 43Q: 3 clusters Score -1894901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1894904.750000 Penalty: 3232.363037
	Iteration 44Q: 3 clusters Score -1894905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1894904.875000 Penalty: 3232.363037
	Iteration 45Q: 3 clusters Score -1894905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1894904.875000 Penalty: 3232.363037
	Iteration 46F: 3 clusters Score -1894905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Entering Unmasked Estep 
Score: -809083.187500 Penalty: 1473.376465
	Iteration 0F: 2 clusters Score -809083.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -802730.312500 Penalty: 2946.752930
	Iteration 0F: 3 clusters Score -802730.3 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -804786.125000 Penalty: 2946.752930
	Iteration 1F: 3 clusters Score -804786.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -804994.125000 Penalty: 2946.752930
	Iteration 2F: 3 clusters Score -804994.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -805136.812500 Penalty: 2946.752930
	Iteration 3Q: 3 clusters Score -805136.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -805259.000000 Penalty: 2946.752930
	Iteration 4Q: 3 clusters Score -805259 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -805359.000000 Penalty: 2946.752930
	Iteration 5Q: 3 clusters Score -805359 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -805473.687500 Penalty: 2946.752930
	Iteration 6Q: 3 clusters Score -805473.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -805628.812500 Penalty: 2946.752930
	Iteration 7Q: 3 clusters Score -805628.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -805836.875000 Penalty: 2946.752930
	Iteration 8Q: 3 clusters Score -805836.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -806081.062500 Penalty: 2946.752930
	Iteration 9Q: 3 clusters Score -806081.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -806387.875000 Penalty: 2946.752930
	Iteration 10F: 3 clusters Score -806387.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -806763.937500 Penalty: 2946.752930
	Iteration 11F: 3 clusters Score -806763.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -807126.937500 Penalty: 2946.752930
	Iteration 12Q: 3 clusters Score -807126.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -807424.500000 Penalty: 2946.752930
	Iteration 13Q: 3 clusters Score -807424.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -807613.500000 Penalty: 2946.752930
	Iteration 14Q: 3 clusters Score -807613.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -807714.812500 Penalty: 2946.752930
	Iteration 15Q: 3 clusters Score -807714.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -807764.000000 Penalty: 2946.752930
	Iteration 16Q: 3 clusters Score -807764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -807800.562500 Penalty: 2946.752930
	Iteration 17Q: 3 clusters Score -807800.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -807828.562500 Penalty: 2946.752930
	Iteration 18Q: 3 clusters Score -807828.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -807854.500000 Penalty: 2946.752930
	Iteration 19Q: 3 clusters Score -807854.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -807869.250000 Penalty: 2946.752930
	Iteration 20F: 3 clusters Score -807869.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -807877.937500 Penalty: 2946.752930
	Iteration 21Q: 3 clusters Score -807877.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -807882.062500 Penalty: 2946.752930
	Iteration 22Q: 3 clusters Score -807882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -807882.437500 Penalty: 2946.752930
	Iteration 23Q: 3 clusters Score -807882.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -807883.750000 Penalty: 2946.752930
	Iteration 24Q: 3 clusters Score -807883.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -807887.437500 Penalty: 2946.752930
	Iteration 25Q: 3 clusters Score -807887.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -807891.812500 Penalty: 2946.752930
	Iteration 26Q: 3 clusters Score -807891.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -807899.375000 Penalty: 2946.752930
	Iteration 27Q: 3 clusters Score -807899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -807903.812500 Penalty: 2946.752930
	Iteration 28Q: 3 clusters Score -807903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -807903.750000 Penalty: 2946.752930
	Iteration 29Q: 3 clusters Score -807903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -807903.687500 Penalty: 2946.752930
	Iteration 30Q: 3 clusters Score -807903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -807906.500000 Penalty: 2946.752930
	Iteration 31Q: 3 clusters Score -807906.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -807907.375000 Penalty: 2946.752930
	Iteration 32Q: 3 clusters Score -807907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -807911.000000 Penalty: 2946.752930
	Iteration 33Q: 3 clusters Score -807911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -807913.062500 Penalty: 2946.752930
	Iteration 34Q: 3 clusters Score -807913.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -807913.062500 Penalty: 2946.752930
	Iteration 35F: 3 clusters Score -807913.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Entering Unmasked Estep 
Score: -6008783.000000 Penalty: 1803.597290
	Iteration 0F: 2 clusters Score -6008783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -5964736.500000 Penalty: 3607.194580
	Iteration 0F: 3 clusters Score -5964736 nChanged 31162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -5982478.500000 Penalty: 3607.194580
	Iteration 1F: 3 clusters Score -5982478 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -5983429.000000 Penalty: 3607.194580
	Iteration 2Q: 3 clusters Score -5983429 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -5984835.500000 Penalty: 3607.194580
	Iteration 3Q: 3 clusters Score -5984836 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -5987064.500000 Penalty: 3607.194580
	Iteration 4F: 3 clusters Score -5987064 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -5990544.500000 Penalty: 3607.194580
	Iteration 5F: 3 clusters Score -5990544 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -5994931.500000 Penalty: 3607.194580
	Iteration 6F: 3 clusters Score -5994932 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -5999295.500000 Penalty: 3607.194580
	Iteration 7F: 3 clusters Score -5999296 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -6002719.000000 Penalty: 3607.194580
	Iteration 8F: 3 clusters Score -6002719 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -6004505.500000 Penalty: 3607.194580
	Iteration 9Q: 3 clusters Score -6004506 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -6005522.500000 Penalty: 3607.194580
	Iteration 10Q: 3 clusters Score -6005522 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -6006051.500000 Penalty: 3607.194580
	Iteration 11Q: 3 clusters Score -6006052 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -6006340.500000 Penalty: 3607.194580
	Iteration 12Q: 3 clusters Score -6006340 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -6006630.000000 Penalty: 3607.194580
	Iteration 13Q: 3 clusters Score -6006630 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -6006827.000000 Penalty: 3607.194580
	Iteration 14Q: 3 clusters Score -6006827 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -6006998.000000 Penalty: 3607.194580
	Iteration 15Q: 3 clusters Score -6006998 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -6007155.500000 Penalty: 3607.194580
	Iteration 16Q: 3 clusters Score -6007156 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -6007287.500000 Penalty: 3607.194580
	Iteration 17Q: 3 clusters Score -6007288 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62277 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6007419.000000 Penalty: 3607.194580
	Iteration 18Q: 3 clusters Score -6007419 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -6007530.500000 Penalty: 3607.194580
	Iteration 19Q: 3 clusters Score -6007530 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -6007644.500000 Penalty: 3607.194580
	Iteration 20F: 3 clusters Score -6007644 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -6007764.000000 Penalty: 3607.194580
	Iteration 21Q: 3 clusters Score -6007764 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -6007825.500000 Penalty: 3607.194580
	Iteration 22Q: 3 clusters Score -6007826 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6007876.000000 Penalty: 3607.194580
	Iteration 23Q: 3 clusters Score -6007876 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6007923.500000 Penalty: 3607.194580
	Iteration 24Q: 3 clusters Score -6007924 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6007967.000000 Penalty: 3607.194580
	Iteration 25Q: 3 clusters Score -6007967 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6008007.000000 Penalty: 3607.194580
	Iteration 26Q: 3 clusters Score -6008007 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6008023.500000 Penalty: 3607.194580
	Iteration 27Q: 3 clusters Score -6008024 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6008029.000000 Penalty: 3607.194580
	Iteration 28Q: 3 clusters Score -6008029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6008043.000000 Penalty: 3607.194580
	Iteration 29Q: 3 clusters Score -6008043 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6008062.000000 Penalty: 3607.194580
	Iteration 30Q: 3 clusters Score -6008062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6008065.000000 Penalty: 3607.194580
	Iteration 31Q: 3 clusters Score -6008065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6008076.000000 Penalty: 3607.194580
	Iteration 32Q: 3 clusters Score -6008076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -6008085.000000 Penalty: 3607.194580
	Iteration 33Q: 3 clusters Score -6008085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6008088.500000 Penalty: 3607.194580
	Iteration 34Q: 3 clusters Score -6008088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6008099.500000 Penalty: 3607.194580
	Iteration 35Q: 3 clusters Score -6008100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6008099.500000 Penalty: 3607.194580
	Iteration 36Q: 3 clusters Score -6008100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6008109.000000 Penalty: 3607.194580
	Iteration 37Q: 3 clusters Score -6008109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6008102.500000 Penalty: 3607.194580
	Iteration 38Q: 3 clusters Score -6008102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6008098.000000 Penalty: 3607.194580
	Iteration 39Q: 3 clusters Score -6008098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6008098.000000 Penalty: 3607.194580
	Iteration 40F: 3 clusters Score -6008098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6008106.000000 Penalty: 3607.194580
	Iteration 41Q: 3 clusters Score -6008106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6008110.500000 Penalty: 3607.194580
	Iteration 42Q: 3 clusters Score -6008110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6008106.500000 Penalty: 3607.194580
	Iteration 43Q: 3 clusters Score -6008106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6008103.500000 Penalty: 3607.194580
	Iteration 44Q: 3 clusters Score -6008104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6008111.000000 Penalty: 3607.194580
	Iteration 45Q: 3 clusters Score -6008111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6008122.500000 Penalty: 3607.194580
	Iteration 46Q: 3 clusters Score -6008122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64010 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6008135.500000 Penalty: 3607.194580
	Iteration 47Q: 3 clusters Score -6008136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6008135.500000 Penalty: 3607.194580
	Iteration 48Q: 3 clusters Score -6008136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64038 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6008139.000000 Penalty: 3607.194580
	Iteration 49Q: 3 clusters Score -6008139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6008163.000000 Penalty: 3607.194580
	Iteration 50Q: 3 clusters Score -6008163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6008164.000000 Penalty: 3607.194580
	Iteration 51Q: 3 clusters Score -6008164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6008162.500000 Penalty: 3607.194580
	Iteration 52Q: 3 clusters Score -6008162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6008175.500000 Penalty: 3607.194580
	Iteration 53Q: 3 clusters Score -6008176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6008182.000000 Penalty: 3607.194580
	Iteration 54Q: 3 clusters Score -6008182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64086 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6008195.500000 Penalty: 3607.194580
	Iteration 55Q: 3 clusters Score -6008196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6008210.500000 Penalty: 3607.194580
	Iteration 56Q: 3 clusters Score -6008210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6008230.000000 Penalty: 3607.194580
	Iteration 57Q: 3 clusters Score -6008230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6008248.000000 Penalty: 3607.194580
	Iteration 58Q: 3 clusters Score -6008248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6008256.000000 Penalty: 3607.194580
	Iteration 59Q: 3 clusters Score -6008256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6008272.500000 Penalty: 3607.194580
	Iteration 60F: 3 clusters Score -6008272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6008286.000000 Penalty: 3607.194580
	Iteration 61Q: 3 clusters Score -6008286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6008285.000000 Penalty: 3607.194580
	Iteration 62Q: 3 clusters Score -6008285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6008279.500000 Penalty: 3607.194580
	Iteration 63Q: 3 clusters Score -6008280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6008292.500000 Penalty: 3607.194580
	Iteration 64Q: 3 clusters Score -6008292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6008295.000000 Penalty: 3607.194580
	Iteration 65Q: 3 clusters Score -6008295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6008304.000000 Penalty: 3607.194580
	Iteration 66Q: 3 clusters Score -6008304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6008314.500000 Penalty: 3607.194580
	Iteration 67Q: 3 clusters Score -6008314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64169 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6008324.000000 Penalty: 3607.194580
	Iteration 68Q: 3 clusters Score -6008324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6008322.500000 Penalty: 3607.194580
	Iteration 69Q: 3 clusters Score -6008322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6008327.500000 Penalty: 3607.194580
	Iteration 70Q: 3 clusters Score -6008328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6008330.500000 Penalty: 3607.194580
	Iteration 71Q: 3 clusters Score -6008330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6008327.500000 Penalty: 3607.194580
	Iteration 72Q: 3 clusters Score -6008328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6008330.500000 Penalty: 3607.194580
	Iteration 73Q: 3 clusters Score -6008330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6008337.500000 Penalty: 3607.194580
	Iteration 74Q: 3 clusters Score -6008338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6008340.500000 Penalty: 3607.194580
	Iteration 75Q: 3 clusters Score -6008340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6008344.500000 Penalty: 3607.194580
	Iteration 76Q: 3 clusters Score -6008344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6008338.000000 Penalty: 3607.194580
	Iteration 77Q: 3 clusters Score -6008338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6008339.500000 Penalty: 3607.194580
	Iteration 78Q: 3 clusters Score -6008340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6008340.500000 Penalty: 3607.194580
	Iteration 79Q: 3 clusters Score -6008340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6008348.500000 Penalty: 3607.194580
	Iteration 80F: 3 clusters Score -6008348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6008352.000000 Penalty: 3607.194580
	Iteration 81Q: 3 clusters Score -6008352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6008348.500000 Penalty: 3607.194580
	Iteration 82Q: 3 clusters Score -6008348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6008348.500000 Penalty: 3607.194580
	Iteration 83Q: 3 clusters Score -6008348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6008348.500000 Penalty: 3607.194580
	Iteration 84Q: 3 clusters Score -6008348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6008343.500000 Penalty: 3607.194580
	Iteration 85Q: 3 clusters Score -6008344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6008343.000000 Penalty: 3607.194580
	Iteration 86Q: 3 clusters Score -6008343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6008346.500000 Penalty: 3607.194580
	Iteration 87Q: 3 clusters Score -6008346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6008344.500000 Penalty: 3607.194580
	Iteration 88Q: 3 clusters Score -6008344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6008340.500000 Penalty: 3607.194580
	Iteration 89Q: 3 clusters Score -6008340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6008339.500000 Penalty: 3607.194580
	Iteration 90Q: 3 clusters Score -6008340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6008339.500000 Penalty: 3607.194580
	Iteration 91F: 3 clusters Score -6008340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Entering Unmasked Estep 
Score: -1469624.875000 Penalty: 1571.514893
	Iteration 0F: 2 clusters Score -1469625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1458716.250000 Penalty: 3143.029785
	Iteration 0F: 3 clusters Score -1458716 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1462546.375000 Penalty: 3143.029785
	Iteration 1F: 3 clusters Score -1462546 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1462966.250000 Penalty: 3143.029785
	Iteration 2F: 3 clusters Score -1462966 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1463425.625000 Penalty: 3143.029785
	Iteration 3F: 3 clusters Score -1463426 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1463915.375000 Penalty: 3143.029785
	Iteration 4F: 3 clusters Score -1463915 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1464451.000000 Penalty: 3143.029785
	Iteration 5F: 3 clusters Score -1464451 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1465053.625000 Penalty: 3143.029785
	Iteration 6F: 3 clusters Score -1465054 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1465710.000000 Penalty: 3143.029785
	Iteration 7F: 3 clusters Score -1465710 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1466304.625000 Penalty: 3143.029785
	Iteration 8Q: 3 clusters Score -1466305 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1466813.875000 Penalty: 3143.029785
	Iteration 9Q: 3 clusters Score -1466814 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1467199.750000 Penalty: 3143.029785
	Iteration 10Q: 3 clusters Score -1467200 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1467474.250000 Penalty: 3143.029785
	Iteration 11Q: 3 clusters Score -1467474 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1467684.625000 Penalty: 3143.029785
	Iteration 12Q: 3 clusters Score -1467685 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1467823.250000 Penalty: 3143.029785
	Iteration 13Q: 3 clusters Score -1467823 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1467945.000000 Penalty: 3143.029785
	Iteration 14Q: 3 clusters Score -1467945 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1468038.250000 Penalty: 3143.029785
	Iteration 15Q: 3 clusters Score -1468038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1468108.250000 Penalty: 3143.029785
	Iteration 16Q: 3 clusters Score -1468108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1468152.625000 Penalty: 3143.029785
	Iteration 17Q: 3 clusters Score -1468153 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1468189.625000 Penalty: 3143.029785
	Iteration 18Q: 3 clusters Score -1468190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1468214.625000 Penalty: 3143.029785
	Iteration 19Q: 3 clusters Score -1468215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1468237.875000 Penalty: 3143.029785
	Iteration 20F: 3 clusters Score -1468238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1468255.125000 Penalty: 3143.029785
	Iteration 21Q: 3 clusters Score -1468255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1468264.000000 Penalty: 3143.029785
	Iteration 22Q: 3 clusters Score -1468264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1468274.875000 Penalty: 3143.029785
	Iteration 23Q: 3 clusters Score -1468275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1468281.125000 Penalty: 3143.029785
	Iteration 24Q: 3 clusters Score -1468281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1468285.125000 Penalty: 3143.029785
	Iteration 25Q: 3 clusters Score -1468285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1468287.250000 Penalty: 3143.029785
	Iteration 26Q: 3 clusters Score -1468287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1468288.500000 Penalty: 3143.029785
	Iteration 27Q: 3 clusters Score -1468288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1468293.000000 Penalty: 3143.029785
	Iteration 28Q: 3 clusters Score -1468293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1468300.500000 Penalty: 3143.029785
	Iteration 29Q: 3 clusters Score -1468300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1468302.875000 Penalty: 3143.029785
	Iteration 30Q: 3 clusters Score -1468303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1468305.875000 Penalty: 3143.029785
	Iteration 31Q: 3 clusters Score -1468306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1468310.000000 Penalty: 3143.029785
	Iteration 32Q: 3 clusters Score -1468310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1468314.125000 Penalty: 3143.029785
	Iteration 33Q: 3 clusters Score -1468314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1468315.250000 Penalty: 3143.029785
	Iteration 34Q: 3 clusters Score -1468315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1468318.125000 Penalty: 3143.029785
	Iteration 35Q: 3 clusters Score -1468318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1468318.625000 Penalty: 3143.029785
	Iteration 36Q: 3 clusters Score -1468319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1468318.625000 Penalty: 3143.029785
	Iteration 37Q: 3 clusters Score -1468319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1468320.000000 Penalty: 3143.029785
	Iteration 38Q: 3 clusters Score -1468320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1468320.000000 Penalty: 3143.029785
	Iteration 39F: 3 clusters Score -1468320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Entering Unmasked Estep 
Score: -778688.062500 Penalty: 1475.129883
	Iteration 0F: 2 clusters Score -778688.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -772365.125000 Penalty: 2950.259766
	Iteration 0F: 3 clusters Score -772365.1 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -774294.562500 Penalty: 2950.259766
	Iteration 1F: 3 clusters Score -774294.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -774564.312500 Penalty: 2950.259766
	Iteration 2F: 3 clusters Score -774564.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -774826.187500 Penalty: 2950.259766
	Iteration 3F: 3 clusters Score -774826.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -775069.125000 Penalty: 2950.259766
	Iteration 4F: 3 clusters Score -775069.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -775307.062500 Penalty: 2950.259766
	Iteration 5Q: 3 clusters Score -775307.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -775622.437500 Penalty: 2950.259766
	Iteration 6F: 3 clusters Score -775622.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -775941.312500 Penalty: 2950.259766
	Iteration 7F: 3 clusters Score -775941.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -776236.375000 Penalty: 2950.259766
	Iteration 8Q: 3 clusters Score -776236.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -776520.875000 Penalty: 2950.259766
	Iteration 9Q: 3 clusters Score -776520.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -776733.750000 Penalty: 2950.259766
	Iteration 10Q: 3 clusters Score -776733.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -776873.000000 Penalty: 2950.259766
	Iteration 11Q: 3 clusters Score -776873 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -776995.937500 Penalty: 2950.259766
	Iteration 12Q: 3 clusters Score -776995.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -777082.062500 Penalty: 2950.259766
	Iteration 13Q: 3 clusters Score -777082.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -777155.312500 Penalty: 2950.259766
	Iteration 14Q: 3 clusters Score -777155.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -777210.250000 Penalty: 2950.259766
	Iteration 15Q: 3 clusters Score -777210.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -777251.687500 Penalty: 2950.259766
	Iteration 16Q: 3 clusters Score -777251.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -777292.437500 Penalty: 2950.259766
	Iteration 17Q: 3 clusters Score -777292.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -777328.187500 Penalty: 2950.259766
	Iteration 18Q: 3 clusters Score -777328.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -777366.125000 Penalty: 2950.259766
	Iteration 19Q: 3 clusters Score -777366.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -777399.125000 Penalty: 2950.259766
	Iteration 20F: 3 clusters Score -777399.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -777426.125000 Penalty: 2950.259766
	Iteration 21Q: 3 clusters Score -777426.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -777443.937500 Penalty: 2950.259766
	Iteration 22Q: 3 clusters Score -777443.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -777454.812500 Penalty: 2950.259766
	Iteration 23Q: 3 clusters Score -777454.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -777460.562500 Penalty: 2950.259766
	Iteration 24Q: 3 clusters Score -777460.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -777463.687500 Penalty: 2950.259766
	Iteration 25Q: 3 clusters Score -777463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -777465.562500 Penalty: 2950.259766
	Iteration 26Q: 3 clusters Score -777465.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -777467.750000 Penalty: 2950.259766
	Iteration 27Q: 3 clusters Score -777467.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -777470.000000 Penalty: 2950.259766
	Iteration 28Q: 3 clusters Score -777470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -777476.187500 Penalty: 2950.259766
	Iteration 29Q: 3 clusters Score -777476.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -777478.062500 Penalty: 2950.259766
	Iteration 30Q: 3 clusters Score -777478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -777480.000000 Penalty: 2950.259766
	Iteration 31Q: 3 clusters Score -777480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -777481.812500 Penalty: 2950.259766
	Iteration 32Q: 3 clusters Score -777481.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -777485.812500 Penalty: 2950.259766
	Iteration 33Q: 3 clusters Score -777485.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -777487.125000 Penalty: 2950.259766
	Iteration 34Q: 3 clusters Score -777487.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -777489.062500 Penalty: 2950.259766
	Iteration 35Q: 3 clusters Score -777489.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -777497.562500 Penalty: 2950.259766
	Iteration 36Q: 3 clusters Score -777497.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -777505.812500 Penalty: 2950.259766
	Iteration 37Q: 3 clusters Score -777505.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -777517.875000 Penalty: 2950.259766
	Iteration 38Q: 3 clusters Score -777517.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -777525.937500 Penalty: 2950.259766
	Iteration 39Q: 3 clusters Score -777525.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -777527.375000 Penalty: 2950.259766
	Iteration 40F: 3 clusters Score -777527.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -777527.375000 Penalty: 2950.259766
	Iteration 41Q: 3 clusters Score -777527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -777528.125000 Penalty: 2950.259766
	Iteration 42Q: 3 clusters Score -777528.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -777528.125000 Penalty: 2950.259766
	Iteration 43F: 3 clusters Score -777528.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -156916.687500 Penalty: 1205.356812
	Iteration 0F: 2 clusters Score -156916.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -154986.796875 Penalty: 2410.713623
	Iteration 0F: 3 clusters Score -154986.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -155340.281250 Penalty: 2410.713623
	Iteration 1F: 3 clusters Score -155340.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -155443.687500 Penalty: 2410.713623
	Iteration 2F: 3 clusters Score -155443.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -155514.609375 Penalty: 2410.713623
	Iteration 3F: 3 clusters Score -155514.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -155564.109375 Penalty: 2410.713623
	Iteration 4Q: 3 clusters Score -155564.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -155605.265625 Penalty: 2410.713623
	Iteration 5Q: 3 clusters Score -155605.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -155639.656250 Penalty: 2410.713623
	Iteration 6Q: 3 clusters Score -155639.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -155674.093750 Penalty: 2410.713623
	Iteration 7Q: 3 clusters Score -155674.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -155702.828125 Penalty: 2410.713623
	Iteration 8Q: 3 clusters Score -155702.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -155719.046875 Penalty: 2410.713623
	Iteration 9Q: 3 clusters Score -155719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -155734.234375 Penalty: 2410.713623
	Iteration 10Q: 3 clusters Score -155734.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -155749.437500 Penalty: 2410.713623
	Iteration 11Q: 3 clusters Score -155749.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -155760.203125 Penalty: 2410.713623
	Iteration 12Q: 3 clusters Score -155760.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -155766.546875 Penalty: 2410.713623
	Iteration 13Q: 3 clusters Score -155766.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -155768.046875 Penalty: 2410.713623
	Iteration 14Q: 3 clusters Score -155768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -155770.609375 Penalty: 2410.713623
	Iteration 15Q: 3 clusters Score -155770.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -155773.203125 Penalty: 2410.713623
	Iteration 16Q: 3 clusters Score -155773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -155775.437500 Penalty: 2410.713623
	Iteration 17Q: 3 clusters Score -155775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -155777.000000 Penalty: 2410.713623
	Iteration 18Q: 3 clusters Score -155777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -155780.015625 Penalty: 2410.713623
	Iteration 19Q: 3 clusters Score -155780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -155782.015625 Penalty: 2410.713623
	Iteration 20F: 3 clusters Score -155782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -155783.843750 Penalty: 2410.713623
	Iteration 21Q: 3 clusters Score -155783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -155785.609375 Penalty: 2410.713623
	Iteration 22Q: 3 clusters Score -155785.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -155788.156250 Penalty: 2410.713623
	Iteration 23Q: 3 clusters Score -155788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -155791.562500 Penalty: 2410.713623
	Iteration 24Q: 3 clusters Score -155791.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -155796.296875 Penalty: 2410.713623
	Iteration 25Q: 3 clusters Score -155796.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -155803.203125 Penalty: 2410.713623
	Iteration 26Q: 3 clusters Score -155803.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -155808.640625 Penalty: 2410.713623
	Iteration 27Q: 3 clusters Score -155808.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -155814.390625 Penalty: 2410.713623
	Iteration 28Q: 3 clusters Score -155814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -155817.375000 Penalty: 2410.713623
	Iteration 29Q: 3 clusters Score -155817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -155819.921875 Penalty: 2410.713623
	Iteration 30Q: 3 clusters Score -155819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -155821.796875 Penalty: 2410.713623
	Iteration 31Q: 3 clusters Score -155821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -155823.625000 Penalty: 2410.713623
	Iteration 32Q: 3 clusters Score -155823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -155826.140625 Penalty: 2410.713623
	Iteration 33Q: 3 clusters Score -155826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -155830.828125 Penalty: 2410.713623
	Iteration 34Q: 3 clusters Score -155830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -155835.281250 Penalty: 2410.713623
	Iteration 35Q: 3 clusters Score -155835.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -155839.281250 Penalty: 2410.713623
	Iteration 36Q: 3 clusters Score -155839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -155843.250000 Penalty: 2410.713623
	Iteration 37Q: 3 clusters Score -155843.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -155845.718750 Penalty: 2410.713623
	Iteration 38Q: 3 clusters Score -155845.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -155848.500000 Penalty: 2410.713623
	Iteration 39Q: 3 clusters Score -155848.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -155852.265625 Penalty: 2410.713623
	Iteration 40F: 3 clusters Score -155852.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -155853.765625 Penalty: 2410.713623
	Iteration 41Q: 3 clusters Score -155853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -155856.046875 Penalty: 2410.713623
	Iteration 42Q: 3 clusters Score -155856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -155859.109375 Penalty: 2410.713623
	Iteration 43Q: 3 clusters Score -155859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -155861.500000 Penalty: 2410.713623
	Iteration 44Q: 3 clusters Score -155861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -155864.328125 Penalty: 2410.713623
	Iteration 45Q: 3 clusters Score -155864.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -155872.515625 Penalty: 2410.713623
	Iteration 46Q: 3 clusters Score -155872.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -155877.718750 Penalty: 2410.713623
	Iteration 47Q: 3 clusters Score -155877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -155881.171875 Penalty: 2410.713623
	Iteration 48Q: 3 clusters Score -155881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -155888.359375 Penalty: 2410.713623
	Iteration 49Q: 3 clusters Score -155888.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -155897.796875 Penalty: 2410.713623
	Iteration 50Q: 3 clusters Score -155897.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -155908.000000 Penalty: 2410.713623
	Iteration 51Q: 3 clusters Score -155908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -155924.218750 Penalty: 2410.713623
	Iteration 52Q: 3 clusters Score -155924.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -155948.109375 Penalty: 2410.713623
	Iteration 53Q: 3 clusters Score -155948.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -155984.718750 Penalty: 2410.713623
	Iteration 54Q: 3 clusters Score -155984.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -156043.171875 Penalty: 2410.713623
	Iteration 55Q: 3 clusters Score -156043.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -156142.375000 Penalty: 2410.713623
	Iteration 56Q: 3 clusters Score -156142.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -156253.125000 Penalty: 2410.713623
	Iteration 57Q: 3 clusters Score -156253.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -156328.531250 Penalty: 2410.713623
	Iteration 58Q: 3 clusters Score -156328.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -156384.671875 Penalty: 2410.713623
	Iteration 59Q: 3 clusters Score -156384.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -156408.671875 Penalty: 2410.713623
	Iteration 60F: 3 clusters Score -156408.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -156418.703125 Penalty: 2410.713623
	Iteration 61Q: 3 clusters Score -156418.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -156423.921875 Penalty: 2410.713623
	Iteration 62Q: 3 clusters Score -156423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -156427.109375 Penalty: 2410.713623
	Iteration 63Q: 3 clusters Score -156427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -156429.343750 Penalty: 2410.713623
	Iteration 64Q: 3 clusters Score -156429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -156430.015625 Penalty: 2410.713623
	Iteration 65Q: 3 clusters Score -156430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -156432.781250 Penalty: 2410.713623
	Iteration 66Q: 3 clusters Score -156432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -156432.781250 Penalty: 2410.713623
	Iteration 67F: 3 clusters Score -156432.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Entering Unmasked Estep 
Score: -377318.156250 Penalty: 1344.665894
	Iteration 0F: 2 clusters Score -377318.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -374000.468750 Penalty: 2689.331787
	Iteration 0F: 3 clusters Score -374000.5 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -374962.500000 Penalty: 2689.331787
	Iteration 1F: 3 clusters Score -374962.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -375109.812500 Penalty: 2689.331787
	Iteration 2F: 3 clusters Score -375109.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -375219.937500 Penalty: 2689.331787
	Iteration 3Q: 3 clusters Score -375219.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -375323.593750 Penalty: 2689.331787
	Iteration 4Q: 3 clusters Score -375323.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -375403.500000 Penalty: 2689.331787
	Iteration 5Q: 3 clusters Score -375403.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -375496.593750 Penalty: 2689.331787
	Iteration 6Q: 3 clusters Score -375496.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -375587.531250 Penalty: 2689.331787
	Iteration 7Q: 3 clusters Score -375587.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -375697.750000 Penalty: 2689.331787
	Iteration 8Q: 3 clusters Score -375697.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -375804.781250 Penalty: 2689.331787
	Iteration 9Q: 3 clusters Score -375804.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -375927.343750 Penalty: 2689.331787
	Iteration 10Q: 3 clusters Score -375927.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -376117.875000 Penalty: 2689.331787
	Iteration 11Q: 3 clusters Score -376117.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -376438.687500 Penalty: 2689.331787
	Iteration 12F: 3 clusters Score -376438.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -376820.031250 Penalty: 2689.331787
	Iteration 13F: 3 clusters Score -376820 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -377051.406250 Penalty: 2689.331787
	Iteration 14Q: 3 clusters Score -377051.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -377149.468750 Penalty: 2689.331787
	Iteration 15Q: 3 clusters Score -377149.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -377185.000000 Penalty: 2689.331787
	Iteration 16Q: 3 clusters Score -377185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -377196.531250 Penalty: 2689.331787
	Iteration 17Q: 3 clusters Score -377196.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -377200.593750 Penalty: 2689.331787
	Iteration 18Q: 3 clusters Score -377200.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -377201.875000 Penalty: 2689.331787
	Iteration 19Q: 3 clusters Score -377201.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -377203.781250 Penalty: 2689.331787
	Iteration 20F: 3 clusters Score -377203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -377205.750000 Penalty: 2689.331787
	Iteration 21Q: 3 clusters Score -377205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -377205.781250 Penalty: 2689.331787
	Iteration 22Q: 3 clusters Score -377205.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -377206.843750 Penalty: 2689.331787
	Iteration 23Q: 3 clusters Score -377206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -377206.843750 Penalty: 2689.331787
	Iteration 24F: 3 clusters Score -377206.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Entering Unmasked Estep 
Score: -1106767.750000 Penalty: 1523.755371
	Iteration 0F: 2 clusters Score -1106768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1098486.250000 Penalty: 3047.510742
	Iteration 0F: 3 clusters Score -1098486 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1101426.750000 Penalty: 3047.510742
	Iteration 1F: 3 clusters Score -1101427 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1101927.375000 Penalty: 3047.510742
	Iteration 2F: 3 clusters Score -1101927 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1102522.250000 Penalty: 3047.510742
	Iteration 3F: 3 clusters Score -1102522 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1103231.875000 Penalty: 3047.510742
	Iteration 4F: 3 clusters Score -1103232 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1103978.250000 Penalty: 3047.510742
	Iteration 5F: 3 clusters Score -1103978 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1104671.250000 Penalty: 3047.510742
	Iteration 6F: 3 clusters Score -1104671 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1105227.875000 Penalty: 3047.510742
	Iteration 7F: 3 clusters Score -1105228 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1105555.625000 Penalty: 3047.510742
	Iteration 8Q: 3 clusters Score -1105556 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1105710.750000 Penalty: 3047.510742
	Iteration 9Q: 3 clusters Score -1105711 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1105782.750000 Penalty: 3047.510742
	Iteration 10Q: 3 clusters Score -1105783 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1105815.875000 Penalty: 3047.510742
	Iteration 11Q: 3 clusters Score -1105816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1105839.250000 Penalty: 3047.510742
	Iteration 12Q: 3 clusters Score -1105839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1105848.875000 Penalty: 3047.510742
	Iteration 13Q: 3 clusters Score -1105849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1105863.250000 Penalty: 3047.510742
	Iteration 14Q: 3 clusters Score -1105863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1105870.375000 Penalty: 3047.510742
	Iteration 15Q: 3 clusters Score -1105870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1105877.625000 Penalty: 3047.510742
	Iteration 16Q: 3 clusters Score -1105878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1105880.625000 Penalty: 3047.510742
	Iteration 17Q: 3 clusters Score -1105881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1105884.875000 Penalty: 3047.510742
	Iteration 18Q: 3 clusters Score -1105885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1105888.375000 Penalty: 3047.510742
	Iteration 19Q: 3 clusters Score -1105888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1105890.875000 Penalty: 3047.510742
	Iteration 20F: 3 clusters Score -1105891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1105897.375000 Penalty: 3047.510742
	Iteration 21Q: 3 clusters Score -1105897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1105899.250000 Penalty: 3047.510742
	Iteration 22Q: 3 clusters Score -1105899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1105900.875000 Penalty: 3047.510742
	Iteration 23Q: 3 clusters Score -1105901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1105904.500000 Penalty: 3047.510742
	Iteration 24Q: 3 clusters Score -1105904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1105910.375000 Penalty: 3047.510742
	Iteration 25Q: 3 clusters Score -1105910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1105909.250000 Penalty: 3047.510742
	Iteration 26Q: 3 clusters Score -1105909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1105909.000000 Penalty: 3047.510742
	Iteration 27Q: 3 clusters Score -1105909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1105911.375000 Penalty: 3047.510742
	Iteration 28Q: 3 clusters Score -1105911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1105913.500000 Penalty: 3047.510742
	Iteration 29Q: 3 clusters Score -1105914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1105912.625000 Penalty: 3047.510742
	Iteration 30Q: 3 clusters Score -1105913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1105913.125000 Penalty: 3047.510742
	Iteration 31Q: 3 clusters Score -1105913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1105913.500000 Penalty: 3047.510742
	Iteration 32Q: 3 clusters Score -1105914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1105913.500000 Penalty: 3047.510742
	Iteration 33F: 3 clusters Score -1105914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -452163.562500 Penalty: 1394.673584
	Iteration 0F: 2 clusters Score -452163.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -448053.093750 Penalty: 2789.347168
	Iteration 0F: 3 clusters Score -448053.1 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -449377.281250 Penalty: 2789.347168
	Iteration 1F: 3 clusters Score -449377.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -449684.937500 Penalty: 2789.347168
	Iteration 2F: 3 clusters Score -449684.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -449927.125000 Penalty: 2789.347168
	Iteration 3F: 3 clusters Score -449927.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -450146.500000 Penalty: 2789.347168
	Iteration 4F: 3 clusters Score -450146.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -450342.937500 Penalty: 2789.347168
	Iteration 5F: 3 clusters Score -450342.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -450477.562500 Penalty: 2789.347168
	Iteration 6Q: 3 clusters Score -450477.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -450565.968750 Penalty: 2789.347168
	Iteration 7Q: 3 clusters Score -450566 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -450634.062500 Penalty: 2789.347168
	Iteration 8Q: 3 clusters Score -450634.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -450682.000000 Penalty: 2789.347168
	Iteration 9Q: 3 clusters Score -450682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -450704.718750 Penalty: 2789.347168
	Iteration 10Q: 3 clusters Score -450704.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -450720.250000 Penalty: 2789.347168
	Iteration 11Q: 3 clusters Score -450720.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -450729.937500 Penalty: 2789.347168
	Iteration 12Q: 3 clusters Score -450729.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -450735.093750 Penalty: 2789.347168
	Iteration 13Q: 3 clusters Score -450735.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -450739.687500 Penalty: 2789.347168
	Iteration 14Q: 3 clusters Score -450739.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -450743.218750 Penalty: 2789.347168
	Iteration 15Q: 3 clusters Score -450743.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -450745.218750 Penalty: 2789.347168
	Iteration 16Q: 3 clusters Score -450745.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -450748.156250 Penalty: 2789.347168
	Iteration 17Q: 3 clusters Score -450748.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -450748.093750 Penalty: 2789.347168
	Iteration 18Q: 3 clusters Score -450748.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -450749.187500 Penalty: 2789.347168
	Iteration 19Q: 3 clusters Score -450749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -450749.468750 Penalty: 2789.347168
	Iteration 20F: 3 clusters Score -450749.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -450750.312500 Penalty: 2789.347168
	Iteration 21Q: 3 clusters Score -450750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -450750.468750 Penalty: 2789.347168
	Iteration 22Q: 3 clusters Score -450750.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -450751.250000 Penalty: 2789.347168
	Iteration 23Q: 3 clusters Score -450751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -450751.062500 Penalty: 2789.347168
	Iteration 24Q: 3 clusters Score -450751.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -450752.375000 Penalty: 2789.347168
	Iteration 25Q: 3 clusters Score -450752.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -450751.781250 Penalty: 2789.347168
	Iteration 26Q: 3 clusters Score -450751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -450752.062500 Penalty: 2789.347168
	Iteration 27Q: 3 clusters Score -450752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -450752.468750 Penalty: 2789.347168
	Iteration 28Q: 3 clusters Score -450752.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -450752.468750 Penalty: 2789.347168
	Iteration 29F: 3 clusters Score -450752.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Entering Unmasked Estep 
Score: -524557.687500 Penalty: 1415.475708
	Iteration 0F: 2 clusters Score -524557.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -519891.843750 Penalty: 2830.951416
	Iteration 0F: 3 clusters Score -519891.8 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -521310.125000 Penalty: 2830.951416
	Iteration 1F: 3 clusters Score -521310.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -521499.968750 Penalty: 2830.951416
	Iteration 2F: 3 clusters Score -521500 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -521608.718750 Penalty: 2830.951416
	Iteration 3Q: 3 clusters Score -521608.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -521690.187500 Penalty: 2830.951416
	Iteration 4Q: 3 clusters Score -521690.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -521769.375000 Penalty: 2830.951416
	Iteration 5Q: 3 clusters Score -521769.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -521838.187500 Penalty: 2830.951416
	Iteration 6Q: 3 clusters Score -521838.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -521904.250000 Penalty: 2830.951416
	Iteration 7Q: 3 clusters Score -521904.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -521964.437500 Penalty: 2830.951416
	Iteration 8Q: 3 clusters Score -521964.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -522023.906250 Penalty: 2830.951416
	Iteration 9Q: 3 clusters Score -522023.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -522087.625000 Penalty: 2830.951416
	Iteration 10Q: 3 clusters Score -522087.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -522164.937500 Penalty: 2830.951416
	Iteration 11Q: 3 clusters Score -522164.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -522235.343750 Penalty: 2830.951416
	Iteration 12Q: 3 clusters Score -522235.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -522289.312500 Penalty: 2830.951416
	Iteration 13Q: 3 clusters Score -522289.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -522331.937500 Penalty: 2830.951416
	Iteration 14Q: 3 clusters Score -522331.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -522370.187500 Penalty: 2830.951416
	Iteration 15Q: 3 clusters Score -522370.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -522408.687500 Penalty: 2830.951416
	Iteration 16Q: 3 clusters Score -522408.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -522455.312500 Penalty: 2830.951416
	Iteration 17Q: 3 clusters Score -522455.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -522495.906250 Penalty: 2830.951416
	Iteration 18Q: 3 clusters Score -522495.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -522534.218750 Penalty: 2830.951416
	Iteration 19Q: 3 clusters Score -522534.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -522566.531250 Penalty: 2830.951416
	Iteration 20F: 3 clusters Score -522566.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -522596.218750 Penalty: 2830.951416
	Iteration 21Q: 3 clusters Score -522596.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -522629.875000 Penalty: 2830.951416
	Iteration 22Q: 3 clusters Score -522629.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -522660.937500 Penalty: 2830.951416
	Iteration 23Q: 3 clusters Score -522660.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -522691.968750 Penalty: 2830.951416
	Iteration 24Q: 3 clusters Score -522692 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -522712.687500 Penalty: 2830.951416
	Iteration 25Q: 3 clusters Score -522712.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -522732.031250 Penalty: 2830.951416
	Iteration 26Q: 3 clusters Score -522732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -522750.843750 Penalty: 2830.951416
	Iteration 27Q: 3 clusters Score -522750.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -522766.562500 Penalty: 2830.951416
	Iteration 28Q: 3 clusters Score -522766.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -522779.718750 Penalty: 2830.951416
	Iteration 29Q: 3 clusters Score -522779.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -522795.750000 Penalty: 2830.951416
	Iteration 30Q: 3 clusters Score -522795.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -522811.125000 Penalty: 2830.951416
	Iteration 31Q: 3 clusters Score -522811.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -522822.718750 Penalty: 2830.951416
	Iteration 32Q: 3 clusters Score -522822.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -522834.718750 Penalty: 2830.951416
	Iteration 33Q: 3 clusters Score -522834.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -522849.843750 Penalty: 2830.951416
	Iteration 34Q: 3 clusters Score -522849.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -522866.875000 Penalty: 2830.951416
	Iteration 35Q: 3 clusters Score -522866.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -522879.375000 Penalty: 2830.951416
	Iteration 36Q: 3 clusters Score -522879.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -522895.687500 Penalty: 2830.951416
	Iteration 37Q: 3 clusters Score -522895.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -522915.968750 Penalty: 2830.951416
	Iteration 38Q: 3 clusters Score -522916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -522936.656250 Penalty: 2830.951416
	Iteration 39Q: 3 clusters Score -522936.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -522956.968750 Penalty: 2830.951416
	Iteration 40F: 3 clusters Score -522957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -522973.500000 Penalty: 2830.951416
	Iteration 41Q: 3 clusters Score -522973.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -522987.812500 Penalty: 2830.951416
	Iteration 42Q: 3 clusters Score -522987.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -523017.875000 Penalty: 2830.951416
	Iteration 43Q: 3 clusters Score -523017.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -523045.437500 Penalty: 2830.951416
	Iteration 44Q: 3 clusters Score -523045.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -523078.062500 Penalty: 2830.951416
	Iteration 45Q: 3 clusters Score -523078.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -523106.968750 Penalty: 2830.951416
	Iteration 46Q: 3 clusters Score -523107 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -523144.343750 Penalty: 2830.951416
	Iteration 47Q: 3 clusters Score -523144.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -523183.250000 Penalty: 2830.951416
	Iteration 48Q: 3 clusters Score -523183.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -523222.125000 Penalty: 2830.951416
	Iteration 49Q: 3 clusters Score -523222.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -523272.968750 Penalty: 2830.951416
	Iteration 50Q: 3 clusters Score -523273 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -523325.062500 Penalty: 2830.951416
	Iteration 51Q: 3 clusters Score -523325.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -523364.781250 Penalty: 2830.951416
	Iteration 52Q: 3 clusters Score -523364.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -523397.093750 Penalty: 2830.951416
	Iteration 53Q: 3 clusters Score -523397.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -523434.125000 Penalty: 2830.951416
	Iteration 54Q: 3 clusters Score -523434.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -523469.375000 Penalty: 2830.951416
	Iteration 55Q: 3 clusters Score -523469.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -523509.156250 Penalty: 2830.951416
	Iteration 56Q: 3 clusters Score -523509.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -523545.250000 Penalty: 2830.951416
	Iteration 57Q: 3 clusters Score -523545.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -523584.968750 Penalty: 2830.951416
	Iteration 58Q: 3 clusters Score -523585 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -523613.437500 Penalty: 2830.951416
	Iteration 59Q: 3 clusters Score -523613.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -523641.000000 Penalty: 2830.951416
	Iteration 60F: 3 clusters Score -523641 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -523654.875000 Penalty: 2830.951416
	Iteration 61Q: 3 clusters Score -523654.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -523666.062500 Penalty: 2830.951416
	Iteration 62Q: 3 clusters Score -523666.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -523675.875000 Penalty: 2830.951416
	Iteration 63Q: 3 clusters Score -523675.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -523681.593750 Penalty: 2830.951416
	Iteration 64Q: 3 clusters Score -523681.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -523694.625000 Penalty: 2830.951416
	Iteration 65Q: 3 clusters Score -523694.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -523704.437500 Penalty: 2830.951416
	Iteration 66Q: 3 clusters Score -523704.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -523717.625000 Penalty: 2830.951416
	Iteration 67Q: 3 clusters Score -523717.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -523722.156250 Penalty: 2830.951416
	Iteration 68Q: 3 clusters Score -523722.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -523727.562500 Penalty: 2830.951416
	Iteration 69Q: 3 clusters Score -523727.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -523734.750000 Penalty: 2830.951416
	Iteration 70Q: 3 clusters Score -523734.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -523741.718750 Penalty: 2830.951416
	Iteration 71Q: 3 clusters Score -523741.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -523745.593750 Penalty: 2830.951416
	Iteration 72Q: 3 clusters Score -523745.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -523749.062500 Penalty: 2830.951416
	Iteration 73Q: 3 clusters Score -523749.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -523754.218750 Penalty: 2830.951416
	Iteration 74Q: 3 clusters Score -523754.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -523759.625000 Penalty: 2830.951416
	Iteration 75Q: 3 clusters Score -523759.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -523767.468750 Penalty: 2830.951416
	Iteration 76Q: 3 clusters Score -523767.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -523772.968750 Penalty: 2830.951416
	Iteration 77Q: 3 clusters Score -523773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -523774.968750 Penalty: 2830.951416
	Iteration 78Q: 3 clusters Score -523775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -523777.750000 Penalty: 2830.951416
	Iteration 79Q: 3 clusters Score -523777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -523779.687500 Penalty: 2830.951416
	Iteration 80F: 3 clusters Score -523779.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -523780.906250 Penalty: 2830.951416
	Iteration 81Q: 3 clusters Score -523780.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -523782.031250 Penalty: 2830.951416
	Iteration 82Q: 3 clusters Score -523782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -523786.687500 Penalty: 2830.951416
	Iteration 83Q: 3 clusters Score -523786.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -523788.937500 Penalty: 2830.951416
	Iteration 84Q: 3 clusters Score -523788.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -523791.375000 Penalty: 2830.951416
	Iteration 85Q: 3 clusters Score -523791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -523792.406250 Penalty: 2830.951416
	Iteration 86Q: 3 clusters Score -523792.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -523793.687500 Penalty: 2830.951416
	Iteration 87Q: 3 clusters Score -523793.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -523795.062500 Penalty: 2830.951416
	Iteration 88Q: 3 clusters Score -523795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -523795.406250 Penalty: 2830.951416
	Iteration 89Q: 3 clusters Score -523795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -523795.468750 Penalty: 2830.951416
	Iteration 90Q: 3 clusters Score -523795.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -523796.750000 Penalty: 2830.951416
	Iteration 91Q: 3 clusters Score -523796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -523798.718750 Penalty: 2830.951416
	Iteration 92Q: 3 clusters Score -523798.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -523800.218750 Penalty: 2830.951416
	Iteration 93Q: 3 clusters Score -523800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -523800.656250 Penalty: 2830.951416
	Iteration 94Q: 3 clusters Score -523800.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -523801.250000 Penalty: 2830.951416
	Iteration 95Q: 3 clusters Score -523801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -523802.718750 Penalty: 2830.951416
	Iteration 96Q: 3 clusters Score -523802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -523802.718750 Penalty: 2830.951416
	Iteration 97F: 3 clusters Score -523802.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (204898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204898 members 
Entering Unmasked Estep 
Score: -18759846.000000 Penalty: 1987.418457
	Iteration 0F: 2 clusters Score -1.875985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102323 members 
Mstep: Class 2 contains 102575 members 
Entering Unmasked Estep 
Score: -18624350.000000 Penalty: 3974.836914
	Iteration 0F: 3 clusters Score -1.862435e+07 nChanged 99057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101988 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -18683602.000000 Penalty: 3974.836914
	Iteration 1F: 3 clusters Score -1.86836e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 102914 members 
Entering Unmasked Estep 
Score: -18684834.000000 Penalty: 3974.836914
	Iteration 2Q: 3 clusters Score -1.868483e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101971 members 
Mstep: Class 2 contains 102927 members 
Entering Unmasked Estep 
Score: -18686456.000000 Penalty: 3974.836914
	Iteration 3Q: 3 clusters Score -1.868646e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101889 members 
Mstep: Class 2 contains 103009 members 
Entering Unmasked Estep 
Score: -18688484.000000 Penalty: 3974.836914
	Iteration 4Q: 3 clusters Score -1.868848e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101808 members 
Mstep: Class 2 contains 103090 members 
Entering Unmasked Estep 
Score: -18691212.000000 Penalty: 3974.836914
	Iteration 5Q: 3 clusters Score -1.869121e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -18694256.000000 Penalty: 3974.836914
	Iteration 6Q: 3 clusters Score -1.869426e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100930 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -18697874.000000 Penalty: 3974.836914
	Iteration 7Q: 3 clusters Score -1.869787e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99779 members 
Mstep: Class 2 contains 105119 members 
Entering Unmasked Estep 
Score: -18701802.000000 Penalty: 3974.836914
	Iteration 8Q: 3 clusters Score -1.87018e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 106990 members 
Entering Unmasked Estep 
Score: -18706464.000000 Penalty: 3974.836914
	Iteration 9Q: 3 clusters Score -1.870646e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95340 members 
Mstep: Class 2 contains 109558 members 
Entering Unmasked Estep 
Score: -18711408.000000 Penalty: 3974.836914
	Iteration 10Q: 3 clusters Score -1.871141e+07 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 112396 members 
Entering Unmasked Estep 
Score: -18716854.000000 Penalty: 3974.836914
	Iteration 11Q: 3 clusters Score -1.871685e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 115053 members 
Entering Unmasked Estep 
Score: -18721736.000000 Penalty: 3974.836914
	Iteration 12Q: 3 clusters Score -1.872174e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 116935 members 
Entering Unmasked Estep 
Score: -18725314.000000 Penalty: 3974.836914
	Iteration 13Q: 3 clusters Score -1.872531e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 118130 members 
Entering Unmasked Estep 
Score: -18727102.000000 Penalty: 3974.836914
	Iteration 14Q: 3 clusters Score -1.87271e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Mstep: Class 2 contains 119059 members 
Entering Unmasked Estep 
Score: -18728100.000000 Penalty: 3974.836914
	Iteration 15Q: 3 clusters Score -1.87281e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 119923 members 
Entering Unmasked Estep 
Score: -18728710.000000 Penalty: 3974.836914
	Iteration 16Q: 3 clusters Score -1.872871e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 120733 members 
Entering Unmasked Estep 
Score: -18729130.000000 Penalty: 3974.836914
	Iteration 17Q: 3 clusters Score -1.872913e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83329 members 
Mstep: Class 2 contains 121569 members 
Entering Unmasked Estep 
Score: -18729492.000000 Penalty: 3974.836914
	Iteration 18Q: 3 clusters Score -1.872949e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 122466 members 
Entering Unmasked Estep 
Score: -18729818.000000 Penalty: 3974.836914
	Iteration 19Q: 3 clusters Score -1.872982e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 123346 members 
Entering Unmasked Estep 
Score: -18730182.000000 Penalty: 3974.836914
	Iteration 20F: 3 clusters Score -1.873018e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 124218 members 
Entering Unmasked Estep 
Score: -18730492.000000 Penalty: 3974.836914
	Iteration 21Q: 3 clusters Score -1.873049e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79753 members 
Mstep: Class 2 contains 125145 members 
Entering Unmasked Estep 
Score: -18730824.000000 Penalty: 3974.836914
	Iteration 22Q: 3 clusters Score -1.873082e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 126191 members 
Entering Unmasked Estep 
Score: -18731162.000000 Penalty: 3974.836914
	Iteration 23Q: 3 clusters Score -1.873116e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 127285 members 
Entering Unmasked Estep 
Score: -18731606.000000 Penalty: 3974.836914
	Iteration 24Q: 3 clusters Score -1.873161e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 128469 members 
Entering Unmasked Estep 
Score: -18732002.000000 Penalty: 3974.836914
	Iteration 25Q: 3 clusters Score -1.8732e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 129637 members 
Entering Unmasked Estep 
Score: -18732518.000000 Penalty: 3974.836914
	Iteration 26Q: 3 clusters Score -1.873252e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73993 members 
Mstep: Class 2 contains 130905 members 
Entering Unmasked Estep 
Score: -18733092.000000 Penalty: 3974.836914
	Iteration 27Q: 3 clusters Score -1.873309e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 132258 members 
Entering Unmasked Estep 
Score: -18733578.000000 Penalty: 3974.836914
	Iteration 28Q: 3 clusters Score -1.873358e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 133640 members 
Entering Unmasked Estep 
Score: -18734158.000000 Penalty: 3974.836914
	Iteration 29Q: 3 clusters Score -1.873416e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 135142 members 
Entering Unmasked Estep 
Score: -18734808.000000 Penalty: 3974.836914
	Iteration 30Q: 3 clusters Score -1.873481e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 136721 members 
Entering Unmasked Estep 
Score: -18735378.000000 Penalty: 3974.836914
	Iteration 31Q: 3 clusters Score -1.873538e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66474 members 
Mstep: Class 2 contains 138424 members 
Entering Unmasked Estep 
Score: -18735992.000000 Penalty: 3974.836914
	Iteration 32Q: 3 clusters Score -1.873599e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 140145 members 
Entering Unmasked Estep 
Score: -18736544.000000 Penalty: 3974.836914
	Iteration 33Q: 3 clusters Score -1.873654e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 141878 members 
Entering Unmasked Estep 
Score: -18736954.000000 Penalty: 3974.836914
	Iteration 34Q: 3 clusters Score -1.873695e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61278 members 
Mstep: Class 2 contains 143620 members 
Entering Unmasked Estep 
Score: -18737476.000000 Penalty: 3974.836914
	Iteration 35Q: 3 clusters Score -1.873748e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 145540 members 
Entering Unmasked Estep 
Score: -18738098.000000 Penalty: 3974.836914
	Iteration 36Q: 3 clusters Score -1.87381e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 147544 members 
Entering Unmasked Estep 
Score: -18738718.000000 Penalty: 3974.836914
	Iteration 37Q: 3 clusters Score -1.873872e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 149569 members 
Entering Unmasked Estep 
Score: -18739270.000000 Penalty: 3974.836914
	Iteration 38Q: 3 clusters Score -1.873927e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 151556 members 
Entering Unmasked Estep 
Score: -18739672.000000 Penalty: 3974.836914
	Iteration 39Q: 3 clusters Score -1.873967e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 153661 members 
Entering Unmasked Estep 
Score: -18740248.000000 Penalty: 3974.836914
	Iteration 40F: 3 clusters Score -1.874025e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 155811 members 
Entering Unmasked Estep 
Score: -18740920.000000 Penalty: 3974.836914
	Iteration 41Q: 3 clusters Score -1.874092e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 157999 members 
Entering Unmasked Estep 
Score: -18741436.000000 Penalty: 3974.836914
	Iteration 42Q: 3 clusters Score -1.874144e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 160297 members 
Entering Unmasked Estep 
Score: -18742060.000000 Penalty: 3974.836914
	Iteration 43Q: 3 clusters Score -1.874206e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 162539 members 
Entering Unmasked Estep 
Score: -18742562.000000 Penalty: 3974.836914
	Iteration 44Q: 3 clusters Score -1.874256e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 164815 members 
Entering Unmasked Estep 
Score: -18743108.000000 Penalty: 3974.836914
	Iteration 45Q: 3 clusters Score -1.874311e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 167119 members 
Entering Unmasked Estep 
Score: -18743626.000000 Penalty: 3974.836914
	Iteration 46Q: 3 clusters Score -1.874363e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 169445 members 
Entering Unmasked Estep 
Score: -18744234.000000 Penalty: 3974.836914
	Iteration 47Q: 3 clusters Score -1.874423e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 171678 members 
Entering Unmasked Estep 
Score: -18744874.000000 Penalty: 3974.836914
	Iteration 48Q: 3 clusters Score -1.874487e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 173956 members 
Entering Unmasked Estep 
Score: -18745460.000000 Penalty: 3974.836914
	Iteration 49Q: 3 clusters Score -1.874546e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 176216 members 
Entering Unmasked Estep 
Score: -18746006.000000 Penalty: 3974.836914
	Iteration 50Q: 3 clusters Score -1.874601e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 178535 members 
Entering Unmasked Estep 
Score: -18746596.000000 Penalty: 3974.836914
	Iteration 51Q: 3 clusters Score -1.87466e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 180837 members 
Entering Unmasked Estep 
Score: -18747224.000000 Penalty: 3974.836914
	Iteration 52Q: 3 clusters Score -1.874722e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 183143 members 
Entering Unmasked Estep 
Score: -18748118.000000 Penalty: 3974.836914
	Iteration 53Q: 3 clusters Score -1.874812e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 185514 members 
Entering Unmasked Estep 
Score: -18748966.000000 Penalty: 3974.836914
	Iteration 54Q: 3 clusters Score -1.874897e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 187759 members 
Entering Unmasked Estep 
Score: -18749846.000000 Penalty: 3974.836914
	Iteration 55Q: 3 clusters Score -1.874985e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 189904 members 
Entering Unmasked Estep 
Score: -18750672.000000 Penalty: 3974.836914
	Iteration 56Q: 3 clusters Score -1.875067e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 192038 members 
Entering Unmasked Estep 
Score: -18751640.000000 Penalty: 3974.836914
	Iteration 57Q: 3 clusters Score -1.875164e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 194069 members 
Entering Unmasked Estep 
Score: -18752646.000000 Penalty: 3974.836914
	Iteration 58Q: 3 clusters Score -1.875265e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 195991 members 
Entering Unmasked Estep 
Score: -18753688.000000 Penalty: 3974.836914
	Iteration 59Q: 3 clusters Score -1.875369e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 197788 members 
Entering Unmasked Estep 
Score: -18754628.000000 Penalty: 3974.836914
	Iteration 60F: 3 clusters Score -1.875463e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 199349 members 
Entering Unmasked Estep 
Score: -18755412.000000 Penalty: 3974.836914
	Iteration 61Q: 3 clusters Score -1.875541e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 200641 members 
Entering Unmasked Estep 
Score: -18756128.000000 Penalty: 3974.836914
	Iteration 62Q: 3 clusters Score -1.875613e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 201686 members 
Entering Unmasked Estep 
Score: -18756642.000000 Penalty: 3974.836914
	Iteration 63Q: 3 clusters Score -1.875664e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 202486 members 
Entering Unmasked Estep 
Score: -18757094.000000 Penalty: 3974.836914
	Iteration 64Q: 3 clusters Score -1.875709e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 203057 members 
Entering Unmasked Estep 
Score: -18757398.000000 Penalty: 3974.836914
	Iteration 65Q: 3 clusters Score -1.87574e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 203452 members 
Entering Unmasked Estep 
Score: -18757616.000000 Penalty: 3974.836914
	Iteration 66Q: 3 clusters Score -1.875762e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 203692 members 
Entering Unmasked Estep 
Score: -18757738.000000 Penalty: 3974.836914
	Iteration 67Q: 3 clusters Score -1.875774e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 203855 members 
Entering Unmasked Estep 
Score: -18757816.000000 Penalty: 3974.836914
	Iteration 68Q: 3 clusters Score -1.875782e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 203960 members 
Entering Unmasked Estep 
Score: -18757880.000000 Penalty: 3974.836914
	Iteration 69Q: 3 clusters Score -1.875788e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 204049 members 
Entering Unmasked Estep 
Score: -18757944.000000 Penalty: 3974.836914
	Iteration 70Q: 3 clusters Score -1.875794e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 204121 members 
Entering Unmasked Estep 
Score: -18757968.000000 Penalty: 3974.836914
	Iteration 71Q: 3 clusters Score -1.875797e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 204179 members 
Entering Unmasked Estep 
Score: -18758020.000000 Penalty: 3974.836914
	Iteration 72Q: 3 clusters Score -1.875802e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 204225 members 
Entering Unmasked Estep 
Score: -18758048.000000 Penalty: 3974.836914
	Iteration 73Q: 3 clusters Score -1.875805e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 204254 members 
Entering Unmasked Estep 
Score: -18758062.000000 Penalty: 3974.836914
	Iteration 74Q: 3 clusters Score -1.875806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 204280 members 
Entering Unmasked Estep 
Score: -18758080.000000 Penalty: 3974.836914
	Iteration 75Q: 3 clusters Score -1.875808e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 204309 members 
Entering Unmasked Estep 
Score: -18758106.000000 Penalty: 3974.836914
	Iteration 76Q: 3 clusters Score -1.875811e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 204333 members 
Entering Unmasked Estep 
Score: -18758114.000000 Penalty: 3974.836914
	Iteration 77Q: 3 clusters Score -1.875811e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 204354 members 
Entering Unmasked Estep 
Score: -18758140.000000 Penalty: 3974.836914
	Iteration 78Q: 3 clusters Score -1.875814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 204371 members 
Entering Unmasked Estep 
Score: -18758144.000000 Penalty: 3974.836914
	Iteration 79Q: 3 clusters Score -1.875814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 204383 members 
Entering Unmasked Estep 
Score: -18758150.000000 Penalty: 3974.836914
	Iteration 80F: 3 clusters Score -1.875815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 204390 members 
Entering Unmasked Estep 
Score: -18758168.000000 Penalty: 3974.836914
	Iteration 81Q: 3 clusters Score -1.875817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 204395 members 
Entering Unmasked Estep 
Score: -18758166.000000 Penalty: 3974.836914
	Iteration 82Q: 3 clusters Score -1.875817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 204397 members 
Entering Unmasked Estep 
Score: -18758172.000000 Penalty: 3974.836914
	Iteration 83Q: 3 clusters Score -1.875817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 204403 members 
Entering Unmasked Estep 
Score: -18758168.000000 Penalty: 3974.836914
	Iteration 84Q: 3 clusters Score -1.875817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 204406 members 
Entering Unmasked Estep 
Score: -18758188.000000 Penalty: 3974.836914
	Iteration 85Q: 3 clusters Score -1.875819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 204407 members 
Entering Unmasked Estep 
Score: -18758188.000000 Penalty: 3974.836914
	Iteration 86Q: 3 clusters Score -1.875819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 204411 members 
Entering Unmasked Estep 
Score: -18758186.000000 Penalty: 3974.836914
	Iteration 87Q: 3 clusters Score -1.875819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 204413 members 
Entering Unmasked Estep 
Score: -18758188.000000 Penalty: 3974.836914
	Iteration 88Q: 3 clusters Score -1.875819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 204415 members 
Entering Unmasked Estep 
Score: -18758182.000000 Penalty: 3974.836914
	Iteration 89Q: 3 clusters Score -1.875818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 204418 members 
Entering Unmasked Estep 
Score: -18758186.000000 Penalty: 3974.836914
	Iteration 90Q: 3 clusters Score -1.875819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 204421 members 
Entering Unmasked Estep 
Score: -18758194.000000 Penalty: 3974.836914
	Iteration 91Q: 3 clusters Score -1.875819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 204424 members 
Entering Unmasked Estep 
Score: -18758190.000000 Penalty: 3974.836914
	Iteration 92Q: 3 clusters Score -1.875819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 204425 members 
Entering Unmasked Estep 
Score: -18758196.000000 Penalty: 3974.836914
	Iteration 93Q: 3 clusters Score -1.87582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 204425 members 
Entering Unmasked Estep 
Score: -18758196.000000 Penalty: 3974.836914
	Iteration 94F: 3 clusters Score -1.87582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Entering Unmasked Estep 
Score: -3581941.500000 Penalty: 1705.970093
	Iteration 0F: 2 clusters Score -3581942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3557701.000000 Penalty: 3411.940186
	Iteration 0F: 3 clusters Score -3557701 nChanged 16738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3566699.000000 Penalty: 3411.940186
	Iteration 1F: 3 clusters Score -3566699 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3567062.250000 Penalty: 3411.940186
	Iteration 2Q: 3 clusters Score -3567062 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3567395.000000 Penalty: 3411.940186
	Iteration 3Q: 3 clusters Score -3567395 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3567695.000000 Penalty: 3411.940186
	Iteration 4Q: 3 clusters Score -3567695 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -3567984.500000 Penalty: 3411.940186
	Iteration 5Q: 3 clusters Score -3567984 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3568292.750000 Penalty: 3411.940186
	Iteration 6Q: 3 clusters Score -3568293 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3568660.750000 Penalty: 3411.940186
	Iteration 7Q: 3 clusters Score -3568661 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3569116.750000 Penalty: 3411.940186
	Iteration 8Q: 3 clusters Score -3569117 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3569710.750000 Penalty: 3411.940186
	Iteration 9Q: 3 clusters Score -3569711 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3570527.250000 Penalty: 3411.940186
	Iteration 10Q: 3 clusters Score -3570527 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3571760.500000 Penalty: 3411.940186
	Iteration 11F: 3 clusters Score -3571760 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3573360.500000 Penalty: 3411.940186
	Iteration 12F: 3 clusters Score -3573360 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3575100.500000 Penalty: 3411.940186
	Iteration 13F: 3 clusters Score -3575100 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3576386.250000 Penalty: 3411.940186
	Iteration 14Q: 3 clusters Score -3576386 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -3577252.000000 Penalty: 3411.940186
	Iteration 15Q: 3 clusters Score -3577252 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3577754.000000 Penalty: 3411.940186
	Iteration 16Q: 3 clusters Score -3577754 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3578117.000000 Penalty: 3411.940186
	Iteration 17Q: 3 clusters Score -3578117 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3578398.250000 Penalty: 3411.940186
	Iteration 18Q: 3 clusters Score -3578398 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3578672.750000 Penalty: 3411.940186
	Iteration 19Q: 3 clusters Score -3578673 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3578876.750000 Penalty: 3411.940186
	Iteration 20F: 3 clusters Score -3578877 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3579077.250000 Penalty: 3411.940186
	Iteration 21Q: 3 clusters Score -3579077 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3579280.000000 Penalty: 3411.940186
	Iteration 22Q: 3 clusters Score -3579280 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3579422.000000 Penalty: 3411.940186
	Iteration 23Q: 3 clusters Score -3579422 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3579562.000000 Penalty: 3411.940186
	Iteration 24Q: 3 clusters Score -3579562 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3579691.750000 Penalty: 3411.940186
	Iteration 25Q: 3 clusters Score -3579692 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3579785.250000 Penalty: 3411.940186
	Iteration 26Q: 3 clusters Score -3579785 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3579858.250000 Penalty: 3411.940186
	Iteration 27Q: 3 clusters Score -3579858 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3579927.500000 Penalty: 3411.940186
	Iteration 28Q: 3 clusters Score -3579928 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3579979.000000 Penalty: 3411.940186
	Iteration 29Q: 3 clusters Score -3579979 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3580056.250000 Penalty: 3411.940186
	Iteration 30Q: 3 clusters Score -3580056 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3580102.000000 Penalty: 3411.940186
	Iteration 31Q: 3 clusters Score -3580102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3580139.000000 Penalty: 3411.940186
	Iteration 32Q: 3 clusters Score -3580139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3580175.750000 Penalty: 3411.940186
	Iteration 33Q: 3 clusters Score -3580176 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3580201.250000 Penalty: 3411.940186
	Iteration 34Q: 3 clusters Score -3580201 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3580219.000000 Penalty: 3411.940186
	Iteration 35Q: 3 clusters Score -3580219 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3580254.000000 Penalty: 3411.940186
	Iteration 36Q: 3 clusters Score -3580254 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3580291.500000 Penalty: 3411.940186
	Iteration 37Q: 3 clusters Score -3580292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3580320.500000 Penalty: 3411.940186
	Iteration 38Q: 3 clusters Score -3580320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3580344.500000 Penalty: 3411.940186
	Iteration 39Q: 3 clusters Score -3580344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3580358.750000 Penalty: 3411.940186
	Iteration 40F: 3 clusters Score -3580359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3580377.250000 Penalty: 3411.940186
	Iteration 41Q: 3 clusters Score -3580377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3580384.750000 Penalty: 3411.940186
	Iteration 42Q: 3 clusters Score -3580385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3580396.000000 Penalty: 3411.940186
	Iteration 43Q: 3 clusters Score -3580396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3580399.750000 Penalty: 3411.940186
	Iteration 44Q: 3 clusters Score -3580400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3580403.000000 Penalty: 3411.940186
	Iteration 45Q: 3 clusters Score -3580403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3580406.000000 Penalty: 3411.940186
	Iteration 46Q: 3 clusters Score -3580406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3580411.750000 Penalty: 3411.940186
	Iteration 47Q: 3 clusters Score -3580412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3580414.500000 Penalty: 3411.940186
	Iteration 48Q: 3 clusters Score -3580414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3580423.500000 Penalty: 3411.940186
	Iteration 49Q: 3 clusters Score -3580424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3580433.250000 Penalty: 3411.940186
	Iteration 50Q: 3 clusters Score -3580433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3580437.750000 Penalty: 3411.940186
	Iteration 51Q: 3 clusters Score -3580438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3580435.750000 Penalty: 3411.940186
	Iteration 52Q: 3 clusters Score -3580436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3580441.500000 Penalty: 3411.940186
	Iteration 53Q: 3 clusters Score -3580442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3580437.750000 Penalty: 3411.940186
	Iteration 54Q: 3 clusters Score -3580438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3580448.000000 Penalty: 3411.940186
	Iteration 55Q: 3 clusters Score -3580448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3580446.750000 Penalty: 3411.940186
	Iteration 56Q: 3 clusters Score -3580447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3580447.250000 Penalty: 3411.940186
	Iteration 57Q: 3 clusters Score -3580447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3580450.750000 Penalty: 3411.940186
	Iteration 58Q: 3 clusters Score -3580451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3580450.250000 Penalty: 3411.940186
	Iteration 59Q: 3 clusters Score -3580450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3580449.750000 Penalty: 3411.940186
	Iteration 60F: 3 clusters Score -3580450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -203842.015625 Penalty: 1258.844116
	Iteration 0F: 2 clusters Score -203842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -201583.453125 Penalty: 2517.688232
	Iteration 0F: 3 clusters Score -201583.5 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -202212.156250 Penalty: 2517.688232
	Iteration 1F: 3 clusters Score -202212.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -202405.906250 Penalty: 2517.688232
	Iteration 2F: 3 clusters Score -202405.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -202527.609375 Penalty: 2517.688232
	Iteration 3F: 3 clusters Score -202527.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -202636.109375 Penalty: 2517.688232
	Iteration 4F: 3 clusters Score -202636.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -202719.843750 Penalty: 2517.688232
	Iteration 5Q: 3 clusters Score -202719.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -202781.781250 Penalty: 2517.688232
	Iteration 6Q: 3 clusters Score -202781.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -202847.031250 Penalty: 2517.688232
	Iteration 7Q: 3 clusters Score -202847 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -202894.921875 Penalty: 2517.688232
	Iteration 8Q: 3 clusters Score -202894.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -202938.578125 Penalty: 2517.688232
	Iteration 9Q: 3 clusters Score -202938.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -202970.828125 Penalty: 2517.688232
	Iteration 10Q: 3 clusters Score -202970.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -202987.531250 Penalty: 2517.688232
	Iteration 11Q: 3 clusters Score -202987.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -203001.671875 Penalty: 2517.688232
	Iteration 12Q: 3 clusters Score -203001.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -203007.640625 Penalty: 2517.688232
	Iteration 13Q: 3 clusters Score -203007.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -203014.921875 Penalty: 2517.688232
	Iteration 14Q: 3 clusters Score -203014.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -203021.546875 Penalty: 2517.688232
	Iteration 15Q: 3 clusters Score -203021.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -203026.843750 Penalty: 2517.688232
	Iteration 16Q: 3 clusters Score -203026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -203030.375000 Penalty: 2517.688232
	Iteration 17Q: 3 clusters Score -203030.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -203035.750000 Penalty: 2517.688232
	Iteration 18Q: 3 clusters Score -203035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -203040.234375 Penalty: 2517.688232
	Iteration 19Q: 3 clusters Score -203040.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -203043.718750 Penalty: 2517.688232
	Iteration 20F: 3 clusters Score -203043.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -203045.578125 Penalty: 2517.688232
	Iteration 21Q: 3 clusters Score -203045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -203045.578125 Penalty: 2517.688232
	Iteration 22F: 3 clusters Score -203045.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Entering Unmasked Estep 
Score: -7587080.500000 Penalty: 1827.790894
	Iteration 0F: 2 clusters Score -7587080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -7535911.500000 Penalty: 3655.581787
	Iteration 0F: 3 clusters Score -7535912 nChanged 36494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -7556740.000000 Penalty: 3655.581787
	Iteration 1F: 3 clusters Score -7556740 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -7557163.000000 Penalty: 3655.581787
	Iteration 2Q: 3 clusters Score -7557163 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -7557736.000000 Penalty: 3655.581787
	Iteration 3Q: 3 clusters Score -7557736 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -7558548.000000 Penalty: 3655.581787
	Iteration 4Q: 3 clusters Score -7558548 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -7559846.000000 Penalty: 3655.581787
	Iteration 5Q: 3 clusters Score -7559846 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -7562033.500000 Penalty: 3655.581787
	Iteration 6F: 3 clusters Score -7562034 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -7565733.000000 Penalty: 3655.581787
	Iteration 7F: 3 clusters Score -7565733 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -7570815.000000 Penalty: 3655.581787
	Iteration 8F: 3 clusters Score -7570815 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 66546 members 
Entering Unmasked Estep 
Score: -7576482.500000 Penalty: 3655.581787
	Iteration 9F: 3 clusters Score -7576482 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -7580909.000000 Penalty: 3655.581787
	Iteration 10F: 3 clusters Score -7580909 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 74152 members 
Entering Unmasked Estep 
Score: -7583543.500000 Penalty: 3655.581787
	Iteration 11Q: 3 clusters Score -7583544 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 75501 members 
Entering Unmasked Estep 
Score: -7584734.500000 Penalty: 3655.581787
	Iteration 12Q: 3 clusters Score -7584734 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -7585134.500000 Penalty: 3655.581787
	Iteration 13Q: 3 clusters Score -7585134 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -7585265.000000 Penalty: 3655.581787
	Iteration 14Q: 3 clusters Score -7585265 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 76353 members 
Entering Unmasked Estep 
Score: -7585349.000000 Penalty: 3655.581787
	Iteration 15Q: 3 clusters Score -7585349 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -7585406.500000 Penalty: 3655.581787
	Iteration 16Q: 3 clusters Score -7585406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -7585436.500000 Penalty: 3655.581787
	Iteration 17Q: 3 clusters Score -7585436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -7585454.000000 Penalty: 3655.581787
	Iteration 18Q: 3 clusters Score -7585454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -7585477.500000 Penalty: 3655.581787
	Iteration 19Q: 3 clusters Score -7585478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 76451 members 
Entering Unmasked Estep 
Score: -7585483.000000 Penalty: 3655.581787
	Iteration 20F: 3 clusters Score -7585483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -7585480.500000 Penalty: 3655.581787
	Iteration 21Q: 3 clusters Score -7585480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 76456 members 
Entering Unmasked Estep 
Score: -7585488.500000 Penalty: 3655.581787
	Iteration 22Q: 3 clusters Score -7585488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -7585491.500000 Penalty: 3655.581787
	Iteration 23Q: 3 clusters Score -7585492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 76459 members 
Entering Unmasked Estep 
Score: -7585492.000000 Penalty: 3655.581787
	Iteration 24Q: 3 clusters Score -7585492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -7585490.500000 Penalty: 3655.581787
	Iteration 25Q: 3 clusters Score -7585490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -7585490.500000 Penalty: 3655.581787
	Iteration 26F: 3 clusters Score -7585490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Entering Unmasked Estep 
Score: -568440.812500 Penalty: 1424.158691
	Iteration 0F: 2 clusters Score -568440.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -563593.000000 Penalty: 2848.317383
	Iteration 0F: 3 clusters Score -563593 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -565141.187500 Penalty: 2848.317383
	Iteration 1F: 3 clusters Score -565141.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -565703.000000 Penalty: 2848.317383
	Iteration 2F: 3 clusters Score -565703 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -566336.062500 Penalty: 2848.317383
	Iteration 3F: 3 clusters Score -566336.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -566904.062500 Penalty: 2848.317383
	Iteration 4F: 3 clusters Score -566904.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -567331.250000 Penalty: 2848.317383
	Iteration 5F: 3 clusters Score -567331.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -567573.437500 Penalty: 2848.317383
	Iteration 6F: 3 clusters Score -567573.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -567722.125000 Penalty: 2848.317383
	Iteration 7Q: 3 clusters Score -567722.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -567820.000000 Penalty: 2848.317383
	Iteration 8Q: 3 clusters Score -567820 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -567873.625000 Penalty: 2848.317383
	Iteration 9Q: 3 clusters Score -567873.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -567912.562500 Penalty: 2848.317383
	Iteration 10Q: 3 clusters Score -567912.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -567938.312500 Penalty: 2848.317383
	Iteration 11Q: 3 clusters Score -567938.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -567963.625000 Penalty: 2848.317383
	Iteration 12Q: 3 clusters Score -567963.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -567984.125000 Penalty: 2848.317383
	Iteration 13Q: 3 clusters Score -567984.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -568003.562500 Penalty: 2848.317383
	Iteration 14Q: 3 clusters Score -568003.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -568024.062500 Penalty: 2848.317383
	Iteration 15Q: 3 clusters Score -568024.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -568037.312500 Penalty: 2848.317383
	Iteration 16Q: 3 clusters Score -568037.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -568054.000000 Penalty: 2848.317383
	Iteration 17Q: 3 clusters Score -568054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -568069.000000 Penalty: 2848.317383
	Iteration 18Q: 3 clusters Score -568069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -568079.625000 Penalty: 2848.317383
	Iteration 19Q: 3 clusters Score -568079.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -568086.187500 Penalty: 2848.317383
	Iteration 20F: 3 clusters Score -568086.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -568092.187500 Penalty: 2848.317383
	Iteration 21Q: 3 clusters Score -568092.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -568100.437500 Penalty: 2848.317383
	Iteration 22Q: 3 clusters Score -568100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -568102.187500 Penalty: 2848.317383
	Iteration 23Q: 3 clusters Score -568102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -568105.000000 Penalty: 2848.317383
	Iteration 24Q: 3 clusters Score -568105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -568111.375000 Penalty: 2848.317383
	Iteration 25Q: 3 clusters Score -568111.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -568120.750000 Penalty: 2848.317383
	Iteration 26Q: 3 clusters Score -568120.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -568123.625000 Penalty: 2848.317383
	Iteration 27Q: 3 clusters Score -568123.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -568127.250000 Penalty: 2848.317383
	Iteration 28Q: 3 clusters Score -568127.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -568130.812500 Penalty: 2848.317383
	Iteration 29Q: 3 clusters Score -568130.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -568132.187500 Penalty: 2848.317383
	Iteration 30Q: 3 clusters Score -568132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -568135.812500 Penalty: 2848.317383
	Iteration 31Q: 3 clusters Score -568135.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -568138.750000 Penalty: 2848.317383
	Iteration 32Q: 3 clusters Score -568138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -568141.312500 Penalty: 2848.317383
	Iteration 33Q: 3 clusters Score -568141.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -568142.375000 Penalty: 2848.317383
	Iteration 34Q: 3 clusters Score -568142.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -568145.687500 Penalty: 2848.317383
	Iteration 35Q: 3 clusters Score -568145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -568148.437500 Penalty: 2848.317383
	Iteration 36Q: 3 clusters Score -568148.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -568149.687500 Penalty: 2848.317383
	Iteration 37Q: 3 clusters Score -568149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -568149.812500 Penalty: 2848.317383
	Iteration 38Q: 3 clusters Score -568149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -568150.000000 Penalty: 2848.317383
	Iteration 39Q: 3 clusters Score -568150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -568150.500000 Penalty: 2848.317383
	Iteration 40F: 3 clusters Score -568150.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (85635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85635 members 
Entering Unmasked Estep 
Score: -7860179.500000 Penalty: 1845.650513
	Iteration 0F: 2 clusters Score -7860180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -7802889.000000 Penalty: 3691.301025
	Iteration 0F: 3 clusters Score -7802889 nChanged 40796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -7826558.500000 Penalty: 3691.301025
	Iteration 1F: 3 clusters Score -7826558 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -7827377.000000 Penalty: 3691.301025
	Iteration 2Q: 3 clusters Score -7827377 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -7828721.000000 Penalty: 3691.301025
	Iteration 3Q: 3 clusters Score -7828721 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -7830557.000000 Penalty: 3691.301025
	Iteration 4F: 3 clusters Score -7830557 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -7833594.000000 Penalty: 3691.301025
	Iteration 5F: 3 clusters Score -7833594 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60040 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -7837523.000000 Penalty: 3691.301025
	Iteration 6F: 3 clusters Score -7837523 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -7841945.000000 Penalty: 3691.301025
	Iteration 7F: 3 clusters Score -7841945 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71010 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -7846172.000000 Penalty: 3691.301025
	Iteration 8F: 3 clusters Score -7846172 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75695 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -7849815.500000 Penalty: 3691.301025
	Iteration 9F: 3 clusters Score -7849816 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -7852877.500000 Penalty: 3691.301025
	Iteration 10Q: 3 clusters Score -7852878 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82269 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -7855395.000000 Penalty: 3691.301025
	Iteration 11Q: 3 clusters Score -7855395 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7857126.000000 Penalty: 3691.301025
	Iteration 12Q: 3 clusters Score -7857126 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84962 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7857958.500000 Penalty: 3691.301025
	Iteration 13Q: 3 clusters Score -7857958 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85293 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7858248.000000 Penalty: 3691.301025
	Iteration 14Q: 3 clusters Score -7858248 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85413 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7858396.000000 Penalty: 3691.301025
	Iteration 15Q: 3 clusters Score -7858396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85452 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7858447.000000 Penalty: 3691.301025
	Iteration 16Q: 3 clusters Score -7858447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85462 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7858478.500000 Penalty: 3691.301025
	Iteration 17Q: 3 clusters Score -7858478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85469 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7858500.000000 Penalty: 3691.301025
	Iteration 18Q: 3 clusters Score -7858500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7858509.500000 Penalty: 3691.301025
	Iteration 19Q: 3 clusters Score -7858510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7858507.500000 Penalty: 3691.301025
	Iteration 20F: 3 clusters Score -7858508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85476 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7858516.000000 Penalty: 3691.301025
	Iteration 21Q: 3 clusters Score -7858516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85476 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7858516.000000 Penalty: 3691.301025
	Iteration 22F: 3 clusters Score -7858516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -45209.000000 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -45209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44085.269531 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -44085.27 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44261.328125 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -44261.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44340.285156 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -44340.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44384.222656 Penalty: 2050.131836
	Iteration 3Q: 3 clusters Score -44384.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44415.523438 Penalty: 2050.131836
	Iteration 4Q: 3 clusters Score -44415.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44438.820312 Penalty: 2050.131836
	Iteration 5Q: 3 clusters Score -44438.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44463.593750 Penalty: 2050.131836
	Iteration 6Q: 3 clusters Score -44463.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -44484.066406 Penalty: 2050.131836
	Iteration 7Q: 3 clusters Score -44484.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44497.324219 Penalty: 2050.131836
	Iteration 8Q: 3 clusters Score -44497.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44510.683594 Penalty: 2050.131836
	Iteration 9Q: 3 clusters Score -44510.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44514.675781 Penalty: 2050.131836
	Iteration 10Q: 3 clusters Score -44514.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44514.675781 Penalty: 2050.131836
	Iteration 11F: 3 clusters Score -44514.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Entering Unmasked Estep 
Score: -143906.359375 Penalty: 1196.016968
	Iteration 0F: 2 clusters Score -143906.4 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 768 members 
Entering Unmasked Estep 
Score: -142093.546875 Penalty: 2392.033936
	Iteration 0F: 3 clusters Score -142093.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -142467.671875 Penalty: 2392.033936
	Iteration 1F: 3 clusters Score -142467.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142607.000000 Penalty: 2392.033936
	Iteration 2F: 3 clusters Score -142607 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -142673.343750 Penalty: 2392.033936
	Iteration 3F: 3 clusters Score -142673.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -142722.078125 Penalty: 2392.033936
	Iteration 4Q: 3 clusters Score -142722.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -142760.484375 Penalty: 2392.033936
	Iteration 5Q: 3 clusters Score -142760.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -142796.906250 Penalty: 2392.033936
	Iteration 6Q: 3 clusters Score -142796.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -142829.250000 Penalty: 2392.033936
	Iteration 7Q: 3 clusters Score -142829.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -142846.515625 Penalty: 2392.033936
	Iteration 8Q: 3 clusters Score -142846.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -142865.578125 Penalty: 2392.033936
	Iteration 9Q: 3 clusters Score -142865.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -142890.656250 Penalty: 2392.033936
	Iteration 10Q: 3 clusters Score -142890.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -142911.140625 Penalty: 2392.033936
	Iteration 11Q: 3 clusters Score -142911.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -142923.250000 Penalty: 2392.033936
	Iteration 12Q: 3 clusters Score -142923.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -142931.906250 Penalty: 2392.033936
	Iteration 13Q: 3 clusters Score -142931.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -142939.875000 Penalty: 2392.033936
	Iteration 14Q: 3 clusters Score -142939.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -142945.328125 Penalty: 2392.033936
	Iteration 15Q: 3 clusters Score -142945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -142948.265625 Penalty: 2392.033936
	Iteration 16Q: 3 clusters Score -142948.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -142950.203125 Penalty: 2392.033936
	Iteration 17Q: 3 clusters Score -142950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -142953.906250 Penalty: 2392.033936
	Iteration 18Q: 3 clusters Score -142953.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -142960.796875 Penalty: 2392.033936
	Iteration 19Q: 3 clusters Score -142960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -142965.765625 Penalty: 2392.033936
	Iteration 20F: 3 clusters Score -142965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -142971.984375 Penalty: 2392.033936
	Iteration 21Q: 3 clusters Score -142972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -142977.156250 Penalty: 2392.033936
	Iteration 22Q: 3 clusters Score -142977.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -142984.078125 Penalty: 2392.033936
	Iteration 23Q: 3 clusters Score -142984.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -142990.718750 Penalty: 2392.033936
	Iteration 24Q: 3 clusters Score -142990.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -142994.828125 Penalty: 2392.033936
	Iteration 25Q: 3 clusters Score -142994.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -143001.515625 Penalty: 2392.033936
	Iteration 26Q: 3 clusters Score -143001.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -143007.859375 Penalty: 2392.033936
	Iteration 27Q: 3 clusters Score -143007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -143012.062500 Penalty: 2392.033936
	Iteration 28Q: 3 clusters Score -143012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -143016.953125 Penalty: 2392.033936
	Iteration 29Q: 3 clusters Score -143017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -143021.562500 Penalty: 2392.033936
	Iteration 30Q: 3 clusters Score -143021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -143027.156250 Penalty: 2392.033936
	Iteration 31Q: 3 clusters Score -143027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -143031.515625 Penalty: 2392.033936
	Iteration 32Q: 3 clusters Score -143031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -143034.718750 Penalty: 2392.033936
	Iteration 33Q: 3 clusters Score -143034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -143038.531250 Penalty: 2392.033936
	Iteration 34Q: 3 clusters Score -143038.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -143043.328125 Penalty: 2392.033936
	Iteration 35Q: 3 clusters Score -143043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -143046.906250 Penalty: 2392.033936
	Iteration 36Q: 3 clusters Score -143046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -143047.906250 Penalty: 2392.033936
	Iteration 37Q: 3 clusters Score -143047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -143048.359375 Penalty: 2392.033936
	Iteration 38Q: 3 clusters Score -143048.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -143048.359375 Penalty: 2392.033936
	Iteration 39F: 3 clusters Score -143048.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -133125.328125 Penalty: 1184.339722
	Iteration 0F: 2 clusters Score -133125.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131382.468750 Penalty: 2368.679443
	Iteration 0F: 3 clusters Score -131382.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -131712.640625 Penalty: 2368.679443
	Iteration 1F: 3 clusters Score -131712.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -131810.937500 Penalty: 2368.679443
	Iteration 2F: 3 clusters Score -131810.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -131861.593750 Penalty: 2368.679443
	Iteration 3Q: 3 clusters Score -131861.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -131895.359375 Penalty: 2368.679443
	Iteration 4Q: 3 clusters Score -131895.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -131915.203125 Penalty: 2368.679443
	Iteration 5Q: 3 clusters Score -131915.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -131929.843750 Penalty: 2368.679443
	Iteration 6Q: 3 clusters Score -131929.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -131941.312500 Penalty: 2368.679443
	Iteration 7Q: 3 clusters Score -131941.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -131950.734375 Penalty: 2368.679443
	Iteration 8Q: 3 clusters Score -131950.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -131957.203125 Penalty: 2368.679443
	Iteration 9Q: 3 clusters Score -131957.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -131960.843750 Penalty: 2368.679443
	Iteration 10Q: 3 clusters Score -131960.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -131964.468750 Penalty: 2368.679443
	Iteration 11Q: 3 clusters Score -131964.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -131968.781250 Penalty: 2368.679443
	Iteration 12Q: 3 clusters Score -131968.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -131974.703125 Penalty: 2368.679443
	Iteration 13Q: 3 clusters Score -131974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -131981.359375 Penalty: 2368.679443
	Iteration 14Q: 3 clusters Score -131981.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -131985.578125 Penalty: 2368.679443
	Iteration 15Q: 3 clusters Score -131985.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -131989.906250 Penalty: 2368.679443
	Iteration 16Q: 3 clusters Score -131989.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -131994.765625 Penalty: 2368.679443
	Iteration 17Q: 3 clusters Score -131994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -132000.078125 Penalty: 2368.679443
	Iteration 18Q: 3 clusters Score -132000.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -132006.750000 Penalty: 2368.679443
	Iteration 19Q: 3 clusters Score -132006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -132010.281250 Penalty: 2368.679443
	Iteration 20F: 3 clusters Score -132010.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132016.156250 Penalty: 2368.679443
	Iteration 21Q: 3 clusters Score -132016.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -132019.171875 Penalty: 2368.679443
	Iteration 22Q: 3 clusters Score -132019.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -132021.671875 Penalty: 2368.679443
	Iteration 23Q: 3 clusters Score -132021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -132022.171875 Penalty: 2368.679443
	Iteration 24Q: 3 clusters Score -132022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -132023.093750 Penalty: 2368.679443
	Iteration 25Q: 3 clusters Score -132023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132023.765625 Penalty: 2368.679443
	Iteration 26Q: 3 clusters Score -132023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -132024.203125 Penalty: 2368.679443
	Iteration 27Q: 3 clusters Score -132024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -132025.500000 Penalty: 2368.679443
	Iteration 28Q: 3 clusters Score -132025.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -132026.328125 Penalty: 2368.679443
	Iteration 29Q: 3 clusters Score -132026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -132026.781250 Penalty: 2368.679443
	Iteration 30Q: 3 clusters Score -132026.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132027.265625 Penalty: 2368.679443
	Iteration 31Q: 3 clusters Score -132027.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132027.265625 Penalty: 2368.679443
	Iteration 32F: 3 clusters Score -132027.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -134268.218750 Penalty: 1206.717529
	Iteration 0F: 2 clusters Score -134268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -132447.531250 Penalty: 2413.435059
	Iteration 0F: 3 clusters Score -132447.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -133014.156250 Penalty: 2413.435059
	Iteration 1F: 3 clusters Score -133014.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -133363.062500 Penalty: 2413.435059
	Iteration 2F: 3 clusters Score -133363.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -133630.937500 Penalty: 2413.435059
	Iteration 3F: 3 clusters Score -133630.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -133853.937500 Penalty: 2413.435059
	Iteration 4F: 3 clusters Score -133853.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -134022.968750 Penalty: 2413.435059
	Iteration 5F: 3 clusters Score -134023 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -134151.843750 Penalty: 2413.435059
	Iteration 6Q: 3 clusters Score -134151.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -134251.343750 Penalty: 2413.435059
	Iteration 7Q: 3 clusters Score -134251.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -134302.968750 Penalty: 2413.435059
	Iteration 8Q: 3 clusters Score -134303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134346.343750 Penalty: 2413.435059
	Iteration 9Q: 3 clusters Score -134346.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -134372.125000 Penalty: 2413.435059
	Iteration 10Q: 3 clusters Score -134372.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -134389.421875 Penalty: 2413.435059
	Iteration 11Q: 3 clusters Score -134389.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -134408.140625 Penalty: 2413.435059
	Iteration 12Q: 3 clusters Score -134408.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -134422.812500 Penalty: 2413.435059
	Iteration 13Q: 3 clusters Score -134422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -134428.437500 Penalty: 2413.435059
	Iteration 14Q: 3 clusters Score -134428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -134431.796875 Penalty: 2413.435059
	Iteration 15Q: 3 clusters Score -134431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -134435.250000 Penalty: 2413.435059
	Iteration 16Q: 3 clusters Score -134435.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -134435.250000 Penalty: 2413.435059
	Iteration 17F: 3 clusters Score -134435.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 7740 members 
Mstep: Class 5 contains 20863 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 66109 members 
Mstep: Class 8 contains 15849 members 
Mstep: Class 9 contains 8758 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 11813 members 
Mstep: Class 13 contains 5338 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 204898 members 
Mstep: Class 16 contains 36253 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 76722 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 85635 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 876 members 
Mstep: Class 25 contains 803 members 
Entering Unmasked Estep 
Score: -53855956.000000 Penalty: 54010.652344
Splitting cluster 24 changes total score from -53856728.000000 to -53855956.000000
So it's not getting split.
--- Evaluating fit on full set of 1782525 points ---
Entering Unmasked Estep 
Score: -161244160.000000 Penalty: 56134.812500
25->25 Clusters: Score -161244160.000000, best is -161493104.000000

Main iterations: 0 (time per=infms)
Total iterations: 42856 (time per=191.077558ms)
Iterations metric 2: 1358235172864.000000 (time per=6.029015ns)
Iterations metric 3: 32599552557056.000000 (time per=251.194240ps)

That took 8188.819824 seconds.
